Renal histopathological analyses reveal progressive exacerbation of renal fibrosis, lipid accumulation, inflammatory indicators, and JAML/Sirt1 signaling pathway abnormalities correlating with disease severity. This evidence concerns the gene JAML and renal fibrosis.