Global metabolic profiling of animal and human tissues via UPLC-MS

Obtaining comprehensive, untargeted metabolic profiles for complex solid samples, e.g., animal tissues, requires sample preparation and access to information-rich analytical methodologies such as mass spectrometry (MS). Here we describe a practical two-step process for tissue samples that is based on extraction into 'aqueous' and 'organic' phases for polar and nonpolar metabolites. Separation methods such as ultraperformance liquid chromatography (UPLC) in combination with MS are needed to obtain sufficient resolution to create diagnostic metabolic profiles and identify candidate biomarkers. We provide detailed protocols for sample preparation, chromatographic procedures, multivariate analysis and metabolite identification via tandem MS (MS/MS) techniques and high-resolution MS. By using these optimized approaches, analysis of a set of samples using a 96-well plate format would take ∼48 h: 1 h for system setup, 8–10 h for sample preparation, 34 h for UPLC-MS analysis and 2–3 h for preliminary/exploratory data processing, representing a robust method for untargeted metabolic screening of tissue samples.

[1]  A. Saghatelian,et al.  Assignment of endogenous substrates to enzymes by global metabolite profiling. , 2004, Biochemistry.

[2]  I. Wilson,et al.  Within-day reproducibility of an HPLC-MS-based method for metabonomic analysis: application to human urine. , 2007, Journal of proteome research.

[3]  Cheng Ji,et al.  Metabonomic investigation of liver profiles of nonpolar metabolites obtained from alcohol-dosed rats and mice using high mass accuracy MSn analysis. , 2011, Journal of proteome research.

[4]  D. Raftery,et al.  Metabolomics-based methods for early disease diagnostics , 2008, Expert review of molecular diagnostics.

[5]  S. Kanaya,et al.  Metabolic profiling using Fourier-transform ion-cyclotron-resonance mass spectrometry , 2007, Analytical and bioanalytical chemistry.

[6]  Corey D Broeckling,et al.  Metabolomics data analysis, visualization, and integration. , 2007, Methods in molecular biology.

[7]  Arjen Lommen,et al.  An untargeted multi-technique metabolomics approach to studying intracellular metabolites of HepG2 cells exposed to 2,3,7,8-tetrachlorodibenzo-p-dioxin , 2011, BMC Genomics.

[8]  I. Wilson,et al.  Evaluation of the repeatability of ultra-performance liquid chromatography-TOF-MS for global metabolic profiling of human urine samples. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[9]  Ian D Wilson,et al.  Hydrophilic interaction and reversed-phase ultra-performance liquid chromatography TOF-MS for metabonomic analysis of Zucker rat urine. , 2008, Journal of separation science.

[10]  H. Senn,et al.  NMR and MS methods for metabonomics. , 2011, Methods in molecular biology.

[11]  B. Liederer,et al.  Evaluation of homogenization techniques for the preparation of mouse tissue samples to support drug discovery. , 2011, Bioanalysis.

[12]  Scott Peterman,et al.  An integrated method for metabolite detection and identification using a linear ion trap/Orbitrap mass spectrometer and multiple data processing techniques: application to indinavir metabolite detection. , 2008, Journal of mass spectrometry : JMS.

[13]  R. Abagyan,et al.  XCMS: processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification. , 2006, Analytical chemistry.

[14]  Hans-Gerd Janssen,et al.  Method development in high-performance liquid chromatography for high-throughput profiling and metabonomic studies of biofluid samples. , 2003, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[15]  Timothy M. D. Ebbels,et al.  A Statistically Rigorous Test for the Identification of Parent−Fragment Pairs in LC-MS Datasets , 2010, Analytical chemistry.

[16]  J. Haselden,et al.  Metabolic Profiling as a Tool for Understanding Mechanisms of Toxicity , 2008, Toxicologic pathology.

[17]  E. Want,et al.  Global metabolic profiling procedures for urine using UPLC–MS , 2010, Nature Protocols.

[18]  Wanchang Lin,et al.  Metabolite signal identification in accurate mass metabolomics data with MZedDB, an interactive m/z annotation tool utilising predicted ionisation behaviour 'rules' , 2009, BMC Bioinformatics.

[19]  I. Wilson,et al.  A pragmatic and readily implemented quality control strategy for HPLC-MS and GC-MS-based metabonomic analysis. , 2006, The Analyst.

