Nevertheless, limitations remain even in these studies, including the inclusion of participants at differing stages of T2DM, continued use of sub-optimal assays lacking specificity, use of different and short-term carbohydrate challenges with limited sampling time points, lack of proinsulin measurement and use of fasting tests to estimate beta-cell function and insulin resistance. Here, INS is linked to type 2 diabetes mellitus.