More importantly, advanced ccRCC is featured as terminally exhausted CD8 T cells and M2-like macrophages simultaneously and expresses ligands and receptors to support T cell dysfunction and M2-like polarization [11]. The gene discussed is CD8A; the disease is nonpapillary renal cell carcinoma.