The pooled analysis indicated that α-lipoic acid combined with valsartan could remarkably reduce UAER (P < 0.00001, SMD = -1.95, 95%CI = -2.55 to − 1.20; P = 0.03, SMD = -0.85, 95%CI = -1.59 to − 0.1) and the level of urinary albumin (P = 0.001, SMD = -1.48, 95%CI = − 2.38 to − 0.58; P = 0.01, SMD = -1.67, 95%CI = -3.00 to − 0.33), β2-MG (P < 0.001,SMD = − 2.59, 95%CI = -3.78 to − 1.40; P = 0.03, SMD = -0.48, 95%CI = -0.93 to − 0.04) when compared with valsartan or lipoic acid monotherapy in patients with DN. The gene discussed is ALB; the disease is liver dysplastic nodule.