Mass appeal: metabolite identification in mass spectrometry-focused untargeted metabolomics View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2013-03

AUTHORS

Warwick B. Dunn, Alexander Erban, Ralf J. M. Weber, Darren J. Creek, Marie Brown, Rainer Breitling, Thomas Hankemeier, Royston Goodacre, Steffen Neumann, Joachim Kopka, Mark R. Viant

ABSTRACT

Metabolomics has advanced significantly in the past 10 years with important developments related to hardware, software and methodologies and an increasing complexity of applications. In discovery-based investigations, applying untargeted analytical methods, thousands of metabolites can be detected with no or limited prior knowledge of the metabolite composition of samples. In these cases, metabolite identification is required following data acquisition and processing. Currently, the process of metabolite identification in untargeted metabolomic studies is a significant bottleneck in deriving biological knowledge from metabolomic studies. In this review we highlight the different traditional and emerging tools and strategies applied to identify subsets of metabolites detected in untargeted metabolomic studies applying various mass spectrometry platforms. We indicate the workflows which are routinely applied and highlight the current limitations which need to be overcome to provide efficient, accurate and robust identification of metabolites in untargeted metabolomic studies. These workflows apply to the identification of metabolites, for which the structure can be assigned based on entries in databases, and for those which are not yet stored in databases and which require a de novo structure elucidation. More... »

PAGES

44-66

References to SciGraph publications

  • 2005-03. Comprehensive two-dimensional gas chromatography–time-of-flight mass spectrometry (GC × GC-TOF) for high resolution metabolomics: biomarker discovery on spleen tissue extracts of obese NZO compared to lean C57BL/6 mice in METABOLOMICS
  • 2009-11. Spectral accuracy of molecular ions in an LTQ/Orbitrap mass spectrometer and implications for elemental composition determination in JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
  • 2007-12. Seven Golden Rules for heuristic filtering of molecular formulas obtained by accurate mass spectrometry in BMC BIOINFORMATICS
  • 2010-12. Advances in structure elucidation of small molecules using mass spectrometry in BIOANALYTICAL REVIEWS
  • 2010-10. Analytical platform for metabolome analysis of microbial cells using methyl chloroformate derivatization followed by gas chromatography–mass spectrometry in NATURE PROTOCOLS
  • 2009-03. Determination of ion structures in structurally related compounds using precursor ion fingerprinting in JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
  • 2000-11. Metabolite profiling for plant functional genomics in NATURE BIOTECHNOLOGY
  • 2006-12. Metabolomic database annotations via query of elemental compositions: Mass accuracy is insufficient even at less than 1 ppm in BMC BIOINFORMATICS
  • 2006-12. Isotope pattern evaluation for the reduction of elemental compositions assigned to high-resolution mass spectral data from electrospray ionization fourier transform ion cyclotron resonance mass spectrometry in JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
  • 2010-12. In silico fragmentation for computer assisted identification of metabolite mass spectra in BMC BIOINFORMATICS
  • 2008-03. High-throughput, nontargeted metabolite fingerprinting using nominal mass flow injection electrospray mass spectrometry in NATURE PROTOCOLS
  • 2007-09. Proposed minimum reporting standards for chemical analysis in METABOLOMICS
  • 2008-10. A consensus yeast metabolic network reconstruction obtained from a community approach to systems biology in NATURE BIOTECHNOLOGY
  • 2011-07. Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry in NATURE PROTOCOLS
  • 2011-09. Localization of Fatty Acyl and Double Bond Positions in Phosphatidylcholines Using a Dual Stage CID Fragmentation Coupled with Ion Mobility Mass Spectrometry in JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
  • 2010-06. Decision tree supported substructure prediction of metabolites from GC-MS profiles in METABOLOMICS
  • 2007-04. Untargeted large-scale plant metabolomics using liquid chromatography coupled to mass spectrometry in NATURE PROTOCOLS
  • 2000-11. Formation and decompositions of chloride adduct ions, [M + Cl]−, in negative ion electrospray ionization mass spectrometry in JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
  • 2006-09. Ab initio prediction of metabolic networks using Fourier transform mass spectrometry data in METABOLOMICS
  • 2007-09. Metabolomics standards initiative: ontology working group work in progress in METABOLOMICS
  • 2006-06. Gas chromatography mass spectrometry–based metabolite profiling in plants in NATURE PROTOCOLS
  • 2008-03. Assignment of MS-based metabolomic datasets via compound interaction pair mapping in METABOLOMICS
  • 2002-01. Metabolomics – the link between genotypes and phenotypes in PLANT MOLECULAR BIOLOGY
  • 1999-11. Automated data massaging, interpretation, and e-mailing modules for high throughput open access mass spectrometry in JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
  • 2013-03. Nearline acquisition and processing of liquid chromatography-tandem mass spectrometry data in METABOLOMICS
  • 2009-12. Metabolite signal identification in accurate mass metabolomics data with MZedDB, an interactive m/z annotation tool utilising predicted ionisation behaviour 'rules' in BMC BIOINFORMATICS
  • 2009-03. A new approach to toxicity testing in Daphnia magna: application of high throughput FT-ICR mass spectrometry metabolomics in METABOLOMICS
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s11306-012-0434-4

    DOI

    http://dx.doi.org/10.1007/s11306-012-0434-4

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1002880572


    Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
    Incoming Citations Browse incoming citations for this publication using opencitations.net

    JSON-LD is the canonical representation for SciGraph data.

    TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

    [
      {
        "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
        "about": [
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/0301", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Analytical Chemistry", 
            "type": "DefinedTerm"
          }, 
          {
            "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/03", 
            "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
            "name": "Chemical Sciences", 
            "type": "DefinedTerm"
          }
        ], 
        "author": [
          {
            "affiliation": {
              "alternateName": "University of Manchester", 
              "id": "https://www.grid.ac/institutes/grid.5379.8", 
              "name": [
                "Centre for Advanced Discovery & Experimental Therapeutics (CADET), Central Manchester NHS Foundation Trust, Manchester Academic Health Sciences Centre, University of Manchester, York Place, Oxford Road, M13 9WL, Manchester, UK", 
                "School of Biomedicine, University of Manchester, Oxford Road, M13 9PL, Manchester, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Dunn", 
            "givenName": "Warwick B.", 
            "id": "sg:person.01042634342.49", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01042634342.49"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Max Planck Institute for Molecular Plant Physiology", 
              "id": "https://www.grid.ac/institutes/grid.418390.7", 
              "name": [
                "Max Planck Institute for Molecular Plant Physiology (MPIMP), Potsdam-Golm, Germany"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Erban", 
            "givenName": "Alexander", 
            "id": "sg:person.01353252733.38", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01353252733.38"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Birmingham", 
              "id": "https://www.grid.ac/institutes/grid.6572.6", 
              "name": [
                "Centre for Systems Biology, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK", 
                "School of Biosciences, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Weber", 
            "givenName": "Ralf J. M.", 
            "id": "sg:person.014671172572.86", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014671172572.86"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Melbourne", 
              "id": "https://www.grid.ac/institutes/grid.1008.9", 
              "name": [
                "Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK", 
                "Department of Biochemistry and Molecular Biology, University of Melbourne, Parkville, VIC, Australia"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Creek", 
            "givenName": "Darren J.", 
            "id": "sg:person.01043335635.83", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01043335635.83"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Manchester", 
              "id": "https://www.grid.ac/institutes/grid.5379.8", 
              "name": [
                "Centre for Advanced Discovery & Experimental Therapeutics (CADET), Central Manchester NHS Foundation Trust, Manchester Academic Health Sciences Centre, University of Manchester, York Place, Oxford Road, M13 9WL, Manchester, UK", 
                "School of Biomedicine, University of Manchester, Oxford Road, M13 9PL, Manchester, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Brown", 
            "givenName": "Marie", 
            "id": "sg:person.01016430011.14", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01016430011.14"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Groningen", 
              "id": "https://www.grid.ac/institutes/grid.4830.f", 
              "name": [
                "Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK", 
                "Groningen Bioinformatics Centre, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Breitling", 
            "givenName": "Rainer", 
            "id": "sg:person.0625040262.83", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0625040262.83"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Leiden University", 
              "id": "https://www.grid.ac/institutes/grid.5132.5", 
              "name": [
                "Division of Analytical Biosciences, LACDR, Leiden University, P.O. Box 9502, 2300 RA, Leiden, The Netherlands", 
                "Netherlands Metabolomics Centre, LACDR, Leiden University, P.O. Box 9502, 2300 RA, Leiden, The Netherlands"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Hankemeier", 
            "givenName": "Thomas", 
            "id": "sg:person.01042162625.66", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01042162625.66"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Manchester", 
              "id": "https://www.grid.ac/institutes/grid.5379.8", 
              "name": [
                "Manchester Centre for Integrative Systems Biology, University of Manchester, 131 Princess Street, M1 7DN, Manchester, UK", 
                "School of Chemistry, Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, M1 7DN, Manchester, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Goodacre", 
            "givenName": "Royston", 
            "id": "sg:person.01007611374.40", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01007611374.40"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Leibniz Institute of Plant Biochemistry", 
              "id": "https://www.grid.ac/institutes/grid.425084.f", 
              "name": [
                "Department of Stress and Developmental Biology, Leibniz Institute of Plant Biochemistry, 06120, Halle, Germany"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Neumann", 
            "givenName": "Steffen", 
            "id": "sg:person.01050771746.28", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01050771746.28"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "Max Planck Institute for Molecular Plant Physiology", 
              "id": "https://www.grid.ac/institutes/grid.418390.7", 
              "name": [
                "Max Planck Institute for Molecular Plant Physiology (MPIMP), Potsdam-Golm, Germany"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Kopka", 
            "givenName": "Joachim", 
            "id": "sg:person.0633132075.84", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0633132075.84"
            ], 
            "type": "Person"
          }, 
          {
            "affiliation": {
              "alternateName": "University of Birmingham", 
              "id": "https://www.grid.ac/institutes/grid.6572.6", 
              "name": [
                "Centre for Systems Biology, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK", 
                "School of Biosciences, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK"
              ], 
              "type": "Organization"
            }, 
            "familyName": "Viant", 
            "givenName": "Mark R.", 
            "id": "sg:person.01140655554.38", 
            "sameAs": [
              "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01140655554.38"
            ], 
            "type": "Person"
          }
        ], 
        "citation": [
          {
            "id": "https://doi.org/10.1021/ac900979e", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000145130"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac900979e", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000145130"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.ab.2007.07.022", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1000600356"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.placenta.2009.08.008", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1001301264"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/27.1.29", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1001521131"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/bioinformatics/bti236", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1001697980"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/rcm.2550", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1002672303"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/bioinformatics/btp056", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1004035785"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/jms.1777", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1004783500"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/jms.1777", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1004783500"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1088/1478-3975/5/1/011001", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005107377"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/bioinformatics/btr079", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005291886"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1016/j.jasms.2006.07.022", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005437558", 
              "https://doi.org/10.1016/j.jasms.2006.07.022"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1016/j.jasms.2006.07.022", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005437558", 
              "https://doi.org/10.1016/j.jasms.2006.07.022"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.tibtech.2006.10.006", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005514513"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0021-9673(02)01732-6", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005992172"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0021-9673(02)01732-6", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1005992172"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/mas.20108", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006284264"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.jchromb.2008.04.042", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1006940200"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1038/msb.2009.60", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007054550"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1038/msb.2009.60", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1007054550"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/(sici)1097-0231(19990530)13:10<886::aid-rcm577>3.0.co;2-b", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1008368956"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/(sici)1097-0231(19990530)13:10<886::aid-rcm577>3.0.co;2-b", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1008368956"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac800548g", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009369290"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac800548g", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009369290"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s13361-011-0172-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1009937479", 
              "https://doi.org/10.1007/s13361-011-0172-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-10-227", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010131855", 
              "https://doi.org/10.1186/1471-2105-10-227"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-10-227", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010131855", 
              "https://doi.org/10.1186/1471-2105-10-227"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.jbiosc.2010.12.020", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010271946"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0021-9673(00)95238-5", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1010910331"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/pmic.200800314", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012110829"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/bioinformatics/bts069", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1012308907"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pone.0016278", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013373718"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/gkp896", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013384337"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.0914833107", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1013988051"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1105/tpc.111.086272", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1014300673"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/bioinformatics/btr409", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1014617454"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.tim.2011.05.004", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015130898"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nprot.2011.335", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1015396743", 
              "https://doi.org/10.1038/nprot.2011.335"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1104/pp.105.068130", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016214779"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1371/journal.pone.0007490", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016293465"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1046/j.1365-313x.2000.00774.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016542409"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1039/b901179j", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016598006"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1039/b901179j", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016598006"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nprot.2007.500", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1016814601", 
              "https://doi.org/10.1038/nprot.2007.500"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1365-313x.2010.04323.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018057810"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1365-313x.2010.04323.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018057810"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0031-9422(02)00703-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018306278"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1074/jbc.r111.238691", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018486578"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1042/bst0341241", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018895086"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1042/bst0341241", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1018895086"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.jchromb.2007.10.022", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1020425965"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0021-9673(03)00356-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1020433627"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0021-9673(03)00356-x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1020433627"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2006137", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1020506864"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2006137", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1020506864"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1039/b906712b", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1021976002"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/gkl838", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022131184"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-8-105", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1022661426", 
              "https://doi.org/10.1186/1471-2105-8-105"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-007-0082-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023480149", 
              "https://doi.org/10.1007/s11306-007-0082-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2000994", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023867987"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2000994", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023867987"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac202450g", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1023979956"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1016/s1044-0305(99)00090-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025038717", 
              "https://doi.org/10.1016/s1044-0305(99)00090-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1073/pnas.0812874106", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1025853496"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/rcm.2177", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026862069"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/rcm.2177", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026862069"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s12566-010-0015-9", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026937003", 
              "https://doi.org/10.1007/s12566-010-0015-9"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s12566-010-0015-9", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1026937003", 
              "https://doi.org/10.1007/s12566-010-0015-9"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-010-0198-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027746322", 
              "https://doi.org/10.1007/s11306-010-0198-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-010-0198-7", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027746322", 
              "https://doi.org/10.1007/s11306-010-0198-7"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1105/tpc.13.1.11", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027776430"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1023/a:1013713905833", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027843923", 
              "https://doi.org/10.1023/a:1013713905833"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac061391o", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027920331"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac061391o", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1027920331"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-007-0069-z", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1028640196", 
