In summary, the experimental results indicate that the BYHWT alcohol precipitation, 50% alcohol, and 75% alcohol components can modulate the PPARγ/LXRα/ABCA1 pathway in hypercholesterolemia mouse model to promote CHO metabolism. Here, PPARG is linked to Hypercholesterolemia.