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Updated: May 12, 2025

Microstate and Omega Complexity Analyses of the Resting-state Electroencephalography
Published on: June 15, 2018
Association between Electroencephalographic microstates abnormalities and cognitive dysfunction in drug-naive MDD
Qin Qin1, Xinyu Liu2, Bin Wang1
1National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, PR China; Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, PR China.
Major depressive disorder (MDD) is linked to altered brain dynamics, specifically reduced microstate D and shorter microstate C duration. These EEG microstate changes correlate with cognitive impairments in processing speed and working memory.
Area of Science:
- Neuroscience
- Psychiatry
- Cognitive Science
Background:
- Major Depressive Disorder (MDD) is associated with cognitive deficits.
- Understanding the neural underpinnings of these deficits is crucial for developing targeted interventions.
- Electroencephalography (EEG) microstates offer insights into large-scale brain network dynamics.
Purpose of the Study:
- To investigate the relationship between EEG microstate anomalies and cognitive impairments in drug-naive individuals with MDD.
- To identify specific EEG microstate alterations associated with cognitive deficits in MDD.
- To explore correlations between EEG microstate parameters and cognitive function domains.
Main Methods:
- Recruited 29 drug-naive MDD patients and 30 healthy controls.
- Assessed cognitive function using the MATRICS Consensus Cognitive Battery (MCCB).
- Analyzed resting-state EEG data using Microstate Analysis plugin for EEGLAB.
Main Results:
- MDD patients exhibited lower scores in six MCCB cognitive domains.
- EEG analysis revealed decreased microstate C duration and reduced microstate D proportion and occurrence in MDD patients.
- Significant alterations in microstate transition probabilities were observed between groups.
- Microstate D proportion and occurrence positively correlated with processing speed and working memory scores.
Conclusions:
- Drug-naive MDD patients display altered sub-second brain dynamics, evidenced by changes in EEG microstates C and D.
- These neurophysiological alterations are linked to specific cognitive impairments, including processing speed and working memory deficits.
- EEG microstate analysis provides a valuable tool for understanding the neurobiological basis of cognitive dysfunction in MDD.
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