              "https://doi.org/10.1007/s11306-007-0069-z"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nbt1492", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029143382", 
              "https://doi.org/10.1038/nbt1492"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nprot.2007.95", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029308877", 
              "https://doi.org/10.1038/nprot.2007.95"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nprot.2007.95", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029308877", 
              "https://doi.org/10.1038/nprot.2007.95"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.chroma.2010.10.027", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1029890634"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/elps.200800512", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1030804034"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1039/b805354e", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031149559"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac061949s", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031361737"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac061949s", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031361737"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.phytochem.2007.03.026", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031386867"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.jbiotec.2005.12.012", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1031401397"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1016/j.jasms.2009.07.014", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032349978", 
              "https://doi.org/10.1016/j.jasms.2009.07.014"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1084/jem.20081800", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1032823615"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1016/j.jasms.2008.10.017", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033001739", 
              "https://doi.org/10.1016/j.jasms.2008.10.017"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.chemolab.2010.04.010", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033079927"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1017/s0007114511001164", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033604826"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac062446p", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033780872"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac062446p", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1033780872"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-008-0133-3", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034002251", 
              "https://doi.org/10.1007/s11306-008-0133-3"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1039/an9881301261", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034103228"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-007-0096-9", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1034885525", 
              "https://doi.org/10.1007/s11306-007-0096-9"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/gkj067", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1035890801"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nprot.2006.59", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1036460337", 
              "https://doi.org/10.1038/nprot.2006.59"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nprot.2006.59", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1036460337", 
              "https://doi.org/10.1038/nprot.2006.59"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/pr034020m", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1036577967"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/gkn810", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1036882549"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1104/pp.104.054957", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1036882630"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1161/hypertensionaha.110.157297", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037478525"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1161/hypertensionaha.110.157297", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037478525"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-005-1108-2", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037718367", 
              "https://doi.org/10.1007/s11306-005-1108-2"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1016/s1044-0305(00)00164-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1037942081", 
              "https://doi.org/10.1016/s1044-0305(00)00164-1"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/nar/gkm900", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1038401295"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/yea.1499", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1040595410"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/1615-9314(20020801)25:12<759::aid-jssc760>3.0.co;2-m", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1041311483"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/aje/kwr292", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1041846889"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1111/j.1365-313x.2008.03434.x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1043037654"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.4155/bio.11.155", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1043837950"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/81137", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1045090002", 
              "https://doi.org/10.1038/81137"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/81137", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1045090002", 
              "https://doi.org/10.1038/81137"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1074/mcp.m111.015974", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1045113652"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/bioinformatics/btn642", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1045140272"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-7-234", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1045172077", 
              "https://doi.org/10.1186/1471-2105-7-234"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.trac.2008.01.008", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1045367167"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/s0003-2670(00)83950-1", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047246679"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/cfg.82", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1047367955"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.tibtech.2004.12.001", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048048744"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-11-148", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048363616", 
              "https://doi.org/10.1186/1471-2105-11-148"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1186/1471-2105-11-148", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048363616", 
              "https://doi.org/10.1186/1471-2105-11-148"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/rcm.3701", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1048397387"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1016/j.febslet.2005.01.029", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049021709"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-012-0401-0", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049344480", 
              "https://doi.org/10.1007/s11306-012-0401-0"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1038/nprot.2010.108", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1049813645", 
              "https://doi.org/10.1038/nprot.2010.108"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/rcm.4612", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050114223"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1002/rcm.4612", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1050114223"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1104/pp.109.141481", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1051403473"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "sg:pub.10.1007/s11306-006-0029-z", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1052572666", 
              "https://doi.org/10.1007/s11306-006-0029-z"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ci200542m", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1053420190"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac048950g", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1054996328"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac048950g", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1054996328"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac100271j", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055000150"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac100271j", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055000150"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac102523q", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001015"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac102523q", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001015"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac102546x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001025"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac102546x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001025"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac102574h", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001036"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac102574h", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001036"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2001803", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001389"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2001803", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001389"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac201195d", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001745"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac201195d", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001745"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac201267k", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001771"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac201267k", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001771"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac201719d", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001930"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac201719d", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055001930"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2021823", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055002098"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac2021823", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055002098"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac203471y", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055002553"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac8007847", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055070065"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac8007847", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055070065"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac801075m", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055070206"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac801075m", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055070206"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac8014627", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055070370"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac8014627", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055070370"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac901495a", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055071573"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac901495a", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055071573"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac9019522", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055071766"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac9019522", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055071766"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac902931x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055072164"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac902931x", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055072164"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac991142i", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055077469"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/ac991142i", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055077469"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/es901675w", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055516642"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/es901675w", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1055516642"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/pr100265g", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1056292066"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/pr100684t", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1056292245"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1021/pr800828p", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1056294647"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1080/10826070903574352", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1058373650"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1126/science.2675315", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1062549952"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1255/ejms.527", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064520224"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1255/ejms.527", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1064520224"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.1093/jn/137.1.259s", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1077340047"
            ], 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://app.dimensions.ai/details/publication/pub.1077833362", 
            "type": "CreativeWork"
          }, 
          {
            "id": "https://doi.org/10.2390/biecoll-jib-2011-157", 
            "sameAs": [
              "https://app.dimensions.ai/details/publication/pub.1078419754"
            ], 
            "type": "CreativeWork"
          }
        ], 
        "datePublished": "2013-03", 
        "datePublishedReg": "2013-03-01", 
        "description": "Metabolomics has advanced significantly in the past 10 years with important developments related to hardware, software and methodologies and an increasing complexity of applications. In discovery-based investigations, applying untargeted analytical methods, thousands of metabolites can be detected with no or limited prior knowledge of the metabolite composition of samples. In these cases, metabolite identification is required following data acquisition and processing. Currently, the process of metabolite identification in untargeted metabolomic studies is a significant bottleneck in deriving biological knowledge from metabolomic studies. In this review we highlight the different traditional and emerging tools and strategies applied to identify subsets of metabolites detected in untargeted metabolomic studies applying various mass spectrometry platforms. We indicate the workflows which are routinely applied and highlight the current limitations which need to be overcome to provide efficient, accurate and robust identification of metabolites in untargeted metabolomic studies. These workflows apply to the identification of metabolites, for which the structure can be assigned based on entries in databases, and for those which are not yet stored in databases and which require a de novo structure elucidation.", 
        "genre": "research_article", 
        "id": "sg:pub.10.1007/s11306-012-0434-4", 
        "inLanguage": [
          "en"
        ], 
        "isAccessibleForFree": true, 
        "isFundedItemOf": [
          {
            "id": "sg:grant.2758011", 
            "type": "MonetaryGrant"
          }
        ], 
        "isPartOf": [
          {
            "id": "sg:journal.1036887", 
            "issn": [
              "1573-3882", 
              "1573-3890"
            ], 
            "name": "Metabolomics", 
            "type": "Periodical"
          }, 
          {
            "issueNumber": "Suppl 1", 
            "type": "PublicationIssue"
          }, 
          {
            "type": "PublicationVolume", 
            "volumeNumber": "9"
          }
        ], 
        "name": "Mass appeal: metabolite identification in mass spectrometry-focused untargeted metabolomics", 
        "pagination": "44-66", 
        "productId": [
          {
            "name": "readcube_id", 
            "type": "PropertyValue", 
            "value": [
              "0db7c9b22eb20d070f9242b7c1e245b90ab035c3c8bdd0d4554115a644aa9c6c"
            ]
          }, 
          {
            "name": "doi", 
            "type": "PropertyValue", 
            "value": [
              "10.1007/s11306-012-0434-4"
            ]
          }, 
          {
            "name": "dimensions_id", 
            "type": "PropertyValue", 
            "value": [
              "pub.1002880572"
            ]
          }
        ], 
        "sameAs": [
          "https://doi.org/10.1007/s11306-012-0434-4", 
          "https://app.dimensions.ai/details/publication/pub.1002880572"
        ], 
        "sdDataset": "articles", 
        "sdDatePublished": "2019-04-10T16:44", 
        "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
        "sdPublisher": {
          "name": "Springer Nature - SN SciGraph project", 
          "type": "Organization"
        }, 
        "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000001_0000000264/records_8669_00000520.jsonl", 
        "type": "ScholarlyArticle", 
        "url": "http://link.springer.com/10.1007%2Fs11306-012-0434-4"
      }
    ]
     

