In conclusion, our study demonstrates that Rb2 has a significant improving effect on NAFLD and glucose intolerance in db/db mice, and the underlying molecular mechanism of alleviating hepatic lipid accumulation is associated with the restoration of hepatic autophagy via sirt1 induction and AMPK activation. The gene discussed is SIRT1; the disease is metabolic dysfunction-associated steatotic liver disease.