Performance of the Omnipod Personalized Model Predictive Control Algorithm with Meal Bolus Challenges in Adults with Type 1 Diabetes. Diabetes technology & therapeutics Buckingham, B. A., Christiansen, M. P., Forlenza, G. P., Wadwa, R. P., Peyser, T. A., Lee, J. B., O'Connor, J., Dassau, E., Huyett, L. M., Layne, J. E., Ly, T. T. 2018

Abstract

BACKGROUND: This study assessed the safety and performance of the Omnipod personalized model predictive control (MPC) algorithm using an investigational device in adults with type 1 diabetes in response to overestimated and missed meal boluses and extended boluses for high-fat meals.MATERIALS AND METHODS: A supervised 54-h hybrid closed-loop (HCL) study was conducted in a hotel setting after a 7-day outpatient open-loop run-in phase. Adults aged 18-65 years with type 1 diabetes and HbA1c 6.0%-10.0% were eligible. Primary endpoints were percentage time in hypoglycemia <70mg/dL and hyperglycemia =250mg/dL. Glycemic responses for 4h to a 130% overestimated bolus and a missed meal bolus were compared with a 100% bolus for identical meals, respectively. The 12-h postprandial responses to a high-fat meal were compared using either a standard or extended bolus.RESULTS: Twelve subjects participated in the study, with (mean±standard deviation): age 35.4±14.1 years, diabetes duration 16.5±9.3 years, HbA1c 7.7±0.9%, and total daily dose 0.58±0.19U/kg. Outcomes for the 54-h HCL period were mean glucose 153±15mg/dL, percentage time <70mg/dL [median (interquartile range)]: 0.0% (0.0-1.2%), 70-180mg/dL: 76.1%±8.0%, and =250mg/dL: 4.5%±3.6%. After both the 100% and 130% boluses, postprandial percentage time <70mg/dL was 0.0% (0.0-0.0%) (P=0.50). After the 100% and missed boluses, postprandial percentage time =250mg/dL was 0.2%±0.6% and 10.3%±16.5%, respectively (P=0.06). Postprandial percentages time =250 mg/dL and <70mg/dL were similar with standard or extended boluses for a high-fat meal.CONCLUSIONS: The Omnipod personalized MPC algorithm performed well and was safe during day and night use in response to overestimated, missed, and extended meal boluses in adults with type 1 diabetes.

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