Cargando…
Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics
Partridge tea (Mallotus oblongifolius (Miq.) Müll.Arg.) is a local characteristic tea in Hainan, the southernmost province of China, and the quality of partridge tea may be affected by the producing areas. In this study, stable isotope and targeted metabolomics combined chemometrics were used as pot...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8464849/ https://www.ncbi.nlm.nih.gov/pubmed/34574244 http://dx.doi.org/10.3390/foods10092130 |
_version_ | 1784572719740747776 |
---|---|
author | Fu, Jiashun Yu, Hai-Dong Wu, Long Zhang, Chenghui Yun, Yong-Huan Zhang, Weimin |
author_facet | Fu, Jiashun Yu, Hai-Dong Wu, Long Zhang, Chenghui Yun, Yong-Huan Zhang, Weimin |
author_sort | Fu, Jiashun |
collection | PubMed |
description | Partridge tea (Mallotus oblongifolius (Miq.) Müll.Arg.) is a local characteristic tea in Hainan, the southernmost province of China, and the quality of partridge tea may be affected by the producing areas. In this study, stable isotope and targeted metabolomics combined chemometrics were used as potential tools for analyzing and identifying partridge tea from different origins. Elemental analysis—stable isotope ratio mass spectrometer and liquid chromatography-tandem mass spectrometrywas used to analyze the characteristics of C/N/O/H stable isotopes and 54 chemical components, including polyphenols and alkaloids in partridge tea samples from four regions in Hainan (Wanning, Wenchang, Sanya and Baoting). The results showed that there were significant differences in the stable isotope ratios and polyphenol and alkaloid contents of partridge tea from different origins, and both could accurately classify partridge tea from different origins. The correct separation and clustering of the samples were observed by principal component analysis and the cross-validated Q(2) values by orthogonal partial least squares discriminant analysis (OPLS-DA) were 0.949 (based on stable isotope) and 0.974 (based on polyphenol and alkaloid), respectively. Potential significance indicators for origin identification were screened out by OPLS-DA and random forest algorithm, including three stable isotopes (δ(13)C, δ D, and δ(18)O) and four polyphenols (luteolin, protocatechuic acid, astragalin, and naringenin). This study can provide a preliminary guide for the origin identification of Hainan partridge tea. |
format | Online Article Text |
id | pubmed-8464849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84648492021-09-27 Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics Fu, Jiashun Yu, Hai-Dong Wu, Long Zhang, Chenghui Yun, Yong-Huan Zhang, Weimin Foods Article Partridge tea (Mallotus oblongifolius (Miq.) Müll.Arg.) is a local characteristic tea in Hainan, the southernmost province of China, and the quality of partridge tea may be affected by the producing areas. In this study, stable isotope and targeted metabolomics combined chemometrics were used as potential tools for analyzing and identifying partridge tea from different origins. Elemental analysis—stable isotope ratio mass spectrometer and liquid chromatography-tandem mass spectrometrywas used to analyze the characteristics of C/N/O/H stable isotopes and 54 chemical components, including polyphenols and alkaloids in partridge tea samples from four regions in Hainan (Wanning, Wenchang, Sanya and Baoting). The results showed that there were significant differences in the stable isotope ratios and polyphenol and alkaloid contents of partridge tea from different origins, and both could accurately classify partridge tea from different origins. The correct separation and clustering of the samples were observed by principal component analysis and the cross-validated Q(2) values by orthogonal partial least squares discriminant analysis (OPLS-DA) were 0.949 (based on stable isotope) and 0.974 (based on polyphenol and alkaloid), respectively. Potential significance indicators for origin identification were screened out by OPLS-DA and random forest algorithm, including three stable isotopes (δ(13)C, δ D, and δ(18)O) and four polyphenols (luteolin, protocatechuic acid, astragalin, and naringenin). This study can provide a preliminary guide for the origin identification of Hainan partridge tea. MDPI 2021-09-09 /pmc/articles/PMC8464849/ /pubmed/34574244 http://dx.doi.org/10.3390/foods10092130 Text en © 2021 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 Fu, Jiashun Yu, Hai-Dong Wu, Long Zhang, Chenghui Yun, Yong-Huan Zhang, Weimin Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics |
title | Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics |
title_full | Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics |
title_fullStr | Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics |
title_full_unstemmed | Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics |
title_short | Authentication of Geographical Origin in Hainan Partridge Tea (Mallotus obongifolius) by Stable Isotope and Targeted Metabolomics Combined with Chemometrics |
title_sort | authentication of geographical origin in hainan partridge tea (mallotus obongifolius) by stable isotope and targeted metabolomics combined with chemometrics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8464849/ https://www.ncbi.nlm.nih.gov/pubmed/34574244 http://dx.doi.org/10.3390/foods10092130 |
work_keys_str_mv | AT fujiashun authenticationofgeographicalorigininhainanpartridgeteamallotusobongifoliusbystableisotopeandtargetedmetabolomicscombinedwithchemometrics AT yuhaidong authenticationofgeographicalorigininhainanpartridgeteamallotusobongifoliusbystableisotopeandtargetedmetabolomicscombinedwithchemometrics AT wulong authenticationofgeographicalorigininhainanpartridgeteamallotusobongifoliusbystableisotopeandtargetedmetabolomicscombinedwithchemometrics AT zhangchenghui authenticationofgeographicalorigininhainanpartridgeteamallotusobongifoliusbystableisotopeandtargetedmetabolomicscombinedwithchemometrics AT yunyonghuan authenticationofgeographicalorigininhainanpartridgeteamallotusobongifoliusbystableisotopeandtargetedmetabolomicscombinedwithchemometrics AT zhangweimin authenticationofgeographicalorigininhainanpartridgeteamallotusobongifoliusbystableisotopeandtargetedmetabolomicscombinedwithchemometrics |