A multi-omic systems approach to elucidating Yersinia virulence mechanisms.

The underlying mechanisms that lead to dramatic differences between closely related pathogens are not always readily apparent. For example, the genomes of Yersinia pestis (YP) the causative agent of plague with a high mortality rate and Yersinia pseudotuberculosis (YPT) an enteric pathogen with a modest mortality rate are highly similar with some species specific differences; however the molecular causes of their distinct clinical outcomes remain poorly understood. In this study, a temporal multi-omic analysis of YP and YPT at physiologically relevant temperatures was performed to gain insights into how an acute and highly lethal bacterial pathogen, YP, differs from its less virulent progenitor, YPT. This analysis revealed higher gene and protein expression levels of conserved major virulence factors in YP relative to YPT, including the Yop virulon and the pH6 antigen. This suggests that adaptation in the regulatory architecture, in addition to the presence of unique genetic material, may contribute to the increased pathogenecity of YP relative to YPT. Additionally, global transcriptome and proteome responses of YP and YPT revealed conserved post-transcriptional control of metabolism and the translational machinery including the modulation of glutamate levels in Yersiniae. Finally, the omics data was coupled with a computational network analysis, allowing an efficient prediction of novel Yersinia virulence factors based on gene and protein expression patterns.

[1]  R. Brubaker Influence of Na+, Dicarboxylic Amino Acids, and pH in Modulating the Low-Calcium Response of Yersinia pestis , 2005, Infection and Immunity.

[2]  Richard D. Smith,et al.  Global Systems-Level Analysis of Hfq and SmpB Deletion Mutants in Salmonella: Implications for Virulence and Global Protein Translation , 2009, PloS one.

[3]  B. J. Hinnebusch,et al.  The Yersinia pestis caf1M1A1 Fimbrial Capsule Operon Promotes Transmission by Flea Bite in a Mouse Model of Bubonic Plague , 2008, Infection and Immunity.

[4]  A. Zvi,et al.  The NlpD Lipoprotein Is a Novel Yersinia pestis Virulence Factor Essential for the Development of Plague , 2009, PloS one.

[5]  J. Vogel,et al.  The RNA chaperone Hfq is essential for the virulence of Salmonella typhimurium , 2007, Molecular microbiology.

[6]  R. Rosqvist,et al.  Role of Fraction 1 Antigen of Yersinia pestis in Inhibition of Phagocytosis , 2002, Infection and Immunity.

[7]  M. Gerstein,et al.  Comparing protein abundance and mRNA expression levels on a genomic scale , 2003, Genome Biology.

[8]  Dietmar Schomburg,et al.  MetaboliteDetector: comprehensive analysis tool for targeted and nontargeted GC/MS based metabolome analysis. , 2009, Analytical chemistry.

[9]  M. Simmonds,et al.  Genome sequence of Yersinia pestis, the causative agent of plague , 2001, Nature.

[10]  S. Welkos,et al.  Mu dI1(Ap lac) mutagenesis of Yersinia pestis plasmid pFra and identification of temperature-regulated loci associated with virulence. , 2004, Plasmid.

[11]  Brad T. Sherman,et al.  Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists , 2008, Nucleic acids research.

[12]  R. Brubaker Interleukin-10 and Inhibition of Innate Immunity to Yersiniae: Roles of Yops and LcrV (V Antigen) , 2003, Infection and Immunity.

[13]  Ryan T Kelly,et al.  Array of chemically etched fused-silica emitters for improving the sensitivity and quantitation of electrospray ionization mass spectrometry. , 2007, Analytical chemistry.

[14]  Jean-Loup Guillaume,et al.  Fast unfolding of communities in large networks , 2008, 0803.0476.

[15]  Richard D. Smith,et al.  Robust algorithm for alignment of liquid chromatography-mass spectrometry analyses in an accurate mass and time tag data analysis pipeline. , 2006, Analytical chemistry.

