PPIB and liver dysplastic nodule: Studies have identified a substantial presence of lipid deposits and intracellular accumulation in the kidneys of individuals with DN, accompanied by increased lipid droplets and downregulation of fatty acid β-oxidation pathways such as L-FABP.