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Evaluation of the effect of gain on the meal response of an automated closed-loop insulin delivery system.

机译:评估增益对自动闭环胰岛素输送系统进餐反应的影响。

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A continuous closed-loop insulin delivery system using subcutaneous insulin delivery was evaluated in eight diabetic canines. Continuous glucose profiles were obtained by extrapolation of blood glucose measurements. Insulin delivery rate was calculated, using a model of beta-cell insulin secretion, and delivered with a Medtronic MiniMed subcutaneous infusion pump. The model acts like a classic proportional-integral-derivative controller, delivering insulin in proportion to glucose above target, history of past glucose values, and glucose rate of change. For each dog, a proportional gain was set relative to the open-loop total daily dose (TDD) of insulin. Additional gains based on 0.5 x TDD and 1.5 x TDD were also evaluated (gain dose response). Control was initiated 4 h before the meal with a target of 6.7 mmol/l. At the time of the meal, glucose was similar for all three gains (6.0 +/- 0.3, 5.2 +/- 0.3, and 4.9 +/- 0.5 mmol/l for 0.5 x TDD, TDD, and 1.5 x TDD, respectively; P > 0.05) with near-target values restored at the end of experiments (8.2 +/- 0.9, 6.0 +/- 0.6, and 6.0 +/- 0.5, respectively). The peak postprandial glucose level decreased significantly with increasing gain (12.1 +/- 0.6, 9.6 +/- 1.0, and 8.5 +/- 0.6 mmol/l, respectively; P < 0.05). The data demonstrate that closed-loop insulin delivery using the subcutaneous site can provide stable glycemic control within a range of gain.
机译:在八个糖尿病犬中评估了使用皮下胰岛素递送的连续闭环胰岛素递送系统。通过血糖测量外推获得连续的葡萄糖曲线。使用β细胞胰岛素分泌模型计算胰岛素的输送速率,并通过Medtronic MiniMed皮下输液泵进行输送。该模型的作用类似于经典的比例积分微分控制器,以与高于目标值的葡萄糖,过去的葡萄糖值的历史记录以及葡萄糖变化率成比例的方式输送胰岛素。对于每只狗,相对于胰岛素的开环总每日剂量(TDD)设置成比例的增益。还评估了基于0.5 x TDD和1.5 x TDD的其他增益(增益剂量响应)。进餐前4小时开始控制,目标为6.7 mmol / l。进餐时,所有三个增益的葡萄糖都相似(分别为0.5 x TDD,TDD和1.5 x TDD的6.0 +/- 0.3、5.2 +/- 0.3和4.9 +/- 0.5 mmol / l;葡萄糖的摄入量相似)。 P> 0.05),并在实验结束时恢复了接近目标值(分别为8.2 +/- 0.9、6.0 +/- 0.6和6.0 +/- 0.5)。餐后血糖峰值水平随着增益的增加而显着降低(分别为12.1 +/- 0.6、9.6 +/- 1.0和8.5 +/- 0.6 mmol / l; P <0.05)。数据表明,使用皮下部位进行闭环胰岛素递送可以在一定范围内提供稳定的血糖控制。

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