Impact of Genome Reduction on Bacterial Metabolism and Its Regulation

Simply Mycoplasma The bacterium Mycoplasma pneumoniae, a human pathogen, has a genome of reduced size and is one of the simplest organisms that can reproduce outside of host cells. As such, it represents an excellent model organism in which to attempt a systems-level understanding of its biological organization. Now three papers provide a comprehensive and quantitative analysis of the proteome, the metabolic network, and the transcriptome of M. pneumoniae (see the Perspective by Ochman and Raghavan). Anticipating what might be possible in the future for more complex organisms, Kühner et al. (p. 1235) combine analysis of protein interactions by mass spectrometry with extensive structural information on M. pneumoniae proteins to reveal how proteins work together as molecular machines and map their organization within the cell by electron tomography. The manageable genome size of M. pneumoniae allowed Yus et al. (p. 1263) to map the metabolic network of the organism manually and validate it experimentally. Analysis of the network aided development of a minimal medium in which the bacterium could be cultured. Finally, G‡ell et al. (p. 1268) applied state-of-the-art sequencing techniques to reveal that this “simple” organism makes extensive use of noncoding RNAs and has exon- and intron-like structure within transcriptional operons that allows complex gene regulation resembling that of eukaryotes. Reconstruction of a bacterial metabolic network reveals strategies for metabolic control with a genome of reduced size. To understand basic principles of bacterial metabolism organization and regulation, but also the impact of genome size, we systematically studied one of the smallest bacteria, Mycoplasma pneumoniae. A manually curated metabolic network of 189 reactions catalyzed by 129 enzymes allowed the design of a defined, minimal medium with 19 essential nutrients. More than 1300 growth curves were recorded in the presence of various nutrient concentrations. Measurements of biomass indicators, metabolites, and 13C-glucose experiments provided information on directionality, fluxes, and energetics; integration with transcription profiling enabled the global analysis of metabolic regulation. Compared with more complex bacteria, the M. pneumoniae metabolic network has a more linear topology and contains a higher fraction of multifunctional enzymes; general features such as metabolite concentrations, cellular energetics, adaptability, and global gene expression responses are similar, however.

[1]  C. Hutchison,et al.  Essential genes of a minimal bacterium. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[2]  S. Razin,et al.  Nutritional requirements and metabolism of Mycoplasma laidlawii. , 1963, Journal of general microbiology.

[3]  B. Mikami,et al.  Molecular Conversion of NAD Kinase to NADH Kinase through Single Amino Acid Residue Substitution* , 2005, Journal of Biological Chemistry.

[4]  J. Pollack,et al.  Synthesis of deoxyribomononucleotides in Mollicutes: dependence on deoxyribose-1-phosphate and PPi , 1987, Journal of bacteriology.

[5]  J. Pollack,et al.  The comparative metabolism of the mollicutes (Mycoplasmas): the utility for taxonomic classification and the relationship of putative gene annotation and phylogeny to enzymatic function in the smallest free-living cells. , 1997, Critical reviews in microbiology.

[6]  P. Zuber Spx-RNA Polymerase Interaction and Global Transcriptional Control during Oxidative Stress , 2004, Journal of bacteriology.

[7]  F. Maytag Evolution , 1996, Arch. Mus. Informatics.

[8]  M. Kanehisa,et al.  Computation with the KEGG pathway database. , 1998, Bio Systems.

[9]  AC Tose Cell , 1993, Cell.

[10]  Muriel Cocaign-Bousquet,et al.  Role of mRNA Stability during Genome-wide Adaptation of Lactococcus lactis to Carbon Starvation* , 2005, Journal of Biological Chemistry.

[11]  G. Hambraeus,et al.  Genome-wide survey of mRNA half-lives in Bacillus subtilis identifies extremely stable mRNAs , 2003, Molecular Genetics and Genomics.

[12]  Anders Blomberg,et al.  Dihydroxyacetone Kinases in Saccharomyces cerevisiaeAre Involved in Detoxification of Dihydroxyacetone* , 2003, The Journal of Biological Chemistry.

[13]  D. Edward,et al.  Cholesterol in the growth of organisms of the pleuropneumonia group. , 1951, Journal of general microbiology.

[14]  R. Lemcke,et al.  IMMUNOCHEMICAL ANALYSIS OF MYCOPLASMA PNEUMONIAE * , 1967, Annals of the New York Academy of Sciences.

[15]  Mapping phosphoproteins in Mycoplasma genitalium and Mycoplasma pneumoniae , 2007, BMC microbiology.

[16]  Thomas Dandekar,et al.  Metabolic Interdependence of Obligate Intracellular Bacteria and Their Insect Hosts , 2004, Microbiology and Molecular Biology Reviews.

[17]  R. McIvor,et al.  Differences in incorporation of nucleic acid bases and nucleosides by various Mycoplasma and Acholeplasma species , 1978, Journal of bacteriology.

