The odds of a high osteoporosis risk declined by 7%, 21%, 5%, 9%, 11%, and 5% for each increment by one unit in waist circumference (OR, 0.93; 95% CI, 0.89, 0.97; p = 0.001), Hb level (OR, 0.79; 95% CI, 0.66, 0.95; p = 0.014), Hct (OR, 0.95; 95% CI, 0.92, 0.99; p = 0.041), albumin level (OR, 0.91; 95% CI, 0.83, 0.99; p = 0.030), HL (OR, 0.89; 95% CI, 0.84, 0.94; p < 0.001), and DDL (OR, 0.95; 95% CI, 0.91, 0.99; p = 0.008), respectively. This evidence concerns the gene ALB and osteoporosis.