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使用模拟评估乍得控制犬类麦地那龙线虫病潜在干预措施的效果。

Evaluating the Effectiveness of Potential Interventions for Guinea Worm Disease in Dogs in Chad Using Simulations.

机构信息

Georgia Institute of Technology, Atlanta, Georgia.

North Carolina State University, Raleigh, North Carolina.

出版信息

Am J Trop Med Hyg. 2023 Sep 5;109(4):835-843. doi: 10.4269/ajtmh.22-0654. Print 2023 Oct 4.

Abstract

Guinea worm (GW) disease (or dracunculiasis) is currently transmitted among dogs in Chad, which presents risks for the human population. We studied how interventions implemented at different levels might reduce the spread of GW disease (geographically and over time) and what levels of interventions might accelerate elimination. We built a multiple-water-source agent-based simulation model to analyze the disease transmission among dogs in Chad, as well as in geographic district clusters, and validated it using local infection data. We considered two interventions: 1) tethering, where infected dogs are kept on a leash during periods of infectivity, and 2) Abate®, under which the water source is treated to reduce infectivity. Our results showed that elimination (0 dog infections) is most likely achieved within 5 years with extremely high levels of tethering (95%) and Abate (90%), when intervention levels are uniform across district clusters. We used an optimization model to determine an improved strategy, with intervention levels which minimize the number of dogs newly infected in the 6th year, under limitations on intervention levels across clusters; the number of dogs infected after 5 years of intervention could be reduced by approximately 220 dogs with an optimized strategy. Finally, we presented strategies that consider fairness based on intervention resource levels and outcomes. Increased tethering and Abate resources above historical levels are needed to achieve the target of GW disease elimination; optimization methods can inform how best to target limited resources and reach elimination faster.

摘要

麦地那龙线虫病(GW)目前在乍得的狗中传播,这对人类构成了风险。我们研究了不同层面的干预措施如何减少 GW 疾病(在地理和时间上)的传播,以及哪些干预措施可以加速消除。我们构建了一个多水源基于代理的模拟模型,以分析乍得的狗以及地理区域集群中的疾病传播,并使用当地感染数据对其进行了验证。我们考虑了两种干预措施:1)拴系,即对感染的狗在传染性期间用皮带拴住,2)Abate®,通过处理水源来降低感染性。我们的结果表明,如果在整个地区集群中统一采用非常高的拴系(95%)和 Abate(90%)的干预水平,那么在 5 年内消除(0 只狗感染)的可能性最大。我们使用优化模型来确定一种改进的策略,该策略在限制集群间干预水平的情况下,使第六年新感染狗的数量最小化;通过优化策略,可将 5 年后感染的狗的数量减少约 220 只。最后,我们提出了基于干预资源水平和结果的公平性策略。需要增加拴系和 Abate 资源,超过历史水平,以实现消除 GW 疾病的目标;优化方法可以为如何最好地利用有限的资源并更快地达到消除提供信息。

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