[18]  Robert Hermann,et al.  Methods for Intense Aeration, Growth, Storage, and Replication of Bacterial Strains in Microtiter Plates , 2000, Applied and Environmental Microbiology.

[19]  G. Mcgarrity,et al.  Uridine phosphorylase activity among the class mollicutes , 1985, Current Microbiology.

[20]  A. Görg,et al.  Towards a two‐dimensional proteome map of Mycoplasma pneumoniae , 2000, Electrophoresis.

[21]  R. Fleischmann,et al.  The Minimal Gene Complement of Mycoplasma genitalium , 1995, Science.

[22]  P. F. Smith Amino acid metabolism by pleuropneumonialike organisms. I. General catabolism. , 1955, Journal of bacteriology.

[23]  J. Stülke,et al.  In Vivo Activity of Enzymatic and Regulatory Components of the Phosphoenolpyruvate:Sugar Phosphotransferase System in Mycoplasma pneumoniae , 2004, Journal of bacteriology.

[24]  P. Stover,et al.  Serine hydroxymethyltransferase catalyzes the hydrolysis of 5,10-methenyltetrahydrofolate to 5-formyltetrahydrofolate. , 1990, The Journal of biological chemistry.

[25]  K. Potrykus,et al.  (p)ppGpp: still magical? , 2008, Annual review of microbiology.

[26]  N. Moran,et al.  Microbial Minimalism Genome Reduction in Bacterial Pathogens , 2002, Cell.

[27]  J. Claverie,et al.  For Personal Use. Only Reproduce with Permission from the Lancet. Genome-based Design of a Cell-free Culture Medium for Tropheryma Whipplei , 2022 .

[28]  B. Palsson,et al.  The Escherichia coli MG1655 in silico metabolic genotype: its definition, characteristics, and capabilities. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[29]  Marco Gobbetti,et al.  Environmental stress responses in Lactobacillus: A review , 2004, Proteomics.

[30]  S. Razin,et al.  A partially defined medium for the growth of Mycoplasma. , 1960, Journal of General Microbiology.

[31]  C. Rock,et al.  Acyl-phosphates initiate membrane phospholipid synthesis in Gram-positive pathogens. , 2006, Molecular cell.

[32]  M. Nomura,et al.  Regulation of Ribosome Biosynthesis in Escherichia coli and Saccharomyces cerevisiae: Diversity and Common Principles , 1999, Journal of bacteriology.

[33]  C. V. Bizarro,et al.  Purine and pyrimidine nucleotide metabolism in Mollicutes , 2007 .

[34]  L. D. Olson,et al.  Biological activities of monoclonal antibodies to Mycoplasma pneumoniae membrane glycolipids , 1989, Infection and immunity.

[35]  Jörg Stülke,et al.  Transcriptional profiling of gene expression in response to glucose in Bacillus subtilis: regulation of the central metabolic pathways. , 2003, Metabolic engineering.

[36]  宁北芳,et al.  疟原虫var基因转换速率变化导致抗原变异[英]/Paul H, Robert P, Christodoulou Z, et al//Proc Natl Acad Sci U S A , 2005 .

[37]  D. Cox,et al.  Statistical significance tests. , 1982, British journal of clinical pharmacology.

[38]  M. Suyama,et al.  Transcriptome Complexity in a Genome-Reduced Bacterium , 2009, Science.

[39]  A. Rodwell C11 – DEFINED AND PARTLY DEFINED MEDIA , 1983 .

[40]  J. Stülke,et al.  Glycerol Metabolism Is Important for Cytotoxicity of Mycoplasma pneumoniae , 2008, Journal of bacteriology.

[41]  F. Wilcoxon Individual Comparisons by Ranking Methods , 1945 .

[42]  J. Pollack,et al.  Properties of the nucleases of mollicutes , 1982, Journal of bacteriology.

[43]  J. Zeikus,et al.  Purification of acetaldehyde dehydrogenase and alcohol dehydrogenases from Thermoanaerobacter ethanolicus 39E and characterization of the secondary-alcohol dehydrogenase (2 degrees Adh) as a bifunctional alcohol dehydrogenase--acetyl-CoA reductive thioesterase. , 1994, The Biochemical journal.

[44]  M. Grimson,et al.  Spatial-temporal modelling of bacterial colony growth on solid media. , 2008, Molecular bioSystems.

[45]  Bas Teusink,et al.  Analysis of Growth of Lactobacillus plantarum WCFS1 on a Complex Medium Using a Genome-scale Metabolic Model* , 2006, Journal of Biological Chemistry.

[46]  S. Razin,et al.  Role of energy metabolism in Mycoplasma pneumoniae attachment to glass surfaces , 1981, Infection and immunity.

