Initial Proteome Analysis of Model Microorganism Haemophilus influenzae Strain Rd KW20

ABSTRACT The proteome of Haemophilus influenzae strain Rd KW20 was analyzed by liquid chromatography (LC) coupled with ion trap tandem mass spectrometry (MS/MS). This approach does not require a gel electrophoresis step and provides a rapidly developed snapshot of the proteome. In order to gain insight into the central metabolism of H. influenzae, cells were grown microaerobically and anaerobically in a rich medium and soluble and membrane proteins of strain Rd KW20 were proteolyzed with trypsin and directly examined by LC-MS/MS. Several different experimental and computational approaches were utilized to optimize the proteome coverage and to ensure statistically valid protein identification. Approximately 25% of all predicted proteins (open reading frames) of H. influenzae strain Rd KW20 were identified with high confidence, as their component peptides were unambiguously assigned to tandem mass spectra. Approximately 80% of the predicted ribosomal proteins were identified with high confidence, compared to the 33% of the predicted ribosomal proteins detected by previous two-dimensional gel electrophoresis studies. The results obtained in this study are generally consistent with those obtained from computational genome analysis, two-dimensional gel electrophoresis, and whole-genome transposon mutagenesis studies. At least 15 genes originally annotated as conserved hypothetical were found to encode expressed proteins. Two more proteins, previously annotated as predicted coding regions, were detected with high confidence; these proteins also have close homologs in related bacteria. The direct proteomics approach to studying protein expression in vivo reported here is a powerful method that is applicable to proteome analysis of any (micro)organism.

[1]  C. Gray,et al.  Strategies towards a better understanding of antibiotic action: Folate pathway inhibition in Haemophilus influenzae as an example , 1998, Electrophoresis.

[2]  David R. Haynor,et al.  Identifying operons and untranslated regions of transcripts using Escherichia coli RNA expression analysis , 2002, ISMB.

[3]  S. Pennington,et al.  Arrays for protein expression profiling: Towards a viable alternative to two‐dimensional gel electrophoresis? , 2001, Proteomics.

[4]  P. Hains,et al.  The microbial proteome database — an automated laboratory catalogue for monitoring protein expression in bacteria , 1999, Electrophoresis.

[5]  J. Mekalanos,et al.  A genome-scale analysis for identification of genes required for growth or survival of Haemophilus influenzae , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[6]  H. E. Alexander,et al.  INDUCTION OF STREPTOMYCIN RESISTANCE IN SENSITIVE HEMOPHILUS INFLUENZAE BY EXTRACTS CONTAINING DESOXYRIBONUCLEIC ACID FROM RESISTANT HEMOPHILUS INFLUENZAE , 1952, The Journal of experimental medicine.

[7]  D. Leach,et al.  Cloning and sequencing of four structural genes for the Na+‐translocating NADH‐ubiquinone oxidoreductase of Vibrio alginolyticus , 1994, FEBS letters.

[8]  J R Yates,et al.  Analysis of the microbial proteome. , 2000, Current opinion in microbiology.

[9]  J. Yates,et al.  Identifying the major proteome components of Haemophilus influenzae type‐strain NCTC 8143 , 1997, Electrophoresis.

[10]  Ronald W. Davis,et al.  Quantitative Monitoring of Gene Expression Patterns with a Complementary DNA Microarray , 1995, Science.

[11]  Daniel Drell,et al.  The Department of Energy Microbial Cell Project: A 180° Paradigm Shift for Biology , 2002 .

[12]  R. Aebersold,et al.  Approaching complete peroxisome characterization by gas‐phase fractionation , 2002, Electrophoresis.

[13]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[14]  R. E. Buchanan,et al.  Bergey's Manual of Determinative Bacteriology. , 1975 .

[15]  Kelvin H. Lee,et al.  Dynamical analysis of gene networks requires both mRNA and protein expression information. , 1999, Metabolic engineering.

[16]  Yudong D. He,et al.  Functional Discovery via a Compendium of Expression Profiles , 2000, Cell.

[17]  A. Nesvizhskii,et al.  Experimental protein mixture for validating tandem mass spectral analysis. , 2002, Omics : a journal of integrative biology.

