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Outlier SNP markers reveal fine‐scale genetic structuring across European hake populations (Merluccius merluccius)
Authors:Alessia Cariani  Miroslava Atanassova  Dorte Bekkevold  Gary R Carvalho  Montserrat Espiñeira  Fabio Fiorentino  Germana Garofalo  Audrey J Geffen  Jakob H Hansen  Sarah J Helyar  Einar E Nielsen  Rob Ogden  Tomaso Patarnello  Marco Stagioni  FishPopTrace Consortium  Fausto Tinti  Luca Bargelloni
Institution:1. Department of Biological, Geological and Environmental Sciences, University of Bologna, , 40126 Bologna, Italy;2. Living Resources, Aquaculture and Management of their Traceability Division of ANFACO‐CECOPESCA, Ctra. Colegio Universitario 16, , 36.310 Vigo, Spain;3. National Institute of Aquatic Resources, Technical University of Denmark, , DK‐8600 Silkeborg, Denmark;4. Molecular Ecology and Fisheries Genetics Laboratory, School of Biological Sciences, Bangor University, Environment Centre Wales, , Bangor, UK;5. National Research Council (CNR)–Institute for Coastal Marine Environment (IAMC), , 91026 Mazara del Vallo, Trapani, Italy;6. Department of Biology, University of Bergen, , P.O. Box 7803, N‐5020 Bergen, Norway;7. Food Safety, Environment & Genetics, Matís ohf, Vínlandsleie 12, , 113 Reykjavík, Iceland;8. TRACE Wildlife Forensics Network, Royal Zoological Society of Scotland, , Edinburgh, EH12 6TS UK;9. Department of Comparative Biomedicine and Food Science—Agripolis—Viale dell'Università 16, , I‐35020 Legnaro, Padova, Italy;10. https://fishpoptrace.jrc.ec.europa.eu/about/consortium
Abstract:Shallow population structure is generally reported for most marine fish and explained as a consequence of high dispersal, connectivity and large population size. Targeted gene analyses and more recently genome‐wide studies have challenged such view, suggesting that adaptive divergence might occur even when neutral markers provide genetic homogeneity across populations. Here, 381 SNPs located in transcribed regions were used to assess large‐ and fine‐scale population structure in the European hake (Merluccius merluccius), a widely distributed demersal species of high priority for the European fishery. Analysis of 850 individuals from 19 locations across the entire distribution range showed evidence for several outlier loci, with significantly higher resolving power. While 299 putatively neutral SNPs confirmed the genetic break between basins (FCT = 0.016) and weak differentiation within basins, outlier loci revealed a dramatic divergence between Atlantic and Mediterranean populations (FCT range 0.275–0.705) and fine‐scale significant population structure. Outlier loci separated North Sea and Northern Portugal populations from all other Atlantic samples and revealed a strong differentiation among Western, Central and Eastern Mediterranean geographical samples. Significant correlation of allele frequencies at outlier loci with seawater surface temperature and salinity supported the hypothesis that populations might be adapted to local conditions. Such evidence highlights the importance of integrating information from neutral and adaptive evolutionary patterns towards a better assessment of genetic diversity. Accordingly, the generated outlier SNP data could be used for tackling illegal practices in hake fishing and commercialization as well as to develop explicit spatial models for defining management units and stock boundaries.
Keywords:environmental correlation  genome scan  local adaptation  outlier SNPs  salinity  temperature
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