CDK1 and urinary bladder cancer: Specifically, CDK1, with an AUC value of 0.93, followed by PLK1 at 0.91 and AURKB at 0.90, showed the largest areas under the ROC curve, indicating their strong potential for distinguishing between bladder cancer and normal samples (Figure 3).