Our C-G2P experiments suggested that VEGFA and mtCTNNB1 mediate opposing epistasis effects relevant to CCA development within the genetically heterogenous tumour ecosystems analysed, as nodules of this tumour class were consistently negative for mtCTNNB1 and positive for VEGFA (Fig. 7a). Here, VEGFA is linked to cholangiocarcinoma.