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Updated: Sep 10, 2025

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Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms
Published on: November 1, 2019
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Disrupted cortical organization in schizophrenia based on functional connectivity gradients
Ozgul Uslu1,2, Birce Begum Burhanoglu1,2, Asli Ceren Hinc1,3
1SoCAT Lab, Department of Psychiatry, School of Medicine, Ege University, Izmir, Turkey.
European Archives of Psychiatry and Clinical Neuroscience
|August 19, 2025
Summary
Schizophrenia disrupts brain functional organization, showing reduced sensorimotor-to-transmodal differentiation. These changes in the primary gradient correlate with clinical symptoms, offering new insights into brain dysfunction in schizophrenia.
Area of Science:
- Neuroscience
- Psychiatry
- Brain Imaging
Background:
- Schizophrenia is characterized by functional connectivity disruptions, but specific brain regions and connectivity directions are inconsistent.
- A comprehensive whole-brain functional connectivity analysis is needed to understand brain dysfunction and symptoms.
- Gradient-based analysis offers a novel framework to investigate brain organization in schizophrenia.
Purpose of the Study:
- To investigate differences in primary gradient organization between schizophrenia patients and healthy controls.
- To explore the relationship between primary gradient alterations and clinical symptoms in schizophrenia.
Main Methods:
- Gradient analysis applied to resting-state fMRI data.
- Characterization of sensorimotor-to-transmodal functional cortical organization.
- Correlation analysis with Positive and Negative Syndrome Scale (PANSS) and Scale for the Assessment of Negative Symptoms (SANS) scores.
Main Results:
- Schizophrenia patients showed reduced sensorimotor-to-transmodal differentiation compared to controls.
- Increased gradient values in sensorimotor systems (e.g., visual network) and decreased values in higher-level systems (e.g., salience, frontoparietal networks) were observed.
- Primary gradient alterations correlated significantly with PANSS positive and negative subscales and SANS total scores.
Conclusions:
- Schizophrenia involves disrupted cortical functional organization due to reduced sensorimotor-to-transmodal gradient differentiation.
- These gradient alterations explain variability in specific clinical symptoms of schizophrenia.
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