Furthermore, the decreased numbers of DUOX2+ACE2+ small cholangiocytes were significantly associated with the severity of PBC, including higher Nakanuma stages, Ludwing stages, fibrosis scores, bile duct loss scores, and cholangitis activity grades (Fig. 3f). Here, ACE2 is linked to primary biliary cholangitis.