GLI1 and nonpapillary renal cell carcinoma: Firstly, we analyzed TCGA database showing that expression of GLI1 is higher in ccRCC tumors than in normal tissue and high expression of GLI1 is associated with poor survival (Supplementary Fig. 4A, B).