Of these genes, we followed up on four members (tumour suppressors FOXO1 and CYLD; tumour promoters ID1 and BIRC5) that were involved in RCC pathology [5,38,41,45,59,60,61]. Here, BIRC5 is linked to renal cell carcinoma.