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Frequency-Specific Resting Connectome in Bipolar Disorder: An MEG Study
Masakazu Sunaga1, Yuichi Takei1, Yutaka Kato1,2
1Department of Psychiatry and Neuroscience, Gunma University Graduate School of Medicine, Maebashi, Japan.
Magnetoencephalography (MEG) reveals altered brain connectivity in bipolar disorder (BD). Specific network changes in the limbic network (LM) correlate with depressive symptoms, suggesting potential biomarkers for BD diagnosis.
Area of Science:
- Neuroscience
- Psychiatry
- Brain Imaging
Background:
- Bipolar disorder (BD) lacks clinical biomarkers and has a high suicide rate.
- Magnetoencephalography (MEG) offers a novel approach to investigate brain connectivity.
- Previous studies have not explored frequency-specific resting-state connectomes in BD patients.
Purpose of the Study:
- To investigate functional connectivity in bipolar disorder using resting-state MEG.
- To explore oscillatory representations of clinical symptoms in BD via graph analysis.
- To identify potential biomarkers for BD diagnosis and symptom severity.
Main Methods:
- A prospective case-control study involving 17 BD patients and 22 healthy controls (HCs).
- Resting-state MEG data acquisition and source current distribution estimation.
- Orthogonalized envelope correlations analyzed across seven network modules in different frequency bands.
Main Results:
- Significantly altered inter-community edges in the limbic network (LM), default mode network (DMN), and salience network (SAL) in BD patients.
- Increased intra-community edges in the left LM at the high beta band in the BD group.
- Positive correlations between left LM connectivity at high beta band and depressive symptom severity in BD.
Conclusions:
- Graph theory analysis of resting-state MEG provides novel insights into BD functional connectivity.
- Altered connectivity in the LM at the beta band may serve as an objective biomarker for depressive symptoms in BD.
- This MEG-based approach may aid in the diagnosis and understanding of BD, compensating for fMRI limitations.
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