以MB微孢子虫为生物防治剂的疟疾生态流行病学模型。

IF 2.7 Q3 ENVIRONMENTAL SCIENCES
Modeling Earth Systems and Environment Pub Date : 2025-01-01 Epub Date: 2025-04-16 DOI:10.1007/s40808-025-02322-1
Charlène N T Mfangnia, Henri E Z Tonnang, Berge Tsanou, Jeremy Keith Herren
{"title":"以MB微孢子虫为生物防治剂的疟疾生态流行病学模型。","authors":"Charlène N T Mfangnia, Henri E Z Tonnang, Berge Tsanou, Jeremy Keith Herren","doi":"10.1007/s40808-025-02322-1","DOIUrl":null,"url":null,"abstract":"<p><p><i>Microsporidia MB</i> is an endosymbiont which naturally infects <i>Anopheles</i> mosquitoes. Due to its ability to block <i>Plasmodium</i> transmission, it shows potential as a bio-based agent for the control of malaria. Its self-sustainability is promising, as it can spread through both vertical and horizontal transmissions. However, its low prevalence in mosquito populations remains a challenge. We develop an eco-epidemiological mathematical model describing the co-dynamics of <i>Microsporidia MB</i> (within mosquito population) and malaria (within human population). The model is used to assess the potential of <i>Microsporidia MB</i>-infected mosquitoes on the control of malaria infection. The results on the basic reproduction numbers, the stability of the equilibria, and the existence of bifurcations are obtained, providing conditions for the extinction and persistence of <i>MB</i>-infected mosquitoes. We highlight relevant threshold parameters for the elimination and persistence of <i>MB</i>-infected mosquitoes and malaria-infected individuals. Using real data from Kenya, we found that, given a horizontal transmission rate between 0 and 0.5, a minimum vertical rate of 0.55 is required to avoid extinction of <i>MB</i>-infected mosquitoes. The predicted prevalence of <i>MB</i>-infected mosquitoes using transmission rates reported from lab experiments align with the observed low prevalence of <i>MB</i>-infected mosquitoes in the field, thereby validating our model and results. Finally, predictions indicate that increasing <i>MB</i> mosquito infection could effectively control malaria, with target prevalence varying by region: 15% in Highland, 40% on the coast, and 70% in the Lake region. This study offers insights into the use of bio-based vector population replacement solutions to reduce malaria incidence in regions where <i>Microsporidia MB</i> is prevalent.</p>","PeriodicalId":51444,"journal":{"name":"Modeling Earth Systems and Environment","volume":"11 3","pages":"221"},"PeriodicalIF":2.7000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12003625/pdf/","citationCount":"0","resultStr":"{\"title\":\"An eco-epidemiological model for malaria with <i>Microsporidia MB</i> as bio-control agent.\",\"authors\":\"Charlène N T Mfangnia, Henri E Z Tonnang, Berge Tsanou, Jeremy Keith Herren\",\"doi\":\"10.1007/s40808-025-02322-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><i>Microsporidia MB</i> is an endosymbiont which naturally infects <i>Anopheles</i> mosquitoes. Due to its ability to block <i>Plasmodium</i> transmission, it shows potential as a bio-based agent for the control of malaria. Its self-sustainability is promising, as it can spread through both vertical and horizontal transmissions. However, its low prevalence in mosquito populations remains a challenge. We develop an eco-epidemiological mathematical model describing the co-dynamics of <i>Microsporidia MB</i> (within mosquito population) and malaria (within human population). The model is used to assess the potential of <i>Microsporidia MB</i>-infected mosquitoes on the control of malaria infection. The results on the basic reproduction numbers, the stability of the equilibria, and the existence of bifurcations are obtained, providing conditions for the extinction and persistence of <i>MB</i>-infected mosquitoes. We highlight relevant threshold parameters for the elimination and persistence of <i>MB</i>-infected mosquitoes and malaria-infected individuals. Using real data from Kenya, we found that, given a horizontal transmission rate between 0 and 0.5, a minimum vertical rate of 0.55 is required to avoid extinction of <i>MB</i>-infected mosquitoes. The predicted prevalence of <i>MB</i>-infected mosquitoes using transmission rates reported from lab experiments align with the observed low prevalence of <i>MB</i>-infected mosquitoes in the field, thereby validating our model and results. Finally, predictions indicate that increasing <i>MB</i> mosquito infection could effectively control malaria, with target prevalence varying by region: 15% in Highland, 40% on the coast, and 70% in the Lake region. This study offers insights into the use of bio-based vector population replacement solutions to reduce malaria incidence in regions where <i>Microsporidia MB</i> is prevalent.</p>\",\"PeriodicalId\":51444,\"journal\":{\"name\":\"Modeling Earth Systems and Environment\",\"volume\":\"11 3\",\"pages\":\"221\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12003625/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Modeling Earth Systems and Environment\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s40808-025-02322-1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/4/16 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Modeling Earth Systems and Environment","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s40808-025-02322-1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/16 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

