Furthermore, the high levels of PD-1, PD-L1, CTLA-4, LAG-3, SIGLEC15, and TIGIT were associated with poor prognosis and immunosuppression of the tumor microenvironment in ccRCC [39,40,41]. The gene discussed is LAG3; the disease is nonpapillary renal cell carcinoma.