proposed that, compared with renal cell carcinoma (RCC), NSCLC with lower co-inhibitory ligands (CIL score) pre-ICIs is associated with more precursor-like CD8+ TILs post-ICIs in the MPR (16), which is consistent with our analysis. The gene discussed is CD8A; the disease is hereditary clear cell renal cell carcinoma.