Particularly, CBXs were associated mainly with neutrophils, CD4+ T cells, and B cells in ccRCC and with dendritic cells, neutrophils, and CD8+ T cells in the papillary subtype. Here, CD8A is linked to nonpapillary renal cell carcinoma.