As shown in Table 3, univariate logistic regression analysis revealed that Hb, TBIL, GGT, and serum albumin were negative predictors, whereas sex, age, omentin-1, and prevalence of DN were positive predictors of the presence of osteoporosis. This evidence concerns the gene ALB and osteoporosis.