Finally, an examination of MFSD12 expression across immune cell types in normal, cholangiocarcinoma, and LIHC tissues demonstrated that innate lymphoid-normal cells exhibited the highest levels of MFSD12 expression, whereas other normal cells showed lower expression levels (Figure 10H). Here, MFSD12 is linked to cholangiocarcinoma.