Background: Glomerular endothelial cell (GEC) injury is one of the crucial causes of diabetic kidney disease (DKD). Endothelial progenitor cell (EPC) is the essential mechanism of vascular endothelial repair, which damages by diabetic pathology. Sodium Tanshinone Sulfonate ⅡA (STS) is known to protect endothelium, but the mechanism and the role in DKD need to be studied. Methods: EPC was treated with high glucose (HG), and thioredoxin interacting protein (TXNIP), NLR family pyrin domain containing 3 (NLRP3) inflammasome, DNA damage, proliferation, differentiation and senescence were detected; STS and EPC were intravenous injected into diabetic nude mice, the urine protein quantitation and urine protein/creatinine were detected; the Dil-labeled EPC was traced and the expression of TXNIP, caspase-1 (p20), p21, Ki67, CD31 were detected by fluorescence co-location in glomerulus.Results: We found that STS inhibited HG-induced TXNIP expression and NLRP3 inflammasome activation, catalase (CAT) inactivation, DNA damage, senescence; STS restored EPC proliferation and differentiation functions; advanced glycation end products (AGEs) produced in HG treated EPC supernatant, the receptor of AGE (RAGE) blocking inhibited TXNIP expression and NLRP3 inflammasome activation, which mimicked by STS. STS protected EPC functions in diabetic glomerular and enhanced EPC renal function amelioration. Conclusions: We concluded that STS watched CAT activity to prevent HG-induced EPC DNA damage, proliferation, differentiation dysfunction, accelerated senescence by inhibiting the RAGE-TXNIP-NLRP3 inflammasome-caspase-1 pathway.