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Dynamic trajectories of connectome state transitions are heritable

The brain’s functional connectome is dynamic, constantly reconfiguring in an individual-specific manner. However, which characteristics of such reconfigurations are subject to genetic effects, and to what extent, is largely unknown. Here, we identified heritable dynamic features, quantified their he...

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Detalles Bibliográficos
Autores principales: Jun, Suhnyoung, Alderson, Thomas H., Altmann, Andre, Sadaghiani, Sepideh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223440/
https://www.ncbi.nlm.nih.gov/pubmed/35504564
http://dx.doi.org/10.1016/j.neuroimage.2022.119274
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author Jun, Suhnyoung
Alderson, Thomas H.
Altmann, Andre
Sadaghiani, Sepideh
author_facet Jun, Suhnyoung
Alderson, Thomas H.
Altmann, Andre
Sadaghiani, Sepideh
author_sort Jun, Suhnyoung
collection PubMed
description The brain’s functional connectome is dynamic, constantly reconfiguring in an individual-specific manner. However, which characteristics of such reconfigurations are subject to genetic effects, and to what extent, is largely unknown. Here, we identified heritable dynamic features, quantified their heritability, and determined their association with cognitive phenotypes. In resting-state fMRI, we obtained multivariate features, each describing a temporal or spatial characteristic of connectome dynamics jointly over a set of connectome states. We found strong evidence for heritability of temporal features, particularly, Fractional Occupancy (FO) and Transition Probability (TP), representing the duration spent in each connectivity configuration and the frequency of shifting between configurations, respectively. These effects were robust against methodological choices of number of states and global signal regression. Genetic effects explained a substantial proportion of phenotypic variance of these features (h(2) = 0.39, 95% CI = [.24,.54] for FO; h(2) = 0. 43, 95% CI = [.29,.57] for TP). Moreover, these temporal phenotypes were associated with cognitive performance. Contrarily, we found no robust evidence for heritability of spatial features of the dynamic states (i.e., states’ Modularity and connectivity pattern). Genetic effects may therefore primarily contribute to how the connectome transitions across states, rather than the precise spatial instantiation of the states in individuals. In sum, genetic effects impact the dynamic trajectory of state transitions (captured by FO and TP), and such temporal features may act as endophenotypes for cognitive abilities.
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spelling pubmed-92234402022-08-01 Dynamic trajectories of connectome state transitions are heritable Jun, Suhnyoung Alderson, Thomas H. Altmann, Andre Sadaghiani, Sepideh Neuroimage Article The brain’s functional connectome is dynamic, constantly reconfiguring in an individual-specific manner. However, which characteristics of such reconfigurations are subject to genetic effects, and to what extent, is largely unknown. Here, we identified heritable dynamic features, quantified their heritability, and determined their association with cognitive phenotypes. In resting-state fMRI, we obtained multivariate features, each describing a temporal or spatial characteristic of connectome dynamics jointly over a set of connectome states. We found strong evidence for heritability of temporal features, particularly, Fractional Occupancy (FO) and Transition Probability (TP), representing the duration spent in each connectivity configuration and the frequency of shifting between configurations, respectively. These effects were robust against methodological choices of number of states and global signal regression. Genetic effects explained a substantial proportion of phenotypic variance of these features (h(2) = 0.39, 95% CI = [.24,.54] for FO; h(2) = 0. 43, 95% CI = [.29,.57] for TP). Moreover, these temporal phenotypes were associated with cognitive performance. Contrarily, we found no robust evidence for heritability of spatial features of the dynamic states (i.e., states’ Modularity and connectivity pattern). Genetic effects may therefore primarily contribute to how the connectome transitions across states, rather than the precise spatial instantiation of the states in individuals. In sum, genetic effects impact the dynamic trajectory of state transitions (captured by FO and TP), and such temporal features may act as endophenotypes for cognitive abilities. 2022-08-01 2022-04-30 /pmc/articles/PMC9223440/ /pubmed/35504564 http://dx.doi.org/10.1016/j.neuroimage.2022.119274 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Article
Jun, Suhnyoung
Alderson, Thomas H.
Altmann, Andre
Sadaghiani, Sepideh
Dynamic trajectories of connectome state transitions are heritable
title Dynamic trajectories of connectome state transitions are heritable
title_full Dynamic trajectories of connectome state transitions are heritable
title_fullStr Dynamic trajectories of connectome state transitions are heritable
title_full_unstemmed Dynamic trajectories of connectome state transitions are heritable
title_short Dynamic trajectories of connectome state transitions are heritable
title_sort dynamic trajectories of connectome state transitions are heritable
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9223440/
https://www.ncbi.nlm.nih.gov/pubmed/35504564
http://dx.doi.org/10.1016/j.neuroimage.2022.119274
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