After adjusting for age and other potential confounding factors, multivariate logistic regression showed that the TyG index, Killip class > 1, anaemia, albumin, uric acid, number of stents and LVEF were independent predictors of MACCEs in STEMI patients after PCI (all P < 0.05). The gene discussed is ALB; the disease is anemia (phenotype).