A Comprehensive LC-MS Metabolomics Assay for Quantitative Analysis of Serum and Plasma.

IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Metabolites Pub Date : 2024-11-14 DOI:10.3390/metabo14110622
Lun Zhang, Jiamin Zheng, Mathew Johnson, Rupasri Mandal, Meryl Cruz, Miriam Martínez-Huélamo, Cristina Andres-Lacueva, David S Wishart
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Abstract

Background/Objectives: Targeted metabolomics is often criticized for the limited metabolite coverage that it offers. Indeed, most targeted assays developed or used by researchers measure fewer than 200 metabolites. In an effort to both expand the coverage and improve the accuracy of metabolite quantification in targeted metabolomics, we decided to develop a comprehensive liquid chromatography-tandem mass spectrometry (LC-MS/MS) assay that could quantitatively measure more than 700 metabolites in serum or plasma. Methods: The developed assay makes use of chemical derivatization followed by reverse phase LC-MS/MS and/or direct flow injection MS (DFI-MS) in both positive and negative ionization modes to separate metabolites. Multiple reaction monitoring (MRM), in combination with isotopic standards and multi-point calibration curves, is used to detect and absolutely quantify the targeted metabolites. The assay has been adapted to a 96-well plate format to enable automated, high-throughput sample analysis. Results: The assay (called MEGA) is able to detect and quantify 721 metabolites in serum/plasma, covering 20 metabolite classes and many commonly used clinical biomarkers. The limits of detection were determined to range from 1.4 nM to 10 mM, recovery rates were from 80% to 120%, and quantitative precision was within 20%. LC-MS/MS metabolite concentrations of the NIST® SRM®1950 plasma standard were found to be within 15% of NMR quantified levels. The MEGA assay was further validated in a large dietary intervention study. Conclusions: The MEGA assay should make comprehensive quantitative metabolomics much more affordable, accessible, automatable, and applicable to large-scale clinical studies.

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用于血清和血浆定量分析的 LC-MS 代谢组学综合分析法
背景/目的:靶向代谢组学因其提供的代谢物覆盖范围有限而经常受到批评。事实上,研究人员开发或使用的大多数靶向检测方法只能测量不到 200 种代谢物。为了扩大靶向代谢组学的覆盖范围并提高代谢物定量的准确性,我们决定开发一种全面的液相色谱-串联质谱(LC-MS/MS)检测方法,该方法可定量检测血清或血浆中的 700 多种代谢物。方法:所开发的检测方法利用化学衍生,然后采用反相 LC-MS/MS 和/或直接流动注射质谱(DFI-MS)的正负离子模式来分离代谢物。多反应监测(MRM)与同位素标准和多点校准曲线相结合,用于检测和绝对定量目标代谢物。该检测方法采用 96 孔板格式,可进行自动化、高通量的样品分析。检测结果该测定(名为 MEGA)能够检测和定量血清/血浆中的 721 种代谢物,涵盖 20 种代谢物类别和许多常用的临床生物标志物。检测限为 1.4 nM 至 10 mM,回收率为 80% 至 120%,定量精度在 20% 以内。NIST® SRM®1950 血浆标准品的 LC-MS/MS 代谢物浓度在 NMR 定量水平的 15%以内。MEGA 分析法在一项大型饮食干预研究中得到了进一步验证。结论:MEGA 分析法将使全面的定量代谢组学变得更加经济实惠、易于获得、自动化程度更高,并更适用于大规模临床研究。
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来源期刊
Metabolites
Metabolites Biochemistry, Genetics and Molecular Biology-Molecular Biology
CiteScore
5.70
自引率
7.30%
发文量
1070
审稿时长
17.17 days
期刊介绍: Metabolites (ISSN 2218-1989) is an international, peer-reviewed open access journal of metabolism and metabolomics. Metabolites publishes original research articles and review articles in all molecular aspects of metabolism relevant to the fields of metabolomics, metabolic biochemistry, computational and systems biology, biotechnology and medicine, with a particular focus on the biological roles of metabolites and small molecule biomarkers. Metabolites encourages scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on article length. Sufficient experimental details must be provided to enable the results to be accurately reproduced. Electronic material representing additional figures, materials and methods explanation, or supporting results and evidence can be submitted with the main manuscript as supplementary material.
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