The AMPK signaling pathway-related proteins not only effectively balance food and energy consumption, but also promote mitochondrial generation, further fatty acid and glucose metabolism, and effectively reduce the production of ROS and pro-inflammatory cytokines, ultimately inhibiting the development of fatty liver. The gene discussed is PRKAA1; the disease is fatty liver disease.