Aberrant Modular Dynamics of Functional Networks in Schizophrenia and Their Relationship With Neurotransmitter and Gene Expression Profiles

Numerous studies have emphasized the time-varying modular architecture of functional brain networks and its relevance to cognitive functions in healthy participants. However, how modular dynamics of resting-state functional networks change in schizophrenia and how these alterations relate to neurotransmitter and transcriptomic signatures have not been well elucidated. We harmonized resting-state fMRI data from a multi-site sample including 223 patients and 279 healthy controls and applied the multilayer network method to estimate the regional module switching rate (flexibility) of functional brain connectomes. We examined aberrant flexibility in patients relative to controls and explored its relations to neurotransmitter systems and postmortem gene expression. Compared with controls, patients with schizophrenia had significantly higher flexibility in the somatomotor and right visual regions, and lower flexibility in the left parahippocampal gyrus, right supramarginal gyrus, right frontal-operculum-insula, bilateral precuneus, posterior cingulate cortex, and bilateral inferior parietal gyrus. These alterations were associated with multiple neurotransmitter systems and weighted gene transcriptomic profiles. The most relevant genes were preferentially enriched for biological processes of transmembrane transport and brain development, specific cell types, and previously identified schizophrenia-related genes. This study reveals aberrant modular dynamics in schizophrenia and its relations to neurotransmitter systems and schizophrenia-related transcriptomic profiles, providing insights into the understanding of the pathophysiology underlying schizophrenia.

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Publication Details

Journal
Human Brain Mapping
Published
2025-08-15
DOI
https://doi.org/10.1002/hbm.70304
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Aberrant Modular Dynamics of Functional Networks in Schizophrenia and Their Relationship With Neurotransmitter and Gene Expression Profiles

Yi Zhen, Shaoting Tang, Yi Zheng, Zhiming Zheng et al.
Human Brain Mapping
Functional Brain Connectivity Studies
article

Aberrant Modular Dynamics of Functional Networks in Schizophrenia and Their Relationship With Neurotransmitter and Gene Expression Profiles

Yi Zhen, Shaoting Tang, Yi Zheng, Zhiming Zheng, Hongwei Zheng, Yaqian Yang
article en

Abstract

Numerous studies have emphasized the time-varying modular architecture of functional brain networks and its relevance to cognitive functions in healthy participants. However, how modular dynamics of resting-state functional networks change in schizophrenia and how these alterations relate to neurotransmitter and transcriptomic signatures have not been well elucidated. We harmonized resting-state fMRI data from a multi-site sample including 223 patients and 279 healthy controls and applied the multilayer network method to estimate the regional module switching rate (flexibility) of functional brain connectomes. We examined aberrant flexibility in patients relative to controls and explored its relations to neurotransmitter systems and postmortem gene expression. Compared with controls, patients with schizophrenia had significantly higher flexibility in the somatomotor and right visual regions, and lower flexibility in the left parahippocampal gyrus, right supramarginal gyrus, right frontal-operculum-insula, bilateral precuneus, posterior cingulate cortex, and bilateral inferior parietal gyrus. These alterations were associated with multiple neurotransmitter systems and weighted gene transcriptomic profiles. The most relevant genes were preferentially enriched for biological processes of transmembrane transport and brain development, specific cell types, and previously identified schizophrenia-related genes. This study reveals aberrant modular dynamics in schizophrenia and its relations to neurotransmitter systems and schizophrenia-related transcriptomic profiles, providing insights into the understanding of the pathophysiology underlying schizophrenia.

Human Brain MappingVol. 46(12)
Binzhou Medical University (CN), Shandong University of Aeronautics (CN), Beijing Computing Center (CN), Beijing Advanced Sciences and Innovation Center (CN), Beihang University (CN)
Japan Agency for Medical Research and Development, National Natural Science Foundation of China, China Postdoctoral Science Foundation, National Science and Technology Major Project, National Institutes of Health, Beijing Municipal Natural Science Foundation, Fundamental Research Funds for the Central Universities, National Institute of Mental Health
Openalex Percentile: Top 79%
Functional Brain Connectivity Studies
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