Six genes (MMP16, DUSP4, CD200R1, B3GNT4, PPM1F and TLL1) was identified and the expression of DUSP4 was the mostly suppressed gene when circFTO was knocked down in ccRCC (Fig. 4C). This evidence concerns the gene PPM1F and nonpapillary renal cell carcinoma.