The model considering traditional covariates along with interaction between physical activity with SNPs in VDR gene rs7975232, rs1544410, rs2239185, and rs3782905 had good discriminatory ability in predicting osteoporosis at lumbar spine. The gene discussed is VDR; the disease is osteoporosis.