Previous research has shown that individual indicators are closely related to the onset and progression of HRPs, as exemplified by the European Society of Cardiology/European Atherosclerosis Blood Lipid Management Guidelines, which emphasize the causal relationship between LDL-C and all apolipoprotein B lipoproteins in arteriosclerotic cardiovascular disease. Here, APOB is linked to atherosclerosis.