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Association and genome analyses to propose putative candidate genes for malt quality traits.
- Source :
-
Journal of the science of food and agriculture [J Sci Food Agric] 2019 Apr; Vol. 99 (6), pp. 2775-2785. Date of Electronic Publication: 2018 Dec 21. - Publication Year :
- 2019
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Abstract
- Background: We studied the genetics of nine malt quality traits using association genetics in a panel of North Dakota, ICARDA, and Ethiopian barley lines. Grain samples harvested from Bekoji in 2011 and 2012 were used.<br />Results: The mapping panel revealed strong population structure explained by inflorescence-type, geographic origin, and breeding history. North Dakota germplasm were superior in malt quality traits and they can be donors to improve malt quality properties. We identified 106 marker-trait associations (MTAs) for the nine traits, representing 81 genomic regions across all barley chromosomes. Chromosomes 3H, 5H, and 7H contained most of the MTAs (58.5%). Nearly 18.5% of these genomic regions contained two to three malt quality traits. Within ±250 kb of 81 genomic regions, we recovered 348 barley genes, with some potential impacting malt quality. These include invertase, β-fructofuranosidase, α-glucosidase, serine carboxypeptidase, and bidirectional sugar transporter SWEET14-like protein. Eighteen of these genes were also previously reported in the Hordeum Toolbox, and 17 of them highly expressed during the germination process.<br />Conclusion: The results from this study invite further follow-up functional characterization experiments to relate the genes with individual malt quality traits with higher confidence. It also provides germplasm resources for malt barley improvement. © 2018 Society of Chemical Industry.<br /> (© 2018 Society of Chemical Industry.)
Details
- Language :
- English
- ISSN :
- 1097-0010
- Volume :
- 99
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Journal of the science of food and agriculture
- Publication Type :
- Academic Journal
- Accession number :
- 30430569
- Full Text :
- https://doi.org/10.1002/jsfa.9485