TNFSF12 and Hepatic fibrosis: The authors revealed positive and negative strong or moderate correlations between the studied genes (tweak, fn14, ang, vegfa, cxcl12, and mmp-9) during the development of liver fibrosis (p<0.05, Figure 9).