We also demonstrated that the expression of LAG3 and PDCD1 in ccRCC tumors significantly correlated with CD8A expression in both MDACC cohort and TCGA cohort (Fig. 2c-d). The gene discussed is CD8A; the disease is nonpapillary renal cell carcinoma.