[20]  A. Darzi,et al.  Gut microbiome-host interactions in health and disease , 2011, Genome Medicine.

[21]  R. Abagyan,et al.  METLIN: A Metabolite Mass Spectral Database , 2005, Therapeutic drug monitoring.

[22]  M. Viant,et al.  High-throughput tissue extraction protocol for NMR- and MS-based metabolomics. , 2008, Analytical biochemistry.

[23]  I. Wilson,et al.  Liquid chromatography and ultra-performance liquid chromatography-mass spectrometry fingerprinting of human urine: sample stability under different handling and storage conditions for metabonomics studies. , 2008, Journal of chromatography. A.

[24]  Joshua D. Knowles,et al.  Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry , 2011, Nature Protocols.

[25]  A. Vertes,et al.  Three-dimensional imaging of metabolites in tissues under ambient conditions by laser ablation electrospray ionization mass spectrometry. , 2009, Analytical chemistry.

[26]  D. Wishart Applications of Metabolomics in Drug Discovery and Development , 2008, Drugs in R&D.

[27]  Ian D. Wilson,et al.  Metabolic Phenotyping in Health and Disease , 2008, Cell.

[28]  J. Laitinen,et al.  Quantification of lysophosphatidic acids in rat brain tissue by liquid chromatography-electrospray tandem mass spectrometry. , 2010, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[29]  I. Wilson,et al.  A metabonomic investigation of the biochemical effects of mercuric chloride in the rat using 1H NMR and HPLC-TOF/MS: time dependent changes in the urinary profile of endogenous metabolites as a result of nephrotoxicity. , 2004, The Analyst.

[30]  M. Orešič,et al.  Data processing for mass spectrometry-based metabolomics. , 2007, Journal of chromatography. A.

[31]  H. Bi Mass Spectrometry Based Analysis and Bioanalysis , 2010 .

[32]  Nigel W. Hardy,et al.  Proposed minimum reporting standards for chemical analysis , 2007, Metabolomics.

[33]  Masaru Tomita,et al.  MathDAMP: a package for differential analysis of metabolite profiles , 2006, BMC Bioinformatics.

[34]  R. Goodacre,et al.  Integration of metabolomics in heart disease and diabetes research: current achievements and future outlook. , 2011, Bioanalysis.

[35]  J. Lindon,et al.  Metabonomics: a platform for studying drug toxicity and gene function , 2002, Nature Reviews Drug Discovery.

[36]  Xin Lu,et al.  Method for liver tissue metabolic profiling study and its application in type 2 diabetic rats based on ultra performance liquid chromatography-mass spectrometry. , 2011, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[37]  J. Lindon,et al.  'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data. , 1999, Xenobiotica; the fate of foreign compounds in biological systems.

[38]  T. Veenstra,et al.  Analytical and statistical approaches to metabolomics research. , 2009, Journal of separation science.

[39]  R. Fussell,et al.  Ultra-performance liquid chromatography for the determination of pesticide residues in foods by tandem quadrupole mass spectrometry with polarity switching. , 2007, Journal of chromatography. A.

[40]  A. Lovegrove,et al.  A metabolomic study of substantial equivalence of field-grown genetically modified wheat. , 2006, Plant biotechnology journal.

[41]  T. Ebbels,et al.  Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extracts , 2007, Nature Protocols.

[42]  Corey D Broeckling,et al.  MET-IDEA: data extraction tool for mass spectrometry-based metabolomics. , 2006, Analytical chemistry.

[43]  O. Fiehn Metabolomics – the link between genotypes and phenotypes , 2004, Plant Molecular Biology.

[44]  G. Siuzdak,et al.  Multiple ionization mass spectrometry strategy used to reveal the complexity of metabolomics. , 2008, Analytical chemistry.

[45]  Jian Yang,et al.  Metabolomics spectral formatting, alignment and conversion tools (MSFACTs) , 2003, Bioinform..

[46]  I. Wilson,et al.  High resolution "ultra performance" liquid chromatography coupled to oa-TOF mass spectrometry as a tool for differential metabolic pathway profiling in functional genomic studies. , 2005, Journal of proteome research.

[47]  I. Wilson,et al.  Application of ultra performance liquid chromatography-mass spectrometry to profiling rat and dog bile. , 2009, Journal of proteome research.

