In this study, we selected four hypoxia-related genes that were highly related to bladder cancer patients’ survival status, including ANXA2, GALK1, COL5A1, and HS3ST1, to construct a signature and this signature is independent of other clinical characteristics. Here, COL5A1 is linked to urinary bladder carcinoma.