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. The gene discussed is PEX7; the disease is nonpapillary renal cell carcinoma.