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代谢组学结合模式识别及通路分析研究茵陈蒿在肝损伤及保肝作用中的潜在生物标志物

Metabolomics coupled with pattern recognition and pathway analysis on potential biomarkers in liver injury and hepatoprotective effects of yinchenhao.

作者信息

Sun Hui, Zhang Ai-Hua, Zou Di-Xing, Sun Wen-Jun, Wu Xiu-Hong, Wang Xi-Jun

机构信息

National TCM Key Laboratory of Serum Pharmacochemistry, Key Laboratory of Metabolomics and Chinmedomics, Department of Pharmaceutical Analysis, Heilongjiang University of Chinese Medicine, Heping Road 24, 150040, Harbin, China,

出版信息

Appl Biochem Biotechnol. 2014 Jun;173(4):857-69. doi: 10.1007/s12010-014-0903-5. Epub 2014 Apr 13.

Abstract

Metabolomics can provide an opportunity to develop the systematic analysis of the metabolites in biological samples and has been increasingly applied to discovering and identifying biomarkers and perturbed pathways. It enables us to better understand the metabolic pathways which can clarify the mechanism of traditional Chinese medicines (TCM). Yinchenhao (YCH, Artemisia annua L), a famous TCM plant, has been used clinically for more than a thousand years to relieve liver diseases in Asia, and its mechanisms are not still completely clear. Here, metabolomic techniques may provide additional insight, and our investigation was designed to assess the effects and possible mechanisms of YCH on α-naphthylisothiocyanate (ANIT)-induced liver injury. Metabolite profiling was performed by ultra-performance liquid chromatography/electrospray ionization quadruple time-of-flight mass spectrometry (UPLC/ESI-Q-TOF/MS) combined with pathway analysis and pattern recognition approaches including independent component analysis (ICA) and partial least squares-discriminant analysis (PLS-DA). Biochemistry test was also performed for the liver tissue and plasma samples. The changes in metabolic profiling were restored to their baseline values after YCH treatment according to the ICA score plots. Of note, YCH has a potential pharmacological effect through regulating multiple perturbed pathways to normal state, correlating well to the assessment of biochemistry test. Five different potential biomarkers in the positive mode contributing to the treatment of YCH were discovered. Pathway analysis showed that these metabolites were associated with perturbations in pyrimidine metabolism, primary bile acid biosynthesis, and propanoate metabolism, which may be helpful to further understand the action mechanisms of YCH. It showed that changed biomarkers and pathways may provide evidence to insight into drug action mechanisms and drug discovery.

摘要

代谢组学为开展生物样本中代谢物的系统分析提供了契机,并且已越来越多地应用于发现和鉴定生物标志物以及受干扰的代谢途径。它使我们能够更好地理解代谢途径,从而阐明中药的作用机制。茵陈蒿(YCH,Artemisia annua L)是一种著名的中药材,在亚洲临床应用已逾千年,用于治疗肝脏疾病,但其作用机制仍不完全清楚。在此,代谢组学技术可能会提供更多见解,我们的研究旨在评估茵陈蒿对α-萘异硫氰酸酯(ANIT)诱导的肝损伤的影响及其可能机制。通过超高效液相色谱/电喷雾电离四级杆飞行时间质谱(UPLC/ESI-Q-TOF/MS)结合途径分析以及包括独立成分分析(ICA)和偏最小二乘判别分析(PLS-DA)在内的模式识别方法进行代谢物谱分析。还对肝脏组织和血浆样本进行了生化检测。根据ICA得分图,茵陈蒿治疗后代谢物谱的变化恢复到了基线值。值得注意的是,茵陈蒿通过调节多个受干扰的途径使其恢复到正常状态而具有潜在的药理作用,这与生化检测结果评估良好相关。发现了5种在正模式下有助于茵陈蒿治疗的不同潜在生物标志物。途径分析表明,这些代谢物与嘧啶代谢、初级胆汁酸生物合成和丙酸代谢的干扰有关,这可能有助于进一步了解茵陈蒿的作用机制。结果表明,变化的生物标志物和途径可能为深入了解药物作用机制和药物发现提供证据。

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