Mickiewicz Beata, Hyndman M Eric, Vogel Hans J
Department of Biological Sciences, Bio-NMR-Centre, University of Calgary, Calgary, AB, Canada.
Division of Urology, Department of Surgery, Southern Alberta Institute of Urology, University of Calgary, Calgary, AB, Canada.
Methods Mol Biol. 2019;1928:251-274. doi: 10.1007/978-1-4939-9027-6_14.
Metabolomics is a comprehensive characterization of the small polar molecules (metabolites) in different biological systems. One of the analytical platforms commonly used to study metabolic alterations in biofluid samples is proton nuclear magnetic resonance (H NMR) spectroscopy. NMR spectroscopy is very specific, quantitative, and highly reproducible. Moreover, sample preparation for NMR experiments is very simple and straightforward, and this gives NMR spectroscopy a distinct advantage over other metabolic profiling methods. It has already been shown that H NMR-based profiling of biological fluids can be effective in differentiating benign from malignant lesions and in investigating the efficacy of specific cancer treatments. Therefore, H NMR spectroscopy may become a promising tool for early noninvasive diagnosis and rapid assessment of treatment effects in cancer patients. Here, we describe a detailed protocol for H NMR metabolite profiling in serum, plasma, and urine samples, including sample collection procedures, sample preparation for H NMR experiments, spectral acquisition and processing, and quantitative profiling of H NMR spectra. We also discuss several aspects of appropriate study design and some multivariate statistical methods that are commonly used to analyze metabolomics datasets.
代谢组学是对不同生物系统中的小极性分子(代谢物)进行全面表征。用于研究生物流体样本中代谢变化的常用分析平台之一是质子核磁共振(H NMR)光谱法。核磁共振光谱法具有高度特异性、定量性和高重现性。此外,核磁共振实验的样本制备非常简单直接,这使核磁共振光谱法相对于其他代谢谱分析方法具有明显优势。已经表明,基于H NMR的生物流体谱分析在区分良性和恶性病变以及研究特定癌症治疗的疗效方面可能有效。因此,H NMR光谱法可能成为癌症患者早期非侵入性诊断和治疗效果快速评估的有前景的工具。在此,我们描述了血清、血浆和尿液样本中H NMR代谢物谱分析的详细方案,包括样本采集程序、H NMR实验的样本制备、光谱采集与处理以及H NMR光谱的定量分析。我们还讨论了适当研究设计的几个方面以及一些常用于分析代谢组学数据集的多变量统计方法。