Coordinated Regulation of Virulence during Systemic Infection of Salmonella enterica Serovar Typhimurium

To cause a systemic infection, Salmonella must respond to many environmental cues during mouse infection and express specific subsets of genes in a temporal and spatial manner, but the regulatory pathways are poorly established. To unravel how micro-environmental signals are processed and integrated into coordinated action, we constructed in-frame non-polar deletions of 83 regulators inferred to play a role in Salmonella enteriditis Typhimurium (STM) virulence and tested them in three virulence assays (intraperitoneal [i.p.], and intragastric [i.g.] infection in BALB/c mice, and persistence in 129X1/SvJ mice). Overall, 35 regulators were identified whose absence attenuated virulence in at least one assay, and of those, 14 regulators were required for systemic mouse infection, the most stringent virulence assay. As a first step towards understanding the interplay between a pathogen and its host from a systems biology standpoint, we focused on these 14 genes. Transcriptional profiles were obtained for deletions of each of these 14 regulators grown under four different environmental conditions. These results, as well as publicly available transcriptional profiles, were analyzed using both network inference and cluster analysis algorithms. The analysis predicts a regulatory network in which all 14 regulators control the same set of genes necessary for Salmonella to cause systemic infection. We tested the regulatory model by expressing a subset of the regulators in trans and monitoring transcription of 7 known virulence factors located within Salmonella pathogenicity island 2 (SPI-2). These experiments validated the regulatory model and showed that the response regulator SsrB and the MarR type regulator, SlyA, are the terminal regulators in a cascade that integrates multiple signals. Furthermore, experiments to demonstrate epistatic relationships showed that SsrB can replace SlyA and, in some cases, SlyA can replace SsrB for expression of SPI-2 encoded virulence factors.

[1]  T. Miki,et al.  Identification of amino acid residues of Salmonella SlyA that are critical for transcriptional regulation. , 2007, Microbiology.

[2]  S. Falkow,et al.  Extraintestinal dissemination of Salmonella by CD18-expressing phagocytes , 1999, Nature.

[3]  G. Dougan,et al.  Characterization of porin and ompR mutants of a virulent strain of Salmonella typhimurium: ompR mutants are attenuated in vivo , 1989, Infection and immunity.

[4]  C. Dorman,et al.  The integration host factor (IHF) integrates stationary‐phase and virulence gene expression in Salmonella enterica serovar Typhimurium , 2006, Molecular microbiology.

[5]  S. Sealfon,et al.  Accuracy and calibration of commercial oligonucleotide and custom cDNA microarrays. , 2002, Nucleic acids research.

[6]  F. Heffron,et al.  Salmonella typhimurium loci involved in survival within macrophages , 1994, Infection and immunity.

[7]  F. Heffron,et al.  sciS, an icmF Homolog in Salmonella enterica Serovar Typhimurium, Limits Intracellular Replication and Decreases Virulence , 2005, Infection and Immunity.

[8]  V. L. Miller,et al.  Regulation of virulence by members of the MarR/SlyA family. , 2006, Current opinion in microbiology.

[9]  L. Knodler,et al.  Modulation and Utilization of Host Cell Phosphoinositides by Salmonella spp , 2004, Infection and Immunity.

[10]  L. Kenney,et al.  Dual regulation by phospho‐OmpR of ssrA/B gene expression in Salmonella pathogenicity island 2 , 2003, Molecular microbiology.

[11]  E. Groisman,et al.  At Least Four Percent of the Salmonella typhimurium Genome Is Required for Fatal Infection of Mice , 1998, Infection and Immunity.

[12]  H. Ochman,et al.  Cognate gene clusters govern invasion of host epithelial cells by Salmonella typhimurium and Shigella flexneri. , 1993, The EMBO journal.

[13]  R. Curtiss,et al.  Characterization and protective properties of attenuated mutants of Salmonella choleraesuis , 1992, Infection and immunity.

[14]  F. Fang,et al.  Antimicrobial Actions of the Nadph Phagocyte Oxidase and Inducible Nitric Oxide Synthase in Experimental Salmonellosis. I. Effects on Microbial Killing by Activated Peritoneal Macrophages in Vitro , 2000, The Journal of experimental medicine.

[15]  Yipeng Wang,et al.  Selective Silencing of Foreign DNA with Low GC Content by the H-NS Protein in Salmonella , 2006, Science.

