Our findings suggest that the polymorphism of NUDT15 (415C>T) is a significantly relative factor in the context of AZA-induced myelosuppression, and epistatic interactions between ITPA (94C>A) and NUDT15 (415C>T) affect the occurrence of myelosuppression. The gene discussed is NUDT15; the disease is myelosuppression.