考虑多菌株模型的登革热疫苗接种控制策略的影响分析

Ana Kurauchi, H. Shimozako, E. Massad
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引用次数: 0

摘要

考虑模型的登革热传播动力学控制策略的影响基于疫苗接种优化登革热控制策略是非常具有挑战性的,因为登革热的动态可能受到多种血清型(DENV-1、DENV-2、DENV-3和DENV-4)共存的影响,从而导致异源感染的出现。此外,虽然交叉免疫的作用持续时间较短,但免疫反应的真正保护能力仍不完全清楚。本研究的目的是建立一个考虑多菌株模型的登革热传播控制优化模型。为了评价这种优化效果,将疫苗接种作为控制策略。登革热动力学模型是根据[1]建立的模型建立的。该模型考虑了一个可被两种登革热病毒株(株1和株2)感染的人群。这两种病毒株同时存在于系统中,它们决定了人群中的10个类别:对株1和株2敏感();主要感染菌株1()或菌株2 ();首次感染毒株1()或毒株2()后康复;既往感染株1()或株2()易感者;当第一次感染是由菌株2()引起的,第二次感染菌株1,或者当第一次感染是由菌株1()引起的,第二次感染菌株2;从继发感染中恢复()。最初,为了了解登革热在这种情况下的动态,在没有引入疫苗接种的情况下模拟了该模型。接下来,在这个模型中引入了疫苗接种。虽然疫苗接种分布在整个人群中,但疫苗接种效果只发生在类别个体上(接种个体从类别移动到类别)。一旦进入这一类,个体可能因接种疫苗而感染,移至这一类。否则,它们将被成功保护()。一旦同一个体不能同时感染两种不同的血清型,就会在血清型1和血清型2之间产生竞争。然而,疫苗接种并没有减少血清1型感染个体,因为会有更多的易感个体被血清1型感染。换句话说,血清型1将在这个人群中流行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of the Impact of Vaccination as Control Strategy of Dengue Transmission Dynamics Considering a Multi-Strain Model
of the Impact of as Control Strategy of Dengue Transmission Dynamics Considering a Model. Vaccines Abstract Optimizing a strategy for Dengue control based on vaccination is very challenging, since the dynamics of Dengue can be influenced by the coexistence of more than one serotype (DENV-1, DENV-2, DENV-3 and DENV-4), allowing the appearance of heterologous infections. In addition, although the effect of cross-immunity lasts a short period, the real protective power of the immune response is still not entirely clear. The aim of this study is to develop an optimization model to control Dengue transmission considering a multi-strain model. In order to evaluate such optimization, the vaccination was considered the control strategy. The Dengue dynamics was modeled according to that one developed by [1]. This model considered a human population, which can be infected by two strains of Dengue virus (strain 1 and 2). Both strains are simultaneously present in the system and they determine 10 categories in human population: susceptible to strains 1 and 2 ( ); primarily infected with strain 1 ( ) or strain 2 ( ); recovered from the first infection with strain 1 ( ) or strain 2 ( ); susceptible with a previous infection with strain 1 ( ) or strain 2 ( ); secondarily infected with strain 1, when the first infection was caused by strain 2 ( ) or for second time infected with strain 2 when the first infection was caused by strain 1 ( ); recovered from the secondary infection ( ). Initially, with the purpose of understand the Dengue dynamics in such conditions, the model was simulated without the introduction of vaccination. Following, the vaccination was introduced in this model. Although the vaccination was distributed to whole population, the vaccination effects occurs only on individual of category (the vaccinated individuals from move to category). Once in this category, individuals can become infected due to vaccination, moving to category. Otherwise, they become successfully protected ( ). Once the same individual cannot become infected by two different serotypes at the same time, there will be a competition between serotypes 1 and 2. However, the vaccination does not decrease the serotype 1 infected individuals, because there would be more susceptible individual’s available to be infected by serotype 1. In other words, the serotype 1 would prevail in this population.
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