Evidence map›Paper›PMID 41851642›Full record

ArticleBMC genomics2026

The genomics of insecticide resistance in Anopheles funestus: insights from a large bed-net trial.

Lilian Namuli-Kayondo, Sanjay C Nagi, Harun Njoroge Nganga, Anastasia Hernandez-Koutoucheva, Daniel P McDermott, Samuel Gonahasa, Amy Lynd, Ambrose Oruni, Catherine Maiteki-Sebuguzi, Jimmy Opigo and 15 more

Abstract read
In one paragraph

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

25 authors.

Lilian Namuli-KayondoLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Sanjay C NagiLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK. sanjay.nagi@lstmed.ac.uk.
Harun Njoroge NgangaLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Anastasia Hernandez-KoutouchevaLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Daniel P McDermottLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Samuel GonahasaLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Amy LyndLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Ambrose OruniLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, 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, 2C Nakasero Hill Road, Kampala, Uganda.
Agaba KatureebeInfectious Diseases Research Collaboration, 2C Nakasero Hill Road, Kampala, Uganda.
Mary KyohereInfectious Diseases Research Collaboration, 2C Nakasero Hill Road, Kampala, Uganda.
Moses R KamyaInfectious Diseases Research Collaboration, 2C Nakasero Hill Road, Kampala, Uganda.
Grant DorseyUniversity of California, San Francisco, San Francisco, CA, 94110, USA.
Janet HemingwayLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Sarah G StaedkeLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Samuel L NsobyaInfectious Diseases Research Collaboration, 2C Nakasero Hill Road, Kampala, Uganda.
Joaniter I NankabirwaInfectious Diseases Research Collaboration, 2C Nakasero Hill Road, Kampala, Uganda.
Jonathan KayondoUganda Virus Research Institute, Entebbe, Uganda.
Chris ClarksonLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Alistair MilesWellcome Sanger Institute, Hinxton, UK.
Mara K N LawniczakWellcome Sanger Institute, Hinxton, UK.
Eric R LucasLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK.
Martin J DonnellyLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, L3 5QA, UK. martin.donnelly@lstmed.ac.uk.

Funding

Transmission ProjectU19AI089674 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MATTHEW G DORSEY, MOSES Robert KAMYA · 2010 to 2026
$29.3M
Training in malaria surveillance, epidemiology and implementation science research to strengthen malaria policy and control in UgandaD43TW010526 · FIC · MAKERERE UNIVERSITY COLLEGE OF HEALTH SCIENCES · PI MATTHEW G DORSEY, MOSES Robert KAMYA · 2017 to 2026
$2.3M
Bill and Melinda Gates Foundation OPP1210750FIC NIH HHS D43 TW010526NIAID NIH HHS U19 AI089674
6 · The paper itself

Abstract

In response to the emerging threat of insecticide resistance in malaria vectors, insecticides are being repurposed for vector control or developed de novo. The longevity of disease control programs will require stewardship of these tools, including the early detection of resistance variants. Genomic surveillance has emerged as a pivotal tool for this purpose. We embedded whole-genome sequencing within a large-scale cluster-randomised control trial (cRCT), the Long-Lasting Insecticidal Net Evaluation in Uganda Project (LLINEUP), which compared pyrethroid-PBO to pyrethroid-only insecticide-treated nets (ITNs).We show that An. funestus populations were relatively unaffected by the interventions, compared to An. gambiae s.l., which were markedly reduced six months following ITN deployment. Genetic diversity and population structure analyses were suggestive of a single large An. funestus population in Uganda with little differentiation between geographic regions. Genome-wide selection scans revealed strong signals of selection at the RP1 and Cyp9k1 loci, both previously implicated in pyrethroid resistance, and two additional loci containing a diacyl-glycerol kinase gene and a TMC-like gene. Over the trial, we observed significant changes in the frequencies of swept haplotypes in the Dgk, Cyp6p9a, Gste2 and Cyp9k1 loci, and found larger changes in haplotype frequencies in the PBO arm.Our findings reveal the differential impact of the trial on An. gambiae s.l. and An. funestus, and the differing responses of An. funestus populations to pyrethroid and pyrethroid-PBO selection pressure. By embedding genomic surveillance in cRCTs, we facilitate the early discovery of resistance variants and can provide evidence of their impact on vector control tool efficacy- crucial for evidence-based deployment of vector control.Trial registrationThis trial was registered on 14th February 2017 with ISRCTN: ISRCTN17516395.

Indexed as

AnophelesGenomicsInsecticide ResistanceInsecticide-Treated BednetsAnimalsInsecticidesPyrethrinsUgandaInsecticidesPyrethrinsMalaria, Genomics, Surveillance, Insecticide resistance, Anopheles

Identifiers

PMID41851642
PMCPMC13112893

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.