[16]  T. Schwan,et al.  Murine toxin of Yersinia pestis shows phospholipase D activity but is not required for virulence in mice. , 2000, International journal of medical microbiology : IJMM.

[17]  Joshua N. Adkins,et al.  Comparative Omics-Driven Genome Annotation Refinement: Application across Yersiniae , 2012, PloS one.

[18]  Ronald J Moore,et al.  Fully automated four-column capillary LC-MS system for maximizing throughput in proteomic analyses. , 2008, Analytical chemistry.

[19]  Richard D. Smith,et al.  Advances in proteomics data analysis and display using an accurate mass and time tag approach. , 2006, Mass spectrometry reviews.

[20]  V. Kutyrev,et al.  Expression of the Plague Plasminogen Activator in Yersinia pseudotuberculosis andEscherichia coli , 1999, Infection and Immunity.

[21]  J. Collins,et al.  Large-Scale Mapping and Validation of Escherichia coli Transcriptional Regulation from a Compendium of Expression Profiles , 2007, PLoS biology.

[22]  J. Dixon,et al.  Role of Yersinia Murine Toxin in Survival of Yersinia pestis in the Midgut of the Flea Vector , 2002, Science.

[23]  Ruifu Yang,et al.  Genetics of Metabolic Variations between Yersinia pestis Biovars and the Proposal of a New Biovar, microtus , 2004, Journal of bacteriology.

[24]  Richard D. Smith,et al.  Formation of dehydroalanine from mimosine and cysteine: artifacts in gas chromatography/mass spectrometry based metabolomics. , 2011, Rapid communications in mass spectrometry : RCM.

[25]  Ruifu Yang,et al.  Involvement of the Post-Transcriptional Regulator Hfq in Yersinia pestis Virulence , 2009, PloS one.

[26]  C. Médigue,et al.  Insights into the evolution of Yersinia pestis through whole-genome comparison with Yersinia pseudotuberculosis. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[27]  S. V. Samoilova,et al.  Virulent non-capsulate Yersinia pestis variants constructed by insertion mutagenesis. , 1995, Journal of medical microbiology.

[28]  R. Isberg,et al.  The psa locus is responsible for thermoinducible binding of Yersinia pseudotuberculosis to cultured cells , 1996, Infection and immunity.

[29]  Ying Xu,et al.  Improved peptide elution time prediction for reversed-phase liquid chromatography-MS by incorporating peptide sequence information. , 2006, Analytical chemistry.

[30]  B. J. Hinnebusch,et al.  Transit through the Flea Vector Induces a Pretransmission Innate Immunity Resistance Phenotype in Yersinia pestis , 2010, PLoS pathogens.

[31]  O. Fiehn,et al.  FiehnLib: mass spectral and retention index libraries for metabolomics based on quadrupole and time-of-flight gas chromatography/mass spectrometry. , 2009, Analytical chemistry.

[32]  Navdeep Jaitly,et al.  VIPER: an advanced software package to support high-throughput LC-MS peptide identification , 2007, Bioinform..

[33]  A. Forsberg,et al.  Genetic analysis of virulence determinants unique to Yersinia pestis. , 1995, Contributions to microbiology and immunology.

[34]  Navdeep Jaitly,et al.  DAnTE: a statistical tool for quantitative analysis of -omics data , 2008, Bioinform..

[35]  R. Brubaker,et al.  Physiological basis of the low calcium response in Yersinia pestis , 1994, Infection and immunity.

[36]  F. Pontén,et al.  Correlations between RNA and protein expression profiles in 23 human cell lines , 2009, BMC Genomics.

[37]  W. W. Lathem,et al.  The Small RNA Chaperone Hfq Is Required for the Virulence of Yersinia pseudotuberculosis , 2010, Infection and Immunity.

[38]  S. Welkos,et al.  Relationship between virulence and immunity as revealed in recent studies of the F1 capsule of Yersinia pestis. , 1995, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[39]  O. A. Protsenko,et al.  Plasmid content in Yersinia pestis strains of different origin. , 1990, FEMS microbiology letters.

