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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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. |
format | Online Article Text |
id | pubmed-8246150 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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