Comprehensive feature‐based molecular networking and metabolomics approaches to reveal the differences components in Cinnamomum cassia and Cinnamomum verum

肉桂 卡西亚 树皮(声音) 化学计量学 主成分分析 代谢组学 原花青素 传统医学 色谱法 化学 人工智能 生物 计算机科学 生物化学 多酚 医学 病理 中医药 替代医学 生态学 抗氧化剂
作者
Xingdong Wu,Huali Long,Feifei Li,Wenyong Wu,Jing Zhou,Chen Liu,Jinjun Hou,Wanying Wu,De‐an Guo
出处
期刊:Journal of Separation Science [Wiley]
卷期号:44 (20): 3810-3821 被引量:14
标识
DOI:10.1002/jssc.202100399
摘要

Cinnamon was been a widely used plant in medicinal and spices for a long time and has spread all over the world. However, the differences in the components of the bark from Cinnamomum cassia and Cinnamomum verum, the two most common types of cinnamon, have not been thoroughly investigated. In the present experiment, ultra-high-performance liquid chromatography LTQ-Orbitrap Velos Pro hybrid mass spectrometer-based metabolomics coupled with chemometrics and feature-based molecular networking were employed to dramatically distinguish and annotate Cinnamomum cassia Bark and Cinnamomum verum bark. As a consequence, principal component analysis, orthogonal projection to latent structures discriminates analysis, and heat map analysis demonstrated clear discrimination between the profiles of metabolites in cinnamon. Besides, as the known compounds, proanthocyanidins (cinnamtannin B1 and procyanidin B2) and alkaloids (norboldine, norisoboldine) with variable importance in the projection scores >6, and an unknown alkaloid (formula C24 H33 NO6 ) were selected as the best markers to discriminate cinnamon. Furthermore, large numbers of proanthocyanidins and alkaloids components were identified through feature-based molecular networking for the first time. Our investigation provides new ideas for the discovery of quality markers and identification of unknown components in natural products.
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