Evidence map›Paper›PMID 39636817›Full record

ArticlePLoS biology2024

Copy number variants underlie major selective sweeps in insecticide resistance genes in Anopheles arabiensis.

Eric R Lucas, Sanjay C Nagi, Bilali Kabula, Bernard Batengana, William Kisinza, Alexander Egyir-Yawson, John Essandoh, Sam Dadzie, Joseph Chabi, Arjen E Van't Hof and 8 more

Abstract read
In one paragraph

Article in PLoS biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing 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

19 citing papers in PubMed.

  1. Synergistic action of different molecular mechanisms causes striking levels of insecticide resistance in the malaria vectorProceedings of the National Academy of Sciences of the United States of America · 2026
    Article
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  3. Population genomics ofScience (New York, N.Y.) · 2026
    Article
  4. Article
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  8. Distinct Genetic Footprint of Adaptation Observed WithinResearch and reports in tropical medicine · 2026
    Article
  9. Article
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  11. Article
  12. Article
  13. Article
  14. Article
  15. An atlas of positive selection in the genomes of major malaria vectors.bioRxiv : the preprint server for biology · 2025
    Article
  16. Article
  17. Article
  18. Article
  19. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors.

Eric R LucasDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.ORCID 0000-0003-3892-1668
Sanjay C NagiDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Bilali KabulaNational Institute for Medical Research, Amani Research Centre, Muheza, Tanzania.
Bernard BatenganaNational Institute for Medical Research, Amani Research Centre, Muheza, Tanzania.
William KisinzaNational Institute for Medical Research, Amani Research Centre, Muheza, Tanzania.
Alexander Egyir-YawsonDepartment of Biomedical Sciences, University of Cape Coast, Cape Coast, Ghana.
John EssandohDepartment of Biomedical Sciences, University of Cape Coast, Cape Coast, Ghana.
Sam DadzieDepartment of Parasitology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana.
Joseph ChabiDepartment of Parasitology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana.
Arjen E Van't HofDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Emily J RipponDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Dimitra PipiniDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Nicholas J HardingBig Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom.
Naomi A DyerDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Chris S ClarksonWellcome Sanger Institute, Hinxton, Cambridge, United Kingdom.
Alistair MilesWellcome Sanger Institute, Hinxton, Cambridge, United Kingdom.
David WeetmanDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Martin J DonnellyDepartment of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.

Funding

Genome-based diagnostics for monitoring and evaluation of insecticide resistance in Anopheles gambiaeR01AI116811 · NIAID · TMLIVERPOOL SCHOOL OF TROPICAL MEDICINE · PI Martin James Donnelly · 2016 to 2026
$4.6M
NIAID NIH HHS R01 AI116811
6 · The paper itself

Abstract

To keep ahead of the evolution of resistance to insecticides in mosquitoes, national malaria control programmes must make use of a range of insecticides, both old and new, while monitoring resistance mechanisms. The outdoor-biting malaria vector Anopheles arabiensis is of increasing concern for malaria transmission because it is apparently less susceptible to many indoor control interventions, yet knowledge of its mechanisms of resistance remains limited. Furthermore, comparatively little is known in general about resistance to non-pyrethroid insecticides such as pirimiphos-methyl (PM), which are crucial for effective control in the context of globally high resistance to pyrethroids. We performed a genome-wide association study to determine the molecular mechanisms of resistance to the pyrethroid deltamethrin (commonly used in bednets) and PM (widespread use for indoor spraying), in An. arabiensis from 2 regions in Tanzania. Genomic regions of positive selection in these populations were largely driven by copy number variants (CNVs) in gene families involved in metabolic resistance. We found evidence of a new gene cluster involved in resistance to PM, identifying a strong selective sweep tied to a CNV in the carboxylesterase genes Coeae2g - Coeae6g. Using complementary data from another malaria vector, An. coluzzii, in Ghana, we show that copy number at this locus is significantly associated with PM resistance. Similarly, for deltamethrin, resistance was strongly associated with a novel CNV allele in the Cyp6aa / Cyp6p cluster (Cyp6aap_Dup33). Against this background of metabolic resistance, resistance caused by mutations in the insecticide target sites was very rare or absent. Mutations in the pyrethroid target site Vgsc were at very low frequency in Tanzania, yet combining these samples with 3 An. arabiensis individuals from West Africa revealed a startling evolutionary diversity, with up to 5 independent origins of Vgsc-995 mutations found within just 8 haplotypes. Thus, despite having been first recorded over 10 years ago, Vgsc resistance mutations in Tanzanian An. arabiensis have remained at stable low frequencies. Overall, our results provide a new copy number marker for monitoring resistance to PM in malaria mosquitoes, and reveal the complex picture of resistance patterns in An. arabiensis.

Indexed as

AnophelesDNA Copy Number VariationsInsecticide ResistanceInsecticidesMosquito VectorsNitrilesPyrethrinsAnimalsGenome-Wide Association StudyMalariaOrganothiophosphorus CompoundsSelection, GeneticTanzaniadecamethrinInsecticidesNitrilesOrganothiophosphorus Compoundspirimiphos methylPyrethrins

Identifiers

PMID39636817
PMCPMC11620391

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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.