Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study
Summary
Dynamic Regional Phase Synchrony (DRePS) reveals altered static local functional connectivity (FC) in first episode schizophrenia (FES) patients. Combining static and dynamic FC metrics improves diagnostic accuracy for schizophrenia.
Area of Science:
- Neuroscience
- Psychiatry
- Medical Imaging
Background:
- Schizophrenia involves global functional connectivity (FC) disturbances.
- Local FC dynamics in never-treated first episode schizophrenia (FES) are poorly understood.
- Dynamic Regional Phase Synchrony (DRePS) offers a novel method for local FC analysis.
Purpose of the Study:
- To comprehensively examine static and dynamic local FC alterations in FES patients.
- To compare DRePS-derived static local FC with traditional regional homogeneity (ReHo) methods.
- To explore the association between local FC metrics and clinical/cognitive characteristics in FES.
Main Methods:
- Resting-state fMRI was used in FES patients (N=74) and healthy controls (HCs, N=41).
- Dynamic Regional Phase Synchrony (DRePS) was applied for local FC analysis.
- Static local FC metrics were compared with Kendall's coefficient of concordance (KCC-ReHo) and frequency coherence (Cohe-ReHo).
Main Results:
- FES patients showed increased static local FC in specific brain regions (e.g., temporal gyri, hippocampus, basal ganglia) compared to HCs.
- No significant differences in dynamic local FC metrics were found between FES and HCs.
- A combination of static and dynamic FC features significantly predicted Global Assessment of Functioning and Brief Visuospatial Memory Test-Revised scores.
- Including DRePS' zero crossing ratio improved classification accuracy for schizophrenia detection.
Conclusions:
- Schizophrenia is associated with altered static local functional connectivity.
- Dynamic local FC metrics alone did not differentiate FES from HCs.
- DRePS, particularly its dynamic metrics, shows potential as a diagnostic biomarker for schizophrenia when combined with static measures.
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