Previous research in ccRCC showed that the abundance of CD8+ T cells was positively correlated with the abundance of Tregs and T cells follicular helper, and negatively correlated with the abundance of M2 macrophages, which provides a theoretical support for our research results (Pan et al., 2020). Here, CD8A is linked to nonpapillary renal cell carcinoma.