It is also worth noting here that using MDR and logistic regression methods, we discovered a complex network of interactions involving six genes implicated in RCC (SCARB1, GNAS1, BIRC5, EPAS1, VDR and MC1R), of which the EPAS1 gene encodes HIF2α [46]. Here, GNAS is linked to renal cell carcinoma.