Tailored liquid chromatography-mass spectrometry analysis improves the coverage of the intracellular metabolome of HepaRG cells

被引:18
作者
Cuykx, Matthias [1 ]
Negreira, Noelia [1 ]
Beirnaert, Charlie [2 ]
Van den Eede, Nele [1 ]
Rodrigues, Robim [3 ]
Vanhaecke, Tamara [3 ]
Laukens, Kris [2 ]
Covaci, Adrian [1 ]
机构
[1] Univ Antwerp, Toxicol Ctr, Dept Pharmaceut Sci, Univ Pl 1, B-2610 Antwerp, Belgium
[2] Univ Antwerp, Dept Math & Comp Sci, Middelheimlaan 1, B-2020 Antwerp, Belgium
[3] Vrije Univ Brussel, Dept Vitro Toxicol & Dermatocosmetol, Pharmaceut Res Ctr, Laarbeeklaan 103, B-1090 Jette, Belgium
关键词
HepaRG; Metabolomics; Optimization; Liquid chromatography-Mass spectrometry; Hydrophilic liquid interaction; chromatography; Ion pairing; MS-BASED METABOLOMICS; SAMPLE PREPARATION; LC-MS; QUANTITATIVE-ANALYSIS; REVERSED-PHASE; HUMAN URINE; EXPERIMENTAL-DESIGN; POLAR METABOLITES; METHOD VALIDATION; IN-VITRO;
D O I
10.1016/j.chroma.2017.01.050
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Metabolomics protocols are often combined with Liquid Chromatography-Mass Spectrometry (LC-MS) using mostly reversed phase chromatography coupled to accurate mass spectrometry, e.g. quadrupole time-of-flight (QTOF) mass spectrometers to measure as many metabolites as possible. In this study, we optimised the LC-MS separation of cell extracts after fractionation in polar and non polar fractions. Both phases were analysed separately in a tailored approach in four different runs (two for the non-polar and two for the polar-fraction), each of them specifically adapted to improve the separation of the metabolites present in the extract. This approach improves the coverage of a broad range of the metabolome of the HepaRG cells and the separation of intra-class metabolites. The non-polar fraction was analysed using a C18-column with end-capping, mobile phase compositions were specifically adapted for each ionisation mode using different co-solvents and buffers. The polar extracts were analysed with a mixed mode Hydrophilic Interaction Liquid Chromatography (H1LIC) system. Acidic metabolites from glycolysis and the Krebs cycle, together with phosphorylated compounds, were best detected with a method using ion pairing (IP) with tributylamine and separation on a phenyl-hexyl column. Accurate mass detection was performed with the QTOF in MS-mode only using an extended dynamic range to improve the quality of the dataset. Parameters with the greatest impact on the detection were the balance between mass accuracy and linear range, the fragmentor voltage, the capillary voltage, the nozzle voltage, and the nebuliser pressure. By using a tailored approach for the intracellular HepaRG metabolome, consisting of three different LC techniques, over 2200 metabolites can be measured with a high precision and acceptable linear range. The developed method is suited for qualitative untargeted LC-MS metabolomics studies. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:168 / 178
页数:11
相关论文
共 58 条
[1]  
Agilent Technologies, 2009, AG Q TOF LS MS TECHN
[2]   Expression of cytochromes P450, conjugating enzymes and nuclear receptors in human hepatoma HepaRG cells [J].
Aninat, C ;
Piton, A ;
Glaise, D ;
Le Charpentier, T ;
Langouët, S ;
Morel, F ;
Guguen-Guillouzo, C ;
Guillouzo, A .
DRUG METABOLISM AND DISPOSITION, 2006, 34 (01) :75-83
[3]  
[Anonymous], 2016, R FOUND STAT COMPUT
[4]  
[Anonymous], 2010, Introduction to Modern Liquid Chromatography
[5]   Induction of Vesicular Steatosis by Amiodarone and Tetracycline Is Associated with Up-regulation of Lipogenic Genes in HepaRG Cells [J].
Antherieu, Sebastien ;
Rogue, Alexandra ;
Fromenty, Bernard ;
Guillouzo, Andre ;
Robin, Marie-Anne .
HEPATOLOGY, 2011, 53 (06) :1895-1905
[6]   Separation and quantitation of water soluble cellular metabolites by hydrophilic interaction chromatography-tandem mass spectrometry [J].
Bajad, Sunil U. ;
Lu, Wenyun ;
Kimball, Elizabeth H. ;
Yuan, Jie ;
Peterson, Celeste ;
Rabinowitz, Joshua D. .
JOURNAL OF CHROMATOGRAPHY A, 2006, 1125 (01) :76-88
[7]   Evaluation of matrix effects in metabolite profiling based on capillary liquid chromatography electrospray ionization quadrupole time-of-flight mass spectrometry [J].
Boettcher, Christoph ;
v. Roepenack-Lahaye, Edda ;
Willscher, Edith ;
Scheel, Dierk ;
Clemens, Stephan .
ANALYTICAL CHEMISTRY, 2007, 79 (04) :1507-1513
[8]   Solid-phase microextraction in metabolomics [J].
Bojko, Barbara ;
Reyes-Garces, Nathaly ;
Bessonneau, Vincent ;
Gorynski, Krzysztof ;
Mousavi, Fatemeh ;
Silva, Erica A. Souza ;
Pawliszyn, Janusz .
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2014, 61 :168-180
[9]   Instrumental and experimental effects in LC-MS-based metabolomics [J].
Burton, Lyle ;
Ivosev, Gordana ;
Tate, Stephen ;
Impey, Gary ;
Wingate, Julie ;
Bonner, Ron .
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2008, 871 (02) :227-235
[10]   Toward Merging Untargeted and Targeted Methods in Mass Spectrometry-Based Metabolomics and Lipidomics [J].
Cajka, Tomas ;
Fiehn, Oliver .
ANALYTICAL CHEMISTRY, 2016, 88 (01) :524-545