利用数学模型估计与登革热和基孔肯雅热暴发有关的伊蚊种群规模。

IF 2.2 4区 数学 Q2 BIOLOGY
Francisco Antônio Bezerra Coutinho, Marcos Amaku, Fernanda Castro Boulos, José Alfredo de Sousa Moreira, Eliana Nogueira Castro de Barros, Esper Georges Kallas, Eduardo Massad
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引用次数: 0

摘要

在热带世界的受影响地区,埃及伊蚊继续引起许多登革热、基孔肯雅热和寨卡热病例。埃及伊蚊于1940年和1950年在巴西被消灭后,于20世纪70年代初全面卷土重来。了解传播伊蚊传播感染的蚊子总数对于量化这些感染的传播强度至关重要。在本文中,我们提出了一个模型来估计伊蚊种群在登革热或基孔肯雅热暴发期间的分布。该模型假设蚊子的分布遵循高斯台面函数(GMF),该函数有5个参数,并允许可变不对称。对这5个参数进行了调整,以便从一个改进的Ross-Macdonald模型间接拟合登革热或基孔肯雅热感染的发病率(见正文)。因此,观测到的入射成为GMF参数的函数。我们使用巴西东南部米纳斯吉拉斯州5个城市在2023-2024年传播季节的登革热和基孔肯雅热数据来说明该模型。该模型表明,根据发病率数据估计蚊子种群的规模是可能的,从而绕过了实际计数蚊子所涉及的后勤障碍。这是本文最重要的实践贡献。这篇论文还包含了几个理论创新,比如对Ross-Macdonald模型的修改,该模型通常是针对恒定的蚊子数量提出的,当然,这是非常不现实的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Estimating the Size of the Aedes Mosquitoes' Population Involved in Outbreaks of Dengue and Chikungunya Using a Mathematical Model.

Estimating the Size of the Aedes Mosquitoes' Population Involved in Outbreaks of Dengue and Chikungunya Using a Mathematical Model.

Estimating the Size of the Aedes Mosquitoes' Population Involved in Outbreaks of Dengue and Chikungunya Using a Mathematical Model.

Estimating the Size of the Aedes Mosquitoes' Population Involved in Outbreaks of Dengue and Chikungunya Using a Mathematical Model.

Aedes aegypti continues to cause many cases of dengue, chikungunya and Zika fever in affected areas of the tropical world. After being eradicated from Brazil in the decades of 1940 and 1950, Aedes aegypti returned with full force in the early 1970s. Knowing the total number of mosquitoes transmitting Aedes-borne infections is crucial for quantifying the intensity of transmission of these infections. In this paper, we propose a model to estimate the distribution of the number of Aedes mosquitoes' populations during an outbreak of either dengue or chikungunya. The model assumes that the mosquitoes' distribution follows a Gaussian Mesa Function (GMF), which has 5 parameters and allows for variable asymmetry. These 5 parameters are adjusted so that they fit indirectly, from a modified Ross‒Macdonald model, the incidence of dengue or chikungunya infections (see main text). Therefore, the observed incidence becomes a function of the parameters of the GMF. We illustrate the model with dengue and chikungunya data from 5 cities in the state of Minas Gerais in the southeastern region of Brazil for the 2023-2024 transmission season. The model shows that it is possible to estimate the size of the mosquitoes' population from incidence data, circumventing the logistic hurdles involved in the actual counting of mosquitoes. This is the most important practical contribution of this paper. The paper also contains several theoretical innovations, such as a modification of the Ross‒Macdonald model, which is usually presented for a constant mosquitoes' population, which, of course, is very unrealistic.

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来源期刊
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
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