We then performed deep metabolic profiling using gold-standard quantitative tests with the goal of assessing four distinct physiologic phenotypes known to contribute to glucose dysregulation and T2D: muscle IR, β-cell dysfunction, impaired incretin action and hepatic IR (Fig. 1a and Methods). Here, GCG is linked to type 2 diabetes mellitus.