Consistent with the analysis results of GEO data, IRF6 expression was remarkably reduced in ccRCC compared to adjacent normal renal tissues based on TCGA-KIRC data (Figure 2A). The gene discussed is IRF6; the disease is nonpapillary renal cell carcinoma.