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Topologically state-independent and dependent functional connectivity patterns in current and remitted depression.
Daifeng Dong1, Chuting Li1, Qingsen Ming2
1Medical Psychological Center, The Second Xiangya Hospital of Central South University, Changsha, Hunan, PR China; Medical Psychological Institute of Central South University, Changsha, Hunan, PR China; China National Clinical Research Center on Mental Disorders (Xiangya), Changsha, Hunan, PR China.
Major depressive disorder (MDD) shows widespread brain network alterations. These topological deficits in brain regions regulating mood are state-independent biomarkers in both current and remitted MDD patients.
Area of Science:
- Neuroscience
- Psychiatry
- Network Science
Background:
- Major depressive disorder (MDD) is a complex mental health condition with unclear pathophysiology.
- Identifying neural biomarkers can aid in understanding MDD and developing effective treatments.
Purpose of the Study:
- To investigate state-independent and state-dependent topological alterations in brain functional networks of individuals with MDD.
- To identify potential neural biomarkers for MDD using resting-state functional magnetic resonance imaging (fMRI).
Main Methods:
- Acquired resting-state fMRI data from 59 unmedicated current MDD (cMDD) patients, 48 remitted MDD (rMDD) patients, and 60 healthy controls (HCs).
- Applied graph theory to analyze whole-brain functional network topology at global and nodal levels.
Main Results:
- Both cMDD and rMDD groups exhibited decreased global normalized clustering coefficients compared to HCs.
- Decreased nodal centrality was observed in both patient groups, particularly in mood-regulation brain regions (dorsolateral prefrontal cortex, posterior parietal cortex, posterior cingulate cortex).
- The rMDD group showed higher nodal centrality in the right parahippocampal gyrus compared to the cMDD group.
Conclusions:
- Deficits in whole-brain and mood-regulation brain region topological organization are state-independent biomarkers in both current and remitted MDD.
- These findings suggest persistent neural network alterations in MDD, regardless of symptom state.
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