[40]  Nikola Tolić,et al.  PRISM: A data management system for high‐throughput proteomics , 2006, Proteomics.

[41]  G. Cornelis,et al.  Assembly and function of type III secretory systems. , 2000, Annual review of microbiology.

[42]  L. Lindler,et al.  The pH 6 Antigen Is an Antiphagocytic Factor Produced by Yersinia pestis Independent of Yersinia Outer Proteins and Capsule Antigen , 2004, Infection and Immunity.

[43]  V. L. Miller,et al.  The Dependence of the Yersinia pestis Capsule on Pathogenesis Is Influenced by the Mouse Background , 2010, Infection and Immunity.

[44]  V. L. Miller,et al.  Reevaluation of the virulence phenotype of the inv yadA double mutants of Yersinia pseudotuberculosis , 1997, Infection and immunity.

[45]  H. A. Jones,et al.  Yersiniabactin from Yersinia pestis: biochemical characterization of the siderophore and its role in iron transport and regulation. , 1999, Microbiology.

[46]  P. V. van Helden,et al.  Glutamate dehydrogenase and glutamine synthetase are regulated in response to nitrogen availability in Myocbacterium smegmatis , 2010, BMC Microbiology.

[47]  Andrey P. Anisimov,et al.  Intraspecific Diversity of Yersinia pestis , 2004, Clinical Microbiology Reviews.

[48]  Bob Brubaker,et al.  Yersinia pestis and Bubonic Plague , 2006 .

[49]  Joshua N. Adkins,et al.  Systems analysis of multiple regulator perturbations allows discovery of virulence factors in Salmonella , 2011, BMC Systems Biology.

[50]  R. Nichols,et al.  Application of DNA microarrays to study the evolutionary genomics of Yersinia pestis and Yersinia pseudotuberculosis. , 2003, Genome research.

[51]  Giovanna Morelli,et al.  Microevolution and history of the plague bacillus, Yersinia pestis. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[52]  M. Marceau Transcriptional regulation in Yersinia: an update. , 2005, Current issues in molecular biology.

[53]  R. Brubaker,et al.  Plasmids in Yersinia pestis , 1981, Infection and immunity.

[54]  M. Klempner,et al.  Yersinia pestis pH 6 antigen: genetic, biochemical, and virulence characterization of a protein involved in the pathogenesis of bubonic plague , 1990, Infection and immunity.

[55]  R. Perry,et al.  Yersiniabactin iron uptake: mechanisms and role in Yersinia pestis pathogenesis. , 2011, Microbes and infection.

[56]  A. Derbise,et al.  Evaluation of O-antigen inactivation on Pla activity and virulence of Yersinia pseudotuberculosis harbouring the pPla plasmid. , 2005, Microbiology.

[57]  Alan R. Dabney,et al.  A statistical method for assessing peptide identification confidence in accurate mass and time tag proteomics. , 2011, Analytical chemistry.

[58]  R. Perry,et al.  Yersinia pestis--etiologic agent of plague , 1997, Clinical microbiology reviews.

[59]  Joshua N. Adkins,et al.  MASIC: A software program for fast quantitation and flexible visualization of chromatographic profiles from detected LC-MS(/MS) features , 2008, Comput. Biol. Chem..

[60]  P. Shannon,et al.  Cytoscape: a software environment for integrated models of biomolecular interaction networks. , 2003, Genome research.

[61]  J. Vogel,et al.  Deep Sequencing Analysis of Small Noncoding RNA and mRNA Targets of the Global Post-Transcriptional Regulator, Hfq , 2008, PLoS genetics.

[62]  L. Emödy,et al.  Expression of Plasminogen Activator Pla ofYersinia pestis Enhances Bacterial Attachment to the Mammalian Extracellular Matrix , 1998, Infection and Immunity.