The results revealed that CDCA3 (P < 0.001), VAV3 (P = 0.034), and WDR72 (P = 0.033) were low expressed in ccRCC tissues compared with normal renal tissues. Here, CDCA3 is linked to nonpapillary renal cell carcinoma.