MassTRIX: mass translator into pathways

Recent technical advances in mass spectrometry (MS) have brought the field of metabolomics to a point where large numbers of metabolites from numerous prokaryotic and eukaryotic organisms can now be easily and precisely detected. The challenge today lies in the correct annotation of these metabolites on the basis of their accurate measured masses. Assignment of bulk chemical formula is generally possible, but without consideration of the biological and genomic context, concrete metabolite annotations remain difficult and uncertain. MassTRIX responds to this challenge by providing a hypothesis-driven approach to high precision MS data annotation. It presents the identified chemical compounds in their genomic context as differentially colored objects on KEGG pathway maps. Information on gene transcription or differences in the gene complement (e.g. samples from different bacterial strains) can be easily added. The user can thus interpret the metabolic state of the organism in the context of its potential and, in the case of submitted transcriptomics data, real enzymatic capacities. The MassTRIX web server is freely accessible at http://masstrix.org

[1]  Georges Audi,et al.  (I). Evaluation of input data, adjustment procedures , 2003 .

[2]  Kiyoko F. Aoki-Kinoshita,et al.  From genomics to chemical genomics: new developments in KEGG , 2005, Nucleic Acids Res..

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

[4]  A. H. Wapstra,et al.  The Ame2003 atomic mass evaluation: (I). Evaluation of input data, adjustment procedures☆ , 2003 .

[5]  M. Hirai,et al.  Elucidation of Gene-to-Gene and Metabolite-to-Gene Networks in Arabidopsis by Integration of Metabolomics and Transcriptomics* , 2005, Journal of Biological Chemistry.

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

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

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

[9]  P. Schmitt‐Kopplin,et al.  Characterization of a major refractory component of marine dissolved organic matter , 2006 .

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

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

[12]  David R. Gilbert,et al.  MetaNetter: inference and visualization of high-resolution metabolomic networks , 2008, Bioinform..

[13]  Xin Lu,et al.  Practical approach for the identification and isomer elucidation of biomarkers detected in a metabonomic study for the discovery of individuals at risk for diabetes by integrating the chromatographic and mass spectrometric information. , 2008, Analytical chemistry.

[14]  Alexander Makarov,et al.  Dynamic range of mass accuracy in LTQ orbitrap hybrid mass spectrometer , 2006, Journal of the American Society for Mass Spectrometry.

[15]  J. Antón,et al.  Metabolic evidence for biogeographic isolation of the extremophilic bacterium Salinibacter ruber , 2008, The ISME Journal.

[16]  M. Hirai,et al.  Integration of transcriptomics and metabolomics for understanding of global responses to nutritional stresses in Arabidopsis thaliana. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[17]  Yinjie J. Tang,et al.  Pathway Confirmation and Flux Analysis of Central Metabolic Pathways in Desulfovibrio vulgaris Hildenborough using Gas Chromatography-Mass Spectrometry and Fourier Transform-Ion Cyclotron Resonance Mass Spectrometry , 2006, Journal of bacteriology.

[18]  E. M. Perdue,et al.  High-precision frequency measurements: indispensable tools at the core of the molecular-level analysis of complex systems , 2007, Analytical and bioanalytical chemistry.

[19]  R. Breitling,et al.  Precision mapping of the metabolome. , 2006, Trends in biotechnology.

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

[21]  Kazuki Saito,et al.  Potential of metabolomics as a functional genomics tool. , 2004, Trends in plant science.

[22]  P. Schmitt‐Kopplin,et al.  Ultrahigh resolution mass spectrometry , 2007, Analytical and Bioanalytical Chemistry.

[23]  Jun Tamura,et al.  Development of a high-Performance MALDI-TOF mass spectrometer utilizing a spiral ion trajectory , 2007, Journal of the American Society for Mass Spectrometry.

[24]  D. Goodenowe,et al.  Nontargeted metabolome analysis by use of Fourier Transform Ion Cyclotron Mass Spectrometry. , 2002, Omics : a journal of integrative biology.