This in-silico study disclosed ccRCC-causing eight key genes (PLG, ENO2, ALDOB, UMOD, SLC12A1, SLC12A3, SLC12A1, and SERPINA5) through statistical LIMMA, survival probability and protein-protein interaction networks analyses. The gene discussed is SLC12A1; the disease is nonpapillary renal cell carcinoma.