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Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes
KEY MESSAGE: Genome-wide association mapping in conjunction with population sequencing map and Ensembl plants was used to identify markers/candidate genes linked to leaf rust, stripe rust and tan spot resistance in wheat. ABSTRACT: Leaf rust (LR), stripe rust (YR) and tan spot (TS) are some of the i...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6004277/ https://www.ncbi.nlm.nih.gov/pubmed/29589041 http://dx.doi.org/10.1007/s00122-018-3086-6 |
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author | Juliana, Philomin Singh, Ravi P. Singh, Pawan K. Poland, Jesse A. Bergstrom, Gary C. Huerta-Espino, Julio Bhavani, Sridhar Crossa, Jose Sorrells, Mark E. |
author_facet | Juliana, Philomin Singh, Ravi P. Singh, Pawan K. Poland, Jesse A. Bergstrom, Gary C. Huerta-Espino, Julio Bhavani, Sridhar Crossa, Jose Sorrells, Mark E. |
author_sort | Juliana, Philomin |
collection | PubMed |
description | KEY MESSAGE: Genome-wide association mapping in conjunction with population sequencing map and Ensembl plants was used to identify markers/candidate genes linked to leaf rust, stripe rust and tan spot resistance in wheat. ABSTRACT: Leaf rust (LR), stripe rust (YR) and tan spot (TS) are some of the important foliar diseases in wheat (Triticum aestivum L.). To identify candidate resistance genes for these diseases in CIMMYT’s (International Maize and Wheat Improvement Center) International bread wheat screening nurseries, we used genome-wide association studies (GWAS) in conjunction with information from the population sequencing map and Ensembl plants. Wheat entries were genotyped using genotyping-by-sequencing and phenotyped in replicated trials. Using a mixed linear model, we observed that seedling resistance to LR was associated with 12 markers on chromosomes 1DS, 2AS, 2BL, 3B, 4AL, 6AS and 6AL, and seedling resistance to TS was associated with 14 markers on chromosomes 1AS, 2AL, 2BL, 3AS, 3AL, 3B, 6AS and 6AL. Seedling and adult plant resistance (APR) to YR were associated with several markers at the distal end of chromosome 2AS. In addition, YR APR was also associated with markers on chromosomes 2DL, 3B and 7DS. The potential candidate genes for these diseases included several resistance genes, receptor-like serine/threonine-protein kinases and defense-related enzymes. However, extensive LD in wheat that decays at about 5 × 10(7) bps, poses a huge challenge for delineating candidate gene intervals and candidates should be further mapped, functionally characterized and validated. We also explored a segment on chromosome 2AS associated with multiple disease resistance and identified seventeen disease resistance linked genes. We conclude that identifying candidate genes linked to significant markers in GWAS is feasible in wheat, thus creating opportunities for accelerating molecular breeding. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00122-018-3086-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6004277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-60042772018-07-02 Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes Juliana, Philomin Singh, Ravi P. Singh, Pawan K. Poland, Jesse A. Bergstrom, Gary C. Huerta-Espino, Julio Bhavani, Sridhar Crossa, Jose Sorrells, Mark E. Theor Appl Genet Original Article KEY MESSAGE: Genome-wide association mapping in conjunction with population sequencing map and Ensembl plants was used to identify markers/candidate genes linked to leaf rust, stripe rust and tan spot resistance in wheat. ABSTRACT: Leaf rust (LR), stripe rust (YR) and tan spot (TS) are some of the important foliar diseases in wheat (Triticum aestivum L.). To identify candidate resistance genes for these diseases in CIMMYT’s (International Maize and Wheat Improvement Center) International bread wheat screening nurseries, we used genome-wide association studies (GWAS) in conjunction with information from the population sequencing map and Ensembl plants. Wheat entries were genotyped using genotyping-by-sequencing and phenotyped in replicated trials. Using a mixed linear model, we observed that seedling resistance to LR was associated with 12 markers on chromosomes 1DS, 2AS, 2BL, 3B, 4AL, 6AS and 6AL, and seedling resistance to TS was associated with 14 markers on chromosomes 1AS, 2AL, 2BL, 3AS, 3AL, 3B, 6AS and 6AL. Seedling and adult plant resistance (APR) to YR were associated with several markers at the distal end of chromosome 2AS. In addition, YR APR was also associated with markers on chromosomes 2DL, 3B and 7DS. The potential candidate genes for these diseases included several resistance genes, receptor-like serine/threonine-protein kinases and defense-related enzymes. However, extensive LD in wheat that decays at about 5 × 10(7) bps, poses a huge challenge for delineating candidate gene intervals and candidates should be further mapped, functionally characterized and validated. We also explored a segment on chromosome 2AS associated with multiple disease resistance and identified seventeen disease resistance linked genes. We conclude that identifying candidate genes linked to significant markers in GWAS is feasible in wheat, thus creating opportunities for accelerating molecular breeding. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00122-018-3086-6) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2018-03-27 2018 /pmc/articles/PMC6004277/ /pubmed/29589041 http://dx.doi.org/10.1007/s00122-018-3086-6 Text en © The Author(s) 2018 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. |
spellingShingle | Original Article Juliana, Philomin Singh, Ravi P. Singh, Pawan K. Poland, Jesse A. Bergstrom, Gary C. Huerta-Espino, Julio Bhavani, Sridhar Crossa, Jose Sorrells, Mark E. Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes |
title | Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes |
title_full | Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes |
title_fullStr | Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes |
title_full_unstemmed | Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes |
title_short | Genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes |
title_sort | genome-wide association mapping for resistance to leaf rust, stripe rust and tan spot in wheat reveals potential candidate genes |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6004277/ https://www.ncbi.nlm.nih.gov/pubmed/29589041 http://dx.doi.org/10.1007/s00122-018-3086-6 |
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