控制血糖:从工程控制系统角度的见解。

D R Worthington
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引用次数: 8

摘要

为了发现胰岛素依赖性(1型)糖尿病患者血糖控制各方面的潜在改善领域,根据一般工程反馈控制系统理论对血糖控制进行了分析。这种方法基于被控制系统的模型,使用适当的控制策略。从这个角度分析了目前用于血糖控制的模型,揭示了它们对使用它们的控制策略施加的某些限制。目前的1型糖尿病治疗方案被评估为易于进行数学分析,建议通过简化适当胰岛素量的计算来改善控制的领域。本文提出了一种新的胰岛素作用不足模型,该模型来源于已建立的胰岛素作用谱,以及一种控制策略,该策略可以灵活地使用患者特定参数扩展基础/大剂量方案。这可能提供了预测未来数小时预期血糖所需的信息,从而在血糖超出目标范围时能够更早地采取纠正措施,从而有可能降低高血糖和低血糖的程度和频率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Controlling blood glucose: insights from an engineering control systems perspective.

In order to discern areas of potential improvement in various aspects of glycaemic control for patients with insulin dependent (type 1) diabetes mellitus, blood glucose control is analysed in the light of general engineering feedback control systems theory. This approach is based on models of the system being controlled, using appropriate control strategies. The models presently used for glycaemic control are analysed from this perspective, revealing certain limitations that they impose on the control strategies that use them. Current type 1 diabetes regimens are evaluated for the ease with which they may be analysed mathematically, suggesting areas where improvements in control may be effected by simplifying calculation of appropriate insulin quantities. A new model of undergraded insulin action, derived from established insulin action profiles, along with a control strategy which flexibly extends the basal/bolus regimen using patient-specific parameters, is proposed. This may provide the information needed to enable prediction of expected glycaemia several hours into the future, thereby enabling earlier corrective action to be taken should it fail outside the target range, and in turn potentially reduce the degree and frequency of both hyperglycaemia and hypoglycaemia.

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