The mRNA levels of APP-BP1, Ubc12 and Cullin1 were higher in ccRCC (n = 532) than adjacent normal tissues (n = 72), revealing that neddylation pathway was overactivated in ccRCC (Fig. 1b). This evidence concerns the gene NAE1 and nonpapillary renal cell carcinoma.