The principal findings of the univariate logistic regression analysis indicatethat age, non-marital status, educational attainment, BMI, type of SMD,hypertension, fatty liver, TG, HDL-C, ApoB, and TC are associated with theoccurrence of T2DM. Here, APOB is linked to type 2 diabetes mellitus.