KEGG pathway enrichment analysis revealed that the potential toxicity of PFAS in the pathogenesis of DKD is closely associated with several key biological pathways, including nitrogen metabolism, PPAR signaling, endocrine resistance, insulin resistance, and AMPK signaling pathways. The gene discussed is PPARA; the disease is diabetic kidney disease.