PPARA and nonpapillary renal cell carcinoma: In our current study, the DEGs were identified firstly from ccRCC and normal tissue and were found to be principally enriched in basolateral plasma membrane, anchored component of membrane, PPAR signaling pathway and cell adhesion molecules (CAMs).