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}
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.
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