Considering the notable modifications in CTSS, CTSD, and CTSA observed after the MADF intervention and the effect of CTSS on DKD reported by prior research, we hypothesized that MADF could mitigate DKD by suppressing CTSS expression. The gene discussed is CTSA; the disease is diabetic kidney disease.