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基于稳定同位素和靶向代谢组学结合化学计量学的海南鹧鸪茶地理溯源研究

Authentication of Geographical Origin in Hainan Partridge Tea () by Stable Isotope and Targeted Metabolomics Combined with Chemometrics.

作者信息

Fu Jiashun, Yu Hai-Dong, Wu Long, Zhang Chenghui, Yun Yong-Huan, Zhang Weimin

机构信息

School of Food Science and Engineering, Hainan University, Haikou 570228, China.

Key Laboratory of Food Nutrition and Functional Food of Hainan Province, Haikou 570228, China.

出版信息

Foods. 2021 Sep 9;10(9):2130. doi: 10.3390/foods10092130.

Abstract

Partridge tea ( (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 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 (δC, δ D, and δO) and four polyphenols (luteolin, protocatechuic acid, astragalin, and naringenin). This study can provide a preliminary guide for the origin identification of Hainan partridge tea.

摘要

鹧鸪茶((Miq.) Müll.Arg.)是中国最南端省份海南的一种地方特色茶,鹧鸪茶的品质可能会受到产地的影响。在本研究中,稳定同位素和靶向代谢组学结合化学计量学被用作分析和鉴定不同产地鹧鸪茶的潜在工具。采用元素分析-稳定同位素比率质谱仪和液相色谱-串联质谱仪分析了海南四个地区(万宁、文昌、三亚和保亭)鹧鸪茶样品中C/N/O/H稳定同位素的特征以及54种化学成分,包括多酚和生物碱。结果表明,不同产地鹧鸪茶的稳定同位素比率以及多酚和生物碱含量存在显著差异,两者均能准确区分不同产地的鹧鸪茶。通过主成分分析观察到样品的正确分离和聚类,正交偏最小二乘法判别分析(OPLS-DA)的交叉验证Q值分别为0.949(基于稳定同位素)和0.974(基于多酚和生物碱)。通过OPLS-DA和随机森林算法筛选出了产地鉴定的潜在显著指标,包括三种稳定同位素(δC、δD和δO)和四种多酚(木犀草素、原儿茶酸、紫云英苷和柚皮苷)。本研究可为海南鹧鸪茶的产地鉴定提供初步指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9409/8464849/f7faa499bf79/foods-10-02130-g001.jpg

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