Univariable analysis revealed associations between BMI, age, sex, history of hypertension, diabetes mellitus, dyslipidemia, serum albumin, fasting glucose, and total cholesterol with incident osteoporosis (Supplementary Table S3). This evidence concerns the gene ALB and metabolic syndrome.