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基于定量结构-保留关系结合特征离子对中药三萜类代谢物的结构注释进行改进:以泽泻为例。

Improved structural annotation of triterpene metabolites of traditional Chinese medicine in vivo based on quantitative structure-retention relationships combined with characteristic ions: Alismatis Rhizoma as an example.

机构信息

Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan 430030, China.

Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China.

出版信息

J Chromatogr B Analyt Technol Biomed Life Sci. 2021 Dec 15;1187:123012. doi: 10.1016/j.jchromb.2021.123012. Epub 2021 Nov 6.

DOI:10.1016/j.jchromb.2021.123012
PMID:34768050
Abstract

As a fast, sensitive and selective method, liquid chromatography-tandem high-resolution mass spectrometry (LC-HRMS) has been used for studying the in vivo metabolism of traditional Chinese medicine (TCM). However, the rapid discovery and characterization of metabolites, especially isomers, remain challenging due to their complexity and low concentration in vivo. This study proposed a strategy to improve the structural annotation of prototypes and metabolites through characteristic ions and a quantitative structure-retention relationship (QSRR) model, and Alismatis Rhizoma (AR) triterpenes were used as an example. This strategy consists of four steps. First, based on an in-house database reported previously, prototypes and metabolites in biosamples were preliminarily identified. Second, the candidate structures of prototype compounds and metabolites were determined by characteristic ions, databases or potential metabolic pathways. Then, a QSRR model was established to predict the retention times of the proposed structure. Finally, the structures of unknown prototypes and metabolites were determined by matching experimental retention times with the predicted values. The QSRR model built by the genetic algorithm-multiple linear regression (GA-MLR) has excellent regression correlation (R = 0.9966). Based on this strategy, a total of 118 compounds were identified, including 47 prototypes and 71 metabolites, among which 61 unknown compounds were reasonably characterized. The typical compound identified by this strategy was successfully validated using a triterpene standard. This strategy can improve the annotation confidence of in vivo metabolites of TCM and facilitate further pharmacological research.

摘要

作为一种快速、灵敏和选择性的方法,液相色谱-串联高分辨率质谱(LC-HRMS)已被用于研究中药(TCM)的体内代谢。然而,由于其复杂性和体内浓度低,快速发现和鉴定代谢物,尤其是异构体,仍然具有挑战性。本研究提出了一种通过特征离子和定量结构-保留关系(QSRR)模型来提高原型和代谢物结构注释的策略,并以泽泻萜类化合物为例。该策略包括四个步骤。首先,基于先前报道的内部数据库,初步鉴定生物样品中的原型和代谢物。其次,通过特征离子、数据库或潜在代谢途径确定原型化合物和代谢物的候选结构。然后,建立 QSRR 模型来预测所提出结构的保留时间。最后,通过将实验保留时间与预测值进行匹配,确定未知原型和代谢物的结构。由遗传算法-多元线性回归(GA-MLR)构建的 QSRR 模型具有出色的回归相关性(R=0.9966)。基于该策略,共鉴定出 118 种化合物,包括 47 种原型和 71 种代谢物,其中 61 种未知化合物得到了合理的表征。通过该策略鉴定的典型化合物已使用三萜标准品成功验证。该策略可以提高中药体内代谢物注释的置信度,促进进一步的药理研究。

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