Evidence map›Paper›PMID 42625230›Full record

ArticleInfectious diseases of poverty2026

Mapping mosquitoes and their associated pathogens in West Africa.

Qing Xu, Chen-Yu Wang, Jing Liu, Run-Ze Ye, Xiao-Yang Wang, Bao-Yu Wang, Shan-Shan Wang, Lin Zhao, Wu-Chun Cao

Abstract read
In one paragraph

Article in Infectious diseases of poverty, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Qing Xu *Institute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Chen-Yu Wang *Institute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Jing LiuShandong Academy of Preventive Medicine, Shandong Center for Disease Control and Prevention, Jinan, Shandong, China.
Run-Ze YeDepartment of Emergency Medicine, Qilu Hospital of Shandong University, Jinan, Shandong, China.
Xiao-Yang WangInstitute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Bao-Yu WangInstitute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Shan-Shan WangInstitute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Lin ZhaoInstitute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China. zhaolin1989@sdu.edu.cn.
Wu-Chun CaoInstitute of EcoHealth, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China. caowuchun@126.com.

Funding

National Key Research and Development Program of China 2023YFC2305901National Natural Science Foundation of China 82103897Science and Technology Support Plan for Youth Innovation of Colleges and Universities of Shandong Province of China 2022KJ016Young Talent of Lifting engineering for Science and Technology in Shandong, China SDAST2024QTA079
6 · The paper itself

Abstract

backgroundMosquitoes transmit diverse pathogens, some of which cause mosquito-borne diseases (MBDs). Climate and socioeconomic changes, such as temperature fluctuations, altered rainfall patterns, and urbanization, may affect the distributions of key vectors, particularly Aedes and Anopheles, and increase the health burden of MBDs. West Africa is a historically high-endemic region for MBDs, including malaria and dengue. However, existing studies in this region remain limited in scope, making comprehensive, high-resolution spatial mapping of vectors and pathogens inadequate. This study aimed to map the distributions of mosquitoes and mosquito-associated pathogens and identify potentially suitable areas for key mosquito species in West Africa, thereby supporting regional surveillance and control efforts.

methodsWe conducted a scoping review of English-language studies in PubMed, Web of Science, Embase, and Scopus through 7 March 2023. From eligible studies, relevant online databases, and GenBank, we extracted records of mosquito species, mosquito-associated pathogens, and human infections documented by outbreaks, pathogen isolation, molecular detection, or serology. Geographic records were standardized to WGS84 and mapped in ArcGIS 10.7. Potential distributions of key mosquito species were modeled in Maxent 3.4.1 using 24 climatic, topographic, population, land-cover, and related variables. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC).

resultsWe compiled 19,578 occurrence records for 302 mosquito species in 16 genera and 598 records for 124 mosquito-associated pathogens from 22 families; 20 pathogens were reported to infect humans. Aedes, Anopheles and Culex occurred in all 16 countries, and Anopheles harbored the most pathogen species (n = 55). DENV was detected in mosquitoes in five countries but human infections were reported in 13. Models for nine key mosquito species yielded AUC values of 0.763-0.912. Land cover contributed more than 10% to six models, and suitable habitats were predicted in Cape Verde for five species without occurrence records in the country.

conclusionsWe established a geospatial database of mosquitoes and their associated pathogens in West Africa. Current records remain incomplete and unevenly distributed, with gaps in key vector occurrence and limited mosquito-based detection of viral and parasitic pathogens relative to human infection evidence. Ecological niche modeling suggests that suitable habitats of some important mosquito species may extend beyond their reported ranges. These findings can guide targeted field surveys and coordinated mosquito-pathogen surveillance in under-sampled areas of West Africa.

Indexed as

Animal DistributionCulicidaeMosquito VectorsAedesAfrica, WesternAnimalsAnophelesHumansMosquito-Borne DiseasesMosquitoMosquito-associated pathogenMosquito-borne diseaseWest Africa

Identifiers

PMID42625230
PMCPMC13491993

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.