    Download the RDF metadata as:  json-ld nt turtle xml License info

    HOW TO GET THIS DATA PROGRAMMATICALLY:

    JSON-LD is a popular format for linked data which is fully compatible with JSON.

    curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/s11306-012-0434-4'

    N-Triples is a line-based linked data format ideal for batch operations.

    curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/s11306-012-0434-4'

    Turtle is a human-readable linked data format.

    curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/s11306-012-0434-4'

    RDF/XML is a standard XML format for linked data.

    curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/s11306-012-0434-4'


     

    This table displays all metadata directly associated to this object as RDF triples.

    586 TRIPLES      21 PREDICATES      161 URIs      19 LITERALS      7 BLANK NODES

    Subject Predicate Object
    1 sg:pub.10.1007/s11306-012-0434-4 schema:about anzsrc-for:03
    2 anzsrc-for:0301
    3 schema:author Nb80558cdaae549fc863659f5e3989c11
    4 schema:citation sg:pub.10.1007/s11306-005-1108-2
    5 sg:pub.10.1007/s11306-006-0029-z
    6 sg:pub.10.1007/s11306-007-0069-z
    7 sg:pub.10.1007/s11306-007-0082-2
    8 sg:pub.10.1007/s11306-007-0096-9
    9 sg:pub.10.1007/s11306-008-0133-3
    10 sg:pub.10.1007/s11306-010-0198-7
    11 sg:pub.10.1007/s11306-012-0401-0
    12 sg:pub.10.1007/s12566-010-0015-9
    13 sg:pub.10.1007/s13361-011-0172-2
    14 sg:pub.10.1016/j.jasms.2006.07.022
    15 sg:pub.10.1016/j.jasms.2008.10.017
    16 sg:pub.10.1016/j.jasms.2009.07.014
    17 sg:pub.10.1016/s1044-0305(00)00164-1
    18 sg:pub.10.1016/s1044-0305(99)00090-2
    19 sg:pub.10.1023/a:1013713905833
    20 sg:pub.10.1038/81137
    21 sg:pub.10.1038/nbt1492
    22 sg:pub.10.1038/nprot.2006.59
    23 sg:pub.10.1038/nprot.2007.500
    24 sg:pub.10.1038/nprot.2007.95
    25 sg:pub.10.1038/nprot.2010.108
    26 sg:pub.10.1038/nprot.2011.335
    27 sg:pub.10.1186/1471-2105-10-227
    28 sg:pub.10.1186/1471-2105-11-148
    29 sg:pub.10.1186/1471-2105-7-234
    30 sg:pub.10.1186/1471-2105-8-105
    31 https://app.dimensions.ai/details/publication/pub.1077833362
    32 https://doi.org/10.1002/(sici)1097-0231(19990530)13:10<886::aid-rcm577>3.0.co;2-b
    33 https://doi.org/10.1002/1615-9314(20020801)25:12<759::aid-jssc760>3.0.co;2-m
    34 https://doi.org/10.1002/cfg.82
    35 https://doi.org/10.1002/elps.200800512
    36 https://doi.org/10.1002/jms.1777
    37 https://doi.org/10.1002/mas.20108
    38 https://doi.org/10.1002/pmic.200800314
    39 https://doi.org/10.1002/rcm.2177
    40 https://doi.org/10.1002/rcm.2550
    41 https://doi.org/10.1002/rcm.3701
    42 https://doi.org/10.1002/rcm.4612
    43 https://doi.org/10.1002/yea.1499
    44 https://doi.org/10.1016/j.ab.2007.07.022
    45 https://doi.org/10.1016/j.chemolab.2010.04.010
    46 https://doi.org/10.1016/j.chroma.2010.10.027
    47 https://doi.org/10.1016/j.febslet.2005.01.029
    48 https://doi.org/10.1016/j.jbiosc.2010.12.020
    49 https://doi.org/10.1016/j.jbiotec.2005.12.012
    50 https://doi.org/10.1016/j.jchromb.2007.10.022
    51 https://doi.org/10.1016/j.jchromb.2008.04.042
    52 https://doi.org/10.1016/j.phytochem.2007.03.026
    53 https://doi.org/10.1016/j.placenta.2009.08.008
    54 https://doi.org/10.1016/j.tibtech.2004.12.001
    55 https://doi.org/10.1016/j.tibtech.2006.10.006
    56 https://doi.org/10.1016/j.tim.2011.05.004
    57 https://doi.org/10.1016/j.trac.2008.01.008
    58 https://doi.org/10.1016/s0003-2670(00)83950-1
    59 https://doi.org/10.1016/s0021-9673(00)95238-5
    60 https://doi.org/10.1016/s0021-9673(02)01732-6
    61 https://doi.org/10.1016/s0021-9673(03)00356-x
    62 https://doi.org/10.1016/s0031-9422(02)00703-3
    63 https://doi.org/10.1017/s0007114511001164
    64 https://doi.org/10.1021/ac048950g
    65 https://doi.org/10.1021/ac061391o
    66 https://doi.org/10.1021/ac061949s
    67 https://doi.org/10.1021/ac062446p
    68 https://doi.org/10.1021/ac100271j
    69 https://doi.org/10.1021/ac102523q
    70 https://doi.org/10.1021/ac102546x
    71 https://doi.org/10.1021/ac102574h
    72 https://doi.org/10.1021/ac2000994
    73 https://doi.org/10.1021/ac2001803
    74 https://doi.org/10.1021/ac2006137
    75 https://doi.org/10.1021/ac201195d
    76 https://doi.org/10.1021/ac201267k
    77 https://doi.org/10.1021/ac201719d
    78 https://doi.org/10.1021/ac2021823
    79 https://doi.org/10.1021/ac202450g
    80 https://doi.org/10.1021/ac203471y
    81 https://doi.org/10.1021/ac800548g
    82 https://doi.org/10.1021/ac8007847
    83 https://doi.org/10.1021/ac801075m
    84 https://doi.org/10.1021/ac8014627
    85 https://doi.org/10.1021/ac900979e
    86 https://doi.org/10.1021/ac901495a
    87 https://doi.org/10.1021/ac9019522
    88 https://doi.org/10.1021/ac902931x
    89 https://doi.org/10.1021/ac991142i
    90 https://doi.org/10.1021/ci200542m
    91 https://doi.org/10.1021/es901675w
    92 https://doi.org/10.1021/pr034020m
    93 https://doi.org/10.1021/pr100265g
    94 https://doi.org/10.1021/pr100684t
    95 https://doi.org/10.1021/pr800828p
    96 https://doi.org/10.1038/msb.2009.60
    97 https://doi.org/10.1039/an9881301261
    98 https://doi.org/10.1039/b805354e
    99 https://doi.org/10.1039/b901179j
    100 https://doi.org/10.1039/b906712b
    101 https://doi.org/10.1042/bst0341241
    102 https://doi.org/10.1046/j.1365-313x.2000.00774.x
    103 https://doi.org/10.1073/pnas.0812874106
    104 https://doi.org/10.1073/pnas.0914833107
    105 https://doi.org/10.1074/jbc.r111.238691
    106 https://doi.org/10.1074/mcp.m111.015974
    107 https://doi.org/10.1080/10826070903574352
    108 https://doi.org/10.1084/jem.20081800
    109 https://doi.org/10.1088/1478-3975/5/1/011001
    110 https://doi.org/10.1093/aje/kwr292
    111 https://doi.org/10.1093/bioinformatics/bti236
    112 https://doi.org/10.1093/bioinformatics/btn642
    113 https://doi.org/10.1093/bioinformatics/btp056
    114 https://doi.org/10.1093/bioinformatics/btr079
    115 https://doi.org/10.1093/bioinformatics/btr409
    116 https://doi.org/10.1093/bioinformatics/bts069
    117 https://doi.org/10.1093/jn/137.1.259s
    118 https://doi.org/10.1093/nar/27.1.29
    119 https://doi.org/10.1093/nar/gkj067
    120 https://doi.org/10.1093/nar/gkl838
    121 https://doi.org/10.1093/nar/gkm900
    122 https://doi.org/10.1093/nar/gkn810
    123 https://doi.org/10.1093/nar/gkp896
    124 https://doi.org/10.1104/pp.104.054957
    125 https://doi.org/10.1104/pp.105.068130
    126 https://doi.org/10.1104/pp.109.141481
    127 https://doi.org/10.1105/tpc.111.086272
    128 https://doi.org/10.1105/tpc.13.1.11
    129 https://doi.org/10.1111/j.1365-313x.2008.03434.x
    130 https://doi.org/10.1111/j.1365-313x.2010.04323.x
    131 https://doi.org/10.1126/science.2675315
    132 https://doi.org/10.1161/hypertensionaha.110.157297
    133 https://doi.org/10.1255/ejms.527
    134 https://doi.org/10.1371/journal.pone.0007490
    135 https://doi.org/10.1371/journal.pone.0016278
    136 https://doi.org/10.2390/biecoll-jib-2011-157
    137 https://doi.org/10.4155/bio.11.155
    138 schema:datePublished 2013-03
    139 schema:datePublishedReg 2013-03-01
    140 schema:description Metabolomics has advanced significantly in the past 10 years with important developments related to hardware, software and methodologies and an increasing complexity of applications. In discovery-based investigations, applying untargeted analytical methods, thousands of metabolites can be detected with no or limited prior knowledge of the metabolite composition of samples. In these cases, metabolite identification is required following data acquisition and processing. Currently, the process of metabolite identification in untargeted metabolomic studies is a significant bottleneck in deriving biological knowledge from metabolomic studies. In this review we highlight the different traditional and emerging tools and strategies applied to identify subsets of metabolites detected in untargeted metabolomic studies applying various mass spectrometry platforms. We indicate the workflows which are routinely applied and highlight the current limitations which need to be overcome to provide efficient, accurate and robust identification of metabolites in untargeted metabolomic studies. These workflows apply to the identification of metabolites, for which the structure can be assigned based on entries in databases, and for those which are not yet stored in databases and which require a de novo structure elucidation.
