Among these interactions, XPO high macrophages and endothelial cells were engaged in pathways associated with RCC, TNF signaling, and mTOR signaling—pathways classically linked to ccRCC (Figure 8(g)). This evidence concerns the gene TNF and renal cell carcinoma.