The result revealed a significant interaction between IRX6 rs6499755 and HAAO rs3816183 in the risk of hypospadias (cross-validation consistency = 10/10, testing balanced accuracy = 0.6065, p=0.0010) (Table 2). The gene discussed is HAAO; the disease is hypospadias.