Kooi Bob W, Aguiar Maíra, Stollenwerk Nico
Department of Theoretical Biology, VU University, Faculty of Earth and Life Sciences, De Boelelaan 1087, NL 1081 HV Amsterdam, The Netherlands.
Centro de Matemática e Aplicações Fundamentais da Universidade de Lisboa, Portugal.
Math Biosci. 2014 Feb;248:128-39. doi: 10.1016/j.mbs.2013.12.009. Epub 2014 Jan 14.
In this paper we analyse a two-strain compartmental dengue fever model that allows us to study the behaviour of a Dengue fever epidemic. Dengue fever is the most common mosquito-borne viral disease of humans that in recent years has become a major international public health concern. The model is an extension of the classical compartmental susceptible-infected-recovered (SIR) model where the exchange between the compartments is described by ordinary differential equations (ode). Two-strains of the virus exist so that a primary infection with one strain and secondary infection by the other strain can occur. There is life-long immunity to the primary infection strain, temporary cross-immunity and after the secondary infection followed by life-long immunity, to the secondary infection strains. Newborns are assumed susceptible. Antibody Dependent Enhancement (ade) is a mechanism where the pre-existing antibodies to the previous dengue infection do not neutralize but rather enhance replication of the secondary strain. In the previously studied models the two strains are identical with respect to their epidemiological functioning: that is the epidemiological process parameters of the two strains were assumed equal. As a result the mathematical model possesses a mathematical symmetry property. In this manuscript we study a variant with epidemiological asymmetry between the strains: the force of infection rates differ while all other epidemiological parameters are equal. Comparison with the results for the epidemiologically symmetric model gives insight into its robustness. Numerical bifurcation analysis and simulation techniques including Lyapunov exponent calculation will be used to study the long-term dynamical behaviour of the model. For the single strain system stable endemic equilibria exist and for the two-strain system endemic equilibria, periodic solutions and also chaotic behaviour.
在本文中,我们分析了一个两毒株的房室登革热模型,该模型使我们能够研究登革热疫情的行为。登革热是人类最常见的蚊媒病毒疾病,近年来已成为国际主要公共卫生问题。该模型是经典房室易感-感染-康复(SIR)模型的扩展,其中房室之间的交换由常微分方程(ode)描述。存在两种毒株,因此可能发生一种毒株的初次感染和另一种毒株的二次感染。对初次感染毒株有终身免疫力,对二次感染毒株有暂时交叉免疫力,二次感染后有终身免疫力。假设新生儿易感。抗体依赖增强(ade)是一种机制,即先前登革热感染产生的预先存在的抗体不会中和而是增强二次毒株的复制。在先前研究的模型中,两种毒株在流行病学功能方面是相同的:也就是说,假设两种毒株的流行病学过程参数相等。因此,数学模型具有数学对称性。在本手稿中,我们研究了一种毒株之间存在流行病学不对称的变体:感染率不同而所有其他流行病学参数相等。与流行病学对称模型的结果进行比较,可以深入了解其稳健性。将使用数值分岔分析和包括李雅普诺夫指数计算在内的模拟技术来研究模型的长期动态行为。对于单毒株系统,存在稳定的地方病平衡点,对于两毒株系统,存在地方病平衡点、周期解以及混沌行为。