Large-scale metabolome analysis and quantitative integration with genomics and proteomics data in Mycoplasma pneumoniae

被引:26
作者
Maier, Tobias [1 ,2 ]
Marcos, Josep [3 ,4 ]
Wodke, Judith A. H. [1 ,2 ,5 ]
Paetzold, Bernhard [1 ,2 ]
Liebeke, Manuel [6 ]
Gutierrez-Gallego, Ricardo [3 ,4 ]
Serrano, Luis [1 ,2 ,7 ]
机构
[1] CRG, EMBL CRG Syst Biol Res Unit, Barcelona 08003, Spain
[2] UPF, Barcelona, Spain
[3] Pompeu Fabra Univ, Dept Expt & Hlth Sci, Barcelona 08003, Spain
[4] IMIM Parc Salut Mar, Neurosci Res Program, Bioanal Grp, Barcelona 08003, Spain
[5] Humboldt Univ, D-10099 Berlin, Germany
[6] Univ London Imperial Coll Sci Technol & Med, Dept Surg & Canc, London SW7 2AZ, England
[7] Pg Lluis Co 23, ICREA, Barcelona 08010, Spain
基金
欧洲研究理事会;
关键词
PROFILING PROCEDURES; SYSTEMS BIOLOGY; RECONSTRUCTION; SEQUENCE; PLATFORM; GROWTH; CARBON; URINE; MS;
D O I
10.1039/c3mb70113a
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Systems metabolomics, the identification and quantification of cellular metabolites and their integration with genomics and proteomics data, promises valuable functional insights into cellular biology. However, technical constraints, sample complexity issues and the lack of suitable complementary quantitative data sets prevented accomplishing such studies in the past. Here, we present an integrative metabolomics study of the genome-reduced bacterium Mycoplasma pneumoniae. We experimentally analysed its metabolome using a cross-platform approach. We explain intracellular metabolite homeostasis by quantitatively integrating our results with the cellular inventory of proteins, DNA and other macromolecules, as well as with available building blocks from the growth medium. We calculated in vivo catalytic parameters of glycolytic enzymes, making use of measured reaction velocities, as well as enzyme and metabolite pool sizes. A quantitative, inter-species comparison of absolute and relative metabolite abundances indicated that metabolic pathways are regulated as functional units, thereby simplifying adaptive responses. Our analysis demonstrates the potential for new scientific insight by integrating different types of large-scale experimental data from a single biological source.
引用
收藏
页码:1743 / 1755
页数:13
相关论文
共 51 条
[1]   Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extracts [J].
Beckonert, Olaf ;
Keun, Hector C. ;
Ebbels, Timothy M. D. ;
Bundy, Jacob G. ;
Holmes, Elaine ;
Lindon, John C. ;
Nicholson, Jeremy K. .
NATURE PROTOCOLS, 2007, 2 (11) :2692-2703
[2]   Absolute metabolite concentrations and implied enzyme active site occupancy in Escherichia coli [J].
Bennett, Bryson D. ;
Kimball, Elizabeth H. ;
Gao, Melissa ;
Osterhout, Robin ;
Van Dien, Stephen J. ;
Rabinowitz, Joshua D. .
NATURE CHEMICAL BIOLOGY, 2009, 5 (08) :593-599
[3]  
BU M, 2009, METAB CLIN EXP, V81, P2135
[4]   Co-translational incorporation of Trans-4-hydroxyproline into recombinant proteins in bacteria [J].
Buechter, DD ;
Paolella, DN ;
Leslie, BS ;
Brown, MS ;
Mehos, KA ;
Gruskin, EA .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2003, 278 (01) :645-650
[5]   Global Network Reorganization During Dynamic Adaptations of Bacillus subtilis Metabolism [J].
Buescher, Joerg Martin ;
Liebermeister, Wolfram ;
Jules, Matthieu ;
Uhr, Markus ;
Muntel, Jan ;
Botella, Eric ;
Hessling, Bernd ;
Kleijn, Roelco Jacobus ;
Le Chat, Ludovic ;
Lecointe, Francois ;
Maeder, Ulrike ;
Nicolas, Pierre ;
Piersma, Sjouke ;
Ruegheimer, Frank ;
Becher, Doerte ;
Bessieres, Philippe ;
Bidnenko, Elena ;
Denham, Emma L. ;
Dervyn, Etienne ;
Devine, Kevin M. ;
Doherty, Geoff ;
Drulhe, Samuel ;
Felicori, Liza ;
Fogg, Mark J. ;
Goelzer, Anne ;
Hansen, Annette ;
Harwood, Colin R. ;
Hecker, Michael ;
Hubner, Sebastian ;
Hultschig, Claus ;
Jarmer, Hanne ;
Klipp, Edda ;
Leduc, Aurelie ;
Lewis, Peter ;
Molina, Frank ;
Noirot, Philippe ;
Peres, Sabine ;
Pigeonneau, Nathalie ;
Pohl, Susanne ;
Rasmussen, Simon ;
Rinn, Bernd ;
Schaffer, Marc ;
Schnidder, Julian ;
Schwikowski, Benno ;
Van Dijl, Jan Maarten ;
Veiga, Patrick ;
Walsh, Sean ;
Wilkinson, Anthony J. ;
Stelling, Joerg ;
Aymerich, Stephane .
SCIENCE, 2012, 335 (6072) :1099-1103
[6]   Global urinary metabolic profiling procedures using gas chromatography-mass spectrometry [J].
Chan, Eric Chun Yong ;
Pasikanti, Kishore Kumar ;
Nicholson, Jeremy K. .
NATURE PROTOCOLS, 2011, 6 (10) :1483-1499
[7]  
CHANOCK RM, 1962, P SOC EXP BIOL MED, V110, P884, DOI 10.3181/00379727-110-27681
[8]   From genome to cellular phenotype -: a role for metabolic flux analysis? [J].
Cornish-Bowden, A ;
Cárdenas, ML .
NATURE BIOTECHNOLOGY, 2000, 18 (03) :267-268
[9]   TRANSFORMATION OF ARGININE INTO ORNITHINE DURING THE PREPARATION OF ITS TERT-BUTYLDIMETHYLSILYL DERIVATIVE FOR ANALYSIS BY GAS CHROMATOGRAPHY/MASS SPECTROMETRY [J].
CORSO, G ;
ESPOSITO, M ;
GALLO, M ;
DELLORUSSO, A ;
ANTONIO, M .
BIOLOGICAL MASS SPECTROMETRY, 1993, 22 (12) :698-702
[10]   Comprehensive quantitative analysis of central carbon and amino-acid metabolism in Saccharomyces cerevisiae under multiple conditions by targeted proteomics [J].
Costenoble, Roeland ;
Picotti, Paola ;
Reiter, Lukas ;
Stallmach, Robert ;
Heinemann, Matthias ;
Sauer, Uwe ;
Aebersold, Ruedi .
MOLECULAR SYSTEMS BIOLOGY, 2011, 7