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一个振荡微分延迟方程对周期性刺激的响应。

Response of an oscillatory differential delay equation to a periodic stimulus.

作者信息

De Souza Daniel C, Mackey Michael C

机构信息

Department of Mathematics and Statistics, McGill University, Montreal, QC, H3A 0B9, Canada.

Institute of Immunology and Infection Research, University of Edinburgh, Ashworth Labs, Edinburgh, EH9 3FL, Scotland.

出版信息

J Math Biol. 2019 May;78(6):1637-1679. doi: 10.1007/s00285-018-1322-y. Epub 2019 Jan 12.

Abstract

Periodic hematological diseases such as cyclical neutropenia or cyclical thrombocytopenia, with their characteristic oscillations of circulating neutrophils or platelets, may pose grave problems for patients. Likewise, periodically administered chemotherapy has the unintended side effect of establishing periodic fluctuations in circulating white cells, red cell precursors and/or platelets. These fluctuations, either spontaneous or induced, often have serious consequences for the patient (e.g. neutropenia, anemia, or thrombocytopenia respectively) which exogenously administered cytokines can partially correct. The question of when and how to administer these drugs is a difficult one for clinicians and not easily answered. In this paper we use a simple model consisting of a delay differential equation with a piecewise linear nonlinearity, that has a periodic solution, to model the effect of a periodic disease or periodic chemotherapy. We then examine the response of this toy model to both single and periodic perturbations, meant to mimic the drug administration, as a function of the drug dose and the duration and frequency of its administration to best determine how to avoid side effects.

摘要

周期性血液疾病,如周期性中性粒细胞减少症或周期性血小板减少症,其循环中性粒细胞或血小板具有特征性波动,可能给患者带来严重问题。同样,定期进行的化疗会产生意外副作用,导致循环白细胞、红细胞前体和/或血小板出现周期性波动。这些波动,无论是自发的还是诱导的,通常都会给患者带来严重后果(例如分别导致中性粒细胞减少症、贫血或血小板减少症),而外源性给予的细胞因子可以部分纠正这些后果。对于临床医生来说,何时以及如何使用这些药物是一个难题,并不容易回答。在本文中,我们使用一个简单模型,该模型由一个具有分段线性非线性的延迟微分方程组成,具有一个周期解,来模拟周期性疾病或周期性化疗的效果。然后,我们研究这个简单模型对单次和周期性扰动的响应,这些扰动旨在模拟药物给药,作为药物剂量及其给药持续时间和频率的函数,以最佳确定如何避免副作用。

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