Moreover, STAT1 and STAT2, which were defined as ccRCC tumor activated TFs (Fig. 4g), were also significantly upregulated in GP1 (p < 0.05, Supplementary Fig. 7e). This evidence concerns the gene GTPBP1 and nonpapillary renal cell carcinoma.