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Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.)
BACKGROUND: Black point is a serious threat to wheat production and can be managed by host resistance. Marker-assisted selection (MAS) has the potential to accelerate genetic improvement of black point resistance in wheat breeding. We performed a genome-wide association study (GWAS) using the high-d...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5701291/ https://www.ncbi.nlm.nih.gov/pubmed/29169344 http://dx.doi.org/10.1186/s12870-017-1167-3 |
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author | Liu, Jindong He, Zhonghu Rasheed, Awais Wen, Weie Yan, Jun Zhang, Pingzhi Wan, Yingxiu Zhang, Yong Xie, Chaojie Xia, Xianchun |
author_facet | Liu, Jindong He, Zhonghu Rasheed, Awais Wen, Weie Yan, Jun Zhang, Pingzhi Wan, Yingxiu Zhang, Yong Xie, Chaojie Xia, Xianchun |
author_sort | Liu, Jindong |
collection | PubMed |
description | BACKGROUND: Black point is a serious threat to wheat production and can be managed by host resistance. Marker-assisted selection (MAS) has the potential to accelerate genetic improvement of black point resistance in wheat breeding. We performed a genome-wide association study (GWAS) using the high-density wheat 90 K and 660 K single nucleotide polymorphism (SNP) assays to better understand the genetic basis of black point resistance and identify associated molecular markers. RESULTS: Black point reactions were evaluated in 166 elite wheat cultivars in five environments. Twenty-five unique loci were identified on chromosomes 2A, 2B, 3A, 3B (2), 3D, 4B (2), 5A (3), 5B (3), 6A, 6B, 6D, 7A (5), 7B and 7D (2), respectively, explaining phenotypic variation ranging from 7.9 to 18.0%. The highest number of loci was detected in the A genome (11), followed by the B (10) and D (4) genomes. Among these, 13 were identified in two or more environments. Seven loci coincided with known genes or quantitative trait locus (QTL), whereas the other 18 were potentially novel loci. Linear regression showed a clear dependence of black point scores on the number of favorable alleles, suggesting that QTL pyramiding will be an effective approach to increase resistance. In silico analysis of sequences of resistance-associated SNPs identified 6 genes possibly involved in oxidase, signal transduction and stress resistance as candidate genes involved in black point reaction. CONCLUSION: SNP markers significantly associated with black point resistance and accessions with a larger number of resistance alleles can be used to further enhance black point resistance in breeding. This study provides new insights into the genetic architecture of black point reaction. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-017-1167-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5701291 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-57012912017-12-01 Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.) Liu, Jindong He, Zhonghu Rasheed, Awais Wen, Weie Yan, Jun Zhang, Pingzhi Wan, Yingxiu Zhang, Yong Xie, Chaojie Xia, Xianchun BMC Plant Biol Research Article BACKGROUND: Black point is a serious threat to wheat production and can be managed by host resistance. Marker-assisted selection (MAS) has the potential to accelerate genetic improvement of black point resistance in wheat breeding. We performed a genome-wide association study (GWAS) using the high-density wheat 90 K and 660 K single nucleotide polymorphism (SNP) assays to better understand the genetic basis of black point resistance and identify associated molecular markers. RESULTS: Black point reactions were evaluated in 166 elite wheat cultivars in five environments. Twenty-five unique loci were identified on chromosomes 2A, 2B, 3A, 3B (2), 3D, 4B (2), 5A (3), 5B (3), 6A, 6B, 6D, 7A (5), 7B and 7D (2), respectively, explaining phenotypic variation ranging from 7.9 to 18.0%. The highest number of loci was detected in the A genome (11), followed by the B (10) and D (4) genomes. Among these, 13 were identified in two or more environments. Seven loci coincided with known genes or quantitative trait locus (QTL), whereas the other 18 were potentially novel loci. Linear regression showed a clear dependence of black point scores on the number of favorable alleles, suggesting that QTL pyramiding will be an effective approach to increase resistance. In silico analysis of sequences of resistance-associated SNPs identified 6 genes possibly involved in oxidase, signal transduction and stress resistance as candidate genes involved in black point reaction. CONCLUSION: SNP markers significantly associated with black point resistance and accessions with a larger number of resistance alleles can be used to further enhance black point resistance in breeding. This study provides new insights into the genetic architecture of black point reaction. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12870-017-1167-3) contains supplementary material, which is available to authorized users. BioMed Central 2017-11-23 /pmc/articles/PMC5701291/ /pubmed/29169344 http://dx.doi.org/10.1186/s12870-017-1167-3 Text en © The Author(s). 2017 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. |
spellingShingle | Research Article Liu, Jindong He, Zhonghu Rasheed, Awais Wen, Weie Yan, Jun Zhang, Pingzhi Wan, Yingxiu Zhang, Yong Xie, Chaojie Xia, Xianchun Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.) |
title | Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.) |
title_full | Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.) |
title_fullStr | Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.) |
title_full_unstemmed | Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.) |
title_short | Genome-wide association mapping of black point reaction in common wheat (Triticum aestivum L.) |
title_sort | genome-wide association mapping of black point reaction in common wheat (triticum aestivum l.) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5701291/ https://www.ncbi.nlm.nih.gov/pubmed/29169344 http://dx.doi.org/10.1186/s12870-017-1167-3 |
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