• Sepsis-Induced Atrophy: Core pathway via NLRP3/GSDMD; upregulates MuRF1/MAFbx• Muscle atrophy: Dexamethasone-induced• Type II Diabetes: Mitochondrial ROS activates NLRP3. The gene discussed is GSDMD; the disease is Sepsis.