To further verify that NDUFA4L2 was related with ccRCC tumorigenesis, the correlation of NDUFA4L2 expression level with cell proliferation and apoptosis were analyzed by GSEA. This evidence concerns the gene COXFA4L2 and nonpapillary renal cell carcinoma.