While the precise mechanisms by which AP regulates TGF-β and lipid peroxidation require further investigation, our findings suggest that AP may reduce TGF-β expression, alleviate oxidative stress, and mitigate lipid peroxidation, thereby contributing to the slowing of DN progression. The gene discussed is TGFB1; the disease is liver dysplastic nodule.