Eleven available predictors for 5-year mortality nomogram, including age, sex, diabetes, CVD, BMI, smoking, lipid-lowering drugs, SBP, hemoglobin, albumin and BUN, were identified by logistic regression model. The gene discussed is ALB; the disease is diabetes mellitus.