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Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding
Wheat is an important staple that acts as a primary source of dietary energy, protein, and essential micronutrients such as iron (Fe) and zinc (Zn) for the world’s population. Approximately two billion people suffer from micronutrient deficiency, thus breeders have crossed high Zn progenitors such a...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6131222/ https://www.ncbi.nlm.nih.gov/pubmed/30201978 http://dx.doi.org/10.1038/s41598-018-31951-z |
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author | Velu, Govindan Singh, Ravi Prakash Crespo-Herrera, Leonardo Juliana, Philomin Dreisigacker, Susanne Valluru, Ravi Stangoulis, James Sohu, Virinder Singh Mavi, Gurvinder Singh Mishra, Vinod Kumar Balasubramaniam, Arun Chatrath, Ravish Gupta, Vikas Singh, Gyanendra Pratap Joshi, Arun Kumar |
author_facet | Velu, Govindan Singh, Ravi Prakash Crespo-Herrera, Leonardo Juliana, Philomin Dreisigacker, Susanne Valluru, Ravi Stangoulis, James Sohu, Virinder Singh Mavi, Gurvinder Singh Mishra, Vinod Kumar Balasubramaniam, Arun Chatrath, Ravish Gupta, Vikas Singh, Gyanendra Pratap Joshi, Arun Kumar |
author_sort | Velu, Govindan |
collection | PubMed |
description | Wheat is an important staple that acts as a primary source of dietary energy, protein, and essential micronutrients such as iron (Fe) and zinc (Zn) for the world’s population. Approximately two billion people suffer from micronutrient deficiency, thus breeders have crossed high Zn progenitors such as synthetic hexaploid wheat, T. dicoccum, T. spelta, and landraces to generate wheat varieties with competitive yield and enhanced grain Zn that are being adopted by farmers in South Asia. Here we report a genome-wide association study (GWAS) using the wheat Illumina iSelect 90 K Infinitum SNP array to characterize grain Zn concentrations in 330 bread wheat lines. Grain Zn phenotype of this HarvestPlus Association Mapping (HPAM) panel was evaluated across a range of environments in India and Mexico. GWAS analysis revealed 39 marker-trait associations for grain Zn. Two larger effect QTL regions were found on chromosomes 2 and 7. Candidate genes (among them zinc finger motif of transcription-factors and metal-ion binding genes) were associated with the QTL. The linked markers and associated candidate genes identified in this study are being validated in new biparental mapping populations for marker-assisted breeding. |
format | Online Article Text |
id | pubmed-6131222 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61312222018-09-13 Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding Velu, Govindan Singh, Ravi Prakash Crespo-Herrera, Leonardo Juliana, Philomin Dreisigacker, Susanne Valluru, Ravi Stangoulis, James Sohu, Virinder Singh Mavi, Gurvinder Singh Mishra, Vinod Kumar Balasubramaniam, Arun Chatrath, Ravish Gupta, Vikas Singh, Gyanendra Pratap Joshi, Arun Kumar Sci Rep Article Wheat is an important staple that acts as a primary source of dietary energy, protein, and essential micronutrients such as iron (Fe) and zinc (Zn) for the world’s population. Approximately two billion people suffer from micronutrient deficiency, thus breeders have crossed high Zn progenitors such as synthetic hexaploid wheat, T. dicoccum, T. spelta, and landraces to generate wheat varieties with competitive yield and enhanced grain Zn that are being adopted by farmers in South Asia. Here we report a genome-wide association study (GWAS) using the wheat Illumina iSelect 90 K Infinitum SNP array to characterize grain Zn concentrations in 330 bread wheat lines. Grain Zn phenotype of this HarvestPlus Association Mapping (HPAM) panel was evaluated across a range of environments in India and Mexico. GWAS analysis revealed 39 marker-trait associations for grain Zn. Two larger effect QTL regions were found on chromosomes 2 and 7. Candidate genes (among them zinc finger motif of transcription-factors and metal-ion binding genes) were associated with the QTL. The linked markers and associated candidate genes identified in this study are being validated in new biparental mapping populations for marker-assisted breeding. Nature Publishing Group UK 2018-09-10 /pmc/articles/PMC6131222/ /pubmed/30201978 http://dx.doi.org/10.1038/s41598-018-31951-z Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Velu, Govindan Singh, Ravi Prakash Crespo-Herrera, Leonardo Juliana, Philomin Dreisigacker, Susanne Valluru, Ravi Stangoulis, James Sohu, Virinder Singh Mavi, Gurvinder Singh Mishra, Vinod Kumar Balasubramaniam, Arun Chatrath, Ravish Gupta, Vikas Singh, Gyanendra Pratap Joshi, Arun Kumar Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding |
title | Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding |
title_full | Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding |
title_fullStr | Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding |
title_full_unstemmed | Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding |
title_short | Genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in CIMMYT wheat breeding |
title_sort | genetic dissection of grain zinc concentration in spring wheat for mainstreaming biofortification in cimmyt wheat breeding |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6131222/ https://www.ncbi.nlm.nih.gov/pubmed/30201978 http://dx.doi.org/10.1038/s41598-018-31951-z |
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