NFKB1 and liver dysplastic nodule: Persistent inflammation throughout DN progression, driven by prolonged hyperglycemia, promotes the release of pro-inflammatory cytokines and activates signaling pathways such as NF-κB [8], ultimately exacerbating chronic renal inflammation and accelerating disease progression [9].