For these three signatures, the CCA-Like tumors module scores were not significantly different to those observed in CCA albeit slightly reduced (TGFβ p = 0.015, NOTCH p = 0.70, WNT p = 0.62). Here, TGFB1 is linked to cholangiocarcinoma.