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      Genetic Diversity within a Global Panel of Durum Wheat (Triticum durum) Landraces and Modern Germplasm Reveals the History of Alleles Exchange

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          Abstract

          Durum wheat is the 10th most important crop in the world, and its use traces back to the origin of agriculture. Unfortunately, in the last century only part of the genetic diversity available for this species has been captured in modern varieties through breeding. Here, the population structure and genetic diversity shared among elites and landraces collected from 32 countries was investigated. A total of 370 entries were genotyped with Axiom 35K array to identify 8,173 segregating single nucleotide polymorphisms (SNPs). Of these, 500 were selected as highly informative with a PIC value above 0.32 and used to test population structure via DAPC, STRUCTURE, and neighbor joining tree. A total of 10 sub-populations could be identified, six constituted by modern germplasm and four by landraces of different geographical origin. Interestingly, genomic comparison among groups indicated that Middle East and Ethiopia had the lowest level of allelic diversity, while breeding programs and landraces collected outside these regions were the richest in rare alleles. Further, phylogenetic analysis among landraces indicated that Ethiopia might represent a second center of origin of durum wheat, rather than a second domestication site as previously believed. Together, the analyses carried here provide a global picture of the available genetic diversity for this crop and shall guide its targeted use by breeders.

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          Seed banks and molecular maps: unlocking genetic potential from the wild.

          Nearly a century has been spent collecting and preserving genetic diversity in plants. Germplasm banks-living seed collections that serve as repositories of genetic variation-have been established as a source of genes for improving agricultural crops. Genetic linkage maps have made it possible to study the chromosomal locations of genes for improving yield and other complex traits important to agriculture. The tools of genome research may finally unleash the genetic potential of our wild and cultivated germplasm resources for the benefit of society.
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            High‐density SNP genotyping array for hexaploid wheat and its secondary and tertiary gene pool

            Summary In wheat, a lack of genetic diversity between breeding lines has been recognized as a significant block to future yield increases. Species belonging to bread wheat's secondary and tertiary gene pools harbour a much greater level of genetic variability, and are an important source of genes to broaden its genetic base. Introgression of novel genes from progenitors and related species has been widely employed to improve the agronomic characteristics of hexaploid wheat, but this approach has been hampered by a lack of markers that can be used to track introduced chromosome segments. Here, we describe the identification of a large number of single nucleotide polymorphisms that can be used to genotype hexaploid wheat and to identify and track introgressions from a variety of sources. We have validated these markers using an ultra‐high‐density Axiom® genotyping array to characterize a range of diploid, tetraploid and hexaploid wheat accessions and wheat relatives. To facilitate the use of these, both the markers and the associated sequence and genotype information have been made available through an interactive web site.
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              Use of unlinked genetic markers to detect population stratification in association studies.

              We examine the issue of population stratification in association-mapping studies. In case-control studies of association, population subdivision or recent admixture of populations can lead to spurious associations between a phenotype and unlinked candidate loci. Using a model of sampling from a structured population, we show that if population stratification exists, it can be detected by use of unlinked marker loci. We show that the case-control-study design, using unrelated control individuals, is a valid approach for association mapping, provided that marker loci unlinked to the candidate locus are included in the study, to test for stratification. We suggest guidelines as to the number of unlinked marker loci to use.
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                Author and article information

                Contributors
                Journal
                Front Plant Sci
                Front Plant Sci
                Front. Plant Sci.
                Frontiers in Plant Science
                Frontiers Media S.A.
                1664-462X
                18 July 2017
                2017
                : 8
                : 1277
                Affiliations
                [1] 1International Center for Agricultural Research in the Dry Areas Rabat, Morocco
                [2] 2Department of Plant Science, Mohammed V University Rabat, Morocco
                [3] 3Department of Horticulture and Crop Science, Faculty of Agriculture, The University of Jordan Amman Amman, Jordan
                [4] 4Plant Breeding, Swedish University of Agricultural Sciences Alnarp, Sweden
                Author notes

                Edited by: Agata Gadaleta, Università degli Studi di Bari Aldo Moro, Italy

                Reviewed by: Steven Shujun Xu, United States Department of Agriculture, United States; Daniela Marone, Centre of Cereal Research, CREA-CER, Italy

                *Correspondence: Filippo M. Bassi, f.bassi@ 123456cgiar.org

                This article was submitted to Crop Science and Horticulture, a section of the journal Frontiers in Plant Science

                Article
                10.3389/fpls.2017.01277
                5513985
                28769970
                9ed1a5ac-1add-4f9f-84db-42af5a16cc67
                Copyright © 2017 Kabbaj, Sall, Al-Abdallat, Geleta, Amri, Filali-Maltouf, Belkadi, Ortiz and Bassi.

                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) or licensor 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
                : 25 May 2017
                : 06 July 2017
                Page count
                Figures: 5, Tables: 4, Equations: 1, References: 76, Pages: 13, Words: 0
                Funding
                Funded by: Vetenskapsrådet 10.13039/501100004359
                Award ID: 2013-45977-106628-41
                Categories
                Plant Science
                Original Research

                Plant science & Botany
                center of diversity,couscous,domestication,evolution,pasta,axiom 35k,array,durum wheat
                Plant science & Botany
                center of diversity, couscous, domestication, evolution, pasta, axiom 35k, array, durum wheat

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