[18]  R. Read Infection in acute exacerbations of chronic bronchitis: a clinical perspective , 1999, Respiratory Medicine.

[19]  K. Volz A test case for structure‐based functional assignment: The 1.2 Å crystal structure of the yjgF gene product from Escherichia coli , 2008, Protein science : a publication of the Protein Society.

[20]  R. Wahl,et al.  Towards defining the urinary proteome using liquid chromatography‐tandem mass spectrometry I.Profiling an unfractionated tryptic digest , 2001, Proteomics.

[21]  M. Miravitlles,et al.  Relationship between bacterial flora in sputum and functional impairment in patients with acute exacerbations of COPD. Study Group of Bacterial Infection in COPD. , 1999, Chest.

[22]  R. Redfield,et al.  Life in mucus: sugar metabolism in Haemophilus influenzae. , 1996, Research in microbiology.

[23]  Michael Y. Galperin,et al.  Sequence — Evolution — Function , 2003, Springer US.

[24]  H. Peltola Worldwide Haemophilus influenzae type b disease at the beginning of the 21st century: global analysis of the disease burden 25 years after the use of the polysaccharide vaccine and a decade after the advent of conjugates. , 2000, Clinical microbiology reviews.

[25]  R. Fleischmann,et al.  Whole-genome random sequencing and assembly of Haemophilus influenzae Rd. , 1995, Science.

[26]  Roger E. Moore,et al.  Qscore: An algorithm for evaluating SEQUEST database search results , 2002, Journal of the American Society for Mass Spectrometry.

[27]  N. Saunders,et al.  Functional genomics of pathogenic bacteria. , 2002, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[28]  B. Palsson,et al.  Assessment of the metabolic capabilities of Haemophilus influenzae Rd through a genome-scale pathway analysis. , 2000, Journal of theoretical biology.

[29]  P. Bork,et al.  Functional organization of the yeast proteome by systematic analysis of protein complexes , 2002, Nature.

[30]  J. Yates,et al.  Direct analysis of protein complexes using mass spectrometry , 1999, Nature Biotechnology.

[31]  J. Yates,et al.  Large-scale analysis of the yeast proteome by multidimensional protein identification technology , 2001, Nature Biotechnology.

[32]  P. Bork,et al.  Metabolism and evolution of Haemophilus influenzae deduced from a whole-genome comparison with Escherichia coli , 1996, Current Biology.

[33]  P. Cash,et al.  Development of a Haemophilus two‐dimensional protein database , 1997, Electrophoresis.

[34]  Eugene Kolker,et al.  H. influenzae Consortium: integrative study of H. influenzae-human interactions. , 2002, Omics : a journal of integrative biology.

[35]  Alexey I Nesvizhskii,et al.  Empirical statistical model to estimate the accuracy of peptide identifications made by MS/MS and database search. , 2002, Analytical chemistry.

[36]  R. Redfield,et al.  Regulation of competence development and sugar utilization in Haemophilus influenzae Rd by a phosphoenolpyruvate:fructose phosphotransferase system , 1996, Molecular microbiology.

[37]  J. S. St. Geme Molecular and cellular determinants of non-typeable Haemophilus influenzae adherence and invasion. , 2002, Cellular microbiology.

[38]  R. Holländer Energy metabolism of some representatives of the Haemophilus group , 2004, Antonie van Leeuwenhoek.

[39]  A. Matte,et al.  Crystal structure of the YciO protein from Escherichia coli , 2002, Proteins.

[40]  Daniel C. Liebler,et al.  Introduction to Proteomics , 2002, Humana Press.

[41]  John R Yates,et al.  Analysis of quantitative proteomic data generated via multidimensional protein identification technology. , 2002, Analytical chemistry.

[42]  J. Edwards,et al.  Systems Properties of the Haemophilus influenzaeRd Metabolic Genotype* , 1999, The Journal of Biological Chemistry.

[43]  Milton H. Saier,et al.  Answering Fundamental Questions in Biology with Bioinformatics Although biological advances depend on experiments, emerging theory-based disciplines also expand our understanding of life and its origins , 2003 .

[44]  Michael Y. Galperin,et al.  Searching for drug targets in microbial genomes. , 1999, Current opinion in biotechnology.

