Analysis results in TCGA dataset further validated that the expression level of NDUFA4L2 was abnormally upregulated in ccRCC tissues compared with normal tissues and matched adjacent nontumor tissues (Fig. 1C). This evidence concerns the gene COXFA4L2 and nonpapillary renal cell carcinoma.