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Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences

Schizophrenia is often regarded as a “dysconnectivity” disorder and recent work using graph theory has been used to better characterize dysconnectivity of the structural connectome in schizophrenia. However, there are still little data on the topology of connectomes in less severe forms of the condi...

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Autores principales: Drakesmith, Mark, Caeyenberghs, Karen, Dutt, Anirban, Zammit, Stanley, Evans, C. John, Reichenberg, Abraham, Lewis, Glyn, David, Anthony S., Jones, Derek K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479544/
https://www.ncbi.nlm.nih.gov/pubmed/25832856
http://dx.doi.org/10.1002/hbm.22796
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author Drakesmith, Mark
Caeyenberghs, Karen
Dutt, Anirban
Zammit, Stanley
Evans, C. John
Reichenberg, Abraham
Lewis, Glyn
David, Anthony S.
Jones, Derek K.
author_facet Drakesmith, Mark
Caeyenberghs, Karen
Dutt, Anirban
Zammit, Stanley
Evans, C. John
Reichenberg, Abraham
Lewis, Glyn
David, Anthony S.
Jones, Derek K.
author_sort Drakesmith, Mark
collection PubMed
description Schizophrenia is often regarded as a “dysconnectivity” disorder and recent work using graph theory has been used to better characterize dysconnectivity of the structural connectome in schizophrenia. However, there are still little data on the topology of connectomes in less severe forms of the condition. Such analysis will identify topological markers of less severe disease states and provide potential predictors of further disease development. Individuals with psychotic experiences (PEs) were identified from a population‐based cohort without relying on participants presenting to clinical services. Such individuals have an increased risk of developing clinically significant psychosis. 123 individuals with PEs and 125 controls were scanned with diffusion‐weighted MRI. Whole‐brain structural connectomes were derived and a range of global and local GT‐metrics were computed. Global efficiency and density were significantly reduced in individuals with PEs. Local efficiency was reduced in a number of regions, including critical network hubs. Further analysis of functional subnetworks showed differential impairment of the default mode network. An additional analysis of pair‐wise connections showed no evidence of differences in individuals with PEs. These results are consistent with previous findings in schizophrenia. Reduced efficiency in critical core hubs suggests the brains of individuals with PEs may be particularly predisposed to dysfunction. The absence of any detectable effects in pair‐wise connections illustrates that, at less severe stages of psychosis, white‐matter alterations are subtle and only manifest when examining network topology. This study indicates that topology could be a sensitive biomarker for early stages of psychotic illness. Hum Brain Mapp 36:2629–2643, 2015.© 2015 TheAuthors Human Brain Mapping Published by Wiley Periodicals, Inc.
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spelling pubmed-44795442015-07-01 Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences Drakesmith, Mark Caeyenberghs, Karen Dutt, Anirban Zammit, Stanley Evans, C. John Reichenberg, Abraham Lewis, Glyn David, Anthony S. Jones, Derek K. Hum Brain Mapp Research Articles Schizophrenia is often regarded as a “dysconnectivity” disorder and recent work using graph theory has been used to better characterize dysconnectivity of the structural connectome in schizophrenia. However, there are still little data on the topology of connectomes in less severe forms of the condition. Such analysis will identify topological markers of less severe disease states and provide potential predictors of further disease development. Individuals with psychotic experiences (PEs) were identified from a population‐based cohort without relying on participants presenting to clinical services. Such individuals have an increased risk of developing clinically significant psychosis. 123 individuals with PEs and 125 controls were scanned with diffusion‐weighted MRI. Whole‐brain structural connectomes were derived and a range of global and local GT‐metrics were computed. Global efficiency and density were significantly reduced in individuals with PEs. Local efficiency was reduced in a number of regions, including critical network hubs. Further analysis of functional subnetworks showed differential impairment of the default mode network. An additional analysis of pair‐wise connections showed no evidence of differences in individuals with PEs. These results are consistent with previous findings in schizophrenia. Reduced efficiency in critical core hubs suggests the brains of individuals with PEs may be particularly predisposed to dysfunction. The absence of any detectable effects in pair‐wise connections illustrates that, at less severe stages of psychosis, white‐matter alterations are subtle and only manifest when examining network topology. This study indicates that topology could be a sensitive biomarker for early stages of psychotic illness. Hum Brain Mapp 36:2629–2643, 2015.© 2015 TheAuthors Human Brain Mapping Published by Wiley Periodicals, Inc. John Wiley and Sons Inc. 2015-04-02 /pmc/articles/PMC4479544/ /pubmed/25832856 http://dx.doi.org/10.1002/hbm.22796 Text en © 2015 The Authors Human Brain Mapping Published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Drakesmith, Mark
Caeyenberghs, Karen
Dutt, Anirban
Zammit, Stanley
Evans, C. John
Reichenberg, Abraham
Lewis, Glyn
David, Anthony S.
Jones, Derek K.
Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences
title Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences
title_full Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences
title_fullStr Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences
title_full_unstemmed Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences
title_short Schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences
title_sort schizophrenia‐like topological changes in the structural connectome of individuals with subclinical psychotic experiences
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479544/
https://www.ncbi.nlm.nih.gov/pubmed/25832856
http://dx.doi.org/10.1002/hbm.22796
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