Univariate/multivariate Cox regression analyses were performed to show that ADAMTS14 could be an independent factor for ccRCC and GSEA was applied to find ADAMTS14-associated pathways, including INSULIN, MTOR, and PPAR signaling pathways. Here, PPARA is linked to nonpapillary renal cell carcinoma.