Although our risk model showed enough prognostic prediction, more accurate predictions might be performed, if the risk model had included BIRC5 and BUB1 which had been well-established prognostic function for RCC patients [12, 13]. The gene discussed is BIRC5; the disease is renal cell carcinoma.