To date, SIRT1–5 have been proven to be involved in mitochondrial biogenesis in NAFLD patients or animal models, but the roles of SIRT6 and 7 in mitochondria are still unclear and need further study. The gene discussed is SIRT1; the disease is metabolic dysfunction-associated steatotic liver disease.