The TME cell network revealed that four types of immune cells, macrophages (M0), CD8+ T cells, mast cells (activated), and neutrophils, had significant effects on the prognosis of BLCA (p < 0.05). Here, CD8A is linked to bladder transitional cell carcinoma.