The TPMT genotype was also identified as the strongest single genetic predictor for sepsis/recurrent infections (by all methods), for stomatitis (by LR and CART methods) and was associated with the occurrence of dose reductions due to therapy toxicities. The gene discussed is TPMT; the disease is stomatitis.