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利用观察到的发病率来校准包括病例管理和输入的间日疟原虫动力学数学模型的传播水平。

Using observed incidence to calibrate the transmission level of a mathematical model for Plasmodium vivax dynamics including case management and importation.

机构信息

Swiss Tropical and Public Health Institute, Socinstrasse 57, P.O. Box, Basel, CH-4002, Switzerland; University of Basel, Petersplatz 1, P.O. Box, Basel, CH-4001, Switzerland.

Swiss Tropical and Public Health Institute, Socinstrasse 57, P.O. Box, Basel, CH-4002, Switzerland; University of Basel, Petersplatz 1, P.O. Box, Basel, CH-4001, Switzerland.

出版信息

Math Biosci. 2022 Jan;343:108750. doi: 10.1016/j.mbs.2021.108750. Epub 2021 Dec 7.

Abstract

In this work, we present a simple and flexible model for Plasmodium vivax dynamics which can be easily combined with routinely collected data on local and imported case counts to quantify transmission intensity and simulate control strategies. This model extends the model from White et al. (2016) by including case management interventions targeting liver-stage or blood-stage parasites, as well as imported infections. The endemic steady state of the model is used to derive a relationship between the observed incidence and the transmission rate in order to calculate reproduction numbers and simulate intervention scenarios. To illustrate its potential applications, the model is used to calculate local reproduction numbers in Panama and identify areas of sustained malaria transmission that should be targeted by control interventions.

摘要

在这项工作中,我们提出了一个简单灵活的间日疟原虫动力学模型,该模型可以很容易地与当地和输入性病例计数的常规收集数据相结合,以量化传播强度并模拟控制策略。该模型扩展了 White 等人(2016 年)的模型,包括针对肝期或血期寄生虫以及输入性感染的病例管理干预措施。模型的地方病稳定状态用于推导出观察到的发病率与传播率之间的关系,以计算繁殖数并模拟干预情景。为了说明其潜在应用,该模型用于计算巴拿马的地方繁殖数,并确定应通过控制干预来针对的持续疟疾传播区域。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e65/8786669/35a42e371eab/gr1.jpg

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