Renal histopathological analyses reveal progressive exacerbation of renal fibrosis, lipid accumulation, inflammatory indicators, and JAML/Sirt1 signaling pathway abnormalities correlating with disease severity. Here, SIRT1 is linked to renal fibrosis.