NFKB1 and liver dysplastic nodule: CXCR2 and CUEDC2 predominantly regulate inflammatory pathways, including NF-κB signaling and macrophage polarization, whereas NAMPT plays a critical role in linking metabolic dysfunction (NAD + depletion and mitochondrial impairment) to inflammatory responses and oxidative stress, crucial for DN progression.