Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1782378026963566592 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4479544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT drakesmithmark schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT caeyenberghskaren schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT duttanirban schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT zammitstanley schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT evanscjohn schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT reichenbergabraham schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT lewisglyn schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT davidanthonys schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences AT jonesderekk schizophrenialiketopologicalchangesinthestructuralconnectomeofindividualswithsubclinicalpsychoticexperiences |