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一种基于模型的胃起搏器设计新方法。

A novel approach for model-based design of gastric pacemakers.

作者信息

Wang Luman, Malik Avinash, Roop Partha S, Cheng Leo K, Paskaranandavadivel Niranchan, Ai Weiwei

机构信息

Department of Electrical, Computer and Software Engineering, University of Auckland, New Zealand.

Auckland Bioengineering Institute, University of Auckland, New Zealand.

出版信息

Comput Biol Med. 2020 Jan;116:103576. doi: 10.1016/j.compbiomed.2019.103576. Epub 2019 Dec 5.

Abstract

Understanding the slow wave propagation patterns of Interstitial Cells of Cajal (ICC) is essential when designing Gastric Electrical Stimulators (GESs) to treat motility disorders. A GES with the ability to both sense and pace, working in closed-loop with the ICC, will enable efficient modulation of Gastrointestinal (GI) dysrhythmias. However, existing GESs targeted at modulating GI dysrhythmias operate in an open-loop and hence their clinical efficacy is uncertain. This paper proposes a novel model-based approach for designing GESs that operate in closed-loop with the GI tract. GES is modelled using Hybrid Input Output Automata (HIOA), a well-known formal model, which is suitable for designing safety-critical systems. A two-dimensional ICC network working in real-time with the GES is developed using the same compositional HIOA framework. The ICC network model is used to simulate normal and diseased action potential propagation patterns akin to those observed during GI dysrhythmias. The efficacy of the proposed GES is then validated by integrating it in closed-loop with the ICC network. Results show that the proposed GES is able to sense the propagation patterns and modulate the dysrhythmic patterns of bradygastria back to its normal state automatically. The proposed design of the GES is flexible enough to treat a variety of diseased dysrhythmic patterns using closed-loop operation.

摘要

在设计用于治疗运动障碍的胃电刺激器(GES)时,了解 Cajal 间质细胞(ICC)的慢波传播模式至关重要。一种具有感知和起搏能力、与 ICC 闭环工作的 GES 将能够有效调节胃肠(GI)心律失常。然而,现有的旨在调节胃肠心律失常的 GES 以开环方式运行,因此其临床疗效尚不确定。本文提出了一种基于模型的新颖方法来设计与胃肠道闭环运行的 GES。使用混合输入输出自动机(HIOA)对 GES 进行建模,HIOA 是一种著名的形式模型,适用于设计安全关键系统。使用相同的组合 HIOA 框架开发了一个与 GES 实时协作的二维 ICC 网络。ICC 网络模型用于模拟类似于胃肠心律失常期间观察到的正常和患病动作电位传播模式。然后通过将其与 ICC 网络闭环集成来验证所提出的 GES 的功效。结果表明,所提出的 GES 能够感知传播模式并自动将缓慢性胃节律失常的节律紊乱模式调节回正常状态。所提出的 GES 设计足够灵活,能够使用闭环操作治疗各种患病的节律紊乱模式。

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