GLP-1 RA can activate GLP-1R and AMPK, induce vasodilation, and reduce vascular endothelial dysfunction caused by hyperglycemia or hyperlipidemia probably through improving metabolism and directly acting via vascular mechanisms [65]. This evidence concerns the gene GLP1R and hyperlipidemia.