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. The gene discussed is MARS1; the disease is nonpapillary renal cell carcinoma.