Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1785111435440816128
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
work_keys_str_mv AT wushufang anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT yinjiaxin anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT lixuejuan anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT xiejingyi anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT dinghui anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT hanlifeng anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT biesongtao anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT lifangyi anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT zhubeibei anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT kangliping anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT songxinbo anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT yuheshui anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT lizheng anexplorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT wushufang explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT yinjiaxin explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT lixuejuan explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT xiejingyi explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT dinghui explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT hanlifeng explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT biesongtao explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT lifangyi explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT zhubeibei explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT kangliping explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT songxinbo explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT yuheshui explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims
AT lizheng explorationofdynamicchangesinthemulberrygrowthprocessbasedonuplcqorbitrapmshsspmegcmsandhsgcims