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      Identification of genomic regions regulating sex determination in Atlantic salmon using high density SNP data

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          Abstract

          Background

          A complete understanding of the genetic basis for sexual determination and differentiation is necessary in order to implement efficient breeding schemes at early stages of development. Atlantic salmon belongs to the family Salmonidae of fishes and represents a species of great commercial value. Although the species is assumed to be male heterogametic with XY sex determination, the precise genetic basis of sexual development remains unclear. The complexity is likely associated to the relatively recent salmonid specific whole genome duplication that may be responsible for certain genome instability. This instability together with the capacity of the sex-determining gene to move across the genome as reported by previous studies, may explain that sexual development genes are not circumscribed to the same chromosomes in all members of the species. In this study, we have used a 220 K SNP panel developed for Atlantic salmon to identify the chromosomes explaining the highest proportion of the genetic variance for sex as well as candidate regions and genes associated to sexual development in this species.

          Results

          Results from regional heritability analysis showed that the chromosomes explaining the highest proportion of variance in these populations were Ssa02 (heritability = 0.42, SE = 0.12) and Ssa21 (heritability = 0.26, SE = 0.11). After pruning by linkage disequilibrium, genome-wide association analyses revealed 114 SNPs that were significantly associated with sex, being Ssa02 the chromosome containing a greatest number of regions. Close examination of the candidate regions evidenced important genes related to sex in other species of Class Actinopterygii, including SDY, genes from family SOX, RSPO1, ESR1, U2AF2A, LMO7, GNRH-R, DND and FIGLA.

          Conclusions

          The combined results from regional heritability analysis and genome-wide association have provided new advances in the knowledge of the genetic regulation of sex determination in Atlantic salmon, supporting that Ssa02 is the candidate chromosome for sex in this species and suggesting an alternative population lineage in Spanish wild populations according to the results from Ssa21.

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          Most cited references48

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          Chapter 11: Genome-Wide Association Studies

          Genome-wide association studies (GWAS) have evolved over the last ten years into a powerful tool for investigating the genetic architecture of human disease. In this work, we review the key concepts underlying GWAS, including the architecture of common diseases, the structure of common human genetic variation, technologies for capturing genetic information, study designs, and the statistical methods used for data analysis. We also look forward to the future beyond GWAS.
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            Sex-dependent dominance at a single locus maintains variation in age at maturity in salmon.

            Males and females share many traits that have a common genetic basis; however, selection on these traits often differs between the sexes, leading to sexual conflict. Under such sexual antagonism, theory predicts the evolution of genetic architectures that resolve this sexual conflict. Yet, despite intense theoretical and empirical interest, the specific loci underlying sexually antagonistic phenotypes have rarely been identified, limiting our understanding of how sexual conflict impacts genome evolution and the maintenance of genetic diversity. Here we identify a large effect locus controlling age at maturity in Atlantic salmon (Salmo salar), an important fitness trait in which selection favours earlier maturation in males than females, and show it is a clear example of sex-dependent dominance that reduces intralocus sexual conflict and maintains adaptive variation in wild populations. Using high-density single nucleotide polymorphism data across 57 wild populations and whole genome re-sequencing, we find that the vestigial-like family member 3 gene (VGLL3) exhibits sex-dependent dominance in salmon, promoting earlier and later maturation in males and females, respectively. VGLL3, an adiposity regulator associated with size and age at maturity in humans, explained 39% of phenotypic variation, an unexpectedly large proportion for what is usually considered a highly polygenic trait. Such large effects are predicted under balancing selection from either sexually antagonistic or spatially varying selection. Our results provide the first empirical example of dominance reversal allowing greater optimization of phenotypes within each sex, contributing to the resolution of sexual conflict in a major and widespread evolutionary trade-off between age and size at maturity. They also provide key empirical evidence for how variation in reproductive strategies can be maintained over large geographical scales. We anticipate these findings will have a substantial impact on population management in a range of harvested species where trends towards earlier maturation have been observed.
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              Sex chromosome specialization and degeneration in mammals.

              Sex chromosomes--particularly the human Y--have been a source of fascination for decades because of their unique transmission patterns and their peculiar cytology. The outpouring of genomic data confirms that their atypical structure and gene composition break the rules of genome organization, function, and evolution. The X has been shaped by dosage differences to have a biased gene content and to be subject to inactivation in females. The Y chromosome seems to be a product of a perverse evolutionary process that does not select the fittest Y, which may cause its degradation and ultimate extinction.
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                Author and article information

                Contributors
                mgabian@uvigo.es
                paloma@uvigo.es
                avila@inia.es
                villanueva.beatriz@inia.es
                amel.chtioui@uni-goettingen.de
                matthew.peter.kent@nmbu.no
                laracovelo@uvigo.es
                afedez@inia.es
                +34-91-347-3792 , saura.maria@inia.es
                Journal
                BMC Genomics
                BMC Genomics
                BMC Genomics
                BioMed Central (London )
                1471-2164
                22 October 2019
                22 October 2019
                2019
                : 20
                : 764
                Affiliations
                [1 ]ISNI 0000 0001 2097 6738, GRID grid.6312.6, Departamento de Bioquímica, Genética e Inmunología, Facultad de Biología, , Universidad de Vigo, ; Vigo, 36310 Spain
                [2 ]ISNI 0000 0001 2300 669X, GRID grid.419190.4, Departamento de Mejora Genética Animal, , INIA, ; Carretera de la Coruña km 7,5, 28040 Madrid, Spain
                [3 ]ISNI 0000 0004 0607 975X, GRID grid.19477.3c, Center for Integrative Genetics (CIGENE), Department of Animal and Aquacultural Sciences, Faculty of Bioscience, , Norwegian University of Life Sciences (NMBU), ; 1430 Ås, Norway
                Author information
                http://orcid.org/0000-0002-2744-2840
                Article
                6104
                10.1186/s12864-019-6104-4
                6805462
                31640542
                c86adf46-1182-4ca6-b666-6bb77c3211b7
                © The Author(s). 2019

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 11 March 2019
                : 13 September 2019
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2019

                Genetics
                atlantic salmon,gwas,high-dense snp chip,regional heritability analysis,sex determination
                Genetics
                atlantic salmon, gwas, high-dense snp chip, regional heritability analysis, sex determination

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