Finally, using ccRCC cell lines A-498, 786-O, and Caki-2, qPCR results from in vitro experiments showed that the mRNA expression levels of CHD3, MYO19, MRI1, APOL1, and FCF1 were significantly up-regulated compared to the control group. This evidence concerns the gene FCF1 and nonpapillary renal cell carcinoma.