PANoptosis represents a converging mechanism in DKD, integrating pyroptosis, apoptosis, and necroptosis to exacerbate podocyte loss and inflammation, with TNF-related apoptosis-inducing ligand (TRAIL) signaling as a key trigger. The gene discussed is TNFSF10; the disease is diabetic kidney disease.