That is, patients with angina pectoris with lower HDL and higher Apo B were more likely to have more severe coronary atherosclerosis, which was similar to the findings of previous studies [24,25,26,27] that abnormal lipid metabolism has a very important influence on the development of coronary atherosclerosis [28]. Here, APOB is linked to coronary atherosclerosis.