More significantly, we found that treatment with TSF attenuated diabetic kidney injuries and was associated with improving dyslipidemia and promoting renal cholesterol efflux via the PCG-1α-LXR-ABCA1-dependent mechanism. The gene discussed is ABCA1; the disease is metabolic syndrome.