Our study suggests that the ALDH family member ALDH1A1 is one of the likely causes of recurrent AML, and also, that ALDH1A1 is the ALDH gene with the highest association with patient risk group classification during primary AML. The gene discussed is ALDH1A1; the disease is acute myeloid leukemia.