Advances in mass spectrometry applied to pharmaceutical metabolomics

AbstractMetabolomics, also referred to in the literature as metabonomics, is a relatively new systems biology tool for drug discovery and development and is increasingly being used to obtain a detailed picture of a drug’s effect on the body. Metabolomics is the qualitative assessment and relative or absolute quantitative measurement of the endogenous metabolome, defined as the complement of all native small molecules (metabolites less than 1,500 Da). A metabolomics study frequently involves the comparative analysis of sample sets from a normal state and a perturbed state, where the perturbation can be of any nature, such as genetic knockout, administration of a drug, or change in diet or lifestyle. Advances in mass spectrometry (MS) technologies including direct introduction or in-line chromatographic separation modes, ionization techniques, mass analyzers, and detection methods have provided powerful tools to assess the molecular changes in the metabolome. This review focuses on advances in MS pertaining to the analytical data generation for the main metabolomics methods, namely, fingerprinting, nontargeted, and targeted approaches, as they are applied to pharmaceutical drug discovery and development. FigureThree-dimensional image of a liquid chromatography-mass spectrometry (LC-MS) profile.

[1]  Pierre Marquet,et al.  LC-MS/MS systematic toxicological analysis: comparison of MS/MS spectra obtained with different instruments and settings. , 2005, Clinical biochemistry.

[2]  M. Karas,et al.  Effect of different solution flow rates on analyte ion signals in nano-ESI MS, or: when does ESI turn into nano-ESI? , 2003, Journal of the American Society for Mass Spectrometry.

[3]  R. Cooks,et al.  Ambient Mass Spectrometry , 2006, Science.

[4]  Daniel Raftery,et al.  Principal component analysis of urine metabolites detected by NMR and DESI–MS in patients with inborn errors of metabolism , 2007, Analytical and bioanalytical chemistry.

[5]  D. Kell,et al.  Mass Spectrometry Tools and Metabolite-specific Databases for Molecular Identification in Metabolomics , 2009 .

[6]  J. Nielsen,et al.  Mass spectrometry in metabolome analysis. , 2005, Mass spectrometry reviews.

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

[8]  E. Go,et al.  Database Resources in Metabolomics: An Overview , 2010, Journal of Neuroimmune Pharmacology.

[9]  Paul C Ho,et al.  Development and validation of a gas chromatography/mass spectrometry metabonomic platform for the global profiling of urinary metabolites. , 2008, Rapid communications in mass spectrometry : RCM.

[10]  P G Lokhov,et al.  Mass spectrometry methods in metabolomics , 2009, Biomeditsinskaia khimiia.

[11]  J. Mazzeo,et al.  Ultra-performance liquid chromatography technology and applications. , 2010, Advances in chromatography.

[12]  P. Solich,et al.  Advantages of application of UPLC in pharmaceutical analysis. , 2006, Talanta.

[13]  C. Junot,et al.  Direct introduction of biological samples into a LTQ-Orbitrap hybrid mass spectrometer as a tool for fast metabolome analysis. , 2008, Analytical chemistry.

[14]  Michael Vogeser,et al.  A decade of HPLC-MS/MS in the routine clinical laboratory--goals for further developments. , 2008, Clinical biochemistry.

[15]  T. Hankemeier,et al.  Metabolic profiling of ultrasmall sample volumes with GC/MS: from microliter to nanoliter samples. , 2010, Analytical chemistry.

[16]  Elaine Holmes,et al.  Metabonomic applications in toxicity screening and disease diagnosis. , 2002, Current topics in medicinal chemistry.

[17]  U. Ceglarek,et al.  Challenges and developments in tandem mass spectrometry based clinical metabolomics , 2009, Molecular and Cellular Endocrinology.

[18]  G. V. Van Berkel,et al.  Fully automated liquid extraction-based surface sampling and ionization using a chip-based robotic nanoelectrospray platform. , 2010, Journal of mass spectrometry : JMS.

[19]  Michael Karas,et al.  Nanoelectrospray—More than just a minimized-flow electrospray ionization source , 1999, Journal of the American Society for Mass Spectrometry.

