KEGG pathway enrichment identified 152 significantly enriched pathways, with top pathways implicating HIF-1 signaling, metabolic dysregulation, and AGE-RAGE signaling - all established drivers of DN progression (Figure 1C). Here, RENBP is linked to liver dysplastic nodule.