Specifically, BMAL1 knock-out mice developed hyperlipidemia and hepatic steatosis, while PER2-deficient mice demonstrated abnormal lipid metabolism [114,115], emphasizing the importance of liver clock genes in the development of both NAFLD and PCOS. The gene discussed is PER2; the disease is metabolic dysfunction-associated steatotic liver disease.