Quantitative PCR-Based Competitive Index for High-Throughput Screening of Salmonella Virulence Factors

ABSTRACT Salmonella enterica serovar Typhimurium is an intracellular pathogen and a main cause of food-borne illness. In this study, a quantitative PCR (qPCR)-based competitive index (CI) method was developed to simultaneously compare the growth of multiple Salmonella strains. This method was applied to a mixture of 17 Salmonella mutants lacking regulator genes, and their survival ratios were compared based on expression of natural resistance-associated macrophage protein 1 (Nramp1). Nramp1, as a major host innate immune component, controls the intracellular replication of pathogens. Deletion strains containing unique DNA barcodes in place of regulator genes were mixed with the parental control, and the bacteria were inoculated into congenic mice differing only at Nramp1. Most of the deletion strains were outcompeted by wild-type bacteria in either mouse strain, and the lack of Nramp1 didn't increase the tested strain/parent control replication ratios. When the same collection of mutants was tested in congenic mouse-derived primary macrophages, a major Nramp1-expressing cell type, six strains (ΔhimD, ΔphoP/phoQ, ΔrpoE, ΔrpoS, ΔompR/envZ, and Δhfq strains) grew better in Nramp1−/− than in Nramp1+/+ macrophages, suggesting that these six regulators may play roles in overcoming Nramp1-mediated bactericidal activity in primary macrophages. The discrepancy in survival of macrophages and that of mice suggests either that there are differences in macrophage populations or that other cell types expressing Nramp1 control Salmonella proliferation in the host. The method described allows competitive infection analysis to be carried out on complex mixtures of bacteria and provides high reproducibility from independent biological replicates.

[1]  Bruce A. Stanton,et al.  Long-Distance Delivery of Bacterial Virulence Factors by Pseudomonas aeruginosa Outer Membrane Vesicles , 2009, PLoS pathogens.

[2]  Hyunjin Yoon,et al.  Coordinated Regulation of Virulence during Systemic Infection of Salmonella enterica Serovar Typhimurium , 2009, PLoS pathogens.

[3]  B. Coburn,et al.  Nramp1 drives an accelerated inflammatory response during Salmonella‐induced colitis in mice , 2009, Cellular microbiology.

[4]  B. Finlay,et al.  Nramp1 expression by dendritic cells modulates inflammatory responses during Salmonella Typhimurium infection , 2008, Cellular microbiology.

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

[6]  R. Steinman,et al.  Taking dendritic cells into medicine , 2007, Nature.

[7]  Jacqueline K. White,et al.  Slc11a1, Formerly Nramp1, Is Expressed in Dendritic Cells and Influences Major Histocompatibility Complex Class II Expression and Antigen-Presenting Cell Function , 2007, Infection and Immunity.

[8]  Yong Zhao,et al.  The macrophage heterogeneity: Difference between mouse peritoneal exudate and splenic F4/80+ macrophages , 2006, Journal of cellular physiology.

[9]  C. Huynh,et al.  A Leishmania amazonensis ZIP family iron transporter is essential for parasite replication within macrophage phagolysosomes , 2006, The Journal of experimental medicine.

[10]  Feng Chen,et al.  Statistical analysis of real-time PCR data , 2006, BMC Bioinformatics.

[11]  R. Hauck,et al.  Comparison of the Specificity and Sensitivity of PCR, Nested PCR, and Real-Time PCR for the Diagnosis of Histomoniasis , 2005, Avian diseases.

[12]  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.

[13]  Hidde L Ploegh,et al.  CX3CR1-Mediated Dendritic Cell Access to the Intestinal Lumen and Bacterial Clearance , 2005, Science.

[14]  M. Reedy,et al.  Enterotoxigenic Escherichia coli vesicles target toxin delivery into mammalian cells , 2004, The EMBO journal.

[15]  Agneta Richter-Dahlfors,et al.  Vesicle-Mediated Export and Assembly of Pore-Forming Oligomers of the Enterobacterial ClyA Cytotoxin , 2003, Cell.

[16]  P. Gros,et al.  Iron, manganese, and cobalt transport by Nramp1 (Slc11a1) and Nramp2 (Slc11a2) expressed at the plasma membrane. , 2003, Blood.

[17]  F. Marincola,et al.  Quantitative real-time PCR: a powerful ally in cancer research. , 2003, Trends in molecular medicine.

