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一种包含状态延迟的心血管呼吸系统控制系统模型及其在人类充血性心力衰竭中的应用。

A cardiovascular-respiratory control system model including state delay with application to congestive heart failure in humans.

作者信息

Batzel Jerry J, Kappel Franz, Timischl-Teschl Susanne

机构信息

SFB Optimierung und Kontrolle, Karl-Franzens-Universität, Graz, Austria.

出版信息

J Math Biol. 2005 Mar;50(3):293-335. doi: 10.1007/s00285-004-0293-3. Epub 2004 Oct 7.

Abstract

This paper considers a model of the human cardiovascular-respiratory control system with one and two transport delays in the state equations describing the respiratory system. The effectiveness of the control of the ventilation rate is influenced by such transport delays because blood gases must be transported a physical distance from the lungs to the sensory sites where these gases are measured. The short term cardiovascular control system does not involve such transport delays although delays do arise in other contexts such as the baroreflex loop (see [46]) for example. This baroreflex delay is not considered here. The interaction between heart rate, blood pressure, cardiac output, and blood vessel resistance is quite complex and given the limited knowledge available of this interaction, we will model the cardiovascular control mechanism via an optimal control derived from control theory. This control will be stabilizing and is a reasonable approach based on mathematical considerations as well as being further motivated by the observation that many physiologists cite optimization as a potential influence in the evolution of biological systems (see, e.g., Kenner [29] or Swan [62]). In this paper we adapt a model, previously considered (Timischl [63] and Timischl et al. [64]), to include the effects of one and two transport delays. We will first implement an optimal control for the combined cardiovascular-respiratory model with one state space delay. We will then consider the effects of a second delay in the state space by modeling the respiratory control via an empirical formula with delay while the the complex relationships in the cardiovascular control will still be modeled by optimal control. This second transport delay associated with the sensory system of the respiratory control plays an important role in respiratory stability. As an application of this model we will consider congestive heart failure where this transport delay is larger than normal and the transition from the quiet awake state to stage 4 (NREM) sleep. The model can be used to study the interaction between cardiovascular and respiratory function in various situations as well as to consider the influence of optimal function in physiological control system performance.

摘要

本文考虑了人体心血管呼吸系统控制系统的一个模型,该模型在描述呼吸系统的状态方程中存在一个和两个传输延迟。通气率控制的有效性会受到此类传输延迟的影响,因为血气必须从肺部传输一段物理距离才能到达测量这些气体的传感部位。短期心血管控制系统不存在此类传输延迟,不过在其他情况下确实会出现延迟,例如压力感受性反射回路(见[46])。本文不考虑这种压力感受性反射延迟。心率、血压、心输出量和血管阻力之间的相互作用非常复杂,鉴于对这种相互作用的了解有限,我们将通过控制理论推导的最优控制来对心血管控制机制进行建模。这种控制将具有稳定性,基于数学考虑是一种合理的方法,并且许多生理学家认为优化是生物系统进化中的一种潜在影响(例如见肯纳[29]或斯旺[62]),这进一步推动了这种方法的应用。在本文中,我们采用了一个先前已被考虑的模型(蒂米施尔[63]和蒂米施尔等人[64]),以纳入一个和两个传输延迟的影响。我们将首先对具有一个状态空间延迟的心血管 - 呼吸联合模型实施最优控制。然后,我们将通过一个具有延迟的经验公式对呼吸控制进行建模,同时心血管控制中的复杂关系仍通过最优控制进行建模,来考虑状态空间中的第二个延迟的影响。与呼吸控制的传感系统相关的这第二个传输延迟在呼吸稳定性中起着重要作用。作为该模型的一个应用,我们将考虑充血性心力衰竭,其中这种传输延迟大于正常情况,以及从安静清醒状态到第4阶段(非快速眼动)睡眠的转变。该模型可用于研究各种情况下心血管和呼吸功能之间的相互作用,以及考虑最优功能对生理控制系统性能的影响。

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