These findings suggested that the expression of GJA5 and GJB1 was repressed during the occurrence of ccRCC, a phenomenon that was consistent with that observed in additional independent cohorts (GSE73731, GSE95425) (Figures 3C, D). Here, GJB1 is linked to nonpapillary renal cell carcinoma.