Microvascular dysfunction is a hallmark of diabetic retinopathy (DR), which may lead to visual impairment and blindness. Procyanidin B2 (PB2) is a subclass of flavonoids and is widely known due to its anti-oxidant and antiinflammatory effects. However, little is known about the effect of PB2 on hyperglycemia stress-induced retinal microvascular dysfunction. The purpose of this study was to investigate the effect of PB2 against hyperglycemia stress in rat retinal capillary endothelial cells (TR-iBRB2) as well as the underpinning mechanism. Cell viability was determined using MTT assay. ROS, NOX activity analysis, Western blot analysis, and immunofluorescence analysis were applied in the study. The results showed that PB2 pre-treatment significantly reduced high glucose- induced cytotoxicity in TR-iBRB2 cells by suppressing oxidative stress and inflammasome activation. Mechanistical study revealed that redoxosomes were formed and activated in TR-iBRB2 cells upon hyperglycemia stress, resulting in activation of NF- κB and thus induction of oxidative stress and inflammasomes activation. However, PB2 pre-treatment dose-dependently attenuated the above events, indicating the protective effect of PB2 against hyperglycemia stress was achieved by regulating redoxosomes/ NF-kB signaling. Our findings may contribute to the potential clinical use of PB2 in treating DR and suggest redoxosomes/NF-kB signaling may be a potential therapeutic target of this disease.