Evidence map›Paper›PMID 40474067›Full record

ArticleBMC genomics2025

Molecular markers of reduced behavioral sensitivity to transfluthrin in Anopheles gambiae s.s. from Western Kenya.

Stephen Okeyo, Dieunel Derilus, Lucy Mackenzie Impoinvil, Nsa Dada, Diana Omoke, Helga Saizonou, Cynthia Awuor Odhiambo, Nicola Mulder, Gerald Juma, Benard W Kulohoma and 4 more

Abstract read
In one paragraph

Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Review
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

14 authors.

Stephen OkeyoKenya Medical Research Institute (KEMRI), Centre for Global Health Research (CGHR), Kisumu, Kenya. stephenokeyo65@gmail.com.
Dieunel DerilusDivision of Parasitic Diseases and Malaria, Entomology Branch, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, 1600 Clifton Rd, Atlanta, GA 30329, USA.
Lucy Mackenzie ImpoinvilDivision of Parasitic Diseases and Malaria, Entomology Branch, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, 1600 Clifton Rd, Atlanta, GA 30329, USA.
Nsa DadaTropical Infectious Diseases Research Centre (TIDRC), University of Abomey-Calavi (UAC), Abomey-Calavi, Benin.
Diana OmokeKenya Medical Research Institute (KEMRI), Centre for Global Health Research (CGHR), Kisumu, Kenya.
Helga SaizonouTropical Infectious Diseases Research Centre (TIDRC), University of Abomey-Calavi (UAC), Abomey-Calavi, Benin.
Cynthia Awuor OdhiamboKenya Medical Research Institute (KEMRI), Centre for Global Health Research (CGHR), Kisumu, Kenya.
Nicola MulderHuman, Heredity, and Health in Africa H3A Bionet network, University of Cape Town ZA, Cape Town, South Africa.
Gerald JumaDepartment of Biochemistry, University of Nairobi, Nairobi, Kenya.
Benard W KulohomaDepartment of Biochemistry, University of Nairobi, Nairobi, Kenya.
John E GimnigDivision of Parasitic Diseases and Malaria, Entomology Branch, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, 1600 Clifton Rd, Atlanta, GA 30329, USA.
Luc S DjogbénouTropical Infectious Diseases Research Centre (TIDRC), University of Abomey-Calavi (UAC), Abomey-Calavi, Benin.
Audrey LenhartDivision of Parasitic Diseases and Malaria, Entomology Branch, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, 1600 Clifton Rd, Atlanta, GA 30329, USA.
Eric OchomoKenya Medical Research Institute (KEMRI), Centre for Global Health Research (CGHR), Kisumu, Kenya. ericochomo@yahoo.com.

Funding

Bill and Melinda Gates Foundation OPP1210769
6 · The paper itself

Abstract

backgroundThe emergence and spread of insecticide resistance in malaria vectors threatens vector control efforts. The use of spatial repellent products (SR) containing volatile insecticides such as transfluthrin offer a promising complementary strategy to current vector control tools. Here, we employed whole transcriptome analysis to investigate the molecular mechanisms underlying reduced behavioral sensitivity to transfluthrin in two pyrethroid-resistant populations of Anopheles gambiae s.s. Using a high-throughput screening system (HITSS), we evaluated 600 mosquitoes across three populations (Bungoma field population, the insecticide-resistant Pimperena lab strain, and the susceptible Kisumu lab strain), categorizing them as responders or non-responders based on their SR avoidance behavior. Non-responders exhibited significantly reduced repellency (spatial activity index < 0.1) at standard transfluthrin concentrations (0.0025 μg/ml).

resultsRNA sequencing of pooled samples (n = 10 mosquitoes per pool, three replicates per condition) revealed distinct transcriptional profiles between responders and non-responders. The cytochrome P450 gene CYP12F12 showed significant overexpression (FC = 36.6389, p < 0.001) in Bungoma non-responders, suggesting its potential role in transfluthrin metabolism. Additionally, we observed population-specific distributions of voltage-gated sodium channel mutations, with fixation of kdr L995F in Pimperena non-responders and elevated frequency (80-100%) of kdr L995S in Bungoma non-responders.

conclusionsThese findings provide the first molecular evidence linking both metabolic and target-site mechanisms to reduced behavioral sensitivity to transfluthrin in malaria vectors. The co-occurrence of CYP12F12 overexpression and kdr mutations suggests multiple resistance mechanisms may affect spatial repellent efficacy, highlighting the need for resistance monitoring in spatial repellent deployment strategies.

Indexed as

AnophelesBehavior, AnimalCyclopropanesFluorobenzenesInsecticide ResistanceInsecticidesAnimalsFemaleGene Expression ProfilingInsect ProteinsInsect RepellentsKenyaMosquito VectorsTranscriptomeCyclopropanesFluorobenzenesInsecticidesInsect ProteinsInsect RepellentstransfluthrinAn. gambiae s.sCYP12 F12Insecticide resistancekdr mutationRNA-seqSpatial repellentsTransfluthrin

Identifiers

PMID40474067
PMCPMC12142849

What OpenQuestion holds

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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.