In this study, in silico analysis of the TCGA-KIRC dataset revealed that MAOB has a more significant prognostic impact than MAOA and serves as an independent prognostic factor for overall survival in ccRCC. The gene discussed is MAOB; the disease is nonpapillary renal cell carcinoma.