To identify which signaling pathway is responsible for FGF7-mediated ccRCC progression, we extracted the top 500 genes highly correlated with FGF7 expression from the TCGA-KIRC dataset and conducted the GO-KEGG pathway analysis. Here, FGF7 is linked to nonpapillary renal cell carcinoma.