With the established link between ANGPTL8 and renal dysregulation, the presence of a positive correlation between ANGPTL8 and IGFBP-4 emphasised a possible interplay between these proteins that contributes to DN progression and/or severity. This evidence concerns the gene IGFBP4 and liver dysplastic nodule.