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Adolescent development of multiscale structural wiring and functional interactions in the human connectome

Adolescence is a time of profound changes in the physical wiring and function of the brain. Here, we analyzed structural and functional brain network development in an accelerated longitudinal cohort spanning 14 to 25 y (n = 199). Core to our work was an advanced in vivo model of cortical wiring inc...

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Autores principales: Park, Bo-yong, Paquola, Casey, Bethlehem, Richard A. I., Benkarim, Oualid, Mišić, Bratislav, Smallwood, Jonathan, Bullmore, Edward T., Bernhardt, Boris C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271154/
https://www.ncbi.nlm.nih.gov/pubmed/35776541
http://dx.doi.org/10.1073/pnas.2116673119
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author Park, Bo-yong
Paquola, Casey
Bethlehem, Richard A. I.
Benkarim, Oualid
Mišić, Bratislav
Smallwood, Jonathan
Bullmore, Edward T.
Bernhardt, Boris C.
author_facet Park, Bo-yong
Paquola, Casey
Bethlehem, Richard A. I.
Benkarim, Oualid
Mišić, Bratislav
Smallwood, Jonathan
Bullmore, Edward T.
Bernhardt, Boris C.
author_sort Park, Bo-yong
collection PubMed
description Adolescence is a time of profound changes in the physical wiring and function of the brain. Here, we analyzed structural and functional brain network development in an accelerated longitudinal cohort spanning 14 to 25 y (n = 199). Core to our work was an advanced in vivo model of cortical wiring incorporating MRI features of corticocortical proximity, microstructural similarity, and white matter tractography. Longitudinal analyses assessing age-related changes in cortical wiring identified a continued differentiation of multiple corticocortical structural networks in youth. We then assessed structure–function coupling using resting-state functional MRI measures in the same participants both via cross-sectional analysis at baseline and by studying longitudinal change between baseline and follow-up scans. At baseline, regions with more similar structural wiring were more likely to be functionally coupled. Moreover, correlating longitudinal structural wiring changes with longitudinal functional connectivity reconfigurations, we found that increased structural differentiation, particularly between sensory/unimodal and default mode networks, was reflected by reduced functional interactions. These findings provide insights into adolescent development of human brain structure and function, illustrating how structural wiring interacts with the maturation of macroscale functional hierarchies.
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spelling pubmed-92711542023-01-01 Adolescent development of multiscale structural wiring and functional interactions in the human connectome Park, Bo-yong Paquola, Casey Bethlehem, Richard A. I. Benkarim, Oualid Mišić, Bratislav Smallwood, Jonathan Bullmore, Edward T. Bernhardt, Boris C. Proc Natl Acad Sci U S A Biological Sciences Adolescence is a time of profound changes in the physical wiring and function of the brain. Here, we analyzed structural and functional brain network development in an accelerated longitudinal cohort spanning 14 to 25 y (n = 199). Core to our work was an advanced in vivo model of cortical wiring incorporating MRI features of corticocortical proximity, microstructural similarity, and white matter tractography. Longitudinal analyses assessing age-related changes in cortical wiring identified a continued differentiation of multiple corticocortical structural networks in youth. We then assessed structure–function coupling using resting-state functional MRI measures in the same participants both via cross-sectional analysis at baseline and by studying longitudinal change between baseline and follow-up scans. At baseline, regions with more similar structural wiring were more likely to be functionally coupled. Moreover, correlating longitudinal structural wiring changes with longitudinal functional connectivity reconfigurations, we found that increased structural differentiation, particularly between sensory/unimodal and default mode networks, was reflected by reduced functional interactions. These findings provide insights into adolescent development of human brain structure and function, illustrating how structural wiring interacts with the maturation of macroscale functional hierarchies. National Academy of Sciences 2022-07-01 2022-07-05 /pmc/articles/PMC9271154/ /pubmed/35776541 http://dx.doi.org/10.1073/pnas.2116673119 Text en Copyright © 2022 the Author(s). Published by PNAS https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Park, Bo-yong
Paquola, Casey
Bethlehem, Richard A. I.
Benkarim, Oualid
Mišić, Bratislav
Smallwood, Jonathan
Bullmore, Edward T.
Bernhardt, Boris C.
Adolescent development of multiscale structural wiring and functional interactions in the human connectome
title Adolescent development of multiscale structural wiring and functional interactions in the human connectome
title_full Adolescent development of multiscale structural wiring and functional interactions in the human connectome
title_fullStr Adolescent development of multiscale structural wiring and functional interactions in the human connectome
title_full_unstemmed Adolescent development of multiscale structural wiring and functional interactions in the human connectome
title_short Adolescent development of multiscale structural wiring and functional interactions in the human connectome
title_sort adolescent development of multiscale structural wiring and functional interactions in the human connectome
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271154/
https://www.ncbi.nlm.nih.gov/pubmed/35776541
http://dx.doi.org/10.1073/pnas.2116673119
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