AimThis study aimed to investigate the neuroinflammatory hypothesis of depression and the potential anti‐inflammatory effect of electroconvulsive therapy (ECT) in vivo, utilizing astrocyte‐derived extracellular vesicles (ADEVs) isolated from plasma.MethodsA total of 40 patients with treatment‐resistant depression (TRD) and 35 matched healthy controls (HCs) were recruited at baseline, and 34 TRD patients completed the post‐ECT visits. Blood samples were collected at baseline and post‐ECT. Plasma ADEVs were isolated and confirmed, and the concentrations of two astrocyte markers (glial fibrillary acidic protein (GFAP) and S100β), an EV marker cluster of differentiation (CD) 81, and nine inflammatory markers in ADEVs were measured as main analyses. Additionally, correlation analysis was conducted between clinical features and ADEV protein levels as exploratory analysis.ResultsAt baseline, the TRD group exhibited significantly higher levels of two astrocyte markers GFAP and S100β, as well as CD81 compared to the HCs. Inflammatory markers interferon (IFN)‐γ, interleukin (IL)‐1β, IL‐4, IL‐6, tumor necrosis factor (TNF)‐α, IL‐10, and IL‐17A were also significantly higher in the TRD group. After ECTs, there was a significant reduction in the levels of GFAP, S100β, and CD81, along with a significant decrease in the levels of IFN‐γ and IL‐4. Furthermore, higher levels of GFAP, S100β, CD81 and inflammatory cytokines were associated with more severe depressive symptoms and poorer cognitive function.ConclusionThis study provides direct insight supporting the astrocyte activation and neuroinflammatory hypothesis of depression using ADEVs. ECT may exert anti‐inflammatory effect through inhibition of such activation of astrocytes.This article is protected by copyright. All rights reserved.