    141 schema:genre research_article
    142 schema:inLanguage en
    143 schema:isAccessibleForFree true
    144 schema:isPartOf N9bfe2f59ba3342da8e40d14f29f8ee15
    145 Nc214f84110a5481092a90755c8e8a4cb
    146 sg:journal.1036887
    147 schema:name Mass appeal: metabolite identification in mass spectrometry-focused untargeted metabolomics
    148 schema:pagination 44-66
    149 schema:productId N7af3df1c2aa249a8a46cf5e9b184c017
    150 N97fb7f2228dd46719d058146d77cf8b2
    151 N9aaf8aab313343148e9ed75b21c01b7c
    152 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002880572
    153 https://doi.org/10.1007/s11306-012-0434-4
    154 schema:sdDatePublished 2019-04-10T16:44
    155 schema:sdLicense https://scigraph.springernature.com/explorer/license/
    156 schema:sdPublisher N86cf274eb83e40a6916392715b6c57c2
    157 schema:url http://link.springer.com/10.1007%2Fs11306-012-0434-4
    158 sgo:license sg:explorer/license/
    159 sgo:sdDataset articles
    160 rdf:type schema:ScholarlyArticle
    161 N1cc58a4fabf74c988450ead37c2b40d0 rdf:first sg:person.01140655554.38
    162 rdf:rest rdf:nil
    163 N2bdeaf11b6c24996a39bebc71ae27338 rdf:first sg:person.01007611374.40
    164 rdf:rest N8f4a977c5060496ea63575a3dbfd23f4
    165 N34b91f7e8eca49ea93cd6cc4c6eeee17 rdf:first sg:person.01042162625.66
    166 rdf:rest N2bdeaf11b6c24996a39bebc71ae27338
    167 N4a33ea5151ac4af390d4682b210851a8 rdf:first sg:person.01016430011.14
    168 rdf:rest N84623393432d475e86bdae4dcc76f5b9
    169 N7af3df1c2aa249a8a46cf5e9b184c017 schema:name dimensions_id
    170 schema:value pub.1002880572
    171 rdf:type schema:PropertyValue
    172 N84623393432d475e86bdae4dcc76f5b9 rdf:first sg:person.0625040262.83
    173 rdf:rest N34b91f7e8eca49ea93cd6cc4c6eeee17
    174 N86cf274eb83e40a6916392715b6c57c2 schema:name Springer Nature - SN SciGraph project
    175 rdf:type schema:Organization
    176 N8b0558a00cbb45d5b051fab7390244de rdf:first sg:person.014671172572.86
    177 rdf:rest Nb32aa9f5992342b89cf8e98b9bb70723
    178 N8f4a977c5060496ea63575a3dbfd23f4 rdf:first sg:person.01050771746.28
    179 rdf:rest N9380d25921ed4e21a680d01399f9c86b
    180 N9380d25921ed4e21a680d01399f9c86b rdf:first sg:person.0633132075.84
    181 rdf:rest N1cc58a4fabf74c988450ead37c2b40d0
    182 N97fb7f2228dd46719d058146d77cf8b2 schema:name readcube_id
    183 schema:value 0db7c9b22eb20d070f9242b7c1e245b90ab035c3c8bdd0d4554115a644aa9c6c
    184 rdf:type schema:PropertyValue
    185 N9aaf8aab313343148e9ed75b21c01b7c schema:name doi
    186 schema:value 10.1007/s11306-012-0434-4
    187 rdf:type schema:PropertyValue
    188 N9bfe2f59ba3342da8e40d14f29f8ee15 schema:volumeNumber 9
    189 rdf:type schema:PublicationVolume
    190 Nb32aa9f5992342b89cf8e98b9bb70723 rdf:first sg:person.01043335635.83
    191 rdf:rest N4a33ea5151ac4af390d4682b210851a8
    192 Nb80558cdaae549fc863659f5e3989c11 rdf:first sg:person.01042634342.49
    193 rdf:rest Ne313fa46383a4865b3c4b10db08e0937
    194 Nc214f84110a5481092a90755c8e8a4cb schema:issueNumber Suppl 1
    195 rdf:type schema:PublicationIssue
    196 Ne313fa46383a4865b3c4b10db08e0937 rdf:first sg:person.01353252733.38
    197 rdf:rest N8b0558a00cbb45d5b051fab7390244de
    198 anzsrc-for:03 schema:inDefinedTermSet anzsrc-for:
    199 schema:name Chemical Sciences
    200 rdf:type schema:DefinedTerm
    201 anzsrc-for:0301 schema:inDefinedTermSet anzsrc-for:
    202 schema:name Analytical Chemistry
    203 rdf:type schema:DefinedTerm
    204 sg:grant.2758011 http://pending.schema.org/fundedItem sg:pub.10.1007/s11306-012-0434-4
    205 rdf:type schema:MonetaryGrant
    206 sg:journal.1036887 schema:issn 1573-3882
    207 1573-3890
    208 schema:name Metabolomics
    209 rdf:type schema:Periodical
    210 sg:person.01007611374.40 schema:affiliation https://www.grid.ac/institutes/grid.5379.8
    211 schema:familyName Goodacre
    212 schema:givenName Royston
    213 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01007611374.40
    214 rdf:type schema:Person
    215 sg:person.01016430011.14 schema:affiliation https://www.grid.ac/institutes/grid.5379.8
    216 schema:familyName Brown
    217 schema:givenName Marie
    218 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01016430011.14
    219 rdf:type schema:Person
    220 sg:person.01042162625.66 schema:affiliation https://www.grid.ac/institutes/grid.5132.5
    221 schema:familyName Hankemeier
    222 schema:givenName Thomas
    223 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01042162625.66
    224 rdf:type schema:Person
    225 sg:person.01042634342.49 schema:affiliation https://www.grid.ac/institutes/grid.5379.8
    226 schema:familyName Dunn
    227 schema:givenName Warwick B.
    228 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01042634342.49
    229 rdf:type schema:Person
    230 sg:person.01043335635.83 schema:affiliation https://www.grid.ac/institutes/grid.1008.9
    231 schema:familyName Creek
    232 schema:givenName Darren J.
    233 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01043335635.83
    234 rdf:type schema:Person
    235 sg:person.01050771746.28 schema:affiliation https://www.grid.ac/institutes/grid.425084.f
    236 schema:familyName Neumann
    237 schema:givenName Steffen
    238 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01050771746.28
    239 rdf:type schema:Person
    240 sg:person.01140655554.38 schema:affiliation https://www.grid.ac/institutes/grid.6572.6
    241 schema:familyName Viant
    242 schema:givenName Mark R.
    243 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01140655554.38
    244 rdf:type schema:Person
    245 sg:person.01353252733.38 schema:affiliation https://www.grid.ac/institutes/grid.418390.7
    246 schema:familyName Erban
    247 schema:givenName Alexander
    248 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01353252733.38
    249 rdf:type schema:Person
    250 sg:person.014671172572.86 schema:affiliation https://www.grid.ac/institutes/grid.6572.6
    251 schema:familyName Weber
    252 schema:givenName Ralf J. M.
    253 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.014671172572.86
    254 rdf:type schema:Person
    255 sg:person.0625040262.83 schema:affiliation https://www.grid.ac/institutes/grid.4830.f
    256 schema:familyName Breitling
    257 schema:givenName Rainer
    258 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0625040262.83
    259 rdf:type schema:Person
    260 sg:person.0633132075.84 schema:affiliation https://www.grid.ac/institutes/grid.418390.7
    261 schema:familyName Kopka
    262 schema:givenName Joachim
    263 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0633132075.84
    264 rdf:type schema:Person
    265 sg:pub.10.1007/s11306-005-1108-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037718367
    266 https://doi.org/10.1007/s11306-005-1108-2
    267 rdf:type schema:CreativeWork
    268 sg:pub.10.1007/s11306-006-0029-z schema:sameAs https://app.dimensions.ai/details/publication/pub.1052572666
    269 https://doi.org/10.1007/s11306-006-0029-z
    270 rdf:type schema:CreativeWork
    271 sg:pub.10.1007/s11306-007-0069-z schema:sameAs https://app.dimensions.ai/details/publication/pub.1028640196
    272 https://doi.org/10.1007/s11306-007-0069-z
    273 rdf:type schema:CreativeWork
