The genetic variation frequency of SLC34A1 in ccRCC was found to be 13% (Fig. 9A), with a range of 0.94% (1/106) to 15.82% (84/531) (Fig. 9B). Here, SLC34A1 is linked to nonpapillary renal cell carcinoma.