[20]  F. David,et al.  Creating a fatty acid methyl ester database for lipid profiling in a single drop of human blood using high resolution capillary gas chromatography and mass spectrometry. , 2008, Journal of chromatography. A.

[21]  Xin Lu,et al.  LC-MS-based metabonomics analysis. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[22]  G. V. Van Berkel,et al.  Application of a liquid extraction based sealing surface sampling probe for mass spectrometric analysis of dried blood spots and mouse whole-body thin tissue sections. , 2009, Analytical chemistry.

[23]  M. Reily,et al.  In vivo toxicity screening programs using metabonomics. , 2002, Combinatorial chemistry & high throughput screening.

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

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

[26]  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.

[27]  Eiichiro Fukusaki,et al.  High throughput and exhaustive analysis of diverse lipids by using supercritical fluid chromatography-mass spectrometry for metabolomics. , 2008, Journal of bioscience and bioengineering.

[28]  Michael E. Swartz,et al.  UPLC™: An Introduction and Review , 2005 .

[29]  Götz Schlotterbeck,et al.  Application of metabonomics in a compound ranking study in early drug development revealing drug-induced excretion of choline into urine. , 2006, Chemical research in toxicology.

[30]  D. Wishart,et al.  The human cerebrospinal fluid metabolome. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[31]  Ian D Wilson,et al.  Hydrophilic interaction chromatography coupled to MS for metabonomic/metabolomic studies. , 2010, Journal of separation science.

[32]  C. Beecher,et al.  The Human Metabolome , 2003 .

[33]  Oliver Fiehn,et al.  Seven Golden Rules for heuristic filtering of molecular formulas obtained by accurate mass spectrometry , 2007, BMC Bioinformatics.

[34]  I. Wilson,et al.  Metabolite profiles from dried biofluid spots for metabonomic studies using UPLC combined with oaToF-MS. , 2010, Journal of proteome research.

[35]  Tony W. T. Bristow,et al.  The application of gas chromatography/atmospheric pressure chemical ionisation time-of-flight mass spectrometry to impurity identification in Pharmaceutical Development. , 2010, Rapid communications in mass spectrometry : RCM.

[36]  T. Veenstra,et al.  Utility of separation science in metabolomic studies. , 2008, Journal of separation science.

[37]  I. García-Pérez,et al.  Metabolic fingerprinting with capillary electrophoresis. , 2008, Journal of chromatography. A.

[38]  Christoph Krafft,et al.  Characterization of lipid extracts from brain tissue and tumors using Raman spectroscopy and mass spectrometry , 2009, Analytical and bioanalytical chemistry.

[39]  Kishore K. Pasikanti,et al.  Gas chromatography/mass spectrometry in metabolic profiling of biological fluids. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[40]  Daniel Amador-Noguez,et al.  Metabolomic analysis via reversed-phase ion-pairing liquid chromatography coupled to a stand alone orbitrap mass spectrometer. , 2010, Analytical chemistry.

[41]  K. Bateman,et al.  Quantitative-qualitative data acquisition using a benchtop orbitrap mass spectrometer , 2009, Journal of the American Society for Mass Spectrometry.

[42]  T. Kooistra,et al.  Quantitative profiling of bile acids in biofluids and tissues based on accurate mass high resolution LC-FT-MS: compound class targeting in a metabolomics workflow. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[43]  W. Griffiths Metabolomics, Metabonomics and Metabolite Profiling , 2007 .

[44]  Masanori Arita,et al.  What can metabolomics learn from genomics and proteomics? , 2009, Current opinion in biotechnology.

[45]  Johan Trygg,et al.  Chemometrics in metabonomics. , 2007, Journal of proteome research.

[46]  A. Seymour,et al.  High-throughput and multiplexed LC/MS/MRM method for targeted metabolomics. , 2010, Analytical chemistry.

[47]  A. Dominiczak,et al.  Capillary electrophoresis-mass spectrometry as a powerful tool in biomarker discovery and clinical diagnosis: an update of recent developments. , 2009, Mass spectrometry reviews.

