Both analyses identified DDB1 as an independent prognostic factor for bladder cancer (Fig. 2C-D), with hazard ratios of 1.009 (95% CI 1.005–1.014) and 1.0082 (95% CI 1.0034–1.0131), respectively, indicating statistical significance. Here, DDB1 is linked to urinary bladder cancer.