According to the method of systematic random sampling, the sample size was divided into test set and verification set, and the decision tree model of SLC2A3, EPAS1, HMOX1, ATM and FANCD2 genes on myocardial infarction was established. This evidence concerns the gene EPAS1 and myocardial infarction.