[48]  R. Goodacre,et al.  Metabolic Profiling: Its Role in Biomarker Discovery and Gene Function Analysis , 2003, Springer US.

[49]  B. Hammock,et al.  Mass spectrometry-based metabolomics. , 2007, Mass spectrometry reviews.

[50]  Elaine Holmes,et al.  Metabonomics: systems biology in pharmaceutical research and development. , 2004, Current opinion in molecular therapeutics.

[51]  Johan Trygg,et al.  Evaluation of a protocol for metabolic profiling studies on human blood plasma by combined ultra-performance liquid chromatography/mass spectrometry: From extraction to data analysis. , 2008, Analytical biochemistry.

[52]  Scott M Turner,et al.  Emerging applications of kinetic biomarkers in preclinical and clinical drug development. , 2005, Current opinion in drug discovery & development.

[53]  R. Caprioli,et al.  Detection of pre-neoplastic and neoplastic prostate disease by MALDI profiling of urine. , 2007, Biochemical and biophysical research communications.

[54]  Oliver Fiehn,et al.  Metabolomic database annotations via query of elemental compositions: Mass accuracy is insufficient even at less than 1 ppm , 2006, BMC Bioinformatics.

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

[56]  T Koal,et al.  Challenges in mass spectrometry based targeted metabolomics. , 2010, Current molecular medicine.

[57]  Gwang Lee,et al.  Target metabolic profiling analysis of free amino acids in plasma as EOC/TBDMS derivatives by GC-SIM-MS. , 2008, Biomedical chromatography : BMC.

[58]  Tomoyoshi Soga,et al.  Metabolome analysis by capillary electrophoresis-mass spectrometry. , 2007, Journal of chromatography. A.

[59]  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.

[60]  Karl-Heinz Ott,et al.  Modulation of ascorbic acid metabolism by cytochrome P450 induction revealed by metabonomics and transcriptional profiling , 2009, Magnetic resonance in chemistry : MRC.

[61]  D. Schomburg,et al.  GC–MS libraries for the rapid identification of metabolites in complex biological samples , 2005, FEBS letters.

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

[63]  Christophe Junot,et al.  Mass spectrometry for the identification of the discriminating signals from metabolomics: current status and future trends. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[64]  Jørn Smedsgaard,et al.  Automated work-flow for processing high-resolution direct infusion electrospray ionization mass spectral fingerprints , 2007, Metabolomics.

[65]  Comparison of inert supports in laser desorption/ionization mass spectrometry of peptides: pencil lead, porous silica gel, DIOS-chip and NALDI target. , 2009, Rapid communications in mass spectrometry : RCM.

[66]  O. Fiehn,et al.  FiehnLib: mass spectral and retention index libraries for metabolomics based on quadrupole and time-of-flight gas chromatography/mass spectrometry. , 2009, Analytical chemistry.

[67]  R. Cooks,et al.  Mass Spectrometry Sampling Under Ambient Conditions with Desorption Electrospray Ionization , 2004, Science.

[68]  Oliver Fiehn,et al.  Combining Genomics, Metabolome Analysis, and Biochemical Modelling to Understand Metabolic Networks , 2001, Comparative and functional genomics.

[69]  M. Barfield,et al.  Dried blood spots as a sample collection technique for the determination of pharmacokinetics in clinical studies: considerations for the validation of a quantitative bioanalytical method. , 2009, Analytical chemistry.

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

[71]  H. Wariishi,et al.  Highly sensitive matrix-assisted laser desorption ionization-mass spectrometry for high-throughput metabolic profiling. , 2010, Analytical chemistry.

[72]  Donald G Robertson,et al.  Metabonomics in pharmaceutical discovery and development. , 2007, Journal of proteome research.

[73]  Albert Koulman,et al.  RAPID COMMUNICATIONS IN MASS SPECTROMETRY Rapid Commun. Mass Spectrom. 2009; 23: 1411–1418 , 2022 .

[74]  John L Markley,et al.  Metabolite identification via the Madison Metabolomics Consortium Database , 2008, Nature Biotechnology.

