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Enhanced Dynamic Laterality Based on Functional Subnetworks in Patients with Bipolar Disorder
Dandan Li1, Jiangping Hao1, Jianchao Hao1
1College of Computer Science and Technology, Taiyuan University of Technology, Jinzhong 030600, China.
Bipolar disorder (BD) patients exhibit altered brain laterality, particularly in the attention network. Dynamic changes in brain lateralization offer new insights into BD neuropathology.
Area of Science:
- Neuroscience
- Psychiatry
- Brain Imaging
Background:
- Abnormal brain laterality is frequently observed in bipolar disorder (BD).
- Understanding altered brain lateralization is crucial for exploring BD pathogenesis.
- Dynamic changes in brain lateralization in BD remain understudied.
Purpose of the Study:
- To investigate dynamic changes in brain laterality in patients with bipolar disorder (BD) compared to normal controls (NC).
- To provide new insights into BD neuropathology through the analysis of dynamic brain lateralization.
Main Methods:
- Utilized functional magnetic resonance imaging (fMRI) data from 48 BD patients and 48 NC.
- Extracted dynamic laterality index (DLI) over sliding windows to create dynamic laterality time series.
- Employed k-means clustering and the Arenas-Fernandez-Gomez (AFG) algorithm to identify laterality states.
Main Results:
- BD patients showed higher mean laterality index (MLI) in the right hemisphere's attention network (AN) across all windows and in state 1 compared to NC.
- The left hemisphere's AN exhibited more frequent laterality fluctuations in BD patients.
- Higher MLI in the right hemisphere's AN during state 1 was associated with BD symptom severity.
Conclusions:
- Dynamic brain laterality analysis reveals distinct patterns in BD patients.
- Altered laterality in the attention network is a key feature of BD neuropathology.
- Findings contribute to a deeper understanding of BD's underlying brain mechanisms.
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Lateralization
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