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Heritability and Cognitive Relevance of Structural Brain Controllability
Cognition and behavior are thought to emerge from the connections and interactions among brain regions. The precise nature of these relationships remains elusive. Here we use tools provided by network control theory to determine how the structural connectivity profile of brain regions may shape indi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7197079/ https://www.ncbi.nlm.nih.gov/pubmed/31838501 http://dx.doi.org/10.1093/cercor/bhz293 |
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author | Lee, Won Hee Rodrigue, Amanda Glahn, David C Bassett, Danielle S Frangou, Sophia |
author_facet | Lee, Won Hee Rodrigue, Amanda Glahn, David C Bassett, Danielle S Frangou, Sophia |
author_sort | Lee, Won Hee |
collection | PubMed |
description | Cognition and behavior are thought to emerge from the connections and interactions among brain regions. The precise nature of these relationships remains elusive. Here we use tools provided by network control theory to determine how the structural connectivity profile of brain regions may shape individual variation in cognition. In a cohort of healthy young adults (n = 1066), we computed two fundamental brain regional control patterns, average and modal controllability, which index the degree of influence of a region over others. We first established that regional brain controllability measures were both reproducible and heritable. Regions with controllability profiles theoretically conducive to facilitating multiple cognitive operations were over-represented in higher-order resting-state networks. Finally, variation in regional controllability accounted for about 50% of interindividual variability in multiple cognitive domains. We conclude that controllability is a biologically plausible property of the structural connectome and provides a mechanistic explanation for how brain structural architecture may influence cognitive functions. |
format | Online Article Text |
id | pubmed-7197079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-71970792020-05-07 Heritability and Cognitive Relevance of Structural Brain Controllability Lee, Won Hee Rodrigue, Amanda Glahn, David C Bassett, Danielle S Frangou, Sophia Cereb Cortex Original Article Cognition and behavior are thought to emerge from the connections and interactions among brain regions. The precise nature of these relationships remains elusive. Here we use tools provided by network control theory to determine how the structural connectivity profile of brain regions may shape individual variation in cognition. In a cohort of healthy young adults (n = 1066), we computed two fundamental brain regional control patterns, average and modal controllability, which index the degree of influence of a region over others. We first established that regional brain controllability measures were both reproducible and heritable. Regions with controllability profiles theoretically conducive to facilitating multiple cognitive operations were over-represented in higher-order resting-state networks. Finally, variation in regional controllability accounted for about 50% of interindividual variability in multiple cognitive domains. We conclude that controllability is a biologically plausible property of the structural connectome and provides a mechanistic explanation for how brain structural architecture may influence cognitive functions. Oxford University Press 2020-05 2019-12-14 /pmc/articles/PMC7197079/ /pubmed/31838501 http://dx.doi.org/10.1093/cercor/bhz293 Text en © The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permission@oup.com http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article Lee, Won Hee Rodrigue, Amanda Glahn, David C Bassett, Danielle S Frangou, Sophia Heritability and Cognitive Relevance of Structural Brain Controllability |
title | Heritability and Cognitive Relevance of Structural Brain Controllability |
title_full | Heritability and Cognitive Relevance of Structural Brain Controllability |
title_fullStr | Heritability and Cognitive Relevance of Structural Brain Controllability |
title_full_unstemmed | Heritability and Cognitive Relevance of Structural Brain Controllability |
title_short | Heritability and Cognitive Relevance of Structural Brain Controllability |
title_sort | heritability and cognitive relevance of structural brain controllability |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7197079/ https://www.ncbi.nlm.nih.gov/pubmed/31838501 http://dx.doi.org/10.1093/cercor/bhz293 |
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