[48]  Matej Oresic,et al.  MZmine: toolbox for processing and visualization of mass spectrometry based molecular profile data , 2006, Bioinform..

[49]  E. Nevedomskaya,et al.  Cross-platform analysis of longitudinal data in metabolomics. , 2011, Molecular bioSystems.

[50]  J. Lindon,et al.  Systems biology: Metabonomics , 2008, Nature.

[51]  Timothy M. D. Ebbels,et al.  Construction of Confidence Regions for Isotopic Abundance Patterns in LC/MS Data Sets for Rigorous Determination of Molecular Formulas , 2010, Analytical chemistry.

[52]  Simona Francese,et al.  Imaging mass spectrometry for the assessment of drugs and metabolites in tissue. , 2009, Bioanalysis.

[53]  T. Ebbels,et al.  Optimization and evaluation of metabolite extraction protocols for untargeted metabolic profiling of liver samples by UPLC-MS. , 2010, Analytical chemistry.

[54]  E. Want,et al.  Cross-platform comparison of Caenorhabditis elegans tissue extraction strategies for comprehensive metabolome coverage. , 2011, Analytical chemistry.

[55]  Oliver Fiehn,et al.  Mass-spectrometry-based metabolomics: limitations and recommendations for future progress with particular focus on nutrition research , 2009, Metabolomics.

[56]  I. Schuppe-Koistinen,et al.  Metabolic fingerprinting of rat urine by LC/MS Part 1. Analysis by hydrophilic interaction liquid chromatography-electrospray ionization mass spectrometry. , 2005, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[57]  Daniel Raftery,et al.  Quantitative Metabolomics by 1H-NMR and LC-MS/MS Confirms Altered Metabolic Pathways in Diabetes , 2010, PloS one.

[58]  Oliver Fiehn,et al.  Analysis of highly polar compounds of plant origin: combination of hydrophilic interaction chromatography and electrospray ion trap mass spectrometry. , 2002, Analytical biochemistry.

[59]  Elizabeth Want,et al.  Processing and analysis of GC/LC-MS-based metabolomics data. , 2011, Methods in molecular biology.

[60]  P. Fraser,et al.  Chemical derivatization and mass spectral libraries in metabolic profiling by GC/MS and LC/MS/MS. , 2005, Journal of experimental botany.

[61]  David S. Wishart,et al.  HMDB: a knowledgebase for the human metabolome , 2008, Nucleic Acids Res..

[62]  T. Moritz,et al.  LC-MS/MS profiling for detection of endogenous steroids and prostaglandins in tissue samples. , 2011, Journal of separation science.

[63]  Elaine Holmes,et al.  High-resolution magic-angle-spinning NMR spectroscopy for metabolic profiling of intact tissues , 2010, Nature Protocols.

[64]  J. Thomas-Oates,et al.  Hydrophilic interaction chromatography for mass spectrometric metabonomic studies of urine. , 2007, Analytical chemistry.

[65]  Valery Tkachenko,et al.  Identification of “Known Unknowns” Utilizing Accurate Mass Data and ChemSpider , 2011, Journal of The American Society for Mass Spectrometry.

[66]  J Bruce German,et al.  Analytical metabolomics: nutritional opportunities for personalized health. , 2011, The Journal of nutritional biochemistry.

[67]  Ying Zhang,et al.  HMDB: the Human Metabolome Database , 2007, Nucleic Acids Res..

[68]  E. Want,et al.  HILIC-UPLC-MS for exploratory urinary metabolic profiling in toxicological studies. , 2011, Analytical chemistry.

[69]  J. Nicholson,et al.  Global urinary metabolic profiling procedures using gas chromatography–mass spectrometry , 2011, Nature Protocols.

[70]  Jeremy K Nicholson,et al.  Technical and biological variation in UPLC-MS-based untargeted metabolic profiling of liver extracts: application in an experimental toxicity study on galactosamine. , 2011, Analytical chemistry.

[71]  E. Want,et al.  Systemic gut microbial modulation of bile acid metabolism in host tissue compartments , 2010, Proceedings of the National Academy of Sciences.

[72]  Sean Yu,et al.  Quantitation of small molecules using high-resolution accurate mass spectrometers - a different approach for analysis of biological samples. , 2009, Rapid communications in mass spectrometry : RCM.