The lower the expression levels of SLC22A6, SLC22A13, SLC25A4, SLC34A1, and SLC44A4 were, the later the clinical stage of ccRCC patients was. The gene discussed is SLC34A1; the disease is nonpapillary renal cell carcinoma.