[16]  T. Latifi,et al.  Overcoming H-NS-mediated Transcriptional Silencing of Horizontally Acquired Genes by the PhoP and SlyA Proteins in Salmonella enterica* , 2008, Journal of Biological Chemistry.

[17]  Jeffrey H. Miller Experiments in molecular genetics , 1972 .

[18]  K. Hughes,et al.  Energy source of flagellar type III secretion , 2008, Nature.

[19]  A. Ouellette,et al.  The alternative sigma factor σE is required for resistance of Salmonella enterica serovar Typhimurium to anti‐microbial peptides , 2005, Molecular microbiology.

[20]  Stephen M Graham,et al.  Salmonellosis in children in developing and developed countries and populations , 2002, Current opinion in infectious diseases.

[21]  F. Heffron,et al.  Inhibition of macrophage phagosome-lysosome fusion by Salmonella typhimurium , 1991, Infection and immunity.

[22]  V. DiRita,et al.  Regulation of gene expression in Vibrio cholerae by ToxT involves both antirepression and RNA polymerase stimulation , 2002, Molecular microbiology.

[23]  L. Kenney,et al.  The response regulator SsrB activates transcription and binds to a region overlapping OmpR binding sites at Salmonella pathogenicity island 2 , 2004, Molecular microbiology.

[24]  Mark P Stevens,et al.  Identification of host‐specific colonization factors of Salmonella enterica serovar Typhimurium , 2004, Molecular microbiology.

[25]  John Quackenbush,et al.  Genesis: cluster analysis of microarray data , 2002, Bioinform..

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

[27]  U. Yrlid,et al.  Antigen Presentation Capacity and Cytokine Production by Murine Splenic Dendritic Cell Subsets upon Salmonella Encounter1 , 2002, The Journal of Immunology.

[28]  D. Briles,et al.  The intracellular nature of Salmonella infection during the early stages of mouse typhoid. , 1994, Immunology series.

[29]  Jeffrey Green,et al.  PhoP-Responsive Expression of the Salmonella enterica Serovar Typhimurium slyA Gene , 2003, Journal of bacteriology.

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

[31]  D. Botstein,et al.  Secretion of beta-lactamase requires the carboxy end of the protein , 1980, Cell.

[32]  S. Porwollik,et al.  Global regulation by CsrA in Salmonella typhimurium , 2003, Molecular microbiology.

[33]  Fred Heffron,et al.  Analysis of the Salmonella typhimurium Proteome through Environmental Response toward Infectious Conditions* , 2006, Molecular & Cellular Proteomics.

[34]  B. Finlay,et al.  SseL Is a Salmonella-Specific Translocated Effector Integrated into the SsrB-Controlled Salmonella Pathogenicity Island 2 Type III Secretion System , 2006, Infection and Immunity.

[35]  Fouzia Haider,et al.  Alternate SlyA and H-NS nucleoprotein complexes control hlyE expression in Escherichia coli K-12 , 2007, Molecular microbiology.

[36]  Mi-jin Lee,et al.  Identification of Salmonella gallinarum virulence genes in a chicken infection model using PCR-based signature-tagged mutagenesis. , 2005, Microbiology.

[37]  F. Heffron,et al.  Analysis of Cells Targeted by Salmonella Type III Secretion In Vivo , 2007, PLoS pathogens.

[38]  C. Haidaris,et al.  Mutants of Salmonella typhimurium that cannot survive within the macrophage are avirulent. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[39]  S. Libby,et al.  The Salmonella virulence plasmid spv genes are required for cytopathology in human monocyte‐derived macrophages , 2000, Cellular microbiology.

[40]  S. Libby,et al.  The spv genes on the Salmonella dublin virulence plasmid are required for severe enteritis and systemic infection in the natural host , 1997, Infection and immunity.

[41]  P. Dersch,et al.  RovA is autoregulated and antagonizes H‐NS‐mediated silencing of invasin and rovA expression in Yersinia pseudotuberculosis , 2004, Molecular microbiology.

[42]  M. Wick,et al.  Salmonella induces death of CD8α+ dendritic cells but not CD11cintCD11b+ inflammatory cells in vivo via MyD88 and TNFR1 , 2009, Journal of leukocyte biology.

[43]  C. Ginocchio,et al.  The molecular genetic bases of Salmonella entry into mammalian cells. , 1994, Biochemical Society transactions.

[44]  Anuj Shah,et al.  SEBINI: Software Environment for BIological Network Inference , 2006, Bioinform..

