Furthermore, this study identified CYP4F8, PDZD3, CRTAC1, and LRTM1 as significantly downregulated genes in the low-risk group, suggesting their potential roles as tumor suppressor genes in BLCA. This evidence concerns the gene CYP4F8 and bladder transitional cell carcinoma.