Using mass cytometry data for T cells isolated from four healthy tissue samples, 68 ccRCC primary tumors, and four ccRCC metastasis, we identified a PD-1+ Ki-67Hi subset in 14.6% of a CD45+ CD3+ CD8+ T cells (Fig. 6d). Here, CD8A is linked to nonpapillary renal cell carcinoma.