[75]  Yuqin Wang,et al.  Targeted metabolomics for biomarker discovery. , 2010, Angewandte Chemie.

[76]  Warwick B Dunn,et al.  Current trends and future requirements for the mass spectrometric investigation of microbial, mammalian and plant metabolomes , 2008, Physical biology.

[77]  Hans-Werner Mewes,et al.  Bioinformatics analysis of targeted metabolomics--uncovering old and new tales of diabetic mice under medication. , 2008, Endocrinology.

[78]  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.

[79]  A. Grange,et al.  Determination of ion and neutral loss compositions and deconvolution of product ion mass spectra using an orthogonal acceleration time-of-flight mass spectrometer and an ion correlation program. , 2006, Rapid communications in mass spectrometry : RCM.

[80]  M. Wenk The emerging field of lipidomics , 2005, Nature Reviews Drug Discovery.

[81]  Claude C. Grigsby,et al.  Metabolite differentiation and discovery lab (MeDDL): a new tool for biomarker discovery and mass spectral visualization. , 2010, Analytical chemistry.

[82]  Rainer Spang,et al.  Integrative normalization and comparative analysis for metabolic fingerprinting by comprehensive two-dimensional gas chromatography-time-of-flight mass spectrometry. , 2009, Analytical chemistry.

[83]  Akira Oikawa,et al.  Assessment of Metabolome Annotation Quality: A Method for Evaluating the False Discovery Rate of Elemental Composition Searches , 2009, PloS one.

[84]  Emilie Duval,et al.  High-throughput, nontargeted metabolite fingerprinting using nominal mass flow injection electrospray mass spectrometry , 2008, Nature Protocols.

[85]  R. Bino,et al.  Metabolomics technologies and metabolite identification , 2007 .

[86]  Jun Zhang,et al.  Historical review of sample preparation for chromatographic bioanalysis: pros and cons , 2007 .

[87]  Johan Trygg,et al.  High-throughput data analysis for detecting and identifying differences between samples in GC/MS-based metabolomic analyses. , 2005, Analytical chemistry.

[88]  S. Gatzek,et al.  Controlled protein precipitation in combination with chip-based nanospray infusion mass spectrometry. An approach for metabolomics profiling of plasma. , 2005, Analytical chemistry.

[89]  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.

[90]  Donald G Robertson,et al.  Metabonomics in preclinical drug development , 2005, Expert opinion on drug metabolism & toxicology.

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

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

[93]  Peer Bork,et al.  KEGG Atlas mapping for global analysis of metabolic pathways , 2008, Nucleic Acids Res..

[94]  Roy Macarthur,et al.  Generic approach to validation of small-molecule LC-MS/MS biomarker assays. , 2009, Bioanalysis.

[95]  Ethan Y Xu,et al.  Metabolomics in pharmaceutical research and development: metabolites, mechanisms and pathways. , 2009, Current opinion in drug discovery & development.

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

[97]  Hector C. Keun,et al.  Ultra performance liquid chromatography-mass spectrometry profiling of bile acid metabolites in biofluids: application to experimental toxicology studies. , 2010, Analytical chemistry.

[98]  A. Tonelli,et al.  Biomarkers, metabonomics, and drug development: Can inborn errors of metabolism help in understanding drug toxicity? , 2007, The AAPS Journal.

[99]  Oliver Fiehn,et al.  Extending the breadth of metabolite profiling by gas chromatography coupled to mass spectrometry. , 2008, Trends in analytical chemistry : TRAC.

[100]  I. Wilson,et al.  Understanding 'Global' Systems Biology: Metabonomics and the Continuum of Metabolism , 2003, Nature Reviews Drug Discovery.

[101]  D. Kell,et al.  Metabolic profiling of serum using Ultra Performance Liquid Chromatography and the LTQ-Orbitrap mass spectrometry system. , 2008, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[102]  Jennifer H Granger,et al.  A rapid screening approach to metabonomics using UPLC and oa-TOF mass spectrometry: application to age, gender and diurnal variation in normal/Zucker obese rats and black, white and nude mice. , 2005, The Analyst.