A classification tree model identified five SNPs belonging to the genes PSMB10, TNFRSF10D, PSMB2, PPARD and CYP26B1, which were associated with CML predisposition. The gene discussed is CYP26B1; the disease is chronic myelogenous leukemia, BCR-ABL1 positive.