Causal Interactions Between the Default Mode Network and Central Executive Network in Patients with Major Depression
Jiaming Li1, Jian Liu2, Yufang Zhong3
1School of Biomedical Engineering, Fourth Military Medical University, Xi'an, Shaanxi 710032, China; School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710071, China.
Major depressive disorder (MDD) is linked to altered brain network interactions. Patients with MDD show impaired control of the default mode network (DMN) by the central executive network (CEN), impacting neural substrates.
Area of Science:
- Neuroscience
- Psychiatry
- Cognitive Science
Background:
- The human brain features interacting task-positive (central executive network - CEN) and task-negative (default mode network - DMN) systems.
- Previous research links both CEN and DMN to major depressive disorder (MDD), but causal interactions remain unclear.
Purpose of the Study:
- To investigate causal interactions between the CEN and DMN in individuals with MDD compared to healthy controls.
- To elucidate how these network dynamics contribute to the neural underpinnings of depression.
Main Methods:
- Resting-state fMRI data from 43 MDD patients and 56 healthy controls.
- Spectral dynamic causal modeling (spDCM) to analyze effective connectivity.
- Parametric empirical Bayes (PEB) model for group comparisons.
Main Results:
- Significant effective connectivity was observed between CEN and DMN regions in both groups.
- Inhibitory influences from CEN to DMN were detected, potentially explaining observed anticorrelations.
- MDD patients exhibited increased within-CEN connectivity and reduced CEN-to-DMN connectivity compared to controls.
Conclusions:
- MDD is associated with altered causal interactions between the CEN and DMN.
- Impaired top-down control of the DMN by the CEN may be a key feature of MDD.
- Findings offer novel insights into the neural basis of major depressive disorder.
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