Furthermore, we have initially identified seven distinct genes (AGR2, CCR2, CEBPD, CISH, CX3CR1, DEFB1, and FSTL1) as promising sensitive biomarkers that may influence the progression of DN through the regulation of immune inflammatory response. Here, CX3CR1 is linked to liver dysplastic nodule.