4.5 Article

Electroconvulsive Therapy-Induced Changes in Functional Brain Network of Major Depressive Disorder Patients: A Longitudinal Resting-State Electroencephalography Study

Journal

FRONTIERS IN HUMAN NEUROSCIENCE
Volume 16, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fnhum.2022.852657

Keywords

electroconvulsive therapy; electroencephalography; major depressive disorder; functional connectivity; graph theory analysis

Funding

  1. National Key Research and Development Program of China [2019YFA0706200]
  2. National Natural Science Foundation of China [61632014, 61627808, 61210010]
  3. National Basic Research Program of China [2014CB744600]
  4. Program of Beijing Municipal Science and Technology Commission [Z171100000117005]
  5. Typical Application Demonstration Project of Shandong Academy of Intelligent Computing Technology [SDAICT2081020]
  6. Fundamental Research Funds for the Central Universities [lzujbky-2017-it74, lzujbky-2017-it75, lzujbky-2019-26, lzuxxxy-2019-tm08]

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This study found that ECT treatment can alter the topology organization of functional brain networks in patients with depression, and these changes are associated with clinical remission.
ObjectivesSeveral studies have shown abnormal network topology in patients with major depressive disorder (MDD). However, changes in functional brain networks associated with electroconvulsive therapy (ECT) remission based on electroencephalography (EEG) signals have yet to be investigated. MethodsNineteen-channel resting-state eyes-closed EEG signals were collected from 24 MDD patients pre- and post-ECT treatment. Functional brain networks were constructed by using various coupling methods and binarization techniques. Changes in functional connectivity and network metrics after ECT treatment and relationships between network metrics and clinical symptoms were explored. ResultsECT significantly increased global efficiency, edge betweenness centrality, local efficiency, and mean degree of alpha band after ECT treatment, and an increase in these network metrics had significant correlations with decreased depressive symptoms in repeated measures correlation. In addition, ECT regulated the distribution of hubs in frontal and occipital lobes. ConclusionECT modulated the brain's global and local information-processing patterns. In addition, an ECT-induced increase in network metrics was associated with clinical remission. SignificanceThese findings might present the evidence for us to understand how ECT regulated the topology organization in functional brain networks of clinically remitted depressive patients.

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