TNF and Hepatic fibrosis: PAE was found to inhibit hepatic fibrosis by reducing activated HSC proliferation, migration, and the expression of collagen fiber genes COL1 and α-Sma, as well as inflammatory markers TNFα and IL-6, and EMT markers (ECA, NCA, Vim, Snail).