Consistent with the analysis previously discussed, which demonstrated low representation of non-ccRCC in the T-effector subgroup, non-ccRCC are relatively “cold” compared to ccRCC, with a lower infiltrate of CD8+ T and cytotoxic T cells. The gene discussed is CD8A; the disease is nonpapillary renal cell carcinoma.