BCAT1 and MTHFD2 were upregulated in ccRCC, while RASSF8 was downregulated in ccRCC (Supplementary Fig. S5 and Supplementary Tables S10.1–S10.3). Here, RASSF8 is linked to nonpapillary renal cell carcinoma.