Our study found that the expression levels of SLC22A6, SLC22A7, SLC22A13, SLC25A4, SLC34A1, and SLC44A4 were significantly lower in ccRCC tissues. Here, SLC22A6 is linked to nonpapillary renal cell carcinoma.