The results of Model 3 (OR, 1.673; 95% CI, 1.067, 2.624; p = 0.025) in the logistic regression model analysis showed that serum apolipoprotein B concentration, a continuous variable, was positively and significantly associated with the risk of osteopenia or osteoporosis. Here, APOB is linked to osteoporosis.