This review focused on delineating the functions of key molecules involved in cellular pyroptosis, such as the NLRP3 inflammasome, GSDMD, the caspase family, and their roles in mediating pyroptosis during the development of NAFLD. The gene discussed is NLRP3; the disease is metabolic dysfunction-associated steatotic liver disease.