By analyzing the data of GEO datasets (GSE40435, GSE66272, GSE105261 and GSE126964), results showed that TJP2 is significantly down-regulated in ccRCC compared with the AN tissue (Fig. 6A). The gene discussed is TJP2; the disease is nonpapillary renal cell carcinoma.