In contrast, the enzymes involved in the cycle, namely isocitrate dehydrogenase 1 and 2 (IDH1 and IDH2), were downregulated in some 3D CCA cells but not in MMNK-1 (Fig. 1f). Here, IDH1 is linked to cholangiocarcinoma.