Proliferative vitreoretinopathy(PVR) is a type of fibrotic eye disease with a poor clinical prognosis. Increasing evidence has shown that the primary pathological mechanism of PVR is the epithelial-mesenchymal transition(EMT) of retinal pigment epithelium(RPE) cells. Histone deacetylase 3(HDAC3) is a crucial enzyme involved in regulating the acetylation level of proteins. Several studies have reported associations between HDAC3 levels and EMT in various tumors; however, the specific effect of HDAC3 on PVR remains largely unknown. The current study found that HDAC3 was highly expressed in both human PVR membranes and experimental PVR. In vivo, silencing HDAC3 in RPE cells reduced their ability to develop experimental PVR through suppression of EMT. In vitro, inhibition of HDAC3 in RPE cells suppressed EGF-mediated cell proliferation, migration, and EMT. Additionally, overexpression of HDAC3 in RPE cells promoted cell proliferation, migration, and EMT. Mechanistically, the results of chromatin immunoprecipitation(ChIP) and luciferase assays revealed a direct binding of the transcription factor MAZ to the promoter region of HDAC3, thereby promoting its transcription. Furthermore, It was demonstrated that HDAC3 facilitated EMT by interacting with AKT and contributing to its deacetylation. In summary, our findings indicated the involvement of HDAC3 in the EMT of RPE cells, as well as its role in PVR through the regulation of the AKT pathway. These results suggested that targeting HDAC3 could be a potential strategy for preventing and treating PVR.