Based on the infiltration abundance of the different immune cell populations in the ccRCC TME quantified by ssGSEA analysis, the proportion of immune cell subsets, such as CD8 + T cells, T helper cells, and TIL, increased significantly in the high-risk group (Figure 8D). The gene discussed is CD8A; the disease is nonpapillary renal cell carcinoma.