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Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds

Different functional networks exhibit distinct longitudinal trajectories throughout development, but the timeline of the dynamics of functional connectivity across the whole brain remains to be elucidated. Here we used resting-state fMRI to investigate the development of voxel-level changes in funct...

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Autores principales: Chen, Haitao, Liu, Janelle, Chen, Yuanyuan, Salzwedel, Andrew, Cornea, Emil, Gilmore, John H., Gao, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246150/
https://www.ncbi.nlm.nih.gov/pubmed/34174513
http://dx.doi.org/10.1016/j.dcn.2021.100976
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author Chen, Haitao
Liu, Janelle
Chen, Yuanyuan
Salzwedel, Andrew
Cornea, Emil
Gilmore, John H.
Gao, Wei
author_facet Chen, Haitao
Liu, Janelle
Chen, Yuanyuan
Salzwedel, Andrew
Cornea, Emil
Gilmore, John H.
Gao, Wei
author_sort Chen, Haitao
collection PubMed
description Different functional networks exhibit distinct longitudinal trajectories throughout development, but the timeline of the dynamics of functional connectivity across the whole brain remains to be elucidated. Here we used resting-state fMRI to investigate the development of voxel-level changes in functional connectivity across the first six years of life. Globally, we found that developmental changes in functional connectivity are nonlinear with more changes during the first postnatal year than the second, followed by most significant changes from ages 2–4 and from ages 4–6. However, the overall global difference observed between the first and second year appears to have been driven by girls. Limbic and subcortical areas consistently demonstrated the most substantial changes, whereas primary sensory areas were the most stable. These patterns were consistent in full-term and preterm subgroups. Validation on randomly divided subsamples as well as in an independent cross-sectional sample revealed global patterns consistent with the main results. Overall, the derived developmental heatmaps reveal novel dynamics underlying functional circuit development during the first 6 years of life.
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spelling pubmed-82461502021-07-06 Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds Chen, Haitao Liu, Janelle Chen, Yuanyuan Salzwedel, Andrew Cornea, Emil Gilmore, John H. Gao, Wei Dev Cogn Neurosci Original Research Different functional networks exhibit distinct longitudinal trajectories throughout development, but the timeline of the dynamics of functional connectivity across the whole brain remains to be elucidated. Here we used resting-state fMRI to investigate the development of voxel-level changes in functional connectivity across the first six years of life. Globally, we found that developmental changes in functional connectivity are nonlinear with more changes during the first postnatal year than the second, followed by most significant changes from ages 2–4 and from ages 4–6. However, the overall global difference observed between the first and second year appears to have been driven by girls. Limbic and subcortical areas consistently demonstrated the most substantial changes, whereas primary sensory areas were the most stable. These patterns were consistent in full-term and preterm subgroups. Validation on randomly divided subsamples as well as in an independent cross-sectional sample revealed global patterns consistent with the main results. Overall, the derived developmental heatmaps reveal novel dynamics underlying functional circuit development during the first 6 years of life. Elsevier 2021-06-16 /pmc/articles/PMC8246150/ /pubmed/34174513 http://dx.doi.org/10.1016/j.dcn.2021.100976 Text en © 2021 The Authors 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/).
spellingShingle Original Research
Chen, Haitao
Liu, Janelle
Chen, Yuanyuan
Salzwedel, Andrew
Cornea, Emil
Gilmore, John H.
Gao, Wei
Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds
title Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds
title_full Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds
title_fullStr Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds
title_full_unstemmed Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds
title_short Developmental heatmaps of brain functional connectivity from newborns to 6-year-olds
title_sort developmental heatmaps of brain functional connectivity from newborns to 6-year-olds
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246150/
https://www.ncbi.nlm.nih.gov/pubmed/34174513
http://dx.doi.org/10.1016/j.dcn.2021.100976
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