sensitivity and clearance in type 1 diabetes: insights from in vivo and in silico experiments. Am J Physiol Endocrinol Metab 309: E474 -E486, 2015. First published July 7, 2015; doi:10.1152/ajpendo.00236.2015.-Glucagon use in artificial pancreas for type 1 diabetes (T1D) is being explored for prevention and rescue from hypoglycemia. However, the relationship between glucagon stimulation of endogenous glucose production (EGP) viz., hepatic glucagon sensitivity, and prevailing glucose concentrations has not been examined. To test the hypothesis that glucagon sensitivity is increased at hypoglycemia vs. euglycemia, we studied 29 subjects with T1D randomized to a hypoglycemia or euglycemia clamp. Each subject was studied at three glucagon doses at euglycemia or hypoglycemia, with EGP measured by isotope dilution technique. The peak EGP increments and the integrated EGP response increased with increasing glucagon dose during euglycemia and hypoglycemia. However, the difference in dose response based on glycemia was not significant despite higher catecholamine concentrations in the hypoglycemia group. Knowledge of glucagon's effects on EGP was used to develop an in silico glucagon action model. The model-derived output fitted the obtained data at both euglycemia and hypoglycemia for all glucagon doses tested. Glucagon clearance did not differ between glucagon doses studied in both groups. Therefore, the glucagon controller of a dual hormone control system may not need to adjust glucagon sensitivity, and hence glucagon dosing, based on glucose concentrations during euglycemia and hypoglycemia. glucagon; type 1 diabetes; endogenous glucose production A CUTTING-EDGE ARTIFICIAL PANCREAS (AP) system applied in type 1 diabetes (T1D) needs to prevent and treat hypoglycemia. This is a critical goal determined by the Food and Drug Administration in their recent guidance document for an AP system (50). To meet this goal, the main counterregulatory hormone glucagon may be utilized not only to "rescue" from but also to prevent hypoglycemia. Glucagon acutely stimulates hepatic glycogenolysis and thereby endogenous glucose production (EGP) (11-13, 32). However, although the dose response of glucagon on EGP (viz., hepatic glucagon sensitivity) in T1D is currently unknown during hypoglycemia, a recent study (20) did demonstrate a dose response at euglycemia that was modulated by prevailing insulin concentrations. Furthermore, whether this is contingent on prevailing glucose concentrations and whether glucagon clearance is influenced by changing glucagon concentrations are also undetermined. Filling such knowledge gaps in glucagon physiology are vital to inform and design a control algorithm where the intensity of the "controller" can be modulated based on the information obtained. For example, if hepatic glucagon sensitivity increases with hypoglycemia, a lesser dose of glucagon could evoke an equivalent glucose response than at euglycemia. On the other hand, if hepatic glucagon sensitivity does not alter with glucose levels, then th...