Furthermore, significant relationships between immune cells and ccRCC involved immune checkpoint molecules such as PDCD1, CTLA4, CD86, and TNFSF9 (Figure 8D). The gene discussed is TNFSF9; the disease is nonpapillary renal cell carcinoma.