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Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice
Seed deterioration during rice seed storage can lead to seed vigor loss, which adversely affects agricultural production, the long-term preservation of germplasm resources, and the conservation of species diversity. However, the mechanisms underlying seed vigor maintenance remain largely unknown. In...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795261/ https://www.ncbi.nlm.nih.gov/pubmed/35084595 http://dx.doi.org/10.1186/s12284-022-00552-w |
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author | Chen, Bing-Xian Fu, Hua Gao, Jia-Dong Zhang, Yi-Xin Huang, Wen-Jie Chen, Zhong-Jian Qi-Zhang Yan, Shi-Juan Liu, Jun |
author_facet | Chen, Bing-Xian Fu, Hua Gao, Jia-Dong Zhang, Yi-Xin Huang, Wen-Jie Chen, Zhong-Jian Qi-Zhang Yan, Shi-Juan Liu, Jun |
author_sort | Chen, Bing-Xian |
collection | PubMed |
description | Seed deterioration during rice seed storage can lead to seed vigor loss, which adversely affects agricultural production, the long-term preservation of germplasm resources, and the conservation of species diversity. However, the mechanisms underlying seed vigor maintenance remain largely unknown. In this study, 16 hybrid rice combinations were created using four sterile lines and four restorer lines that have been widely planted in southern China. Following artificial aging and natural aging treatments, germination percentage and metabolomics analysis by gas chromatography–mass spectrometry was used to identify the metabolite markers that could accurately reflect the degree of aging of the hybrid rice seeds. Significant differences in the degree of seed deterioration were observed among the 16 hybrid rice combinations tested, with each hybrid combination having a different germination percentage after storage. The hybrid rice combination with the storage-resistant restorer line Guanghui122 exhibited the highest germination percentage under both natural and artificial storage. A total of 89 metabolic peaks and 56 metabolites were identified, most of which were related to primary metabolism. Interestingly, the content of galactose, gluconic acid, fructose and glycerol in the seeds increased significantly during the aging process. Absolute quantification indicated that galactose and gluconic acid were highly significantly negatively correlated with the germination percentage of the seeds under the different aging treatments. The galactose content was significantly positively correlated with gluconic acid content. Additionally, glycerol showed a significant negative correlation with the germination percentage in most hybrid combinations. Based on the metabolomics analysis, metabolite markers that could accurately reflect the aging degree of hybrid rice seeds were identified. Galactose and gluconic acid were highly significantly negatively correlated with the germination percentage of the seeds, which suggested that these metabolites could constitute potential metabolic markers of seed vigor and aging. These findings are of great significance for the rapid and accurate evaluation of seed aging degree, the determination of seed quality, and the development of molecular breeding approaches for high-vigor rice seeds. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12284-022-00552-w. |
format | Online Article Text |
id | pubmed-8795261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-87952612022-02-02 Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice Chen, Bing-Xian Fu, Hua Gao, Jia-Dong Zhang, Yi-Xin Huang, Wen-Jie Chen, Zhong-Jian Qi-Zhang Yan, Shi-Juan Liu, Jun Rice (N Y) Original Article Seed deterioration during rice seed storage can lead to seed vigor loss, which adversely affects agricultural production, the long-term preservation of germplasm resources, and the conservation of species diversity. However, the mechanisms underlying seed vigor maintenance remain largely unknown. In this study, 16 hybrid rice combinations were created using four sterile lines and four restorer lines that have been widely planted in southern China. Following artificial aging and natural aging treatments, germination percentage and metabolomics analysis by gas chromatography–mass spectrometry was used to identify the metabolite markers that could accurately reflect the degree of aging of the hybrid rice seeds. Significant differences in the degree of seed deterioration were observed among the 16 hybrid rice combinations tested, with each hybrid combination having a different germination percentage after storage. The hybrid rice combination with the storage-resistant restorer line Guanghui122 exhibited the highest germination percentage under both natural and artificial storage. A total of 89 metabolic peaks and 56 metabolites were identified, most of which were related to primary metabolism. Interestingly, the content of galactose, gluconic acid, fructose and glycerol in the seeds increased significantly during the aging process. Absolute quantification indicated that galactose and gluconic acid were highly significantly negatively correlated with the germination percentage of the seeds under the different aging treatments. The galactose content was significantly positively correlated with gluconic acid content. Additionally, glycerol showed a significant negative correlation with the germination percentage in most hybrid combinations. Based on the metabolomics analysis, metabolite markers that could accurately reflect the aging degree of hybrid rice seeds were identified. Galactose and gluconic acid were highly significantly negatively correlated with the germination percentage of the seeds, which suggested that these metabolites could constitute potential metabolic markers of seed vigor and aging. These findings are of great significance for the rapid and accurate evaluation of seed aging degree, the determination of seed quality, and the development of molecular breeding approaches for high-vigor rice seeds. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12284-022-00552-w. Springer US 2022-01-27 /pmc/articles/PMC8795261/ /pubmed/35084595 http://dx.doi.org/10.1186/s12284-022-00552-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Chen, Bing-Xian Fu, Hua Gao, Jia-Dong Zhang, Yi-Xin Huang, Wen-Jie Chen, Zhong-Jian Qi-Zhang Yan, Shi-Juan Liu, Jun Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice |
title | Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice |
title_full | Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice |
title_fullStr | Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice |
title_full_unstemmed | Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice |
title_short | Identification of Metabolomic Biomarkers of Seed Vigor and Aging in Hybrid Rice |
title_sort | identification of metabolomic biomarkers of seed vigor and aging in hybrid rice |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795261/ https://www.ncbi.nlm.nih.gov/pubmed/35084595 http://dx.doi.org/10.1186/s12284-022-00552-w |
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