The increased mRNA expression level of RAP1B, BRAF, MEK2, ERK1, ERK2, ETS1 and ETS2 was observed in ccRCC using TCGA database (Fig. 4). Here, RAP1B is linked to nonpapillary renal cell carcinoma.