The findings of qRT-PCR indicated that COX7B, NDUFA11 and NDUFA7 were enhanced in the ccRCC group, whereas NDUFV2 was decreased (Fig. 11a–f). This evidence concerns the gene NDUFA7 and nonpapillary renal cell carcinoma.