Two donor factors and ten recipient factors were identified as optimal input features by the forwards stepwise selection algorithm: donor age and BMI; serum concentration of HB, Crea, ALB, TB, ALT, INR, Na+; presence of pretransplant diabetes; dialysis prior to transplantation, and microbiologically-proven sepsis. The gene discussed is GSTM1; the disease is diabetes mellitus.