The goal was to develop a new index of insulin sensitivity in patients with type 1 diabetes estimated from continuous glucose monitoring (CGM) and subcutaneous insulin delivery data under carefully controlled conditions. The data base consists of 12 subjects with type 1 diabetes, studied three times, in a random latin square design, in a clinical research unit (at breakfast, lunch and dinner) with a standard mixed meal test wearing both subcutaneous insulin pump and CGM. Frequent blood samples were drawn for measurements of plasma glucose and insulin concentrations in order to estimate insulin sensitivity with the oral minimal model, here considered as reference (SIREF). The new index of insulin sensitivity (SISP) was calculated with a simple algebraic formula, for each meal, using only CGM and insulin pump data and correlated with SIREF. SISP was well correlated with SIREF (r = 0.825, p<10-8) and diurnal pattern was similar to SIREF. A novel method for estimating insulin sensitivity in subjects with type 1 diabetes on sensor augmented insulin pump therapy has been presented. This new index correlates well with the reference oral minimal model estimate of insulin sensitivity. The knowledge of patient-specific insulin sensitivity and its diurnal variation can help in optimizing insulin therapy in type 1 diabetes and could also inform the next generation closed loop control systems.
Quantitative Estimation of Insulin Sensitivity in Type 1 Diabetic Subjects Wearing a Sensor-Augmented Insulin Pump
SCHIAVON, MICHELE;DALLA MAN, CHIARA;COBELLI, CLAUDIO
2014
Abstract
The goal was to develop a new index of insulin sensitivity in patients with type 1 diabetes estimated from continuous glucose monitoring (CGM) and subcutaneous insulin delivery data under carefully controlled conditions. The data base consists of 12 subjects with type 1 diabetes, studied three times, in a random latin square design, in a clinical research unit (at breakfast, lunch and dinner) with a standard mixed meal test wearing both subcutaneous insulin pump and CGM. Frequent blood samples were drawn for measurements of plasma glucose and insulin concentrations in order to estimate insulin sensitivity with the oral minimal model, here considered as reference (SIREF). The new index of insulin sensitivity (SISP) was calculated with a simple algebraic formula, for each meal, using only CGM and insulin pump data and correlated with SIREF. SISP was well correlated with SIREF (r = 0.825, p<10-8) and diurnal pattern was similar to SIREF. A novel method for estimating insulin sensitivity in subjects with type 1 diabetes on sensor augmented insulin pump therapy has been presented. This new index correlates well with the reference oral minimal model estimate of insulin sensitivity. The knowledge of patient-specific insulin sensitivity and its diurnal variation can help in optimizing insulin therapy in type 1 diabetes and could also inform the next generation closed loop control systems.Pubblicazioni consigliate
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