Furthermore, we found that the total FDX1 and DLAT methylation levels were reduced in ccRCC tissues compared with normal tissues (Fig. 5C, 5D), and their methylation status was both dramatically correlated with OS and CpG sites in ccRCC patients (Fig. 5A, 5B). This evidence concerns the gene FDX1 and nonpapillary renal cell carcinoma.