    274 sg:pub.10.1007/s11306-007-0082-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023480149
    275 https://doi.org/10.1007/s11306-007-0082-2
    276 rdf:type schema:CreativeWork
    277 sg:pub.10.1007/s11306-007-0096-9 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034885525
    278 https://doi.org/10.1007/s11306-007-0096-9
    279 rdf:type schema:CreativeWork
    280 sg:pub.10.1007/s11306-008-0133-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034002251
    281 https://doi.org/10.1007/s11306-008-0133-3
    282 rdf:type schema:CreativeWork
    283 sg:pub.10.1007/s11306-010-0198-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027746322
    284 https://doi.org/10.1007/s11306-010-0198-7
    285 rdf:type schema:CreativeWork
    286 sg:pub.10.1007/s11306-012-0401-0 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049344480
    287 https://doi.org/10.1007/s11306-012-0401-0
    288 rdf:type schema:CreativeWork
    289 sg:pub.10.1007/s12566-010-0015-9 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026937003
    290 https://doi.org/10.1007/s12566-010-0015-9
    291 rdf:type schema:CreativeWork
    292 sg:pub.10.1007/s13361-011-0172-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1009937479
    293 https://doi.org/10.1007/s13361-011-0172-2
    294 rdf:type schema:CreativeWork
    295 sg:pub.10.1016/j.jasms.2006.07.022 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005437558
    296 https://doi.org/10.1016/j.jasms.2006.07.022
    297 rdf:type schema:CreativeWork
    298 sg:pub.10.1016/j.jasms.2008.10.017 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033001739
    299 https://doi.org/10.1016/j.jasms.2008.10.017
    300 rdf:type schema:CreativeWork
    301 sg:pub.10.1016/j.jasms.2009.07.014 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032349978
    302 https://doi.org/10.1016/j.jasms.2009.07.014
    303 rdf:type schema:CreativeWork
    304 sg:pub.10.1016/s1044-0305(00)00164-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037942081
    305 https://doi.org/10.1016/s1044-0305(00)00164-1
    306 rdf:type schema:CreativeWork
    307 sg:pub.10.1016/s1044-0305(99)00090-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025038717
    308 https://doi.org/10.1016/s1044-0305(99)00090-2
    309 rdf:type schema:CreativeWork
    310 sg:pub.10.1023/a:1013713905833 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027843923
    311 https://doi.org/10.1023/a:1013713905833
    312 rdf:type schema:CreativeWork
    313 sg:pub.10.1038/81137 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045090002
    314 https://doi.org/10.1038/81137
    315 rdf:type schema:CreativeWork
    316 sg:pub.10.1038/nbt1492 schema:sameAs https://app.dimensions.ai/details/publication/pub.1029143382
    317 https://doi.org/10.1038/nbt1492
    318 rdf:type schema:CreativeWork
    319 sg:pub.10.1038/nprot.2006.59 schema:sameAs https://app.dimensions.ai/details/publication/pub.1036460337
    320 https://doi.org/10.1038/nprot.2006.59
    321 rdf:type schema:CreativeWork
    322 sg:pub.10.1038/nprot.2007.500 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016814601
    323 https://doi.org/10.1038/nprot.2007.500
    324 rdf:type schema:CreativeWork
    325 sg:pub.10.1038/nprot.2007.95 schema:sameAs https://app.dimensions.ai/details/publication/pub.1029308877
    326 https://doi.org/10.1038/nprot.2007.95
    327 rdf:type schema:CreativeWork
    328 sg:pub.10.1038/nprot.2010.108 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049813645
    329 https://doi.org/10.1038/nprot.2010.108
    330 rdf:type schema:CreativeWork
    331 sg:pub.10.1038/nprot.2011.335 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015396743
    332 https://doi.org/10.1038/nprot.2011.335
    333 rdf:type schema:CreativeWork
    334 sg:pub.10.1186/1471-2105-10-227 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010131855
    335 https://doi.org/10.1186/1471-2105-10-227
    336 rdf:type schema:CreativeWork
    337 sg:pub.10.1186/1471-2105-11-148 schema:sameAs https://app.dimensions.ai/details/publication/pub.1048363616
    338 https://doi.org/10.1186/1471-2105-11-148
    339 rdf:type schema:CreativeWork
    340 sg:pub.10.1186/1471-2105-7-234 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045172077
    341 https://doi.org/10.1186/1471-2105-7-234
    342 rdf:type schema:CreativeWork
    343 sg:pub.10.1186/1471-2105-8-105 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022661426
    344 https://doi.org/10.1186/1471-2105-8-105
    345 rdf:type schema:CreativeWork
    346 https://app.dimensions.ai/details/publication/pub.1077833362 schema:CreativeWork
    347 https://doi.org/10.1002/(sici)1097-0231(19990530)13:10<886::aid-rcm577>3.0.co;2-b schema:sameAs https://app.dimensions.ai/details/publication/pub.1008368956
    348 rdf:type schema:CreativeWork
    349 https://doi.org/10.1002/1615-9314(20020801)25:12<759::aid-jssc760>3.0.co;2-m schema:sameAs https://app.dimensions.ai/details/publication/pub.1041311483
    350 rdf:type schema:CreativeWork
    351 https://doi.org/10.1002/cfg.82 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047367955
    352 rdf:type schema:CreativeWork
    353 https://doi.org/10.1002/elps.200800512 schema:sameAs https://app.dimensions.ai/details/publication/pub.1030804034
    354 rdf:type schema:CreativeWork
    355 https://doi.org/10.1002/jms.1777 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004783500
    356 rdf:type schema:CreativeWork
    357 https://doi.org/10.1002/mas.20108 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006284264
    358 rdf:type schema:CreativeWork
    359 https://doi.org/10.1002/pmic.200800314 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012110829
    360 rdf:type schema:CreativeWork
    361 https://doi.org/10.1002/rcm.2177 schema:sameAs https://app.dimensions.ai/details/publication/pub.1026862069
    362 rdf:type schema:CreativeWork
    363 https://doi.org/10.1002/rcm.2550 schema:sameAs https://app.dimensions.ai/details/publication/pub.1002672303
    364 rdf:type schema:CreativeWork
    365 https://doi.org/10.1002/rcm.3701 schema:sameAs https://app.dimensions.ai/details/publication/pub.1048397387
    366 rdf:type schema:CreativeWork
    367 https://doi.org/10.1002/rcm.4612 schema:sameAs https://app.dimensions.ai/details/publication/pub.1050114223
    368 rdf:type schema:CreativeWork
    369 https://doi.org/10.1002/yea.1499 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040595410
    370 rdf:type schema:CreativeWork
    371 https://doi.org/10.1016/j.ab.2007.07.022 schema:sameAs https://app.dimensions.ai/details/publication/pub.1000600356
    372 rdf:type schema:CreativeWork
    373 https://doi.org/10.1016/j.chemolab.2010.04.010 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033079927
    374 rdf:type schema:CreativeWork
    375 https://doi.org/10.1016/j.chroma.2010.10.027 schema:sameAs https://app.dimensions.ai/details/publication/pub.1029890634
    376 rdf:type schema:CreativeWork
    377 https://doi.org/10.1016/j.febslet.2005.01.029 schema:sameAs https://app.dimensions.ai/details/publication/pub.1049021709
    378 rdf:type schema:CreativeWork
    379 https://doi.org/10.1016/j.jbiosc.2010.12.020 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010271946
    380 rdf:type schema:CreativeWork
    381 https://doi.org/10.1016/j.jbiotec.2005.12.012 schema:sameAs https://app.dimensions.ai/details/publication/pub.1031401397
    382 rdf:type schema:CreativeWork
    383 https://doi.org/10.1016/j.jchromb.2007.10.022 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020425965
    384 rdf:type schema:CreativeWork
    385 https://doi.org/10.1016/j.jchromb.2008.04.042 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006940200
    386 rdf:type schema:CreativeWork
    387 https://doi.org/10.1016/j.phytochem.2007.03.026 schema:sameAs https://app.dimensions.ai/details/publication/pub.1031386867
