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MVSE:一个用于估算气候驱动的蚊媒病毒适宜性指数的R软件包。

MVSE: An R-package that estimates a climate-driven mosquito-borne viral suitability index.

作者信息

Obolski Uri, Perez Pablo N, Villabona-Arenas Christian J, Thézé Julien, Faria Nuno R, Lourenço José

机构信息

School of Public Health Tel Aviv University Tel Aviv Israel.

Porter School of the Environment and Earth Sciences Tel Aviv University Tel Aviv Israel.

出版信息

Methods Ecol Evol. 2019 Aug;10(8):1357-1370. doi: 10.1111/2041-210X.13205. Epub 2019 Jun 19.

DOI:10.1111/2041-210X.13205
PMID:32391139
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7202302/
Abstract

Viruses, such as dengue, Zika, yellow fever and chikungunya, depend on mosquitoes for transmission. Their epidemics typically present periodic patterns, linked to the underlying mosquito population dynamics, which are known to be driven by natural climate fluctuations. Understanding how climate dictates the timing and potential of viral transmission is essential for preparedness of public health systems and design of control strategies. While various alternative approaches have been proposed to estimate local transmission potential of such viruses, few open-source, ready to use and freely available software tools exist.We developed the osquito-borne iral uitability stimator (MVSE) software package for the R programming environment. MVSE estimates the index P, a novel suitability index based on a climate-driven mathematical expression for the basic reproductive number of mosquito-borne viruses. By accounting for local humidity and temperature, as well as viral, vector and human priors, the index P can be estimated for specific host and viral species in different regions of the globe.We describe the background theory, empirical support and biological interpretation of the index P. Using real-world examples spanning multiple epidemiological contexts, we further demonstrate MVSE's basic functionality, research and educational potentials.

摘要

登革热、寨卡、黄热病和基孔肯雅热等病毒依靠蚊子进行传播。它们的流行通常呈现出周期性模式,与潜在的蚊子种群动态相关,而蚊子种群动态已知是由自然气候波动驱动的。了解气候如何决定病毒传播的时间和可能性对于公共卫生系统的准备工作和控制策略的设计至关重要。虽然已经提出了各种替代方法来估计此类病毒的本地传播潜力,但几乎没有开源、随时可用且免费的软件工具。我们为R编程环境开发了蚊媒病毒适宜性估计器(MVSE)软件包。MVSE估计指数P,这是一种基于气候驱动的蚊媒病毒基本繁殖数数学表达式的新型适宜性指数。通过考虑当地湿度和温度,以及病毒、媒介和人类先验因素,可以针对全球不同地区的特定宿主和病毒物种估计指数P。我们描述了指数P的背景理论、实证支持和生物学解释。通过跨越多种流行病学背景的实际例子,我们进一步展示了MVSE的基本功能、研究和教育潜力。

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Genomic Epidemiology Reconstructs the Introduction and Spread of Zika Virus in Central America and Mexico.
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