The OPLS model to distinguish women with AD without T2DM (A+D-) from women without AD with T2DM (A-D+) showed a positive correlation with SHBG and positive and negative correlations with a number of steroids. The gene discussed is SHBG; the disease is type 2 diabetes mellitus.