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      Association mapping of North American spring wheat breeding germplasm reveals loci conferring resistance to Ug99 and other African stem rust races

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          Abstract

          Background

          The recently identified Puccinia graminis f. sp. tritici ( Pgt) race TTKSK (Ug99) poses a severe threat to global wheat production because of its broad virulence on several widely deployed resistance genes. Additional virulences have been detected in the Ug99 group of races, and the spread of this race group has been documented across wheat growing regions in Africa, the Middle East (Yemen), and West Asia (Iran). Other broadly virulent Pgt races, such as TRTTF and TKTTF, present further difficulties in maintaining abundant genetic resistance for their effective use in wheat breeding against this destructive fungal disease of wheat. In an effort to identify loci conferring resistance to these races, a genome-wide association study was carried out on a panel of 250 spring wheat breeding lines from the International Maize and Wheat Improvement Center (CIMMYT), six wheat breeding programs in the United States and three wheat breeding programs in Canada.

          Results

          The lines included in this study were grouped into two major clusters, based on the results of principal component analysis using 23,976 SNP markers. Upon screening for adult plant resistance (APR) to Ug99 during 2013 and 2014 in artificial stem rust screening nurseries at Njoro, Kenya and at Debre Zeit, Ethiopia, several wheat lines were found to exhibit APR. The lines were also screened for resistance at the seedling stage against races TTKSK, TRTTF, and TKTTF at USDA-ARS Cereal Disease Laboratory in St. Paul, Minnesota; and only 9 of the 250 lines displayed seedling resistance to all the races. Using a mixed linear model, 27 SNP markers associated with APR against Ug99 were detected, including markers linked with the known APR gene Sr2. Using the same model, 23, 86, and 111 SNP markers associated with seedling resistance against races TTKSK, TRTTF, and TKTTF were identified, respectively. These included markers linked to the genes Sr8a and Sr11 providing seedling resistance to races TRTTF and TKTTF, respectively. We also identified putatively novel Sr resistance genes on chromosomes 3B, 4D, 5A, 5B, 6A, 7A, and 7B.

          Conclusion

          Our results demonstrate that the North American wheat breeding lines have several resistance loci that provide APR and seedling resistance to highly virulent Pgt races. Using the resistant lines and the SNP markers identified in this study, marker-assisted resistance breeding can assist in development of varieties with elevated levels of resistance to virulent stem rust races including TTKSK.

          Electronic supplementary material

          The online version of this article (doi:10.1186/s12870-015-0628-9) contains supplementary material, which is available to authorized users.

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          Most cited references70

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          Genetic dissection of complex traits

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            The emergence of Ug99 races of the stem rust fungus is a threat to world wheat production.

            Race Ug99 of the fungus Puccinia graminis tritici that causes stem or black rust disease on wheat was first detected in Uganda in 1998. Seven races belonging to the Ug99 lineage are now known and have spread to various wheat-growing countries in the eastern African highlands, as well as Zimbabwe, South Africa, Sudan, Yemen, and Iran. Because of the susceptibility of 90% of the wheat varieties grown worldwide, the Ug99 group of races was recognized as a major threat to wheat production and food security. Its spread, either wind-mediated or human-aided, to other countries in Africa, Asia, and beyond is evident. Screening in Kenya and Ethiopia has identified a low frequency of resistant wheat varieties and breeding materials. Identification and transfer of new sources of race-specific resistance from various wheat relatives is underway to enhance the diversity of resistance. Although new Ug99-resistant varieties that yield more than current popular varieties are being released and promoted, major efforts are required to displace current Ug99 susceptible varieties with varieties that have diverse race-specific or durable resistance and mitigate the Ug99 threat. Copyright © 2011 by Annual Reviews. All rights reserved.
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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
                bajga002@umn.edu
                matthew.rouse@ars.usda.gov
                peter.bulli@wsu.edu
                s.bhavani@cgiar.org
                tyler.gordon@ars.usda.gov
                wanyera@plantprotection.co.ke
                njaupnn@yahoo.com
                wasihunl@yahoo.com
                ander319@umn.edu
                m.pumphrey@wsu.edu
                Journal
                BMC Plant Biol
                BMC Plant Biol
                BMC Plant Biology
                BioMed Central (London )
                1471-2229
                14 October 2015
                14 October 2015
                2015
                : 15
                : 249
                Affiliations
                [ ]Department of Agronomy, Purdue University, 915 West State Street, West Lafayette, IN 47907 USA
                [ ]Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN 55108 USA
                [ ]United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Cereal Disease Laboratory, St. Paul, MN 55108 USA
                [ ]Department of Plant Pathology, University of Minnesota, St. Paul, MN 55108 USA
                [ ]Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99164 USA
                [ ]International Maize and Wheat Improvement Center (CIMMYT), ICRAF House, United Nations Avenue, Gigiri, Nairobi, Kenya
                [ ]United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Aberdeen, ID 83210 USA
                [ ]Kenya Agricultural and Livestock Research Organization (KALRO), Njoro, Kenya
                [ ]Ethiopian Institute of Agricultural Research (EIAR), Pawe, Ethiopia
                Article
                628
                10.1186/s12870-015-0628-9
                4606553
                26467989
                895fefbf-6e6d-4500-a3ba-07042e4a632c
                © Bajgain et al. 2015

                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
                : 6 October 2014
                : 28 September 2015
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2015

                Plant science & Botany
                genome-wide association study,stem rust of wheat,ug99,adult plant resistance,all-stage resistance,resistance breeding

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