    388 rdf:type schema:CreativeWork
    389 https://doi.org/10.1016/j.placenta.2009.08.008 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001301264
    390 rdf:type schema:CreativeWork
    391 https://doi.org/10.1016/j.tibtech.2004.12.001 schema:sameAs https://app.dimensions.ai/details/publication/pub.1048048744
    392 rdf:type schema:CreativeWork
    393 https://doi.org/10.1016/j.tibtech.2006.10.006 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005514513
    394 rdf:type schema:CreativeWork
    395 https://doi.org/10.1016/j.tim.2011.05.004 schema:sameAs https://app.dimensions.ai/details/publication/pub.1015130898
    396 rdf:type schema:CreativeWork
    397 https://doi.org/10.1016/j.trac.2008.01.008 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045367167
    398 rdf:type schema:CreativeWork
    399 https://doi.org/10.1016/s0003-2670(00)83950-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1047246679
    400 rdf:type schema:CreativeWork
    401 https://doi.org/10.1016/s0021-9673(00)95238-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1010910331
    402 rdf:type schema:CreativeWork
    403 https://doi.org/10.1016/s0021-9673(02)01732-6 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005992172
    404 rdf:type schema:CreativeWork
    405 https://doi.org/10.1016/s0021-9673(03)00356-x schema:sameAs https://app.dimensions.ai/details/publication/pub.1020433627
    406 rdf:type schema:CreativeWork
    407 https://doi.org/10.1016/s0031-9422(02)00703-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018306278
    408 rdf:type schema:CreativeWork
    409 https://doi.org/10.1017/s0007114511001164 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033604826
    410 rdf:type schema:CreativeWork
    411 https://doi.org/10.1021/ac048950g schema:sameAs https://app.dimensions.ai/details/publication/pub.1054996328
    412 rdf:type schema:CreativeWork
    413 https://doi.org/10.1021/ac061391o schema:sameAs https://app.dimensions.ai/details/publication/pub.1027920331
    414 rdf:type schema:CreativeWork
    415 https://doi.org/10.1021/ac061949s schema:sameAs https://app.dimensions.ai/details/publication/pub.1031361737
    416 rdf:type schema:CreativeWork
    417 https://doi.org/10.1021/ac062446p schema:sameAs https://app.dimensions.ai/details/publication/pub.1033780872
    418 rdf:type schema:CreativeWork
    419 https://doi.org/10.1021/ac100271j schema:sameAs https://app.dimensions.ai/details/publication/pub.1055000150
    420 rdf:type schema:CreativeWork
    421 https://doi.org/10.1021/ac102523q schema:sameAs https://app.dimensions.ai/details/publication/pub.1055001015
    422 rdf:type schema:CreativeWork
    423 https://doi.org/10.1021/ac102546x schema:sameAs https://app.dimensions.ai/details/publication/pub.1055001025
    424 rdf:type schema:CreativeWork
    425 https://doi.org/10.1021/ac102574h schema:sameAs https://app.dimensions.ai/details/publication/pub.1055001036
    426 rdf:type schema:CreativeWork
    427 https://doi.org/10.1021/ac2000994 schema:sameAs https://app.dimensions.ai/details/publication/pub.1023867987
    428 rdf:type schema:CreativeWork
    429 https://doi.org/10.1021/ac2001803 schema:sameAs https://app.dimensions.ai/details/publication/pub.1055001389
    430 rdf:type schema:CreativeWork
    431 https://doi.org/10.1021/ac2006137 schema:sameAs https://app.dimensions.ai/details/publication/pub.1020506864
    432 rdf:type schema:CreativeWork
    433 https://doi.org/10.1021/ac201195d schema:sameAs https://app.dimensions.ai/details/publication/pub.1055001745
    434 rdf:type schema:CreativeWork
    435 https://doi.org/10.1021/ac201267k schema:sameAs https://app.dimensions.ai/details/publication/pub.1055001771
    436 rdf:type schema:CreativeWork
    437 https://doi.org/10.1021/ac201719d schema:sameAs https://app.dimensions.ai/details/publication/pub.1055001930
    438 rdf:type schema:CreativeWork
    439 https://doi.org/10.1021/ac2021823 schema:sameAs https://app.dimensions.ai/details/publication/pub.1055002098
    440 rdf:type schema:CreativeWork
    441 https://doi.org/10.1021/ac202450g schema:sameAs https://app.dimensions.ai/details/publication/pub.1023979956
    442 rdf:type schema:CreativeWork
    443 https://doi.org/10.1021/ac203471y schema:sameAs https://app.dimensions.ai/details/publication/pub.1055002553
    444 rdf:type schema:CreativeWork
    445 https://doi.org/10.1021/ac800548g schema:sameAs https://app.dimensions.ai/details/publication/pub.1009369290
    446 rdf:type schema:CreativeWork
    447 https://doi.org/10.1021/ac8007847 schema:sameAs https://app.dimensions.ai/details/publication/pub.1055070065
    448 rdf:type schema:CreativeWork
    449 https://doi.org/10.1021/ac801075m schema:sameAs https://app.dimensions.ai/details/publication/pub.1055070206
    450 rdf:type schema:CreativeWork
    451 https://doi.org/10.1021/ac8014627 schema:sameAs https://app.dimensions.ai/details/publication/pub.1055070370
    452 rdf:type schema:CreativeWork
    453 https://doi.org/10.1021/ac900979e schema:sameAs https://app.dimensions.ai/details/publication/pub.1000145130
    454 rdf:type schema:CreativeWork
    455 https://doi.org/10.1021/ac901495a schema:sameAs https://app.dimensions.ai/details/publication/pub.1055071573
    456 rdf:type schema:CreativeWork
    457 https://doi.org/10.1021/ac9019522 schema:sameAs https://app.dimensions.ai/details/publication/pub.1055071766
    458 rdf:type schema:CreativeWork
    459 https://doi.org/10.1021/ac902931x schema:sameAs https://app.dimensions.ai/details/publication/pub.1055072164
    460 rdf:type schema:CreativeWork
    461 https://doi.org/10.1021/ac991142i schema:sameAs https://app.dimensions.ai/details/publication/pub.1055077469
    462 rdf:type schema:CreativeWork
    463 https://doi.org/10.1021/ci200542m schema:sameAs https://app.dimensions.ai/details/publication/pub.1053420190
    464 rdf:type schema:CreativeWork
    465 https://doi.org/10.1021/es901675w schema:sameAs https://app.dimensions.ai/details/publication/pub.1055516642
    466 rdf:type schema:CreativeWork
    467 https://doi.org/10.1021/pr034020m schema:sameAs https://app.dimensions.ai/details/publication/pub.1036577967
    468 rdf:type schema:CreativeWork
    469 https://doi.org/10.1021/pr100265g schema:sameAs https://app.dimensions.ai/details/publication/pub.1056292066
    470 rdf:type schema:CreativeWork
    471 https://doi.org/10.1021/pr100684t schema:sameAs https://app.dimensions.ai/details/publication/pub.1056292245
    472 rdf:type schema:CreativeWork
    473 https://doi.org/10.1021/pr800828p schema:sameAs https://app.dimensions.ai/details/publication/pub.1056294647
    474 rdf:type schema:CreativeWork
    475 https://doi.org/10.1038/msb.2009.60 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007054550
    476 rdf:type schema:CreativeWork
    477 https://doi.org/10.1039/an9881301261 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034103228
    478 rdf:type schema:CreativeWork
    479 https://doi.org/10.1039/b805354e schema:sameAs https://app.dimensions.ai/details/publication/pub.1031149559
    480 rdf:type schema:CreativeWork
    481 https://doi.org/10.1039/b901179j schema:sameAs https://app.dimensions.ai/details/publication/pub.1016598006
    482 rdf:type schema:CreativeWork
    483 https://doi.org/10.1039/b906712b schema:sameAs https://app.dimensions.ai/details/publication/pub.1021976002
    484 rdf:type schema:CreativeWork
    485 https://doi.org/10.1042/bst0341241 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018895086
    486 rdf:type schema:CreativeWork
    487 https://doi.org/10.1046/j.1365-313x.2000.00774.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1016542409
    488 rdf:type schema:CreativeWork
    489 https://doi.org/10.1073/pnas.0812874106 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025853496
    490 rdf:type schema:CreativeWork
    491 https://doi.org/10.1073/pnas.0914833107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013988051