[45]  B. Wanner,et al.  One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[46]  L. Kenney,et al.  The response regulator SsrB activates expression of diverse Salmonella pathogenicity island 2 promoters and counters silencing by the nucleoid‐associated protein H‐NS , 2007, Molecular microbiology.

[47]  T. R. Licht,et al.  A Functional cra Gene Is Required forSalmonella enterica Serovar Typhimurium Virulence in BALB/c Mice , 2000, Infection and Immunity.

[48]  Jonathan Frye,et al.  A non-redundant microarray of genes for two related bacteria. , 2003, Nucleic acids research.

[49]  Rachel E. Klevit,et al.  Recognition of Antimicrobial Peptides by a Bacterial Sensor Kinase , 2005, Cell.

[50]  T. Silhavy,et al.  Genetic analysis of the switch that controls porin gene expression in Escherichia coli K-12. , 1989, Journal of molecular biology.

[51]  Paul P. Wang,et al.  Advances to Bayesian network inference for generating causal networks from observational biological data , 2004, Bioinform..

[52]  R. Read,et al.  Interaction of the Salmonella typhimuriumTranscription and Virulence Factor SlyA with Target DNA and Identification of Members of the SlyA Regulon* , 2002, The Journal of Biological Chemistry.

[53]  Jue D. Wang,et al.  Control of bacterial transcription, translation and replication by (p)ppGpp. , 2008, Current opinion in microbiology.

[54]  H. Ochman,et al.  Identification of a pathogenicity island required for Salmonella survival in host cells. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[55]  M. E. Castelli,et al.  PhoP Can Activate Its Target Genes in a PhoQ-Independent Manner , 2004, Journal of bacteriology.

[56]  Sezgin Erdoğan,et al.  Environmental regulation of Salmonella pathogenicity island 2 gene expression , 1999, Molecular microbiology.

[57]  C. Ginocchio,et al.  Molecular and functional characterization of the Salmonella invasion gene invA: homology of InvA to members of a new protein family , 1992, Journal of bacteriology.

[58]  B. Finlay,et al.  Genetic and molecular analysis of GogB, a phage-encoded type III-secreted substrate in Salmonella enterica serovar typhimurium with autonomous expression from its associated phage. , 2005, Journal of molecular biology.

[59]  G. Dougan,et al.  Antimicrobial Actions of the Nadph Phagocyte Oxidase and Inducible Nitric Oxide Synthase in Experimental Salmonellosis. II. Effects on Microbial Proliferation and Host Survival in Vivo , 2000, The Journal of experimental medicine.

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

[61]  F. Heffron,et al.  Salmonella Pathogenicity Island 1-Independent Induction of Apoptosis in Infected Macrophages bySalmonella enterica Serotype Typhimurium , 2000, Infection and Immunity.

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

[63]  J. Shea,et al.  Identification of a virulence locus encoding a second type III secretion system in Salmonella typhimurium. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[64]  B. Finlay,et al.  Salmonella Pathogenicity Island 2 Is Expressed Prior to Penetrating the Intestine , 2005, PLoS pathogens.

[65]  G. Dougan,et al.  DNA topology and adaptation of Salmonella typhimurium to an intracellular environment. , 2000, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[66]  W. Altemeier,et al.  Natural Resistance to Infection. , 1961, Progress in surgery.

[67]  R. Curtiss,et al.  Cloning and transposon insertion mutagenesis of virulence genes of the 100-kilobase plasmid of Salmonella typhimurium , 1988, Infection and immunity.

[68]  F. Fang,et al.  The alternative sigma factor katF (rpoS) regulates Salmonella virulence. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[69]  D. Botstein,et al.  Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[70]  Stanley Falkow,et al.  Microarray-Based Detection of Salmonella enterica Serovar Typhimurium Transposon Mutants That Cannot Survive in Macrophages and Mice , 2005, Infection and Immunity.

[71]  M. Hensel,et al.  pH‐dependent secretion of SseB, a product of the SPI‐2 type III secretion system of Salmonella typhimurium , 1999, Molecular microbiology.

[72]  F. Fang,et al.  Co‐regulation of Salmonella enterica genes required for virulence and resistance to antimicrobial peptides by SlyA and PhoP/PhoQ , 2005, Molecular microbiology.

[73]  J. Foster,et al.  Acid Shock Accumulation of Sigma S in Salmonella enterica Involves Increased Translation, Not Regulated Degradation , 2003, Journal of Molecular Microbiology and Biotechnology.

