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Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia
Studies of dynamic functional connectivity (dFC) and topology can provide novel insights into the neurophysiology of brain dysfunction in schizophrenia and its relation to core symptoms of psychosis. Limited investigations of these disturbances have been conducted with never-treated first-episode pa...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9617869/ https://www.ncbi.nlm.nih.gov/pubmed/36309537 http://dx.doi.org/10.1038/s41537-022-00299-9 |
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author | You, Wanfang Luo, Lekai Yao, Li Zhao, Youjin Li, Qian Wang, Yuxia Wang, Yaxuan Zhang, Qian Long, Fenghua Sweeney, John A. Gong, Qiyong Li, Fei |
author_facet | You, Wanfang Luo, Lekai Yao, Li Zhao, Youjin Li, Qian Wang, Yuxia Wang, Yaxuan Zhang, Qian Long, Fenghua Sweeney, John A. Gong, Qiyong Li, Fei |
author_sort | You, Wanfang |
collection | PubMed |
description | Studies of dynamic functional connectivity (dFC) and topology can provide novel insights into the neurophysiology of brain dysfunction in schizophrenia and its relation to core symptoms of psychosis. Limited investigations of these disturbances have been conducted with never-treated first-episode patients to avoid the confounds of treatment or chronic illness. Therefore, we recruited 95 acutely ill, first-episode, never-treated patients with schizophrenia and examined brain dFC patterns relative to healthy controls using resting-state functional magnetic resonance imaging and a sliding-window approach. We compared the dynamic attributes at the group level and found patients spent more time in a hypoconnected state and correspondingly less time in a hyperconnected state. Patients demonstrated decreased dynamics of nodal efficiency and eigenvector centrality (EC) in the right medial prefrontal cortex, which was associated with psychosis severity reflected in Positive and Negative Syndrome Scale ratings. We also observed increased dynamics of EC in temporal and sensorimotor regions. These findings were supported by validation analysis. To supplement the group comparison analyses, a support vector classifier was used to identify the dynamic attributes that best distinguished patients from controls at the individual level. Selected features for case-control classification were highly coincident with the properties having significant between-group differences. Our findings provide novel neuroimaging evidence about dynamic characteristics of brain physiology in acute schizophrenia. The clinically relevant atypical pattern of dynamic shifting between brain states in schizophrenia may represent a critical aspect of illness pathophysiology underpinning its defining cognitive, behavioral, and affective features. |
format | Online Article Text |
id | pubmed-9617869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96178692022-10-31 Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia You, Wanfang Luo, Lekai Yao, Li Zhao, Youjin Li, Qian Wang, Yuxia Wang, Yaxuan Zhang, Qian Long, Fenghua Sweeney, John A. Gong, Qiyong Li, Fei Schizophrenia (Heidelb) Article Studies of dynamic functional connectivity (dFC) and topology can provide novel insights into the neurophysiology of brain dysfunction in schizophrenia and its relation to core symptoms of psychosis. Limited investigations of these disturbances have been conducted with never-treated first-episode patients to avoid the confounds of treatment or chronic illness. Therefore, we recruited 95 acutely ill, first-episode, never-treated patients with schizophrenia and examined brain dFC patterns relative to healthy controls using resting-state functional magnetic resonance imaging and a sliding-window approach. We compared the dynamic attributes at the group level and found patients spent more time in a hypoconnected state and correspondingly less time in a hyperconnected state. Patients demonstrated decreased dynamics of nodal efficiency and eigenvector centrality (EC) in the right medial prefrontal cortex, which was associated with psychosis severity reflected in Positive and Negative Syndrome Scale ratings. We also observed increased dynamics of EC in temporal and sensorimotor regions. These findings were supported by validation analysis. To supplement the group comparison analyses, a support vector classifier was used to identify the dynamic attributes that best distinguished patients from controls at the individual level. Selected features for case-control classification were highly coincident with the properties having significant between-group differences. Our findings provide novel neuroimaging evidence about dynamic characteristics of brain physiology in acute schizophrenia. The clinically relevant atypical pattern of dynamic shifting between brain states in schizophrenia may represent a critical aspect of illness pathophysiology underpinning its defining cognitive, behavioral, and affective features. Nature Publishing Group UK 2022-10-29 /pmc/articles/PMC9617869/ /pubmed/36309537 http://dx.doi.org/10.1038/s41537-022-00299-9 Text en © The Author(s) 2022 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article You, Wanfang Luo, Lekai Yao, Li Zhao, Youjin Li, Qian Wang, Yuxia Wang, Yaxuan Zhang, Qian Long, Fenghua Sweeney, John A. Gong, Qiyong Li, Fei Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia |
title | Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia |
title_full | Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia |
title_fullStr | Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia |
title_full_unstemmed | Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia |
title_short | Impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia |
title_sort | impaired dynamic functional brain properties and their relationship to symptoms in never treated first-episode patients with schizophrenia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9617869/ https://www.ncbi.nlm.nih.gov/pubmed/36309537 http://dx.doi.org/10.1038/s41537-022-00299-9 |
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