[45]  Gordon A Anderson,et al.  The use of accurate mass tags for high-throughput microbial proteomics. , 2002, Omics : a journal of integrative biology.

[46]  P. Ball Infective pathogenesis and outcomes in chronic bronchitis , 1996, Current opinion in pulmonary medicine.

[47]  W Keck,et al.  Gene expression changes triggered by exposure of Haemophilus influenzae to novobiocin or ciprofloxacin: combined transcription and translation analysis. , 2001, Genome research.

[48]  S. Karlin,et al.  Frequent oligonucleotides and peptides of the Haemophilus influenzae genome. , 1996, Nucleic acids research.

[49]  F. Neidhardt,et al.  Global analysis of proteins synthesized during phosphorus restriction in Escherichia coli , 1996, Journal of bacteriology.

[50]  Kap Lim,et al.  Crystal structure of YbaB from Haemophilus influenzae (HI0442), a protein of unknown function coexpressed with the recombinational DNA repair protein RecR , 2002, Proteins.

[51]  C. Gray,et al.  Mechanism-related changes in the gene transcription and protein synthesis patterns of Haemophilus influenzae after treatment with transcriptional and translational inhibitors. , 2001, Proteomics.

[52]  D. Hochstrasser,et al.  From Proteins to Proteomes: Large Scale Protein Identification by Two-Dimensional Electrophoresis and Arnino Acid Analysis , 1996, Bio/Technology.

[53]  B. Grant,et al.  New strains of bacteria and exacerbations of chronic obstructive pulmonary disease. , 2002, The New England journal of medicine.

[54]  Jason A. Papin,et al.  The genome-scale metabolic extreme pathway structure in Haemophilus influenzae shows significant network redundancy. , 2002, Journal of theoretical biology.

[55]  Michael Y. Galperin,et al.  Sodium Ion Cycle in Bacterial Pathogens: Evidence from Cross-Genome Comparisons , 2001, Microbiology and Molecular Biology Reviews.

[56]  Michael Y. Galperin Conserved ‘Hypothetical’ Proteins: New Hints and New Puzzles , 2001, Comparative and functional genomics.

[57]  R. H. Fillingame,et al.  Proton ATPases in bacteria: comparison to Escherichia coli F1F0 as the prototype. , 1999, Novartis Foundation symposium.

[58]  C. Tang,et al.  Signature Tagged Mutagenesis of Haemophilus influenzae identifies genes required for in vivo survival. , 2002, Microbial pathogenesis.

[59]  T. Murphy,et al.  Bacterial Infection in Chronic Obstructive Pulmonary Disease in 2000: a State-of-the-Art Review , 2001, Clinical Microbiology Reviews.

[60]  R. Aebersold,et al.  Mass spectrometry in proteomics. , 2001, Chemical reviews.

[61]  J. W. Geme,et al.  Molecular and cellular determinants of non‐typeable Haemophilus influenzae adherence and invasion , 2002 .

[62]  F. Neidhardt,et al.  Diagnosis of cellular states of microbial organisms using proteomics , 1999, Electrophoresis.

[63]  M. Hayashi,et al.  Sequencing and the alignment of structural genes in the nqr operon encoding the Na+‐translocating NADH‐quinone reductase from Vibrio alginolyticus , 1995, FEBS letters.

[64]  J. Gilsdorf,et al.  Haemophilus influenzae - human specific bacteria. , 2001, Frontiers in bioscience : a journal and virtual library.

[65]  Michael Y. Galperin,et al.  The COG database: new developments in phylogenetic classification of proteins from complete genomes , 2001, Nucleic Acids Res..

[66]  J. Yates,et al.  An approach to correlate tandem mass spectral data of peptides with amino acid sequences in a protein database , 1994, Journal of the American Society for Mass Spectrometry.

[67]  C. Gray,et al.  Two‐dimensional map of the proteome of Haemophilus influenzae , 2000, Electrophoresis.

[68]  S. T. Cowan Bergey's Manual of Determinative Bacteriology , 1948, Nature.

[69]  E. Tuomanen,et al.  Oral chloramphenicol in the treatment of Haemophilus influenzae meningitis. , 1981, The Journal of pediatrics.