Evidence map›Paper›PMID 41773559›Full record

ArticleMolecular ecology2026

Genetic Surveillance Reveals Differential Evolutionary Dynamic of Anopheles gambiae Under Contrasting Insecticidal Tools Used in Malaria Control.

Harun N Njoroge, Lilian Namuli, Sanjay C Nagi, Anastasia Hernandez-Koutoucheva, Daniel P McDermott, Erin Knight, Samuel Gonahasa, Amy Lynd, Ambrose Oruni, Catherine Maiteki-Sebuguzi and 12 more

Abstract read
In one paragraph

Article in Molecular ecology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. An atlas of positive selection in the genomes of major malaria vectors.bioRxiv : the preprint server for biology · 2025
    Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors.

Harun N NjorogeLiverpool School of Tropical Medicine, Liverpool, UK.ORCID https://orcid.org/0000-0002-9152-8972
Lilian NamuliLiverpool School of Tropical Medicine, Liverpool, UK.
Sanjay C NagiLiverpool School of Tropical Medicine, Liverpool, UK.ORCID https://orcid.org/0000-0003-1214-8523
Anastasia Hernandez-KoutouchevaLiverpool School of Tropical Medicine, Liverpool, UK.
Daniel P McDermottLiverpool School of Tropical Medicine, Liverpool, UK.
Erin KnightLiverpool School of Tropical Medicine, Liverpool, UK.
Samuel GonahasaLiverpool School of Tropical Medicine, Liverpool, UK.
Amy LyndLiverpool School of Tropical Medicine, Liverpool, UK.
Ambrose OruniLiverpool School of Tropical Medicine, Liverpool, UK.
Catherine Maiteki-SebuguziNational Malaria Elimination Division, Ministry of Health, Kampala, Uganda.
Jimmy OpigoNational Malaria Elimination Division, Ministry of Health, Kampala, Uganda.
Adoke YekaInfectious Diseases Research Collaboration, Kampala, Uganda.
Agaba KatureebeInfectious Diseases Research Collaboration, Kampala, Uganda.
Mary KyohereInfectious Diseases Research Collaboration, Kampala, Uganda.
Moses R KamyaInfectious Diseases Research Collaboration, Kampala, Uganda.
Grant DorseyUniversity of California, San Francisco, San Francisco, California, USA.
Janet HemingwayLiverpool School of Tropical Medicine, Liverpool, UK.
Sarah G StaedkeLiverpool School of Tropical Medicine, Liverpool, UK.
Chris ClarksonLiverpool School of Tropical Medicine, Liverpool, UK.ORCID https://orcid.org/0000-0002-8757-1660
Alistair MilesEllison Institute of Technology, Oxford, UK.
Eric R LucasLiverpool School of Tropical Medicine, Liverpool, UK.ORCID https://orcid.org/0000-0003-3892-1668
Martin J DonnellyLiverpool School of Tropical Medicine, Liverpool, UK.

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
Bill & Melinda Gates Foundation INV-062921Bill & Melinda Gates Foundation INV-074868MRC DTP studentship MR/R015678/1National Institute of Allergy and Infectious Diseases R01AI116811NIAID NIH HHS R01 AI116811Royal Society Wolfson Fellowship RSWF\FT\180003
6 · The paper itself

Abstract

Malaria, a febrile disease caused by the Plasmodium parasites and transmitted by mosquitoes, is a leading cause of mortality in children under 5 in endemic countries. The widespread deployment of insecticide-treated bed nets (ITNs) has significantly reduced malaria transmission, but rising levels of insecticide resistance threaten to halt the progress. Monitoring insecticide resistance is vital for effective vector control, particularly when deploying new tools. Understanding mosquito population responses to these interventions is crucial for guiding control programmes in making informed decisions about the selection, timing and geographic deployment of tools. This genomic study investigates the demographic and evolutionary consequences on the malaria vector Anopheles gambiae of deploying standard ITNs (containing only pyrethroids) and pyrethroid-PBO nets (containing pyrethroids plus the synergist piperonyl butoxide) during a clinical trial in Uganda. Despite substantial reductions in indoor mosquito densities in the clinical trial, estimates of nucleotide diversity (π) and linkage disequilibrium revealed no significant decline in effective population size, reflecting continued large population size even after effective control. Marked allele frequency shifts at resistance-associated loci indicated strong selection pressures driven by the interventions, with distinct selective dynamics between the two net types, highlighting alternative pyrethroid detoxification pathways in the presence of PBO. A duplication in the Cyp9k1 gene significantly increased in frequency in populations exposed to pyrethroid-only nets but decreased in populations exposed to PBO-treated nets, suggesting that selection for over-expression of this gene is removed when this resistance mechanism is impacted by PBO. An alternative potential detoxification mechanism was selected within a region of the 2La chromosomal inversion on chromosome 2 L, which encompasses the UDP-glucose 6-dehydrogenase gene. This variant consistently increased in frequency when exposed to PBO-treated nets. Additionally, pyrethroid-only nets selected for a novel locus on the X chromosome containing the diacylglycerol kinase gene, which is potentially linked to behavioural adaptations through its role in neurotransmission modulation. Our findings underscore the importance of genomic surveillance in vector control, revealing distinct evolutionary dynamics of insecticide resistance mechanisms in the presence of PBO. While ITNs remain effective, the persistence and evolution of resistance-associated alleles highlight the need for adaptive and dynamic resistance management strategies. By integrating high-resolution genomic data with epidemiological and entomological monitoring, this study offers actionable insights to sustain malaria control efforts amid the ongoing challenge of insecticide resistance.

Indexed as

AnophelesEvolution, MolecularInsecticide ResistanceInsecticidesMalariaMosquito ControlAnimalsGene FrequencyInsecticide-Treated BednetsLinkage DisequilibriumMosquito VectorsPiperonyl ButoxidePopulation DensityPyrethrinsSelection, GeneticUgandaInsecticidesPiperonyl ButoxidePyrethrins

Identifiers

PMID41773559
PMCPMC12954828

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.