Among these genes, 5 are PEX genes that encode peroxin proteins (PEX2, PEX7, PEX10, PEX13, and PEX14) which suggest the existence of protein interactions with PHYH in ccRCC. Here, PEX2 is linked to nonpapillary renal cell carcinoma.