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Proteome Phenotypes Discriminate the Growing Location and Malting Traits in Field-Grown Barley
[Image: see text] Barley is one of the key cereal grains for malting and brewing industries. However, climate variability and unprecedented weather events can impact barley yield and end-product quality. The genetic background and environmental conditions are key factors in defining the barley prote...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9449971/ https://www.ncbi.nlm.nih.gov/pubmed/35981222 http://dx.doi.org/10.1021/acs.jafc.2c03816 |
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author | Bahmani, Mahya Juhász, Angéla Broadbent, James Bose, Utpal Nye-Wood, Mitchell G. Edwards, Ian B. Colgrave, Michelle L. |
author_facet | Bahmani, Mahya Juhász, Angéla Broadbent, James Bose, Utpal Nye-Wood, Mitchell G. Edwards, Ian B. Colgrave, Michelle L. |
author_sort | Bahmani, Mahya |
collection | PubMed |
description | [Image: see text] Barley is one of the key cereal grains for malting and brewing industries. However, climate variability and unprecedented weather events can impact barley yield and end-product quality. The genetic background and environmental conditions are key factors in defining the barley proteome content and malting characteristics. Here, we measure the barley proteome and malting characteristics of three barley lines grown in Western Australia, differing in genetic background and growing location, by applying liquid chromatography–mass spectrometry (LC–MS). Using data-dependent acquisition LC–MS, 1571 proteins were detected with high confidence. Quantitative data acquired using sequential window acquisition of all theoretical (SWATH) MS on barley samples resulted in quantitation of 920 proteins. Multivariate analyses revealed that the barley lines’ genetics and their growing locations are strongly correlated between proteins and desired traits such as the malt yield. Linking meteorological data with proteomic measurements revealed how high-temperature stress in northern regions affects seed temperature tolerance during malting, resulting in a higher malt yield. Our results show the impact of environmental conditions on the barley proteome and malt characteristics; these findings have the potential to expedite breeding programs and malt quality prediction. |
format | Online Article Text |
id | pubmed-9449971 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-94499712022-09-08 Proteome Phenotypes Discriminate the Growing Location and Malting Traits in Field-Grown Barley Bahmani, Mahya Juhász, Angéla Broadbent, James Bose, Utpal Nye-Wood, Mitchell G. Edwards, Ian B. Colgrave, Michelle L. J Agric Food Chem [Image: see text] Barley is one of the key cereal grains for malting and brewing industries. However, climate variability and unprecedented weather events can impact barley yield and end-product quality. The genetic background and environmental conditions are key factors in defining the barley proteome content and malting characteristics. Here, we measure the barley proteome and malting characteristics of three barley lines grown in Western Australia, differing in genetic background and growing location, by applying liquid chromatography–mass spectrometry (LC–MS). Using data-dependent acquisition LC–MS, 1571 proteins were detected with high confidence. Quantitative data acquired using sequential window acquisition of all theoretical (SWATH) MS on barley samples resulted in quantitation of 920 proteins. Multivariate analyses revealed that the barley lines’ genetics and their growing locations are strongly correlated between proteins and desired traits such as the malt yield. Linking meteorological data with proteomic measurements revealed how high-temperature stress in northern regions affects seed temperature tolerance during malting, resulting in a higher malt yield. Our results show the impact of environmental conditions on the barley proteome and malt characteristics; these findings have the potential to expedite breeding programs and malt quality prediction. American Chemical Society 2022-08-18 2022-08-31 /pmc/articles/PMC9449971/ /pubmed/35981222 http://dx.doi.org/10.1021/acs.jafc.2c03816 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Bahmani, Mahya Juhász, Angéla Broadbent, James Bose, Utpal Nye-Wood, Mitchell G. Edwards, Ian B. Colgrave, Michelle L. Proteome Phenotypes Discriminate the Growing Location and Malting Traits in Field-Grown Barley |
title | Proteome Phenotypes
Discriminate the Growing Location
and Malting Traits in Field-Grown Barley |
title_full | Proteome Phenotypes
Discriminate the Growing Location
and Malting Traits in Field-Grown Barley |
title_fullStr | Proteome Phenotypes
Discriminate the Growing Location
and Malting Traits in Field-Grown Barley |
title_full_unstemmed | Proteome Phenotypes
Discriminate the Growing Location
and Malting Traits in Field-Grown Barley |
title_short | Proteome Phenotypes
Discriminate the Growing Location
and Malting Traits in Field-Grown Barley |
title_sort | proteome phenotypes
discriminate the growing location
and malting traits in field-grown barley |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9449971/ https://www.ncbi.nlm.nih.gov/pubmed/35981222 http://dx.doi.org/10.1021/acs.jafc.2c03816 |
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