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The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia

Network neuroscience shed some light on the functional and structural modifications occurring to the brain associated with the phenomenology of schizophrenia. In particular, resting-state functional networks have helped our understanding of the illness by highlighting the global and local alteration...

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Autores principales: Mastrandrea, Rossana, Piras, Fabrizio, Gabrielli, Andrea, Banaj, Nerisa, Caldarelli, Guido, Spalletta, Gianfranco, Gili, Tommaso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8319172/
https://www.ncbi.nlm.nih.gov/pubmed/34321538
http://dx.doi.org/10.1038/s41598-021-94825-x
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author Mastrandrea, Rossana
Piras, Fabrizio
Gabrielli, Andrea
Banaj, Nerisa
Caldarelli, Guido
Spalletta, Gianfranco
Gili, Tommaso
author_facet Mastrandrea, Rossana
Piras, Fabrizio
Gabrielli, Andrea
Banaj, Nerisa
Caldarelli, Guido
Spalletta, Gianfranco
Gili, Tommaso
author_sort Mastrandrea, Rossana
collection PubMed
description Network neuroscience shed some light on the functional and structural modifications occurring to the brain associated with the phenomenology of schizophrenia. In particular, resting-state functional networks have helped our understanding of the illness by highlighting the global and local alterations within the cerebral organization. We investigated the robustness of the brain functional architecture in 44 medicated schizophrenic patients and 40 healthy comparators through an advanced network analysis of resting-state functional magnetic resonance imaging data. The networks in patients showed more resistance to disconnection than in healthy controls, with an evident discrepancy between the two groups in the node degree distribution computed along a percolation process. Despite a substantial similarity of the basal functional organization between the two groups, the expected hierarchy of healthy brains' modular organization is crumbled in schizophrenia, showing a peculiar arrangement of the functional connections, characterized by several topologically equivalent backbones. Thus, the manifold nature of the functional organization’s basal scheme, together with its altered hierarchical modularity, may be crucial in the pathogenesis of schizophrenia. This result fits the disconnection hypothesis that describes schizophrenia as a brain disorder characterized by an abnormal functional integration among brain regions.
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spelling pubmed-83191722021-07-29 The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia Mastrandrea, Rossana Piras, Fabrizio Gabrielli, Andrea Banaj, Nerisa Caldarelli, Guido Spalletta, Gianfranco Gili, Tommaso Sci Rep Article Network neuroscience shed some light on the functional and structural modifications occurring to the brain associated with the phenomenology of schizophrenia. In particular, resting-state functional networks have helped our understanding of the illness by highlighting the global and local alterations within the cerebral organization. We investigated the robustness of the brain functional architecture in 44 medicated schizophrenic patients and 40 healthy comparators through an advanced network analysis of resting-state functional magnetic resonance imaging data. The networks in patients showed more resistance to disconnection than in healthy controls, with an evident discrepancy between the two groups in the node degree distribution computed along a percolation process. Despite a substantial similarity of the basal functional organization between the two groups, the expected hierarchy of healthy brains' modular organization is crumbled in schizophrenia, showing a peculiar arrangement of the functional connections, characterized by several topologically equivalent backbones. Thus, the manifold nature of the functional organization’s basal scheme, together with its altered hierarchical modularity, may be crucial in the pathogenesis of schizophrenia. This result fits the disconnection hypothesis that describes schizophrenia as a brain disorder characterized by an abnormal functional integration among brain regions. Nature Publishing Group UK 2021-07-28 /pmc/articles/PMC8319172/ /pubmed/34321538 http://dx.doi.org/10.1038/s41598-021-94825-x Text en © The Author(s) 2021 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Mastrandrea, Rossana
Piras, Fabrizio
Gabrielli, Andrea
Banaj, Nerisa
Caldarelli, Guido
Spalletta, Gianfranco
Gili, Tommaso
The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia
title The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia
title_full The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia
title_fullStr The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia
title_full_unstemmed The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia
title_short The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia
title_sort unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8319172/
https://www.ncbi.nlm.nih.gov/pubmed/34321538
http://dx.doi.org/10.1038/s41598-021-94825-x
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