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基于代谢组学结合超高效液相色谱/四极杆飞行时间质谱及ROC曲线的环磷酰胺诱导心脏毒性的血浆代谢谱分析

Plasma metabolic profiling analysis of cyclophosphamide-induced cardiotoxicity using metabolomics coupled with UPLC/Q-TOF-MS and ROC curve.

作者信息

Yin Jia, Xie Jiabin, Guo Xuejun, Ju Liang, Li Yubo, Zhang Yanjun

机构信息

Tianjin State Key Laboratory of Modern Chinese Medicine, School of Traditional Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, 312 Anshan west Road, Tianjin 300193, China.

Tianjin State Key Laboratory of Modern Chinese Medicine, School of Traditional Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, 312 Anshan west Road, Tianjin 300193, China.

出版信息

J Chromatogr B Analyt Technol Biomed Life Sci. 2016 Oct 15;1033-1034:428-435. doi: 10.1016/j.jchromb.2016.08.042. Epub 2016 Aug 30.

Abstract

Cyclophosphamide (CY) is a commonly-used nitrogen mustard alkylating agent, but its clinical application is severely limited by its cardiotoxicity. Since the development of metabolomics, the change of metabolite profiles caused by cyclophosphamide has been studied by metabolomics and has gained much attention. In this study, we analyzed rat plasma samples collected one, three and five days after cyclophosphamide administration using ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry (UPLC/Q-TOF-MS). Multiple statistical analyses, such as principal component analysis (PCA) and partial least squares - discriminant analysis (PLS-DA), were used to examine metabolite profile changes in plasma samples in order to screen for potential cardiotoxicity biomarkers and metabolic pathways. Levels of a dozen of metabolites changed significantly in plasma from the CY-treated group after one, three, and five days compared with the control group treated with normal saline (NS). Receiver operator characteristic (ROC) curve analysis suggested that the total 16 metabolites play important roles in different times of CY-induced cardiotoxicity respectively. Our results suggest that these metabolites in linoleic acid metabolism and glycerol phospholipid metabolism may be related to CY-induced cardiotoxicity. These metabolites could act as sensitive biomarkers for CY-induced cardiotoxicity and be useful for investigating toxic mechanisms. They may also lay a foundation for clinical use of cyclophosphamide.

摘要

环磷酰胺(CY)是一种常用的氮芥类烷化剂,但其临床应用受到心脏毒性的严重限制。自代谢组学发展以来,环磷酰胺引起的代谢物谱变化已通过代谢组学进行研究,并受到广泛关注。在本研究中,我们使用超高效液相色谱四极杆飞行时间质谱(UPLC/Q-TOF-MS)分析了环磷酰胺给药后1天、3天和5天采集的大鼠血浆样本。采用主成分分析(PCA)和偏最小二乘判别分析(PLS-DA)等多种统计分析方法,研究血浆样本中代谢物谱的变化,以筛选潜在的心脏毒性生物标志物和代谢途径。与生理盐水(NS)处理的对照组相比,CY处理组在1天、3天和5天后血浆中十几种代谢物的水平发生了显著变化。受试者工作特征(ROC)曲线分析表明,这16种代谢物在CY诱导的心脏毒性的不同时间分别发挥重要作用。我们的结果表明,亚油酸代谢和甘油磷脂代谢中的这些代谢物可能与CY诱导的心脏毒性有关。这些代谢物可作为CY诱导心脏毒性的敏感生物标志物,有助于研究毒性机制。它们也可能为环磷酰胺的临床应用奠定基础。

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