Therefore, given the atherosclerosis-promoting properties of AGE-RAGE axis, although the reason why DPP-4 caused vascular damage in diabetes remains unclear, DPP-4 itself might be involved in diabetic vascular injury. The gene discussed is DPP4; the disease is atherosclerosis.