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      Population Structure and Genetic Diversity of Nile Tilapia ( Oreochromis niloticus) Strains Cultured in Tanzania

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          Abstract

          Understanding population structure and genetic diversity within and between local Nile tilapia lines cultured in Tanzania is important for sustainable aquaculture production. This study investigated the genetic structure and diversity among seven Nile tilapia populations in Tanzania (Karanga, Igunga, Ruhila, Fisheries Education and Training Agency, Tanzania Fisheries Research Institute, Kunduchi, and Lake Victoria). Double-digest restriction site-associated DNA (ddRAD) libraries were prepared from 140 individual fish (20 per population) and sequenced using an Illumina HiSeq 4000 resulting in the identification of 2,180 informative single nucleotide polymorphisms (SNPs). Pairwise F st values revealed strong genetic differentiation between the closely related populations; FETA, Lake Victoria, and Igunga and those from TAFIRI and Karanga with values ranging between 0.45 and 0.55. Population structure was further evaluated using Bayesian model-based clustering (STRUCTURE) and discriminant analysis of principal components (DAPC). Admixture was detected among Karanga, Kunduchi, and Ruhila populations. A cross-validation approach (25% of individual fish from each population was considered of unknown origin) was conducted in order to test the efficiency of the SNP markers to correctly assign individual fish to the population of origin. The cross-validation procedure was repeated 10 times resulting in 77% of the tested individual fish being allocated to the correct population. Overall our results provide a new database of informative SNP markers for both conservation management and aquaculture activities of Nile tilapia strains in Tanzania.

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          Stacks 2: Analytical methods for paired‐end sequencing improve RADseq‐based population genomics

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            ZUSAMMENSETZUNG VON POPULATIONEN UND KORRELATIONSERSCHEINUNGEN VOM STANDPUNKT DER VERERBUNGSLEHRE AUS BETRACHTET

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              Next-generation hybridization and introgression.

              Hybridization has a major role in evolution-from the introgression of important phenotypic traits between species, to the creation of new species through hybrid speciation. Molecular studies of hybridization aim to understand the class of hybrids and the frequency of introgression, detect the signature of ancient hybridization, and understand the behaviour of introgressed loci in their new genomic background. This often involves a large investment in the design and application of molecular markers, leading to a compromise between the depth and breadth of genomic data. New techniques designed to assay a large sub-section of the genome, in association with next-generation sequencing (NGS) technologies, will allow genome-wide hybridization and introgression studies in organisms with no prior sequence data. These detailed genotypic data will unite the breadth of sampling of loci characteristic of population genetics with the depth of sequence information associated with molecular phylogenetics. In this review, we assess the theoretical and methodological constraints that limit our understanding of natural hybridization, and promote the use of NGS for detecting hybridization and introgression between non-model organisms. We also make recommendations for the ways in which emerging techniques, such as pooled barcoded amplicon sequencing and restriction site-associated DNA tags, should be used to overcome current limitations, and enhance our understanding of this evolutionary significant process.
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                Author and article information

                Contributors
                Journal
                Front Genet
                Front Genet
                Front. Genet.
                Frontiers in Genetics
                Frontiers Media S.A.
                1664-8021
                20 December 2019
                2019
                : 10
                : 1269
                Affiliations
                [1] 1Department of Animal Breeding and Genetics, Swedish University of Agricultural Sciences , Uppsala, Sweden
                [2] 2Department of Aquatic Science and Fisheries, College of Agricultural Sciences and Fisheries Technology, University of Dar es Salaam , Dar es Salaam, Tanzania
                [3] 3Institute of Marine Sciences, University of Dar es Salaam , Dar es Salaam, Tanzania
                [4] 4The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh , Edinburgh, United Kingdom
                Author notes

                Edited by: Farai Catherine Muchadeyi, Agricultural Research Council of South Africa (ARC-SA), South Africa

                Reviewed by: Jesús Fernández, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria INIA, Spain; Charles Hefer, AgResearch, New Zealand

                *Correspondence: Dirk Jan de Koning, dj.de-koning@ 123456slu.se

                This article was submitted to Livestock Genomics, a section of the journal Frontiers in Genetics

                Article
                10.3389/fgene.2019.01269
                6933018
                31921307
                59ff28e1-fd76-44a4-9727-0e6f41095cb7
                Copyright © 2019 Kajungiro, Palaiokostas, Pinto, Mmochi, Mtolera, Houston and de Koning

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 08 February 2019
                : 18 November 2019
                Page count
                Figures: 6, Tables: 2, Equations: 0, References: 62, Pages: 12, Words: 6171
                Funding
                Funded by: Styrelsen för Internationellt Utvecklingssamarbete 10.13039/100004441
                Categories
                Genetics
                Original Research

                Genetics
                aquaculture,population structure,genetic diversity,nile tilapia,double-digest restriction site-associated dna-sequencing

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