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An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS
This work was designed to investigate the dynamic changes process of non-volatile organic compounds (n-VOCs) and volatile organic compounds (VOCs) in mulberries during different growth periods using UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS. A total of 166 compounds were identified, including...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10529768/ https://www.ncbi.nlm.nih.gov/pubmed/37761044 http://dx.doi.org/10.3390/foods12183335 |
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author | Wu, Shufang Yin, Jiaxin Li, Xuejuan Xie, Jingyi Ding, Hui Han, Lifeng Bie, Songtao Li, Fangyi Zhu, Beibei Kang, Liping Song, Xinbo Yu, Heshui Li, Zheng |
author_facet | Wu, Shufang Yin, Jiaxin Li, Xuejuan Xie, Jingyi Ding, Hui Han, Lifeng Bie, Songtao Li, Fangyi Zhu, Beibei Kang, Liping Song, Xinbo Yu, Heshui Li, Zheng |
author_sort | Wu, Shufang |
collection | PubMed |
description | This work was designed to investigate the dynamic changes process of non-volatile organic compounds (n-VOCs) and volatile organic compounds (VOCs) in mulberries during different growth periods using UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS. A total of 166 compounds were identified, including 68 n-VOCs and 98 VOCs. Furthermore, principal component analysis (PCA), random forest analysis (RFA) and orthogonal partial least squares discriminant analysis (OPLS-DA) were used to analyze differences in mulberries at different ripening stages. A total of 74 compounds appeared or disappeared at different ripening periods and 24 compounds were presented throughout the growth process. Quantitative analysis and antioxidant experiments revealed that as the mulberries continued to mature, flavonoids and phenolic acids continued to increase, and the best antioxidant activity occurred from stage IV. Conclusively, an effective strategy was established for analyzing the composition change process during different growth periods, which could assist in achieving dynamic change process analysis and quality control. |
format | Online Article Text |
id | pubmed-10529768 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105297682023-09-28 An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS Wu, Shufang Yin, Jiaxin Li, Xuejuan Xie, Jingyi Ding, Hui Han, Lifeng Bie, Songtao Li, Fangyi Zhu, Beibei Kang, Liping Song, Xinbo Yu, Heshui Li, Zheng Foods Article This work was designed to investigate the dynamic changes process of non-volatile organic compounds (n-VOCs) and volatile organic compounds (VOCs) in mulberries during different growth periods using UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS. A total of 166 compounds were identified, including 68 n-VOCs and 98 VOCs. Furthermore, principal component analysis (PCA), random forest analysis (RFA) and orthogonal partial least squares discriminant analysis (OPLS-DA) were used to analyze differences in mulberries at different ripening stages. A total of 74 compounds appeared or disappeared at different ripening periods and 24 compounds were presented throughout the growth process. Quantitative analysis and antioxidant experiments revealed that as the mulberries continued to mature, flavonoids and phenolic acids continued to increase, and the best antioxidant activity occurred from stage IV. Conclusively, an effective strategy was established for analyzing the composition change process during different growth periods, which could assist in achieving dynamic change process analysis and quality control. MDPI 2023-09-06 /pmc/articles/PMC10529768/ /pubmed/37761044 http://dx.doi.org/10.3390/foods12183335 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wu, Shufang Yin, Jiaxin Li, Xuejuan Xie, Jingyi Ding, Hui Han, Lifeng Bie, Songtao Li, Fangyi Zhu, Beibei Kang, Liping Song, Xinbo Yu, Heshui Li, Zheng An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS |
title | An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS |
title_full | An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS |
title_fullStr | An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS |
title_full_unstemmed | An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS |
title_short | An Exploration of Dynamic Changes in the Mulberry Growth Process Based on UPLC-Q-Orbitrap-MS, HS-SPME-GC-MS, and HS-GC-IMS |
title_sort | exploration of dynamic changes in the mulberry growth process based on uplc-q-orbitrap-ms, hs-spme-gc-ms, and hs-gc-ims |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10529768/ https://www.ncbi.nlm.nih.gov/pubmed/37761044 http://dx.doi.org/10.3390/foods12183335 |
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