VEGFA and cholangiocarcinoma: Focussing on relationships between tumour genotypes and TME phenotypes, we observed strong positive associations for VEGFA with fibroblast signatures, alongside a negative association with mtCtnnb1 (Fig. 6a), largely resembling the patterns observed for CCA and being in line with their prominent spatial association (Fig. 5c).