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植物代谢组学中稳定性的研究——以决明子(Cassia obtusifolia L.)种子为例的 LC-MS 和 NMR 分析特别关注冻融循环。

Investigation on the stability in plant metabolomics with a special focus on freeze-thaw cycles: LC-MS and NMR analysis to Cassiae Semen (Cassia obtusifolia L.) seeds as a case study.

机构信息

Tianjin State Key Laboratory of Component-based Chinese Medicine, Tianjin University of Traditional Chinese Medicine, 10 Poyanghu Road, Jinghai, Tianjin 301617, PR China.

Tianjin State Key Laboratory of Component-based Chinese Medicine, Tianjin University of Traditional Chinese Medicine, 10 Poyanghu Road, Jinghai, Tianjin 301617, PR China; Tianjin Key Laboratory of TCM Chemistry and Analysis, Tianjin University of Traditional Chinese Medicine, 10 Poyanghu Road, Jinghai, Tianjin 301617, PR China.

出版信息

J Pharm Biomed Anal. 2021 Sep 10;204:114243. doi: 10.1016/j.jpba.2021.114243. Epub 2021 Jul 6.

Abstract

Metabolomics is a rapid and sensitive tool for the detection of dynamic metabolic compositions in the study of systemic metabolic consequences. However, it is also susceptible to a tiny variation of pre-analytical handling procedures. To provide reproducible results, specific knowledge on metabolites perturbance along with different freeze-thaw cycles (FTCs) is needed for further metabolomics studies. In this paper, five FTCs of germinated Cassiae Semen (CS) were chosen as a case study to investigate the influence of FTC effect based on UHPLC-Q-Orbitrap-MS and NMR technologies. A total of 108 metabolites were relatively quantified by LC-MS and NMR analyses. Principal component analysis (PCA) showed that the first and second FTC samples are welly separated from the other groups; however, the extent of FTC-induced effects are smaller after the third cycle. Upon five consecutive FTCs, alterations which consisted of decreased stachyose, sucrose, norrubrofusarin-6-O-β-d-glucopyranoside, and quercetin 3-(3″-acetylgalactoside), as well as increased phenylalanine, leucine, isoleucine, methionine, phenylalanine, mannose, gluconic acid, and valine, could be observed. FTC does not exert the same effect on all metabolites. Although a large number of secondary metabolites were stable when subjected to five FTCs, FTC effects may lead to false-positive in the discovery of biomarker. In the case of reusing plant seed samples, no more than three consecutive freeze-thaw cycles were found advisable. This work provides unique perspectives on the FTC effects, which may fill in some existing gaps in the knowledge of the stability of plant metabolites during sample pre-handling.

摘要

代谢组学是一种快速而灵敏的工具,可用于研究系统代谢后果中动态代谢成分的检测。然而,它也容易受到分析前处理程序微小变化的影响。为了提供可重复的结果,需要针对不同的冻融循环(FTC)对代谢物扰动有特定的了解,以进行进一步的代谢组学研究。在本文中,选择了五个 FTC 的发芽决明子(CS)作为案例研究,以基于 UHPLC-Q-Orbitrap-MS 和 NMR 技术研究 FTC 效应的影响。通过 LC-MS 和 NMR 分析相对定量了 108 种代谢物。主成分分析(PCA)表明,第一和第二 FTC 样品与其他组很好地分离;然而,在第三个循环之后,FTC 诱导的影响程度较小。经过连续五个 FTC 后,可以观察到包含棉子糖、蔗糖、新槐二酮-6-O-β-d-吡喃葡萄糖苷和槲皮素 3-(3″-乙酰半乳糖苷)减少,以及苯丙氨酸、亮氨酸、异亮氨酸、蛋氨酸、苯丙氨酸、甘露糖、葡萄糖酸和缬氨酸增加的变化。FTC 不会对所有代谢物产生相同的影响。尽管大量的次生代谢物在经过五个 FTC 后仍然稳定,但 FTC 效应可能会导致生物标志物发现中的假阳性。在重复使用植物种子样本的情况下,发现不超过三个连续的冻融循环是合适的。这项工作提供了 FTC 效应的独特视角,可能填补了在样本预处理过程中植物代谢物稳定性知识方面的一些现有空白。

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