The H scores of IHC from 108 pairs of CCA and adjacent normal tissues sourced from PUMCH and GPPH further validated AMDHD1’s down-regulation in CCA (Fig. 1E, F). Here, AMDHD1 is linked to cholangiocarcinoma.