[74]  W. Kong,et al.  Molecular Mechanism for Establishment of Signal-dependent Regulation in the PhoP/PhoQ System* , 2008, Journal of Biological Chemistry.

[75]  Nicola J. Rinaldi,et al.  Transcriptional Regulatory Networks in Saccharomyces cerevisiae , 2002, Science.

[76]  John Turk,et al.  PhoP‐regulated Salmonella resistance to the antimicrobial peptides magainin 2 and polymyxin B , 2004, Molecular microbiology.

[77]  L. Reed,et al.  A SIMPLE METHOD OF ESTIMATING FIFTY PER CENT ENDPOINTS , 1938 .

[78]  B. Finlay,et al.  Expression and Secretion of Salmonella Pathogenicity Island-2 Virulence Genes in Response to Acidification Exhibit Differential Requirements of a Functional Type III Secretion Apparatus and SsaL* , 2004, Journal of Biological Chemistry.

[79]  Michael J Lowden,et al.  Negative regulation of Salmonella pathogenicity island 2 is required for contextual control of virulence during typhoid. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[80]  V. Anne Smith,et al.  Influence of Network Topology and Data Collection on Network Inference , 2003, Pacific Symposium on Biocomputing.

[81]  E. Groisman,et al.  The PhoP/PhoQ system controls the intramacrophage type three secretion system of Salmonella enterica , 2005, Molecular microbiology.

[82]  Eduardo A. Groisman,et al.  Transcriptional Control of the Antimicrobial Peptide Resistance ugtL Gene by the Salmonella PhoP and SlyA Regulatory Proteins* , 2004, Journal of Biological Chemistry.

[83]  J. Kim,et al.  CadC Has a Global Translational Effect during Acid Adaptation in Salmonella enterica Serovar Typhimurium , 2007, Journal of bacteriology.

[84]  F. Heffron,et al.  Salmonella typhimurium disseminates within its host by manipulating the motility of infected cells , 2006, Proceedings of the National Academy of Sciences.

[85]  W. Goebel,et al.  A cytolysin encoded by Salmonella is required for survival within macrophages. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[86]  Richard D. Smith,et al.  Proteomic Analysis of Salmonella enterica Serovar Typhimurium Isolated from RAW 264.7 Macrophages , 2006, Journal of Biological Chemistry.

[87]  S. Shen-Orr,et al.  Network motifs in the transcriptional regulation network of Escherichia coli , 2002, Nature Genetics.

[88]  E. Groisman,et al.  Mg2+ as an Extracellular Signal: Environmental Regulation of Salmonella Virulence , 1996, Cell.

[89]  H. Frost,et al.  The American Journal of Hygiene , 1920, Science.

[90]  D. Belin,et al.  Tight regulation, modulation, and high-level expression by vectors containing the arabinose PBAD promoter , 1995, Journal of bacteriology.

[91]  J. Galán,et al.  Identification of a Transcriptional Regulator That Controls Intracellular Gene Expression in Salmonella Typhi , 2022 .

[92]  M. Hensel,et al.  Mutations in Salmonella Pathogenicity Island 2 (SPI2) Genes Affecting Transcription of SPI1 Genes and Resistance to Antimicrobial Agents , 1998, Journal of bacteriology.

[93]  M. Wick,et al.  Monocyte Recruitment, Activation, and Function in the Gut-Associated Lymphoid Tissue during Oral Salmonella Infection1 , 2007, The Journal of Immunology.

[94]  S. Falkow,et al.  OmpR Regulates the Two-Component System SsrA-SsrB in Salmonella Pathogenicity Island 2 , 2000, Journal of bacteriology.

[95]  E. L. Hohmann Nontyphoidal salmonellosis. , 2001, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[96]  Kathleen Marchal,et al.  Comparison of the PhoPQ Regulon in Escherichia coli and Salmonella typhimurium , 2005, Journal of Molecular Evolution.

[97]  J. Shea,et al.  Simultaneous identification of bacterial virulence genes by negative selection. , 1995, Science.

[98]  Arthur Thompson,et al.  Unravelling the biology of macrophage infection by gene expression profiling of intracellular Salmonella enterica , 2002, Molecular microbiology.

[99]  Corey Nislow,et al.  A unique and universal molecular barcode array , 2006, Nature Methods.

[100]  D. Malo,et al.  Natural resistance to infection with intracellular parasites: Isolation of a candidate for Bcg , 1993, Cell.

[101]  Yipeng Wang,et al.  WebArray: an online platform for microarray data analysis , 2005, BMC Bioinformatics.