In ccRCC, we have previously reported that high macrophage colony-stimulating factor (M-CSF) and high granulocyte macrophage colony-stimulating factor (GM-CSF) could predict worse clinical outcomes of ccRCC patients [19, 20]. This evidence concerns the gene CSF1 and nonpapillary renal cell carcinoma.