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The omics era: what can nuclear magnetic resonance tell us on metabolomics?

机译:组学时代:核磁共振在代谢组学上能告诉我们什么?

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A brief overview of the potentiality and use of the metabolic fingerprint of a system or biological process is here proposed. The information on the type, quantity and variation of the pool of metabolites and its relationship with a given biological process is commonly referred to as metabolomics. One powerful analytical approach to the detection and quantitation of metabolites is by Nuclear Magnetic Resonance Spectroscopy (NMR). Additionally, the recently introduced High Resolution Magic Angle Spinning (HR-MAS) NMR approach improved dramatically the potentiality of the method allowing direct sampling of ex vivo specimens, such as tissues and cells, without any pre-treatment or extraction steps. The NMR data can be processed towards the target or non-target analysis of the metabolites. The former passes through the identification of all the metabolites, the latter adopts a multivariate statistical approach such as Principal Components Analysis. In this article, the main methodological points of NMR analysis with multivariate statistics are briefly outlined and discussed. A final case-study on the discrimination of healthy and neoplastic tissues via HR-MAS NMR metabolomics is reported as a paradigmatic application.
机译:本文提出了系统或生物过程的代谢指纹的潜力和用途的简要概述。有关代谢物库的类型,数量和变化及其与给定生物学过程的关系的信息通常称为代谢组学。用于检测和定量代谢物的一种强大的分析方法是通过核磁共振波谱(NMR)。此外,最近引入的高分辨率魔角旋转(HR-MAS)NMR方法极大地提高了该方法的潜力,该方法无需进行任何预处理或提取步骤即可直接取样离体样本,例如组织和细胞。 NMR数据可用于代谢物的目标分析或非目标分析。前者通过所有代谢物的鉴定,后者采用多元统计方法,例如主成分分析。在本文中,将简要概述和讨论具有多变量统计信息的NMR分析的主要方法论要点。据报道,通过HR-MAS NMR代谢组学对健康和赘生性组织进行辨别的最终案例研究是一种典型的应用。

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