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Population-based tract-to-region connectome of the human brain and its hierarchical topology

Connectome maps region-to-region connectivities but does not inform which white matter pathways form the connections. Here we constructed a population-based tract-to-region connectome to fill this information gap. The constructed connectome quantifies the population probability of a white matter tra...

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Autor principal: Yeh, Fang-Cheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395399/
https://www.ncbi.nlm.nih.gov/pubmed/35995773
http://dx.doi.org/10.1038/s41467-022-32595-4
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author Yeh, Fang-Cheng
author_facet Yeh, Fang-Cheng
author_sort Yeh, Fang-Cheng
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description Connectome maps region-to-region connectivities but does not inform which white matter pathways form the connections. Here we constructed a population-based tract-to-region connectome to fill this information gap. The constructed connectome quantifies the population probability of a white matter tract innervating a cortical region. The results show that ~85% of the tract-to-region connectome entries are consistent across individuals, whereas the remaining (~15%) have substantial individual differences requiring individualized mapping. Further hierarchical clustering on cortical regions revealed dorsal, ventral, and limbic networks based on the tract-to-region connective patterns. The clustering results on white matter bundles revealed the categorization of fiber bundle systems in the association pathways. This tract-to-region connectome provides insights into the connective topology between cortical regions and white matter bundles. The derived hierarchical relation further offers a categorization of gray and white matter structures.
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spelling pubmed-93953992022-08-24 Population-based tract-to-region connectome of the human brain and its hierarchical topology Yeh, Fang-Cheng Nat Commun Article Connectome maps region-to-region connectivities but does not inform which white matter pathways form the connections. Here we constructed a population-based tract-to-region connectome to fill this information gap. The constructed connectome quantifies the population probability of a white matter tract innervating a cortical region. The results show that ~85% of the tract-to-region connectome entries are consistent across individuals, whereas the remaining (~15%) have substantial individual differences requiring individualized mapping. Further hierarchical clustering on cortical regions revealed dorsal, ventral, and limbic networks based on the tract-to-region connective patterns. The clustering results on white matter bundles revealed the categorization of fiber bundle systems in the association pathways. This tract-to-region connectome provides insights into the connective topology between cortical regions and white matter bundles. The derived hierarchical relation further offers a categorization of gray and white matter structures. Nature Publishing Group UK 2022-08-22 /pmc/articles/PMC9395399/ /pubmed/35995773 http://dx.doi.org/10.1038/s41467-022-32595-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Yeh, Fang-Cheng
Population-based tract-to-region connectome of the human brain and its hierarchical topology
title Population-based tract-to-region connectome of the human brain and its hierarchical topology
title_full Population-based tract-to-region connectome of the human brain and its hierarchical topology
title_fullStr Population-based tract-to-region connectome of the human brain and its hierarchical topology
title_full_unstemmed Population-based tract-to-region connectome of the human brain and its hierarchical topology
title_short Population-based tract-to-region connectome of the human brain and its hierarchical topology
title_sort population-based tract-to-region connectome of the human brain and its hierarchical topology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395399/
https://www.ncbi.nlm.nih.gov/pubmed/35995773
http://dx.doi.org/10.1038/s41467-022-32595-4
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