Univariate analysis of outcomes indicated that age, sex, smoking status, hypertension status, CVD status, SBP, AST, TG, LDL-C, AIP, and RC were significantly associated with T2DM and pre-DM. The gene discussed is AIP; the disease is Hypertension.