To understand the tumor suppressive role of CLDN7 in ccRCC, gene-set enrichment analysis on the data from the database of TCGA was used to compare the differences in cell processes between the low- and high- CLDN7 groups. Here, CLDN7 is linked to nonpapillary renal cell carcinoma.