Next, Harrell’s c-index analysis was performed, demonstrating that the c-index value of combining RNF43, YAP, and TNM stage or SSIGN was higher than that of any of these indicators alone to predict the OS or PFS of ccRCC patients (Table 7). The gene discussed is RNF43; the disease is nonpapillary renal cell carcinoma.