Additionally, NRAS, EHD4, ITGB1 and MUC1, which were among the protein set correlating with bladder cancer on PCA, have been found in various studies of bladder cancer exosomes35,36. This evidence concerns the gene MUC1 and urinary bladder carcinoma.