In addition, bile accumulation stimulates the proliferation of cholangiocytes (CK-7 and CK-19) to repair damaged hepatic tissues, further exacerbating liver fibrosis (Mariotti et al., 2018). Here, KRT19 is linked to Hepatic fibrosis.