The Pan-cancer analysis revealed that GJA5 exhibited the highest expression level in ccRCC, whereas GJB1 was the 12th highest in terms of expression in ccRCC (Supplementary Figures 2A, B). The gene discussed is GJB1; the disease is nonpapillary renal cell carcinoma.