The influence of KCNJ1 and SLC12A3 among the five hub genes on DFS in ccRCC patients was not statistically significant, and CASR would lead to the migration and proliferation of metastatic RCC cells. Here, KCNJ1 is linked to nonpapillary renal cell carcinoma.