To test the prediction power of those genes, we developed a regression model for urothelial carcinoma that defined a set of 3 genes: NKIRAS2, AKTIP, and HLA-DQA1, which provides the likelihood of development of primary urothelial carcinoma with same estimation for male and female. Here, HLA-DQA1 is linked to urothelial carcinoma.