In ccRCC, there was a substantial positive connection with PDL1 (CD274) and a weak positive correlation with PD1, CTLA4, LAG3, and TIM3 (Figure 7D). The gene discussed is LAG3; the disease is nonpapillary renal cell carcinoma.