In conclusion, this study found that ceramide-mediated endothelial pyroptosis depends on the activation of ROS-dependent TXNIP/NLRP3/GSDMD signalling, and TXNIP inhibition may provide an important adjuvant therapeutic approach for alleviating vascular endothelial injury in sepsis and other diseases. The gene discussed is GSDMD; the disease is Sepsis.