The results indicated that G. pentaphyllum and these components significantly modulate the protein expression of the LOX1‐PI3K‐AKT‐eNOS pathway, offering strong support for the potential mechanisms of G. pentaphyllum in the treatment of hyperlipidemia. This evidence concerns the gene OLR1 and hyperlipidemia.