Both the Lasso regression score and the multivariate analysis regression score indicated that overexpression of MDGA2, DLX1, and DSC1 was associated with an increased risk, whereas overexpression of UGT2B4, GNLY, and GGT2 were indicative of a protective role against BLCA. Here, DSC1 is linked to bladder transitional cell carcinoma.