Previous studies have shown that ccRCC is one of the most immune-infiltration cancers, with high levels of CD8+ T cell, B cell memory, and T cell regulated (Tregs) infiltration. This evidence concerns the gene CD8A and nonpapillary renal cell carcinoma.