GDF2 and Hepatic fibrosis: In this review, we have summarized the functions and mechanisms of BMP9 in diverse liver diseases, including viral hepatitis, acute liver injury, NAFLD, hepatic fibrosis, PoPH, HPS, and HCC (Figure 5).