Fisher M E
Department of Mathematics, University of Western Australia, Nedlands.
IEEE Trans Biomed Eng. 1991 Jan;38(1):57-61. doi: 10.1109/10.68209.
In this paper, a theoretical analysis of the control of plasma glucose levels in diabetic individuals is undertaken using a simple mathematical model of the dynamics of glucose and insulin interaction in the blood system. Mathematical optimization techniques are applied to the mathematical model to derive insulin infusion programs for the control of blood levels in diabetic individuals. Based on the results of the mathematical optimization, a semiclosed-loop algorithm is proposed for continuous insulin delivery to diabetic patients. The algorithm is based on three hourly plasma glucose samples. A theoretical evaluation of the effectiveness of this algorithm shows that it is superior to two existing algorithms in controlling hyperglycemia. A glucose infusion term representing the effect of glucose intake resulting from a meal is then introduced into the model equations. Various insulin infusion programs for the control of plasma glucose levels following a meal are then assessed. The theoretical results suggest that the most effective short-term control is achieved by an insulin infusion program which incorporates an injection to coincide with the meal.
本文利用血液系统中葡萄糖与胰岛素相互作用动力学的简单数学模型,对糖尿病患者血浆葡萄糖水平的控制进行了理论分析。将数学优化技术应用于该数学模型,以推导用于控制糖尿病患者血糖水平的胰岛素输注方案。基于数学优化结果,提出了一种用于向糖尿病患者持续输送胰岛素的半闭环算法。该算法基于每三小时一次的血浆葡萄糖样本。对该算法有效性的理论评估表明,在控制高血糖方面,它优于两种现有算法。然后将一个代表进餐导致的葡萄糖摄入影响的葡萄糖输注项引入模型方程。接着评估了用于控制餐后血浆葡萄糖水平的各种胰岛素输注方案。理论结果表明,通过结合与进餐同时进行注射的胰岛素输注方案可实现最有效的短期控制。