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.

Mastrandrea, R., Gabrielli, A., Piras, F., Spalletta, G., Caldarelli, G., Gili, T. (2017). Organization and hierarchy of the human functional brain network lead to a chain-like core. SCIENTIFIC REPORTS, 7(1), 4888 [10.1038/s41598-017-04716-3].

Organization and hierarchy of the human functional brain network lead to a chain-like core

Gabrielli A.;
2017-01-01

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.
2017
Mastrandrea, R., Gabrielli, A., Piras, F., Spalletta, G., Caldarelli, G., Gili, T. (2017). Organization and hierarchy of the human functional brain network lead to a chain-like core. SCIENTIFIC REPORTS, 7(1), 4888 [10.1038/s41598-017-04716-3].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11590/358220
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