This study shows that six factors, including gender, age, HDL-C, ApoB/A1, UA,and TyG-BMI, are closely associated with the occurrence of SMI in MI patients.The model developed demonstrated excellent performance in discrimination,predictive consistency, and clinical applicability. This evidence concerns the gene APOB and myocardial infarction.