Signatures of selection and mechanisms of insecticide resistance in Ugandan Anopheles funestus: Insights from embedding translational genomics into the LLINEUP cluster randomised trial.
Kayondo, L. N.; Nagi, S. C.; Njoroge, H.; Hernandez-Koutoucheva, A.; McDermott, D. P.; Gonahasa, S.; Lynd, A. R.; Oruni, A.; Sebuguzi, C. M.; Opigo, J.; Yeka, A.; Katureebe, A.; Kyohere, M.; Kamya, M.; Dorsey, G.; Hemingway, J.; Staedke, S. G.; Sam, N.; Nankabirwa, J.; Kayondo, J.; Clarkson, C. S.; Miles, A.; Lawniczak, M. K. N.; Lucas, E. R.; Donnelly, M. J.
Show abstract
In response to the emerging threat of insecticide resistance in malaria vectors, insecticides are being repurposed for vector control or developed de novo. Good stewardship of these finite new resources is essential if disease control programmes are to remain effective. This is dependent on timely data to help guide evidence-based decision-making for National Malaria Control programmes (NMCPs). By embedding genomics into cluster randomized control trials (cRCTs), we can perform surveillance and early detection of insecticide resistance variants to new and repurposed chemicals in natural field conditions, supporting effective stewardship. The LLIN Evaluation Uganda Project (LLINEUP) trial evaluated the efficacy of pyrethroid-piperonyl butoxide (PBO) and pyrethroids-only long-lasting insecticidal nets (LLINs). It was conducted in Uganda between 2017-2020 and was the largest cRCT to date, covering 40% of the country in 104 health sub-districts. We embedded genomic surveillance within LLINEUP to detect and track insecticide resistance variants. At baseline and throughout the trial, we sampled Anopheles mosquitoes with Prokopack aspirators and performed Illumina whole-genome sequencing. 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 LLIN deployment. Standard approaches for describing genetic diversity and population structure e.g. fixation index (FST), Principal Component Analysis (PCA) and Neighbour-Joining (NJ) trees, were consistent with the density observations and suggestive of a single large An. funestus population in Uganda with little genetic differentiation. Genome-wide selection scans revealed strong signals of selection at the Resistance to pyrethroid-1 (RP1) locus and Cyp9k1, both loci previously implicated in pyrethroid resistance. We report two additional loci, eye diacylglycerol kinase (Dgk) ({cong}13.5Mb on the X chromosome) and O-mannosyl-transferase (TMC-like) ({cong}67.9Mb on 3RL) that showed signals of selection. Known DDT and permethrin resistance-associated variants at the Gste2 locus, L119F and L119V, were also identified. Over the trial period, changes in haplotype frequencies were observed in regions under selection, with more pronounced shifts in the PBO arm. Notably, there were significant reductions in the frequencies of swept haplotypes (measured by delta ({Delta}) H12) in the Dgk and Cyp6p9a regions, while significant increases in haplotype frequency were observed at Gste2 and Cyp9k1 loci. Our findings reveal the differential impact of the trial on An. gambiae s.l. and An. funestus densities and the differing responses of An. funestus populations to pyrethroid and pyrethroid-PBO selection pressure. These insights underscore the potential value of tailored, species- and region-specific vector control strategies, supported by regional genetic surveillance, to better control insecticide resistance evolution and spread. By embedding genomic surveillance in cRCTs we can facilitate the discovery of putative resistance variants and can provide evidence of their impact on vector control tool efficacy; both of crucial importance to evidence-based deployment of vector control tools by NMCPs.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Insecticide resistance and population structure of the invasive malaria vector, Anopheles stephensi, from Fiq, Ethiopia 96%
- Sensitive and modular amplicon sequencing of Plasmodium falciparum diversity and resistance for research and public health 95%
- Plasmodium falciparum genomic surveillance reveals spatial and temporal trends, association of genetic and physical distance, and household clustering 95%
Similar papers in this journal
- Implications of successive blood feeding on Wolbachia-mediated dengue virus inhibition in Aedes aegypti mosquitoes 93%
- Preventing antimalarial drug resistance with triple artemisinin-based combination therapies 93%
- Global diversity of soil-transmitted helminths reveals population-biased genetic variation that impacts diagnostic targets 93%
Similar papers in this journal
- Discovery of ongoing selective sweeps within Anopheles mosquito populations using deep learning 92%
- Evolution of the insecticide target Rdl in African Anopheles is driven by interspecific andinterkaryotypic introgression 92%
- Ancient hybridization and introgression of an invadolysin gene in schistosome parasites 91%
Similar papers in this journal
- Cuticular hydrocarbons are associated with mating success and insecticide resistance in malaria vectors 95%
- A molecular barcode and online tool to identify and map imported infection with Plasmodium vivax 94%
- Global FAW population genomic signature supports complex introduction events across the Old World 93%
Similar papers in this journal
- Incursion pathways of the Asian tiger mosquito (Aedes albopictus) into Australia contrast sharply with those of the yellow fever mosquito (Aedes aegypti) 93%
- Mutations associated with pyrethroid resistance in Varroa mites, a parasite of honey bees, are widespread across the USA 90%
- Development of efficient RNAi methods in the corn leafhopper Dalbulus maidis, a promising application for pest control 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.