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Structural optimality and neurogenetic expression mediate functional dynamics in the human brain
The human brain exhibits a rich functional repertoire in terms of complex functional connectivity patterns during rest and tasks. However, how this is developed upon a fixed structural anatomy remains poorly understood. Here we investigated the hypothesis that resting state functional connectivity a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7267953/ https://www.ncbi.nlm.nih.gov/pubmed/32027077 http://dx.doi.org/10.1002/hbm.24942 |
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author | Pappas, Ioannis Craig, Michael M. Menon, David K. Stamatakis, Emmanuel A. |
author_facet | Pappas, Ioannis Craig, Michael M. Menon, David K. Stamatakis, Emmanuel A. |
author_sort | Pappas, Ioannis |
collection | PubMed |
description | The human brain exhibits a rich functional repertoire in terms of complex functional connectivity patterns during rest and tasks. However, how this is developed upon a fixed structural anatomy remains poorly understood. Here we investigated the hypothesis that resting state functional connectivity and the manner in which it changes during tasks related to a set of underlying structural connections that promote optimal communication in the brain. We used a game‐theoretic model to identify such optimal connections in the structural connectome of 50 healthy individuals and subsequently used the optimal structural connections to predict resting‐state functional connectivity with high accuracy. In contrast, we found that nonoptimal connections accurately predicted functional connectivity during a working memory task. We further found that this balance between optimal and nonoptimal connections between brain regions was associated with a specific gene expression linked to neurotransmission. This multimodal evidence shows for the first time that structure–function relationships in the human brain are related to how brain networks navigate information along different white matter connections as well as the brain's underlying genetic profile. |
format | Online Article Text |
id | pubmed-7267953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72679532020-06-12 Structural optimality and neurogenetic expression mediate functional dynamics in the human brain Pappas, Ioannis Craig, Michael M. Menon, David K. Stamatakis, Emmanuel A. Hum Brain Mapp Research Articles The human brain exhibits a rich functional repertoire in terms of complex functional connectivity patterns during rest and tasks. However, how this is developed upon a fixed structural anatomy remains poorly understood. Here we investigated the hypothesis that resting state functional connectivity and the manner in which it changes during tasks related to a set of underlying structural connections that promote optimal communication in the brain. We used a game‐theoretic model to identify such optimal connections in the structural connectome of 50 healthy individuals and subsequently used the optimal structural connections to predict resting‐state functional connectivity with high accuracy. In contrast, we found that nonoptimal connections accurately predicted functional connectivity during a working memory task. We further found that this balance between optimal and nonoptimal connections between brain regions was associated with a specific gene expression linked to neurotransmission. This multimodal evidence shows for the first time that structure–function relationships in the human brain are related to how brain networks navigate information along different white matter connections as well as the brain's underlying genetic profile. John Wiley & Sons, Inc. 2020-02-06 /pmc/articles/PMC7267953/ /pubmed/32027077 http://dx.doi.org/10.1002/hbm.24942 Text en © 2020 The Authors. Human Brain Mapping published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Pappas, Ioannis Craig, Michael M. Menon, David K. Stamatakis, Emmanuel A. Structural optimality and neurogenetic expression mediate functional dynamics in the human brain |
title | Structural optimality and neurogenetic expression mediate functional dynamics in the human brain |
title_full | Structural optimality and neurogenetic expression mediate functional dynamics in the human brain |
title_fullStr | Structural optimality and neurogenetic expression mediate functional dynamics in the human brain |
title_full_unstemmed | Structural optimality and neurogenetic expression mediate functional dynamics in the human brain |
title_short | Structural optimality and neurogenetic expression mediate functional dynamics in the human brain |
title_sort | structural optimality and neurogenetic expression mediate functional dynamics in the human brain |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7267953/ https://www.ncbi.nlm.nih.gov/pubmed/32027077 http://dx.doi.org/10.1002/hbm.24942 |
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