Evidence map›Paper›PMID 40797224›Full record

ArticleParasites & vectors2025

Ecological drivers of malaria vector habitat and transmission over 1 year of long-lasting insecticidal net intervention in Côte d'Ivoire.

Benoit Talbot, Ludovic P Ahoua Alou, Alphonsine A Koffi, Colette Sih, Edouard Dangbenon, Marius G Zoh, Soromane Camara, Serge B Assi, Raphael N'Guessan, Louisa A Messenger and 3 more

Erratum issuedAbstract read
In one paragraph

Article in Parasites & vectors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Benoit TalbotSchool of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada. benoit.talbot@uottawa.ca.
Ludovic P Ahoua AlouInstitut Pierre Richet (IPR)/Institut National de Santé Publique (INSP), Bouaké, Côte d'Ivoire.
Alphonsine A KoffiInstitut Pierre Richet (IPR)/Institut National de Santé Publique (INSP), Bouaké, Côte d'Ivoire.
Colette SihFaculty of Epidemiology and Population Health, Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
Edouard DangbenonVector Control Product Evaluation Centre (VCPEC-IPR/INSP), Bouaké, Côte d'Ivoire.
Marius G ZohVector Control Product Evaluation Centre (VCPEC-IPR/INSP), Bouaké, Côte d'Ivoire.
Soromane CamaraInstitut Pierre Richet (IPR)/Institut National de Santé Publique (INSP), Bouaké, Côte d'Ivoire.
Serge B AssiInstitut Pierre Richet (IPR)/Institut National de Santé Publique (INSP), Bouaké, Côte d'Ivoire.
Raphael N'GuessanVector Control Product Evaluation Centre (VCPEC-IPR/INSP), Bouaké, Côte d'Ivoire.
Louisa A MessengerFaculty of Infectious and Tropical Diseases, Disease Control Department, London School of Hygiene and Tropical Medicine, London, UK.
Natacha ProtopopoffDepartment of Epidemiology and Public Health, Swiss Tropical & Public Health Institute, Allschwill, Switzerland.
Jackie CookFaculty of Epidemiology and Population Health, Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
Manisha A KulkarniSchool of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.

Funding

Global Fund to Fight AIDS, Tuberculosis and Malaria 202200372
6 · The paper itself

Abstract

backgroundMalaria is a mosquito-borne parasitic disease that causes significant morbidity and mortality in at-risk populations, especially in children in sub-Saharan Africa. Despite reductions in malaria burden owing to the scale-up of effective interventions, there are concerns that long-lasting insecticidal net (LLIN) effects may not be sustained owing to widespread insecticide resistance and differential impacts of LLIN on vector species. In this study, we aimed to test the effect of different LLIN products and other environmental factors on the ecological niche of three mosquito vector species using state-of-the-art ecological niche modelling approaches.

methodsThis study used data from a cluster randomized control trial that took place in Tiébissou, in Central Côte d'Ivoire. Anopheles mosquito density and Plasmodium falciparum vector infection data were available across 33 clusters. We used satellite remote sensing related to land cover, climate, topography and population density across the study area alongside vector species occurrence data to construct ecological niche models for An. coluzzi, An. gambiae s.s. and An. funestus s.s., and for P. falciparum-infected vectors, at baseline and 1-year post-LLIN intervention. We compared the projected habitat and habitat determinants for each species, and assessed the respective contributions of each intervention arm and environmental factors on the probability of species occurrence.

resultsMinimal to considerable overall reductions in suitable habitat across the study area were observed for the three mosquito vector species (less than 1% to more than 60%), and considerable overall reduction was observed for P. falciparum-infected vectors (more than 50%). We did not detect an effect of intervention arm on the probability of occurrence of any vector species, while we found strong significant effects of a combination of land cover, climate, topography and/or population density variables on each of the three mosquito vector species and malaria-infected vectors. Our results suggest environmental factors may have facilitated or restricted changes in the probability of occurrence of vector species and infected vectors in the context of vector control interventions.

conclusionsOur study highlights wide ecological differences across malaria vector species and supports the need to consider malaria vector species composition when deploying malaria vector control interventions in endemic settings.

Indexed as

AnophelesEcosystemInsecticide-Treated BednetsMalariaMalaria, FalciparumMosquito ControlMosquito VectorsAnimalsCote d'IvoireHumansInsecticidesPlasmodium falciparumPopulation DensityInsecticidesAnophelesCôte d’IvoireLong-lasting insecticidal netsMachine learningPlasmodium falciparumTrial clusters

Identifiers

PMID40797224
PMCPMC12341217

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.