Backward selection with the Akaike information criterion (AIC) stopping rule resulted in the final model with seven predictors; age, smoking status, Karnofsky scale, history of macrovascular complications, duration of DM, serum albumin and hemoglobin level. The gene discussed is ALB; the disease is diabetes mellitus.