MB微孢子虫是一种自然感染按蚊的内共生菌。由于其阻断疟原虫传播的能力,它显示出作为控制疟疾的生物基制剂的潜力。它的自我持续性是有希望的,因为它可以通过垂直和水平传播传播。然而,它在蚊子种群中的低流行率仍然是一个挑战。我们开发了一个生态流行病学数学模型,描述了微孢子虫MB(蚊子种群)和疟疾(人类种群)的共同动力学。该模型用于评估感染mb微孢子虫的蚊子控制疟疾感染的潜力。得到了基本繁殖数、平衡稳定性和分岔存在性的结果,为mb感染蚊子的灭绝和持续存在提供了条件。我们强调了消除和持续感染mb的蚊子和疟疾感染个体的相关阈值参数。利用肯尼亚的真实数据,我们发现,如果水平传播率在0到0.5之间,那么至少需要0.55的垂直传播率才能避免感染mb的蚊子灭绝。利用实验室实验报告的传播率预测的mb感染蚊子的流行率与现场观察到的mb感染蚊子的低流行率一致,从而验证了我们的模型和结果。最后,预测表明增加MB蚊子感染可有效控制疟疾,不同地区的目标患病率不同:高原地区为15%,沿海地区为40%,湖泊地区为70%。本研究为使用基于生物的媒介种群替代解决方案来减少MB微孢子虫流行地区的疟疾发病率提供了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An eco-epidemiological model for malaria with Microsporidia MB as bio-control agent.

Microsporidia MB is an endosymbiont which naturally infects Anopheles mosquitoes. Due to its ability to block Plasmodium transmission, it shows potential as a bio-based agent for the control of malaria. Its self-sustainability is promising, as it can spread through both vertical and horizontal transmissions. However, its low prevalence in mosquito populations remains a challenge. We develop an eco-epidemiological mathematical model describing the co-dynamics of Microsporidia MB (within mosquito population) and malaria (within human population). The model is used to assess the potential of Microsporidia MB-infected mosquitoes on the control of malaria infection. The results on the basic reproduction numbers, the stability of the equilibria, and the existence of bifurcations are obtained, providing conditions for the extinction and persistence of MB-infected mosquitoes. We highlight relevant threshold parameters for the elimination and persistence of MB-infected mosquitoes and malaria-infected individuals. Using real data from Kenya, we found that, given a horizontal transmission rate between 0 and 0.5, a minimum vertical rate of 0.55 is required to avoid extinction of MB-infected mosquitoes. The predicted prevalence of MB-infected mosquitoes using transmission rates reported from lab experiments align with the observed low prevalence of MB-infected mosquitoes in the field, thereby validating our model and results. Finally, predictions indicate that increasing MB mosquito infection could effectively control malaria, with target prevalence varying by region: 15% in Highland, 40% on the coast, and 70% in the Lake region. This study offers insights into the use of bio-based vector population replacement solutions to reduce malaria incidence in regions where Microsporidia MB is prevalent.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Modeling Earth Systems and Environment
Modeling Earth Systems and Environment ENVIRONMENTAL SCIENCES-
CiteScore
6.30
自引率
16.70%
发文量
244
期刊介绍: The peer-reviewed journal Modeling Earth Systems and Environment (MESE) provides a unique publication platform by discussing interdisciplinary problems and approaches through modeling. The focus of MESE is on modeling in earth and environment related fields, such as: earth and environmental engineering; climate change; hydrogeology; aquatic systems and functions; atmospheric research and water; land use and vegetation change; modeling of forest and agricultural dynamics; and economic and energy systems. Furthermore, the journal combines these topics with modeling of anthropogenic or social phenomena and projections to be used by decision makers.In addition to Research Articles, Modeling Earth Systems and Environment publishes Review Articles, Letters, and Data Articles:Research Articles have a recommended length of 10-12 published pages, referees will be asked to comment specifically on the manuscript length for manuscripts exceeding this limit.Review articles provide readers with assessments of advances, as well as projected developments in key areas of modeling earth systems and the environment. We expect that a typical review article will occupy twelve to fifteen pages in journal format, and have a substantial number of citations, which justify the comprehensive nature of the review.Letters have a shorter publication time and provide an opportunity to rapidly disseminate novel results expected to have an immediate impact in the earth system and environmental modeling community. Letters should include a short abstract, should not exceed four journal pages and about 10 citations.Data Articles give you the opportunity to share and reuse each other''s datasets as electronic supplementary material. To facilitate reproducibility, you need to thoroughly describe your data, the methods of collection, and the already proceeded assimilation. Data Articles have a recommended length of 4-6 pages.Information on Open Research Funding and Support may be found here: https://www.springernature.com/gp/open-research/institutional-agreements
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信