Based on the Human Protein Atlas (HPA) cohort, among the eight amino acid metabolism-associated genes, we found that the expression of RIMKLA, MARS1, LARS2, GCNT4, and IYD was different between normal tissue and ccRCC at the protein level. This evidence concerns the gene IYD and nonpapillary renal cell carcinoma.