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Identification of volatile organic compounds related to the eating quality of cooked japonica rice
Eating quality (EQ) of rice has a complex nature composed of physicochemical properties. Nevertheless, breeding programs evaluating EQ through sensory test or taste-evaluation instruments have been laborious, time-consuming and inefficient. EQ is affected by both taste and aroma. However, in actual...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9616908/ https://www.ncbi.nlm.nih.gov/pubmed/36307468 http://dx.doi.org/10.1038/s41598-022-21863-4 |
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author | Lee, Yoon Kyung Jang, Su Koh, Hee-Jong |
author_facet | Lee, Yoon Kyung Jang, Su Koh, Hee-Jong |
author_sort | Lee, Yoon Kyung |
collection | PubMed |
description | Eating quality (EQ) of rice has a complex nature composed of physicochemical properties. Nevertheless, breeding programs evaluating EQ through sensory test or taste-evaluation instruments have been laborious, time-consuming and inefficient. EQ is affected by both taste and aroma. However, in actual breeding programs, aroma of cooked rice has been considered the least due to lack of information. Here we identified a total of 41 volatile compounds potentially affecting the EQ of non-aromatic, cooked japonica rice, identified by GC–MS, sensory panel test, and Toyo taste-meter analyses. Partial least squares discriminant analysis demonstrated an outstanding classification effect of the identified volatile compounds on eating-quality discrimination. Several volatile compounds related to lipid oxidation and fatty acid degradation were identified to affect the EQ in japonica rice. Of them, 1-octen-3-ol, 1-ethyl-3,5-dimethylbenzene, 2,6,11-trimethyldodecane, 3-ethyloctane, 2,7,10-trimethyldodecane, methyl salicylate, 2-octanone, and heptanal were selected as important compounds. The discriminant model for the classification of the quality of cultivars was robust and accurate, an r-squared value was 0.91, a q squared value was 0.85, and an accuracy was 1.0. Overall, the results of this study characterize EQ of rice cultivars based on volatile compounds, suggesting the application of metabolite profiling data for rice breeding of high eating quality. |
format | Online Article Text |
id | pubmed-9616908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96169082022-10-30 Identification of volatile organic compounds related to the eating quality of cooked japonica rice Lee, Yoon Kyung Jang, Su Koh, Hee-Jong Sci Rep Article Eating quality (EQ) of rice has a complex nature composed of physicochemical properties. Nevertheless, breeding programs evaluating EQ through sensory test or taste-evaluation instruments have been laborious, time-consuming and inefficient. EQ is affected by both taste and aroma. However, in actual breeding programs, aroma of cooked rice has been considered the least due to lack of information. Here we identified a total of 41 volatile compounds potentially affecting the EQ of non-aromatic, cooked japonica rice, identified by GC–MS, sensory panel test, and Toyo taste-meter analyses. Partial least squares discriminant analysis demonstrated an outstanding classification effect of the identified volatile compounds on eating-quality discrimination. Several volatile compounds related to lipid oxidation and fatty acid degradation were identified to affect the EQ in japonica rice. Of them, 1-octen-3-ol, 1-ethyl-3,5-dimethylbenzene, 2,6,11-trimethyldodecane, 3-ethyloctane, 2,7,10-trimethyldodecane, methyl salicylate, 2-octanone, and heptanal were selected as important compounds. The discriminant model for the classification of the quality of cultivars was robust and accurate, an r-squared value was 0.91, a q squared value was 0.85, and an accuracy was 1.0. Overall, the results of this study characterize EQ of rice cultivars based on volatile compounds, suggesting the application of metabolite profiling data for rice breeding of high eating quality. Nature Publishing Group UK 2022-10-28 /pmc/articles/PMC9616908/ /pubmed/36307468 http://dx.doi.org/10.1038/s41598-022-21863-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 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 | Article Lee, Yoon Kyung Jang, Su Koh, Hee-Jong Identification of volatile organic compounds related to the eating quality of cooked japonica rice |
title | Identification of volatile organic compounds related to the eating quality of cooked japonica rice |
title_full | Identification of volatile organic compounds related to the eating quality of cooked japonica rice |
title_fullStr | Identification of volatile organic compounds related to the eating quality of cooked japonica rice |
title_full_unstemmed | Identification of volatile organic compounds related to the eating quality of cooked japonica rice |
title_short | Identification of volatile organic compounds related to the eating quality of cooked japonica rice |
title_sort | identification of volatile organic compounds related to the eating quality of cooked japonica rice |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9616908/ https://www.ncbi.nlm.nih.gov/pubmed/36307468 http://dx.doi.org/10.1038/s41598-022-21863-4 |
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