AIM: To investigate the effects of quercetin on diabetic retinopathy (DR) and its association with nucleotide-binding oligomerization domain-like receptors 3 (NLRP3) inflammasome and autophagy using retinal endothelial cell as an experimental model. METHODS: Human retinal microvascular endothelial cells (HRMECs) were cultured in vitro and assigned into the control group, high-glucose (HG) group, and HG+different concentrations of quercetin groups. Cellular viability, migration, and tube formation in these groups was detected by MTT, transwell and matrigel assay, respectively. Expressions of NLRP3, apoptosis-associated speck-like protein (ASC), cysteiny aspartate-specific protease-1 (Caspase-1) as well as microtubule-related protein 1 light chain 3 (LC3) and Beclin-1 were detected by Western blotting. Expressions of IL-1β and IL-18 were detected by ELISA and cellular autophagy was detected by Cyto-ID® autophagy detection kit. RESULTS: Under an HG condition, the viability, migration, tube formation of HRMECs, and the protein expressions of NLRP3, ASC, Caspase-1, IL-1β, IL-18, LC3, and Beclin-1 as well as autophagy were all increased. Quercetin inhibited angiogenesis of HRMECs as well as the expressions of NLRP3, ASC, Caspase-1, IL-1β, IL-18, LC3, Beclin-1, and autophagy of HRMECs under a HG condition. The inhibitory effects of quercetin on angiogenesis, NLRP3 inflammasome and autophagy increased with the increase of its concentration. CONCLUSION: The therapeutic potential of quercetin in retinal neovascularization of DR, and inhibition of NLRP3 inflammasome and autophagy signaling pathway may be involved.