Among patients with BLCA, the high-risk group frequently exhibited higher levels of immune cell infiltration (especially comprising naïve B-cells, memory CD4+ T-cells, resting macrophages, and resting dendritic cells (DCs)). Here, CD4 is linked to bladder transitional cell carcinoma.