The complement and coagulation cascades, adipocytokine signaling pathway, TNF signaling pathway, HIF-1 signaling pathway, and AMPK signaling pathway orchestrated the pathogenesis of DN from a systemic perspective. The gene discussed is TNF; the disease is liver dysplastic nodule.