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Genome-wide association study of tan spot resistance in a hexaploid wheat collection from Kazakhstan

Creator: Kokhmetova, A.
Creator: Sehgal, D.
Creator: Ali, S.
Creator: Atishova, M.
Creator: Kumarbayeva, M.
Creator: Leonova, I.
Creator: Dreisigacker, S.
Year: 2021
URI: https://hdl.handle.net/10883/21135
Language: English
Publisher: Frontiers
Copyright: CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose
Type: Article
Place of Publication: Switzerland
Volume: 11
DOI: 10.3389/fgene.2020.581214
Keywords: DArT-Seq
Keywords: Genome-Wide Association Study
Description: Tan spot, caused by Pyrenophora tritici-repentis, is a serious foliar disease of wheat in Kazakhstan with reported yield losses as high as 50% during epidemic years. Here, we report the evaluation of a collection of 191 hexaploid spring and winter wheat lines for tan spot resistance and its underlying genetic architecture using genome-wide association study (GWAS). Our wheat collection comprised candidate varieties from Kazakhstan, Russia, and CIMMYT. It was genotyped using the DArTseq technology and phenotyped for resistance to tan spot at seedling and adult plant stages in Kazakhstan. DArTseq SNPs revealed high genetic diversity (average polymorphic information content = 0.33) in the panel and genome-wide linkage disequilibrium decay at 22 Mb (threshold r2 = 0.1). Principal component analysis revealed a clear separation of Eurasian germplasm from CIMMYT and IWWIP lines. GWAS identified 34 marker-trait associations (MTA) for resistance to tan spot and the amount of phenotypic variation explained by these MTA ranged from 4% to 13.7%. Our results suggest the existence of novel valuable resistant alleles on chromosomes 3BS, and 5DL and 6AL for resistance to Race 1 and Race 5, respectively, in addition to known genes tsn1 and tsc2. On chromosome 6AL, a genomic region spanning 3 Mb was identified conferring resistance to both Race 1 and Race 5. Epistatic interaction of associated loci was revealed on chromosomes 1B, 5B, 7B, 5A, and 6A contributing to additional variation of 3.2–11.7%. Twenty-five lines with the best allele combinations of SNPs associated with resistance to both races have been identified as candidates for future variety release and breeding. The results of the present study will be further validated in other independent genetic backgrounds to be able to use markers in breeding.
Agrovoc: GENOMES
Agrovoc: PYRENOPHORA TRITICI REPENTIS
Agrovoc: SPOTS
Agrovoc: WHEAT
Related Datasets: https://hdl.handle.net/11529/10548482
Related Datasets: https://figshare.com/collections/Genome-Wide_Association_Study_of_Tan_Spot_Resistance_in_a_Hexaploid_Wheat_Collection_From_Kazakhstan/5264045
ISSN: 1664-8021
Journal: Frontiers in Genetics
Article number: 581214


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  • Wheat
    Wheat - breeding, phytopathology, physiology, quality, biotech

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