Polygala tenuifolia Willd. Extract delays non-alcoholic fatty liver disease progression in rats via the COX2 and PERK-elF2α-ATF4 pathway. The gene discussed is EIF2AK3; the disease is metabolic dysfunction-associated steatotic liver disease.