In a recent study comparing the transcriptomes of normal renal tissue, early DN, and late DN, genes involved in the retinoic acid pathway and the glucagon-like peptide 1 receptor were found to be protective in early DN, whereas genes associated with immune response and fibrosis might be the primary cause of DN progression (10). Here, GLP1R is linked to liver dysplastic nodule.