The baseline characteristics of the three groups are presented in Table 1, the significant differences were observed among the groups in terms of ischemic time, dyslipidemia, LVEF < 40%, white blood cell count (WBC), low-density lipoprotein cholesterol (LDL-C), total cholesterol (TC), Apolipoprotein B (ApoB), and TyG index significantly increased with increasing tertiles, while it significantly decreases with the increase in tertiles for diabetic patients (P < 0.05). The gene discussed is APOB; the disease is metabolic syndrome.