The gene mutation patterns of FRGs in ChRCC are shown in Fig. 2A. Among the 66 samples, 22 samples (33.3%) had gene mutations, mainly in the TP53 gene (30% frequency). The gene discussed is TP53; the disease is chromophobe renal cell carcinoma.