MUC1-expressing ccRCC has specific characteristics such as modified metabolism, elevated microvascular density, elevated TAM2, reduced immune infiltration, and decreased PD-L1 expression [134,135]. This evidence concerns the gene CD274 and nonpapillary renal cell carcinoma.