It was deduced that LMWF could reduce ECM expression and inhibite the PI3K/AKT and JAK-STAT pathways, finally improving abnormal human renal mesangial cells (HRMCs) induced by AGEs in DKD (39). Here, SOAT1 is linked to diabetic kidney disease.