To explore the exact role of macrophage subsets in DKD renal organ fibrosis, we focused on the sc-RNA Seq analysis results showing the cellularity of the macrophage population increased in the DKD kidneys and macrophages expressed the unique markers of TGF-β1 and Arg1 (Fig. 3A and B). Here, ARG1 is linked to diabetic kidney disease.