In the present study, we identified PYCR1 and MELK as prognosis-associated DEOSGs via a variety of bioinformatics analyses and verifications, and these genes were upregulated in human ccRCC clinical specimens in comparison to normal tissues. This evidence concerns the gene MELK and nonpapillary renal cell carcinoma.