The use of binary logistic regression analysis has identified levels of PAI-1, insulin, and Si as independent predictors for ATIS both in T2D patients and in nondiabetics (Tables 3 and 4). The gene discussed is SERPINE1; the disease is type 2 diabetes mellitus.