Using stepwise linear regression analysis, only Cd was identified to be significantly associated with IGF1 in osteoporosis, explaining 3% (confidence interval 0.01–0.05; P = 0001) of the variance perceived. The gene discussed is IGF1; the disease is osteoporosis.