In terms of laboratory parameters, patients with DPN exhibited significantly lower levels of Lymph, Hb, ALB, and TC, while showing elevated levels of Neut, TBil, SCR, LDH, UA, and longer duration of diabetes (all P < 0.05). The gene discussed is ALB; the disease is diabetes mellitus.