[47]  Peer Bork,et al.  Use of pathway analysis and genome context methods for functional genomics of Mycoplasma pneumoniae nucleotide metabolism. , 2007, Gene.

[48]  P. Bork,et al.  Proteome Organization in a Genome-Reduced Bacterium , 2009, Science.

[49]  H. Göhlmann,et al.  Transcription profiles of the bacterium Mycoplasma pneumoniae grown at different temperatures. , 2003, Nucleic acids research.

[50]  M. Brigido,et al.  Differential metabolism of Mycoplasma species as revealed by their genomes , 2007 .

[51]  J. Smart,et al.  Effect of Oxygen on Lactose Metabolism in Lactic Streptococci , 1987, Applied and environmental microbiology.

[52]  R. Herrmann,et al.  Subtyping of Mycoplasma pneumoniae isolates based on extended genome sequencing and on expression profiles. , 2003, International journal of medical microbiology : IJMM.

[53]  H. Hilbert,et al.  Complete sequence analysis of the genome of the bacterium Mycoplasma pneumoniae. , 1996, Nucleic acids research.

[54]  L. R. Finch,et al.  Formylation of methionyl-transfer ribonucleic acid in Mycoplasma mycoides subsp. mycoides , 1981, Journal of bacteriology.

[55]  R. Herrmann,et al.  Identification and characterization of hitherto unknown Mycoplasma pneumoniae proteins , 1994, Molecular microbiology.

[56]  O. White,et al.  Global transposon mutagenesis and a minimal Mycoplasma genome. , 1999, Science.

[57]  M. Hamet,et al.  Enzymatic activities on purine pyrimidine metabolism in nine mycoplasma species contaminating cell cultures. , 1980, Clinica chimica acta; international journal of clinical chemistry.

[58]  P. Loubière,et al.  Anaerobic sugar catabolism in Lactococcus lactis: genetic regulation and enzyme control over pathway flux , 2002, Applied Microbiology and Biotechnology.

[59]  B. A. Bowen,et al.  Ramped field inversion gel electrophoresis: a cautionary note , 1987, Nucleic Acids Res..

[60]  S. Engelmann,et al.  Transcription in Mycoplasma pneumoniae: analysis of the promoters of the ackA and ldh genes. , 2007, Journal of molecular biology.

[61]  J. Baseman,et al.  Intracellular DNA replication and long-term survival of pathogenic mycoplasmas. , 2000, Microbial pathogenesis.

[62]  Peter J. Rousseeuw,et al.  Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .

[63]  Adam M. Feist,et al.  The growing scope of applications of genome-scale metabolic reconstructions using Escherichia coli , 2008, Nature Biotechnology.

[64]  C. Glover,et al.  Gene expression profiling for hematopoietic cell culture , 2006 .

[65]  J. Gerlt,et al.  Utilization of l-Ascorbate by Escherichia coli K-12: Assignments of Functions to Products of the yjf-sga and yia-sgb Operons , 2002, Journal of bacteriology.

[66]  H. Kornberg,et al.  Role of the phosphoenolpyruvate-dependent fructose phosphotransferase system in the utilization of mannose by Escherichia coli , 1992, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[67]  Ann E Loraine,et al.  Large‐scale transposon mutagenesis of Mycoplasma pulmonis , 2008, Molecular microbiology.

[68]  F. W. Denny,et al.  Characteristics of Virulent, Attenuated, and Avirulent Mycoplasma pneumoniae Strains , 1969, Journal of bacteriology.

[69]  J. Pollack,et al.  Metabolism of Mollicutes: the Embden—Meyerhof—Parnas Pathway and the Hexose Monophosphate Shunt , 1989 .

[70]  O. H. Lowry,et al.  The effect of carbon and nitrogen sources on the level of metabolic intermediates in Escherichia coli. , 1971, The Journal of biological chemistry.

[71]  C. Chang,et al.  Spiroplasmas: cultivation in chemically defined medium. , 1982, Science.

[72]  David S. Wishart,et al.  The CyberCell Database (CCDB): a comprehensive, self-updating, relational database to coordinate and facilitate in silico modeling of Escherichia coli , 2004, Nucleic Acids Res..

[73]  D. C. Krause,et al.  Terminal organelle development in the cell wall-less bacterium Mycoplasma pneumoniae , 2006, Proceedings of the National Academy of Sciences.

[74]  Judy A Craft,et al.  The preparation of crystalline carnitine acetyltransferase , 1965 .

[75]  Uri Alon,et al.  Defined Order of Evolutionary Adaptations: Experimental Evidence , 2008, Evolution; international journal of organic evolution.

[76]  D. C. Krause,et al.  Transposon Mutagenesis Identifies Genes Associated with Mycoplasma pneumoniae Gliding Motility , 2006, Journal of bacteriology.

