In our study, patients in the high-risk group had low CD8 T cells and high macrophage M2 infiltration in the microenvironment, indicating that our 8-IRlncRNA classifier may interfere with immune cell infiltration in BLCA. Here, CD8A is linked to bladder transitional cell carcinoma.