Echinacoside ameliorates depression-like behavior in CUMS mice, possibly through enhancing BDNF-CREB pathway and inhibiting neuroinflammation via regulating microglia M1/M2 polarization and JAK1/STAT3 pathway. The gene discussed is JAK1; the disease is depressive disorder.