[77]  J. Pollack,et al.  Presence of anaplerotic reactions and transamination, and the absence of the tricarboxylic acid cycle in mollicutes. , 1988, Journal of general microbiology.

[78]  S. C. Smith,et al.  Nuclease Activities of Mycoplasma gallisepticum as a Function of Culture Age in Different Media , 1972, Journal of bacteriology.

[79]  D. Taylor-Robinson,et al.  Mycoplasma genitalium, a new species from the human urogenital tract. , 1983 .

[80]  G. Widmalm,et al.  A processive lipid glycosyltransferase in the small human pathogen Mycoplasma pneumoniae: involvement in host immune response , 2007, Molecular microbiology.

[81]  E. Bornberg-Bauer,et al.  A putative transcription factor inducing mobility in Mycoplasma pneumoniae. , 2002, Microbiology.

[82]  S. Lory,et al.  Prokaryotic cell regulation , 2006 .

[83]  T. Pan,et al.  Interaction of the Bacillus subtilis RNase P with the 30S ribosomal subunit. , 2004, RNA.

[84]  J. Westberg,et al.  Novel deoxynucleoside‐phosphorylating enzymes in mycoplasmas: evidence for efficient utilization of deoxynucleosides , 2001, Molecular microbiology.

[85]  P. Loubière,et al.  Dynamic response of catabolic pathways to autoacidification in Lactococcus lactis: transcript profiling and stability in relation to metabolic and energetic constraints , 2002, Molecular microbiology.

[86]  G. Church,et al.  Global RNA half-life analysis in Escherichia coli reveals positional patterns of transcript degradation. , 2003, Genome research.

[87]  P. G. Lund,et al.  Growth of Mycoplasma gallisepticum Strain J Without Serum.∗ , 1966, Proceedings of the Society for Experimental Biology and Medicine. Society for Experimental Biology and Medicine.

[88]  J. Pollack,et al.  Acholeplasma laidlawii B-PG9 adenine-specific purine nucleoside phosphorylase that accepts ribose-1-phosphate, deoxyribose-1-phosphate, and xylose-1-phosphate , 1988, Journal of bacteriology.

[89]  Transcriptional, translational and metabolic regulation of glycolysis in Lactococcus lactis subsp. cremoris MG 1363 grown in continuous acidic cultures. , 2003, Microbiology.

[90]  Ken B. Waites,et al.  Mycoplasma pneumoniae and Its Role as a Human Pathogen , 2004, Clinical Microbiology Reviews.

[91]  D. Schomburg,et al.  Enzyme data and metabolic information: BRENDA, a resource for research in biology, biochemistry, and medicine , 2000 .

[92]  R. Ebright,et al.  Response of RNA polymerase to ppGpp: requirement for the omega subunit and relief of this requirement by DksA. , 2005, Genes & development.

[93]  A. Rodwell,et al.  4 – NUTRITION, GROWTH, AND REPRODUCTION , 1979 .

[94]  R. Miles Catabolism in mollicutes. , 1992, Journal of general microbiology.

[95]  J. Pollack Mycoplasma genes: a case for reflective annotation. , 1997, Trends in microbiology.

[96]  P. Rousseeuw Silhouettes: a graphical aid to the interpretation and validation of cluster analysis , 1987 .

[97]  Regulation of Carbon Metabolism in the Mollicutes and Its Relation to Virulence , 2006, Journal of Molecular Microbiology and Biotechnology.

[98]  D. C. Krause,et al.  Phosphorylation of Mycoplasma pneumoniae cytadherence-accessory proteins in cell extracts , 1995, Journal of bacteriology.

[99]  Yan P. Yuan,et al.  Re-annotating the Mycoplasma pneumoniae genome sequence: adding value, function and reading frames. , 2000, Nucleic acids research.

[100]  A. Rodwell THE NUTRITION AND METABOLISM OF MYCOPLASMA: PROGRESS AND PROBLEMS , 1967, Annals of the New York Academy of Sciences.

[101]  F. Kawamura,et al.  Identification and functional analysis of novel (p)ppGpp synthetase genes in Bacillus subtilis , 2007, Molecular microbiology.

[102]  A. Rodwell The stability of Mycoplasma mycoides. , 1965, Journal of general microbiology.

[103]  C. Francke,et al.  Reconstructing the metabolic network of a bacterium from its genome. , 2005, Trends in microbiology.

[104]  Michiel Kleerebezem,et al.  Effect of Different NADH Oxidase Levels on Glucose Metabolism by Lactococcus lactis: Kinetics of Intracellular Metabolite Pools Determined by In Vivo Nuclear Magnetic Resonance , 2002, Applied and Environmental Microbiology.

[105]  E. Nimwegen Scaling Laws in the Functional Content of Genomes , 2003, physics/0307001.

[106]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[107]  S. Eykyn Microbiology , 1950, The Lancet.