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To address this problem, we investigated the role genome structural variants (SVs) play in adaptations of Anopheles stephensi, a primary vector of urban malaria in South Asia and an invasive malaria vector in South Asian islands and Africa. Using whole genome sequencing data, we identified 2,988 duplications and 16,038 deletions of SVs in 115 mosquitoes from invasive island populations and four locations from mainland India, the species\u2019 ancestral range. The minor allele frequency of SVs and amino acid polymorphism suggests SVs are more deleterious than the amino acid variants. However, high-frequency SVs are enriched in genomic regions with signatures of selective sweeps, implying a putative adaptive role of some SVs. We revealed three novel candidate duplication mutations for recurrent evolution of resistance to diverse insecticides in An. stephensi populations. These mutations exhibit distinct population genetic signatures of recent adaptive evolution, suggesting different mechanisms of rapid adaptations involving hard and soft sweeps helping the species thwart chemical control strategies. We also identify candidate SVs for the larval tolerance to brackish water, which is likely an adaptation in island and coastal populations. Nearly all high-frequency SVs and the candidate adaptive variants in the island populations are derived from the mainland, suggesting a sizable contribution of existing variation to the success of the island populations. Our results highlight the important role of SVs in the evolutionary success of invasive malaria vector An. stephensi.<\/jats:p>","DOI":"10.1093\/molbev\/msaf140","type":"journal-article","created":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T12:13:01Z","timestamp":1749211981000},"source":"Crossref","is-referenced-by-count":3,"title":["Genome Structural Variants Shape Adaptive Success of an Invasive Urban Malaria Vector <i>Anopheles stephensi<\/i>"],"prefix":"10.1093","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-4460-0737","authenticated-orcid":false,"given":"Alejandra","family":"Samano","sequence":"first","affiliation":[{"name":"Department of Biology, Texas A&M University , College Station, TX ,","place":["USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5817-3647","authenticated-orcid":false,"given":"Naveen","family":"Kumar","sequence":"additional","affiliation":[{"name":"Department of Vector Control, Environmental Surveillance and Disease Ecology, Tata Institute for Genetics and Society , Bengaluru 560065 ,","place":["India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7724-1799","authenticated-orcid":false,"given":"Yi","family":"Liao","sequence":"additional","affiliation":[{"name":"Department of Biology, Texas A&M University , College Station, TX ,","place":["USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6762-7014","authenticated-orcid":false,"given":"Farah","family":"Ishtiaq","sequence":"additional","affiliation":[{"name":"Department of Vector Control, Environmental Surveillance and Disease Ecology, Tata Institute for Genetics and Society , Bengaluru 560065 ,","place":["India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2414-9187","authenticated-orcid":false,"given":"Mahul","family":"Chakraborty","sequence":"additional","affiliation":[{"name":"Department of Biology, Texas A&M University , College Station, TX ,","place":["USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2025,6,6]]},"reference":[{"issue":"3","key":"2025062605061096000_msaf140-B1","doi-asserted-by":"publisher","first-page":"409","DOI":"10.3390\/biology11030409","article-title":"The phylodynamic and spread of the invasive Asian Malaria vectors, Anopheles stephensi, in Sudan","volume":"11","author":"Abubakr","year":"2022","journal-title":"Biology (Basel)."},{"issue":"6","key":"2025062605061096000_msaf140-B2","doi-asserted-by":"publisher","first-page":"974","DOI":"10.1101\/gr.114876.110","article-title":"CNVnator: an approach to discover, genotype, and characterize 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