Examples of potentially anti-proliferative pathways activated by paracrine signalling include those involving ACVR1C, MAP3K14 and ROR1, linked to inhibition of cancer growth including in the context of CCA (Li et al., 2023; Allen et al., 2017; Michael et al., 2019). Here, MAP3K14 is linked to cholangiocarcinoma.