In conclusion, E2 supplementation prevented OVX-induced NAFLD in female rats by upregulating the ERα/SIRT1/PCG-1α signaling pathway and protecting mitochondrial function. The gene discussed is ESR1; the disease is metabolic dysfunction-associated steatotic liver disease.