SOX9 and Hepatic fibrosis: Yue Li et al.'s research, utilizing the GEO database (GSE14323, GSE36411, and GSE89377), found a positive correlation between the degree of liver fibrosis and the levels of SOX9 expression (Li et al., 2022).