Organization and hierarchy of the human functional brain network lead to a chain-like core
Abstract The brain is a paradigmatic example of a complex system: its functionality emerges as a global property of local mesoscopic and microscopic interactions. Complex network theory allows to elicit the functional architecture of the brain in terms of links (correlations) between nodes (grey mat...
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Nature Portfolio
2017
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oai:doaj.org-article:233b15c3ef6d4b7d8f8680376f95ae1c2021-12-02T12:32:55ZOrganization and hierarchy of the human functional brain network lead to a chain-like core10.1038/s41598-017-04716-32045-2322https://doaj.org/article/233b15c3ef6d4b7d8f8680376f95ae1c2017-07-01T00:00:00Zhttps://doi.org/10.1038/s41598-017-04716-3https://doaj.org/toc/2045-2322Abstract The brain is a paradigmatic example of a complex system: its functionality emerges as a global property of local mesoscopic and microscopic interactions. Complex network theory allows to elicit the functional architecture of the brain in terms of links (correlations) between nodes (grey matter regions) and to extract information out of the noise. Here we present the analysis of functional magnetic resonance imaging data from forty healthy humans at rest for the investigation of the basal scaffold of the functional brain network organization. We show how brain regions tend to coordinate by forming a highly hierarchical chain-like structure of homogeneously clustered anatomical areas. A maximum spanning tree approach revealed the centrality of the occipital cortex and the peculiar aggregation of cerebellar regions to form a closed core. We also report the hierarchy of network segregation and the level of clusters integration as a function of the connectivity strength between brain regions.Rossana MastrandreaAndrea GabrielliFabrizio PirasGianfranco SpallettaGuido CaldarelliTommaso GiliNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 7, Iss 1, Pp 1-13 (2017) |
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Medicine R Science Q Rossana Mastrandrea Andrea Gabrielli Fabrizio Piras Gianfranco Spalletta Guido Caldarelli Tommaso Gili Organization and hierarchy of the human functional brain network lead to a chain-like core |
description |
Abstract The brain is a paradigmatic example of a complex system: its functionality emerges as a global property of local mesoscopic and microscopic interactions. Complex network theory allows to elicit the functional architecture of the brain in terms of links (correlations) between nodes (grey matter regions) and to extract information out of the noise. Here we present the analysis of functional magnetic resonance imaging data from forty healthy humans at rest for the investigation of the basal scaffold of the functional brain network organization. We show how brain regions tend to coordinate by forming a highly hierarchical chain-like structure of homogeneously clustered anatomical areas. A maximum spanning tree approach revealed the centrality of the occipital cortex and the peculiar aggregation of cerebellar regions to form a closed core. We also report the hierarchy of network segregation and the level of clusters integration as a function of the connectivity strength between brain regions. |
format |
article |
author |
Rossana Mastrandrea Andrea Gabrielli Fabrizio Piras Gianfranco Spalletta Guido Caldarelli Tommaso Gili |
author_facet |
Rossana Mastrandrea Andrea Gabrielli Fabrizio Piras Gianfranco Spalletta Guido Caldarelli Tommaso Gili |
author_sort |
Rossana Mastrandrea |
title |
Organization and hierarchy of the human functional brain network lead to a chain-like core |
title_short |
Organization and hierarchy of the human functional brain network lead to a chain-like core |
title_full |
Organization and hierarchy of the human functional brain network lead to a chain-like core |
title_fullStr |
Organization and hierarchy of the human functional brain network lead to a chain-like core |
title_full_unstemmed |
Organization and hierarchy of the human functional brain network lead to a chain-like core |
title_sort |
organization and hierarchy of the human functional brain network lead to a chain-like core |
publisher |
Nature Portfolio |
publishDate |
2017 |
url |
https://doaj.org/article/233b15c3ef6d4b7d8f8680376f95ae1c |
work_keys_str_mv |
AT rossanamastrandrea organizationandhierarchyofthehumanfunctionalbrainnetworkleadtoachainlikecore AT andreagabrielli organizationandhierarchyofthehumanfunctionalbrainnetworkleadtoachainlikecore AT fabriziopiras organizationandhierarchyofthehumanfunctionalbrainnetworkleadtoachainlikecore AT gianfrancospalletta organizationandhierarchyofthehumanfunctionalbrainnetworkleadtoachainlikecore AT guidocaldarelli organizationandhierarchyofthehumanfunctionalbrainnetworkleadtoachainlikecore AT tommasogili organizationandhierarchyofthehumanfunctionalbrainnetworkleadtoachainlikecore |
_version_ |
1718393906095194112 |