Evidence map›Paper›PMID 41501650›Full record

ArticleBMC genomics2026

Genomic population structure and insecticide resistance mechanisms in the malaria vector An. coluzzii across contrasting bioclimatic zones in West Africa.

Enock K Amoako, Kelly L Bennett, Anastasia Hernandez-Koutoucheva, Isaiah Debrah, Collins M Morang'a, Stephen Binaansim, Victor A Asoala, Cristina Ariana, Keziah L Malm, Gordon Awandare and 3 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. 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Genomic signatures of selection inbioRxiv : the preprint server for biology · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors.

Enock K Amoako *West African Centre for Cell Biology of Infectious Pathogens (WACCBIP), University of Ghana, Accra, Ghana.
Kelly L Bennett *Liverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Anastasia Hernandez-KoutouchevaLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Isaiah DebrahWest African Centre for Cell Biology of Infectious Pathogens (WACCBIP), University of Ghana, Accra, Ghana.
Collins M Morang'aWest African Centre for Cell Biology of Infectious Pathogens (WACCBIP), University of Ghana, Accra, Ghana.
Stephen BinaansimWest African Centre for Cell Biology of Infectious Pathogens (WACCBIP), University of Ghana, Accra, Ghana.
Victor A AsoalaNavrongo Health Research Centre, Ghana Health Service, Navrongo, Ghana.
Cristina ArianaLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Keziah L MalmNational Malaria Elimination Programme, Ministry of Health, Accra, Ghana.
Gordon AwandareWest African Centre for Cell Biology of Infectious Pathogens (WACCBIP), University of Ghana, Accra, Ghana.
Alistair MilesLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Chris S ClarksonLiverpool School of Tropical Medicine, Pembroke Place, Liverpool, UK.
Lucas N Amenga-EtegoWest African Centre for Cell Biology of Infectious Pathogens (WACCBIP), University of Ghana, Accra, Ghana. lamengaetego@ug.edu.gh.

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
Gates Foundation INV-001927Gates Foundation INV-031595NIAID NIH HHS R01 AI116811Wellcome Trust
6 · The paper itself

Abstract

backgroundEnvironmental barriers influencing the movement of insect vectors can govern adaptive gene flow, including the dispersal of insecticide resistance mechanisms that compromise population control. We sought to understand population connectivity of the major malaria vector, An. coluzzii, across the different bioclimatic zones of West Africa including Ghana, Mali and Côte d’Ivoire using SNPs from whole genomes and inversion karyotypes previously associated with environmental adaptation.

methodsWe used Ghana as a case study to investigate how adaptive alleles are shared across geographical space. Paired-end 100–150 bp sequencing reads were aligned to the AgamP4 reference genome using BWA version 0.7.15 and single nucleotide polymorphisms (SNP) called using GATK version 3.7.0. We characterised known target site and metabolic insecticide resistance markers, including amino acid substitutions and copy number variants. We also performed genome-wide scans for novel signals of selection with a potential link to insecticide resistance using the H12 homozygosity statistic across defined windows of the genome.

resultsBased on analysis of population connectivity, we identified restricted gene flow between An. coluzzii from the northern savannah and southern forested regions of West Africa. We further found marked differences in insecticide resistance profiles across the different bioclimatic zones in Ghana, suggesting that population connectivity impacts on adaptive allele sharing. Greater evidence for target site pyrethroid resistance substitutions at the Vgsc gene and metabolic resistance markers at carboxylesterases and Gste2 in the North reflected differences in insecticide use across the country. Based on insecticide resistance marker profiles and selection scans, we also observed distinct resistance mechanisms in the coastal region of Greater Accra which may result from intense urban agricultural activity. These included a unique selection signal on the 3R chromosome at a cytochrome P450 gene, Cyp12f and a UDP glucuronosyltransferase.

conclusionOverall, findings suggest that environmental conditions restrict An. coluzzii gene flow to impact the geographical distribution of molecular insecticide resistance.

Indexed as

AnophelesGenomicsInsecticide ResistanceMalariaMosquito VectorsAfrica, WesternAnimalsClimateGene FlowGenetics, PopulationPolymorphism, Single NucleotideAnopheles coluzziiEnvironmental adaptationInsecticide resistanceMalaria vectorWest africa.

Identifiers

PMID41501650
PMCPMC12870732

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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.