    492 rdf:type schema:CreativeWork
    493 https://doi.org/10.1074/jbc.r111.238691 schema:sameAs https://app.dimensions.ai/details/publication/pub.1018486578
    494 rdf:type schema:CreativeWork
    495 https://doi.org/10.1074/mcp.m111.015974 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045113652
    496 rdf:type schema:CreativeWork
    497 https://doi.org/10.1080/10826070903574352 schema:sameAs https://app.dimensions.ai/details/publication/pub.1058373650
    498 rdf:type schema:CreativeWork
    499 https://doi.org/10.1084/jem.20081800 schema:sameAs https://app.dimensions.ai/details/publication/pub.1032823615
    500 rdf:type schema:CreativeWork
    501 https://doi.org/10.1088/1478-3975/5/1/011001 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005107377
    502 rdf:type schema:CreativeWork
    503 https://doi.org/10.1093/aje/kwr292 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041846889
    504 rdf:type schema:CreativeWork
    505 https://doi.org/10.1093/bioinformatics/bti236 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001697980
    506 rdf:type schema:CreativeWork
    507 https://doi.org/10.1093/bioinformatics/btn642 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045140272
    508 rdf:type schema:CreativeWork
    509 https://doi.org/10.1093/bioinformatics/btp056 schema:sameAs https://app.dimensions.ai/details/publication/pub.1004035785
    510 rdf:type schema:CreativeWork
    511 https://doi.org/10.1093/bioinformatics/btr079 schema:sameAs https://app.dimensions.ai/details/publication/pub.1005291886
    512 rdf:type schema:CreativeWork
    513 https://doi.org/10.1093/bioinformatics/btr409 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014617454
    514 rdf:type schema:CreativeWork
    515 https://doi.org/10.1093/bioinformatics/bts069 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012308907
    516 rdf:type schema:CreativeWork
    517 https://doi.org/10.1093/jn/137.1.259s schema:sameAs https://app.dimensions.ai/details/publication/pub.1077340047
    518 rdf:type schema:CreativeWork
    519 https://doi.org/10.1093/nar/27.1.29 schema:sameAs https://app.dimensions.ai/details/publication/pub.1001521131
    520 rdf:type schema:CreativeWork
    521 https://doi.org/10.1093/nar/gkj067 schema:sameAs https://app.dimensions.ai/details/publication/pub.1035890801
    522 rdf:type schema:CreativeWork
    523 https://doi.org/10.1093/nar/gkl838 schema:sameAs https://app.dimensions.ai/details/publication/pub.1022131184
    524 rdf:type schema:CreativeWork
    525 https://doi.org/10.1093/nar/gkm900 schema:sameAs https://app.dimensions.ai/details/publication/pub.1038401295
    526 rdf:type schema:CreativeWork
    527 https://doi.org/10.1093/nar/gkn810 schema:sameAs https://app.dimensions.ai/details/publication/pub.1036882549
    528 rdf:type schema:CreativeWork
    529 https://doi.org/10.1093/nar/gkp896 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013384337
    530 rdf:type schema:CreativeWork
    531 https://doi.org/10.1104/pp.104.054957 schema:sameAs https://app.dimensions.ai/details/publication/pub.1036882630
    532 rdf:type schema:CreativeWork
    533 https://doi.org/10.1104/pp.105.068130 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016214779
    534 rdf:type schema:CreativeWork
    535 https://doi.org/10.1104/pp.109.141481 schema:sameAs https://app.dimensions.ai/details/publication/pub.1051403473
    536 rdf:type schema:CreativeWork
    537 https://doi.org/10.1105/tpc.111.086272 schema:sameAs https://app.dimensions.ai/details/publication/pub.1014300673
    538 rdf:type schema:CreativeWork
    539 https://doi.org/10.1105/tpc.13.1.11 schema:sameAs https://app.dimensions.ai/details/publication/pub.1027776430
    540 rdf:type schema:CreativeWork
    541 https://doi.org/10.1111/j.1365-313x.2008.03434.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1043037654
    542 rdf:type schema:CreativeWork
    543 https://doi.org/10.1111/j.1365-313x.2010.04323.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1018057810
    544 rdf:type schema:CreativeWork
    545 https://doi.org/10.1126/science.2675315 schema:sameAs https://app.dimensions.ai/details/publication/pub.1062549952
    546 rdf:type schema:CreativeWork
    547 https://doi.org/10.1161/hypertensionaha.110.157297 schema:sameAs https://app.dimensions.ai/details/publication/pub.1037478525
    548 rdf:type schema:CreativeWork
    549 https://doi.org/10.1255/ejms.527 schema:sameAs https://app.dimensions.ai/details/publication/pub.1064520224
    550 rdf:type schema:CreativeWork
    551 https://doi.org/10.1371/journal.pone.0007490 schema:sameAs https://app.dimensions.ai/details/publication/pub.1016293465
    552 rdf:type schema:CreativeWork
    553 https://doi.org/10.1371/journal.pone.0016278 schema:sameAs https://app.dimensions.ai/details/publication/pub.1013373718
    554 rdf:type schema:CreativeWork
    555 https://doi.org/10.2390/biecoll-jib-2011-157 schema:sameAs https://app.dimensions.ai/details/publication/pub.1078419754
    556 rdf:type schema:CreativeWork
    557 https://doi.org/10.4155/bio.11.155 schema:sameAs https://app.dimensions.ai/details/publication/pub.1043837950
    558 rdf:type schema:CreativeWork
    559 https://www.grid.ac/institutes/grid.1008.9 schema:alternateName University of Melbourne
    560 schema:name Department of Biochemistry and Molecular Biology, University of Melbourne, Parkville, VIC, Australia
    561 Institute of Infection, Immunity and Inflammation, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
    562 rdf:type schema:Organization
    563 https://www.grid.ac/institutes/grid.418390.7 schema:alternateName Max Planck Institute for Molecular Plant Physiology
    564 schema:name Max Planck Institute for Molecular Plant Physiology (MPIMP), Potsdam-Golm, Germany
    565 rdf:type schema:Organization
    566 https://www.grid.ac/institutes/grid.425084.f schema:alternateName Leibniz Institute of Plant Biochemistry
    567 schema:name Department of Stress and Developmental Biology, Leibniz Institute of Plant Biochemistry, 06120, Halle, Germany
    568 rdf:type schema:Organization
    569 https://www.grid.ac/institutes/grid.4830.f schema:alternateName University of Groningen
    570 schema:name Groningen Bioinformatics Centre, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
    571 Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
    572 rdf:type schema:Organization
    573 https://www.grid.ac/institutes/grid.5132.5 schema:alternateName Leiden University
    574 schema:name Division of Analytical Biosciences, LACDR, Leiden University, P.O. Box 9502, 2300 RA, Leiden, The Netherlands
    575 Netherlands Metabolomics Centre, LACDR, Leiden University, P.O. Box 9502, 2300 RA, Leiden, The Netherlands
    576 rdf:type schema:Organization
    577 https://www.grid.ac/institutes/grid.5379.8 schema:alternateName University of Manchester
    578 schema:name Centre for Advanced Discovery & Experimental Therapeutics (CADET), Central Manchester NHS Foundation Trust, Manchester Academic Health Sciences Centre, University of Manchester, York Place, Oxford Road, M13 9WL, Manchester, UK
    579 Manchester Centre for Integrative Systems Biology, University of Manchester, 131 Princess Street, M1 7DN, Manchester, UK
    580 School of Biomedicine, University of Manchester, Oxford Road, M13 9PL, Manchester, UK
    581 School of Chemistry, Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, M1 7DN, Manchester, UK
    582 rdf:type schema:Organization
    583 https://www.grid.ac/institutes/grid.6572.6 schema:alternateName University of Birmingham
    584 schema:name Centre for Systems Biology, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK
    585 School of Biosciences, University of Birmingham, Edgbaston, B15 2TT, Birmingham, UK
    586 rdf:type schema:Organization
     




    Preview window. Press ESC to close (or click here)


    ...