In our analysis, MI UC samples exhibited an immunosuppressive landscape characterized by a reduction in effector T cells, increased CD8+ T-cell exhaustion, increased Treg expansion, and a greater abundance of M2-polarized macrophages (Figure 3D, 4D), which may contribute to tumour progression and immune evasion. Here, CD8A is linked to neoplasm.