Meanwhile, calycosin can increase estrogen receptor β (ERβ) expression, and then activate the subsequent Janus kinase 2 (JAK2)-STAT3 to inhibit hepatic stellate cells’ activation and collagen deposition against carbon tetrachloride-induced liver fibrosis [93,94,95,96]. The gene discussed is JAK2; the disease is Hepatic fibrosis.