Capillary electrophoresis mass spectrometry-based untargeted metabolomics to approach disease diagnosis

被引:6
|
作者
Mamani-Huanca, Maricruz [1 ]
Villasenor, Alma [1 ,2 ]
Gonzalez-Riano, Carolina [1 ]
Lopez-Lopez, Angeles [1 ]
Lopez-Gonzalvez, Angeles [1 ]
Barbas, Coral [1 ]
机构
[1] Univ San Pablo CEU, CEU Univ, Fac Farm, Ctr Metabol & Bioanal CEMBIO,Dept Chem & Biochem, Madrid 28660, Spain
[2] Univ San Pablo CEU, CEU Univ, Fac Med, Dept Ciencias Med Basicas,Inst Med Mol Aplicada IM, Boadilla Del Monte, Spain
关键词
CE-MS; Biomarkers; Metabolites; In source fragmentation (ISF); Metabolicprofiling; Disease diagnosis; Metabolite annotation; Databases; IN-SOURCE FRAGMENTATION; MIGRATION TIME; METABOLITE IDENTITY; ANNOTATION; IDENTIFICATION; PREDICTION; SCIENCE; CELLS;
D O I
10.1016/j.trac.2023.117049
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
ABS T R A C T Metabolites are the final products of the metabolism and are, therefore, directly related to phenotype. They constitute the metabolome of an organism. The wide diversity of the physicochemical properties of the metabolites in terms of molecular weight, concentration, polarity, volatility, solubility, pKa, and charge makes their analysis a remarkable challenge. With over 220,000 metabolites recorded in the HMDB database, there is no single analytical technique capable of analyzing all of them. Therefore, multiple analytical platforms are required to obtain a comprehensive picture of the metabolome. Among these platforms, mass spectrometry (MS)-based analytical techniques are among the most widely used. Capillary electrophoresis (CE) coupled to MS has been employed to analyze polar/ionic metabolites. Although this technique is not widely used, it has demonstrated unique capabilities for the detection of polar and ionic metabolites that are an essential part of the metabolome and are not usually detected by other techniques. This review highlights the role of CE-MS in untargeted metabolomics, particularly in comparison to the hydrophilic interaction chromatography (HILIC) separation mode. Additionally, we discuss the metabolomics workflow in CE-MS for untargeted metabolomics, including sample treatment and analysis, data treatment, and metabolite annotation. We notably present the annotation tools developed explicitly for CE-MS, as well as some computational alternatives, in-house libraries of relative migration times, effective mobility, MS/MS fragmentation, in-source fragmentation, and the CEU Mass Mediator online tool. Finally, we mention future perspectives of this technique, such as single cell-CE and ion mobility (IM)-MS. Overall, this review shows the important role of CE-MS in the studies of untargeted analysis published in the last five years to approach human diseases. (c) 2023 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Capillary electrophoresis mass spectrometry as a tool for untargeted metabolomics
    Garcia, Antonia
    Godzien, Joanna
    Lopez-Gonzalvez, Angeles
    Barbas, Coral
    BIOANALYSIS, 2017, 9 (01) : 99 - 130
  • [2] Capillary electrophoresis-mass spectrometry-based approaches for food analysis and food metabolomics
    Castro-Puyana, Maria
    Marina, Maria L.
    CURRENT OPINION IN FOOD SCIENCE, 2023, 54
  • [3] Mass spectrometry-based untargeted metabolomics approach for differentiation of beef of different geographic origins
    Man, Ka-Yi
    Chan, Chi-On
    Tang, Hok-Him
    Dong, Nai-ping
    Capozzi, Francesco
    Wong, Ka-Hing
    Kwok, Kevin Wing Hin
    Chan, Hing Man
    Mok, Daniel Kam-Wah
    FOOD CHEMISTRY, 2021, 338
  • [4] Bridging Targeted and Untargeted Mass Spectrometry-Based Metabolomics via Hybrid Approaches
    Chen, Li
    Zhong, Fanyi
    Zhu, Jiangjiang
    METABOLITES, 2020, 10 (09) : 1 - 19
  • [5] Toward Merging Untargeted and Targeted Methods in Mass Spectrometry-Based Metabolomics and Lipidomics
    Cajka, Tomas
    Fiehn, Oliver
    ANALYTICAL CHEMISTRY, 2016, 88 (01) : 524 - 545
  • [6] Mass spectrometry-based metabolomics
    Dettmer, Katja
    Aronov, Pavel A.
    Hammock, Bruce D.
    MASS SPECTROMETRY REVIEWS, 2007, 26 (01) : 51 - 78
  • [7] Untargeted mass spectrometry-based metabolomics approach unveils molecular changes in raw and processed foods and beverages
    Gauglitz, Julia M.
    Aceves, Christine M.
    Aksenov, Alexander A.
    Aleti, Gajender
    Almaliti, Jehad
    Bouslimani, Amina
    Brown, Elizabeth A.
    Campeau, Anaamika
    Caraballo-Rodriguez, Andres Mauricio
    Chaar, Rama
    da Silva, Ricardo R.
    Demko, Alyssa M.
    Di Ottavio, Francesca
    Elijah, Emmanuel
    Ernst, Madeleine
    Ferguson, L. Paige
    Holmes, Xavier
    Jarmusch, Alan K.
    Jiang, Lingjing
    Kang, Kyo Bin
    Koester, Irina
    Kwan, Brian
    Li, Jie
    Li, Yueying
    Melnik, Alexey, V
    Molina-Santiago, Carlos
    Ni, Bohan
    Oom, Aaron L.
    Panitchpakdi, Morgan W.
    Petras, Daniel
    Quinn, Robert
    Sikora, Nicole
    Spengler, Katharina
    Teke, Bahar
    Tripathi, Anupriya
    Ul-Hasan, Sabah
    van Der Hooft, Justin J. J.
    Vargas, Fernando
    Vrbanac, Alison
    Vu, Anthony Q.
    Wang, Steven C.
    Weldon, Kelly
    Wilson, Kayla
    Wozniak, Jacob M.
    Yoon, Michael
    Bandeira, Nuno
    Dorrestein, Pieter C.
    FOOD CHEMISTRY, 2020, 302
  • [8] Advances in capillary electrophoresis mass spectrometry for metabolomics
    Soga, Tomoyoshi
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2023, 158
  • [9] Mass spectrometry-based metabolomics as a unique biochemical approach for understanding disease pathogenesis
    Siuzdak, Gary
    FASEB JOURNAL, 2014, 28 (01):
  • [10] Untargeted Liquid Chromatography-Mass Spectrometry-Based Metabolomics Analysis of Wheat Grain
    Abbiss, Hayley
    Gummer, Joel P. A.
    Francki, Michael
    Trengove, Robert D.
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2020, (157):