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Brain architecture-based vulnerability to traumatic injury

The white matter tracts forming the intricate wiring of the brain are subject-specific; this heterogeneity can complicate studies of brain function and disease. Here we collapse tractography data from the Human Connectome Project (HCP) into structural connectivity (SC) matrices and identify groups o...

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Autores principales: Rifkin, Jared A., Wu, Taotao, Rayfield, Adam C., Anderson, Erin D., Panzer, Matthew B., Meaney, David F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448929/
https://www.ncbi.nlm.nih.gov/pubmed/36091446
http://dx.doi.org/10.3389/fbioe.2022.936082
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author Rifkin, Jared A.
Wu, Taotao
Rayfield, Adam C.
Anderson, Erin D.
Panzer, Matthew B.
Meaney, David F.
author_facet Rifkin, Jared A.
Wu, Taotao
Rayfield, Adam C.
Anderson, Erin D.
Panzer, Matthew B.
Meaney, David F.
author_sort Rifkin, Jared A.
collection PubMed
description The white matter tracts forming the intricate wiring of the brain are subject-specific; this heterogeneity can complicate studies of brain function and disease. Here we collapse tractography data from the Human Connectome Project (HCP) into structural connectivity (SC) matrices and identify groups of similarly wired brains from both sexes. To characterize the significance of these architectural groupings, we examined how similarly wired brains led to distinct groupings of neural activity dynamics estimated with Kuramoto oscillator models (KMs). We then lesioned our networks to simulate traumatic brain injury (TBI) and finally we tested whether these distinct architecture groups’ dynamics exhibited differing responses to simulated TBI. At each of these levels we found that brain structure, simulated dynamics, and injury susceptibility were all related to brain grouping. We found four primary brain architecture groupings (two male and two female), with similar architectures appearing across both sexes. Among these groupings of brain structure, two architecture types were significantly more vulnerable than the remaining two architecture types to lesions. These groups suggest that mesoscale brain architecture types exist, and these architectural differences may contribute to differential risks to TBI and clinical outcomes across the population.
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spelling pubmed-94489292022-09-08 Brain architecture-based vulnerability to traumatic injury Rifkin, Jared A. Wu, Taotao Rayfield, Adam C. Anderson, Erin D. Panzer, Matthew B. Meaney, David F. Front Bioeng Biotechnol Bioengineering and Biotechnology The white matter tracts forming the intricate wiring of the brain are subject-specific; this heterogeneity can complicate studies of brain function and disease. Here we collapse tractography data from the Human Connectome Project (HCP) into structural connectivity (SC) matrices and identify groups of similarly wired brains from both sexes. To characterize the significance of these architectural groupings, we examined how similarly wired brains led to distinct groupings of neural activity dynamics estimated with Kuramoto oscillator models (KMs). We then lesioned our networks to simulate traumatic brain injury (TBI) and finally we tested whether these distinct architecture groups’ dynamics exhibited differing responses to simulated TBI. At each of these levels we found that brain structure, simulated dynamics, and injury susceptibility were all related to brain grouping. We found four primary brain architecture groupings (two male and two female), with similar architectures appearing across both sexes. Among these groupings of brain structure, two architecture types were significantly more vulnerable than the remaining two architecture types to lesions. These groups suggest that mesoscale brain architecture types exist, and these architectural differences may contribute to differential risks to TBI and clinical outcomes across the population. Frontiers Media S.A. 2022-08-24 /pmc/articles/PMC9448929/ /pubmed/36091446 http://dx.doi.org/10.3389/fbioe.2022.936082 Text en Copyright © 2022 Rifkin, Wu, Rayfield, Anderson, Panzer and Meaney. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Bioengineering and Biotechnology
Rifkin, Jared A.
Wu, Taotao
Rayfield, Adam C.
Anderson, Erin D.
Panzer, Matthew B.
Meaney, David F.
Brain architecture-based vulnerability to traumatic injury
title Brain architecture-based vulnerability to traumatic injury
title_full Brain architecture-based vulnerability to traumatic injury
title_fullStr Brain architecture-based vulnerability to traumatic injury
title_full_unstemmed Brain architecture-based vulnerability to traumatic injury
title_short Brain architecture-based vulnerability to traumatic injury
title_sort brain architecture-based vulnerability to traumatic injury
topic Bioengineering and Biotechnology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9448929/
https://www.ncbi.nlm.nih.gov/pubmed/36091446
http://dx.doi.org/10.3389/fbioe.2022.936082
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