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使用基于主体的模型模拟昏睡病的消除

Simulating the elimination of sleeping sickness with an agent-based model.

作者信息

Grébaut Pascal, Girardin Killian, Fédérico Valentine, Bousquet François

机构信息

UMR177 IRD/CIRAD INTERTRYP, TA A17 G, Campus International de Baillarguet, 34398 Montpellier Cedex 5, France.

Faculté des Sciences, Université Montpellier 2, Place Eugène Bataillon, 34095 Montpellier Cedex 5, France.

出版信息

Parasite. 2016;23:63. doi: 10.1051/parasite/2016066. Epub 2016 Dec 23.

Abstract

Although Human African Trypanosomiasis is largely considered to be in the process of extinction today, the persistence of human and animal reservoirs, as well as the vector, necessitates a laborious elimination process. In this context, modeling could be an effective tool to evaluate the ability of different public health interventions to control the disease. Using the Cormas system, we developed HATSim, an agent-based model capable of simulating the possible endemic evolutions of sleeping sickness and the ability of National Control Programs to eliminate the disease. This model takes into account the analysis of epidemiological, entomological, and ecological data from field studies conducted during the last decade, making it possible to predict the evolution of the disease within this area over a 5-year span. In this article, we first present HATSim according to the Overview, Design concepts, and Details (ODD) protocol that is classically used to describe agent-based models, then, in a second part, we present predictive results concerning the evolution of Human African Trypanosomiasis in the village of Lambi (Cameroon), in order to illustrate the interest of such a tool. Our results are consistent with what was observed in the field by the Cameroonian National Control Program (CNCP). Our simulations also revealed that regular screening can be sufficient, although vector control applied to all areas with human activities could be significantly more efficient. Our results indicate that the current model can already help decision-makers in planning the elimination of the disease in foci.

摘要

尽管如今人们普遍认为人类非洲锥虫病正处于灭绝过程中,但人和动物宿主以及传播媒介的持续存在,使得疾病的消除过程艰巨费力。在此背景下,建模可能是评估不同公共卫生干预措施控制该疾病能力的有效工具。我们使用Cormas系统开发了HATSim,这是一个基于主体的模型,能够模拟昏睡病可能的地方病演变情况以及国家控制计划消除该疾病的能力。该模型考虑了对过去十年进行的实地研究中的流行病学、昆虫学和生态学数据的分析,从而能够预测该地区疾病在五年内的演变情况。在本文中,我们首先按照通常用于描述基于主体模型的概述、设计概念和细节(ODD)协议来介绍HATSim,然后在第二部分中,我们展示关于喀麦隆兰比村人类非洲锥虫病演变的预测结果,以说明这种工具的作用。我们的结果与喀麦隆国家控制计划(CNCP)在实地观察到的情况一致。我们的模拟还表明,定期筛查可能就足够了,尽管对所有有人类活动的地区实施病媒控制可能效率会显著更高。我们的结果表明,当前模型已经可以帮助决策者规划在疫源地消除该疾病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d369/5188770/fcf382f4048e/parasite-23-63-fig1.jpg

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