This study proved that the alcohol precipitation group and 75% group components can enhance RCT by upregulating the PPARγ/LXRα/ABCA1 signalling pathway, thus reducing the lipid level in hypercholesterolemia mouse model and improving lipid accumulation in hepatocytes. The gene discussed is PPARG; the disease is Hypercholesterolemia.