Accordingly, in this study, using the modified DKD model rats, we found that FPS and RAP not only reduced glomerular cell proliferation and ECM deposition, but also improved the expression levels of podocin, CD2AP, nephrin, nephr1, IL-6, and TLR4 in diabetic kidneys. The gene discussed is CD2AP; the disease is diabetic kidney disease.