In DKD rats and HG-damaged HBZY-1 cells, Puerarin not only mitigates ECM accumulation and fibrosis but also acts on GPX4, SLC7A11, and SLC3A2 to restrain lipid accumulation. The gene discussed is SLC7A11; the disease is diabetic kidney disease.