1 Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, Colorado.
2 Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, California.
Diabetes Technol Ther. 2019 May;21(5):265-272. doi: 10.1089/dia.2019.0017. Epub 2019 Mar 29.
The objective of this study was to assess the safety and performance of the Omnipod personalized model predictive control (MPC) algorithm with variable glucose setpoints and moderate intensity exercise using an investigational device in adults with type 1 diabetes (T1D). A supervised 54-h hybrid closed-loop (HCL) study was conducted in a hotel setting after a 7-day outpatient standard treatment phase. Adults aged 18-65 years with T1D and HbA1c between 6.0% and 10.0% were eligible. Subjects completed two moderate intensity exercise sessions of >30 min duration on consecutive days: the first with the glucose set point increased from 130 to 150 mg/dL and the second with a temporary basal rate of 50%, both started 90 min pre-exercise. Primary endpoints were percentage time in hypoglycemia <70 mg/dL and hyperglycemia ≥250 mg/dL. Twelve subjects participated in the study, with (mean ± standard deviation) age 36.5 ± 14.4 years, diabetes duration 21.7 ± 15.7 years, HbA1c 7.6% ± 1.1%, and total daily dose 0.60 ± 0.22 U/kg. Outcomes for the 54-h HCL period were mean glucose: 136 ± 14 mg/dL, percentage time <70 mg/dL: 1.4% ± 1.3%, 70-180 mg/dL: 85.1% ± 9.3%, and ≥250 mg/dL: 1.8% ± 2.4%. In the 12-h period after exercise start, percentage time <70 mg/dL was 1.4% ± 2.7% with the raised glucose set point and 1.6% ± 3.0% with reduced basal rate. The percentage time <70 mg/dL overnight was 0% ± 0% on both study nights. The Omnipod personalized MPC algorithm performed well and was safe during day and night use in response to variable glucose set points and with temporarily raised glucose set point or reduced basal rate 90 min in advance of moderate intensity exercise in adults with T1D.
本研究旨在评估 Omnipod 个性化模型预测控制(MPC)算法在 1 型糖尿病(T1D)成人中使用可变血糖设定点和中等强度运动的安全性和性能。在门诊标准治疗阶段 7 天后,在酒店环境中进行了一项为期 54 小时的有监督混合闭环(HCL)研究。年龄在 18-65 岁之间、HbA1c 在 6.0%至 10.0%之间且患有 T1D 的成年人符合条件。受试者连续两天完成两次持续时间超过 30 分钟的中等强度运动:第一次血糖设定点从 130mg/dL 增加到 150mg/dL,第二次临时基础率为 50%,均在运动前 90 分钟开始。主要终点是血糖<70mg/dL 的时间百分比和血糖≥250mg/dL 的时间百分比。12 名受试者参加了这项研究,年龄(平均值±标准差)为 36.5±14.4 岁,糖尿病病程 21.7±15.7 年,HbA1c 为 7.6%±1.1%,总日剂量为 0.60±0.22U/kg。54 小时 HCL 期间的平均血糖为 136±14mg/dL,血糖<70mg/dL 的时间百分比为 1.4%±1.3%,70-180mg/dL 的时间百分比为 85.1%±9.3%,血糖≥250mg/dL 的时间百分比为 1.8%±2.4%。在运动开始后的 12 小时期间,血糖<70mg/dL 的时间百分比分别为 1.4%±2.7%(血糖设定点升高)和 1.6%±3.0%(基础率降低)。两个研究夜的夜间血糖<70mg/dL 的时间百分比均为 0%±0%。在 1 型糖尿病成人中,使用可变血糖设定点和提前 90 分钟临时提高血糖设定点或降低基础率,可实现夜间和白天的 Omnipod 个性化 MPC 算法的良好性能和安全性。