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Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI

Neocortical maturation is a dynamic process that proceeds in a hierarchical manner; however, the spatiotemporal organization of cortical microstructure with diffusion MRI has yet to be fully defined. This study characterized cortical microstructural maturation using diffusion MRI (fwe-DTI and NODDI...

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Autores principales: Lynch, Kirsten M., Cabeen, Ryan P., Toga, Arthur W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081273/
https://www.ncbi.nlm.nih.gov/pubmed/37034810
http://dx.doi.org/10.1101/2023.03.31.534636
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author Lynch, Kirsten M.
Cabeen, Ryan P.
Toga, Arthur W.
author_facet Lynch, Kirsten M.
Cabeen, Ryan P.
Toga, Arthur W.
author_sort Lynch, Kirsten M.
collection PubMed
description Neocortical maturation is a dynamic process that proceeds in a hierarchical manner; however, the spatiotemporal organization of cortical microstructure with diffusion MRI has yet to be fully defined. This study characterized cortical microstructural maturation using diffusion MRI (fwe-DTI and NODDI multi-compartment modeling) in a cohort of 637 children and adolescents between 8 and 21 years of age. We found spatially heterogeneous developmental patterns broadly demarcated into functional domains where NODDI metrics increased and fwe-DTI metrics decreased with age. Using non-negative matrix factorization, we found cortical regions that correspond to lower-order sensory regions mature earlier than higher-order association regions. Our findings corroborate previous histological and neuroimaging studies that show spatially-varying patterns of cortical maturation that may reflect unique developmental processes of cytoarchitectonically-determined regional patterns of change.
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spelling pubmed-100812732023-04-08 Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI Lynch, Kirsten M. Cabeen, Ryan P. Toga, Arthur W. bioRxiv Article Neocortical maturation is a dynamic process that proceeds in a hierarchical manner; however, the spatiotemporal organization of cortical microstructure with diffusion MRI has yet to be fully defined. This study characterized cortical microstructural maturation using diffusion MRI (fwe-DTI and NODDI multi-compartment modeling) in a cohort of 637 children and adolescents between 8 and 21 years of age. We found spatially heterogeneous developmental patterns broadly demarcated into functional domains where NODDI metrics increased and fwe-DTI metrics decreased with age. Using non-negative matrix factorization, we found cortical regions that correspond to lower-order sensory regions mature earlier than higher-order association regions. Our findings corroborate previous histological and neuroimaging studies that show spatially-varying patterns of cortical maturation that may reflect unique developmental processes of cytoarchitectonically-determined regional patterns of change. Cold Spring Harbor Laboratory 2023-03-31 /pmc/articles/PMC10081273/ /pubmed/37034810 http://dx.doi.org/10.1101/2023.03.31.534636 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Lynch, Kirsten M.
Cabeen, Ryan P.
Toga, Arthur W.
Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI
title Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI
title_full Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI
title_fullStr Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI
title_full_unstemmed Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI
title_short Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI
title_sort spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion mri
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081273/
https://www.ncbi.nlm.nih.gov/pubmed/37034810
http://dx.doi.org/10.1101/2023.03.31.534636
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