[18]  A. Moorman,et al.  Assumption-free analysis of quantitative real-time polymerase chain reaction (PCR) data , 2003, Neuroscience Letters.

[19]  B. Finlay,et al.  Host–pathogen interactions: Host resistance factor Nramp1 up-regulates the expression of Salmonella pathogenicity island-2 virulence genes , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[20]  James M. Slauch,et al.  Identification of GtgE, a Novel Virulence Factor Encoded on the Gifsy-2 Bacteriophage of Salmonella enterica Serovar Typhimurium , 2002, Journal of bacteriology.

[21]  S. Grinstein,et al.  Expression and subcellular localization of NRAMP1 in human neutrophil granules. , 2002, Blood.

[22]  E. Puchhammer-Stöckl,et al.  Diagnosis of herpesvirus infections of the central nervous system. , 2002, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[23]  J. Slauch,et al.  Construction of targeted single copy lac fusions using lambda Red and FLP-mediated site-specific recombination in bacteria. , 2002, Gene.

[24]  P. Seu,et al.  The natural resistance-associated macrophage protein 1 Slc11a1 (formerly Nramp1) and iron metabolism in macrophages. , 2002, Microbes and infection.

[25]  W. Kamphuis,et al.  Prostanoid receptor gene expression profile in human trabecular meshwork: a quantitative real-time PCR approach. , 2001, Investigative ophthalmology & visual science.

[26]  Thomas D. Schmittgen,et al.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. , 2001, Methods.

[27]  D. Holden,et al.  Identification and analysis of bacterial virulence genes in vivo. , 2000, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[28]  C. Beuzón,et al.  Use of mixed infections with Salmonella strains to study virulence genes and their interactions in vivo. , 2001, Microbes and infection.

[29]  A. Lalmanach,et al.  Effect of the mouse Nramp1 genotype on the expression of IFN-gamma gene in early response to Salmonella infection. , 2001, Microbes and infection.

[30]  M. Pfaffl,et al.  A new mathematical model for relative quantification in real-time RT-PCR. , 2001, Nucleic acids research.

[31]  S. Bustin Absolute quantification of mRNA using real-time reverse transcription polymerase chain reaction assays. , 2000, Journal of molecular endocrinology.

[32]  S. Rubino,et al.  Role of the Salmonella abortusovis virulence plasmid in the infection of BALB/c mice. , 2000, FEMS microbiology letters.

[33]  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.

[34]  V. Demkin,et al.  Application of nested-PCR technique for the diagnosis of tuberculosis , 2000, Bulletin of Experimental Biology and Medicine.

[35]  E. N. Miller,et al.  Understanding the multiple functions of Nramp1. , 2000, Microbes and infection.

[36]  A. Lalmanach,et al.  Host cytokine response and resistance to Salmonella infection. , 1999, Microbes and infection.

[37]  B. Zwilling,et al.  Role of Iron in Nramp1-Mediated Inhibition of Mycobacterial Growth , 1999, Infection and Immunity.

[38]  J. Blackwell,et al.  Localisation of Nramp1 in macrophages: modulation with activation and infection. , 1998, Journal of cell science.

[39]  P. Gros,et al.  Macrophage NRAMP1 and its role in resistance to microbial infections , 1998, Inflammation Research.

[40]  B. Finlay,et al.  Murine Salmonellosis Studied by Confocal Microscopy: Salmonella typhimurium Resides Intracellularly Inside Macrophages and Exerts a Cytotoxic Effect on Phagocytes In Vivo , 1997, The Journal of experimental medicine.

[41]  F. Heffron,et al.  Synergistic effect of mutations in invA and lpfC on the ability of Salmonella typhimurium to cause murine typhoid , 1997, Infection and immunity.

[42]  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.

[43]  P. Gros,et al.  Natural Resistance to Infection with Intracellular Pathogens: The Nramp1 Protein Is Recruited to the Membrane of the Phagosome , 1997, The Journal of experimental medicine.

[44]  J. Blackwell,et al.  Nramp1 transfection transfers Ity/Lsh/Bcg-related pleiotropic effects on macrophage activation: influence on antigen processing and presentation , 1997, Infection and immunity.

[45]  K. Livak,et al.  Real time quantitative PCR. , 1996, Genome research.

[46]  D. Malo,et al.  The Ity/Lsh/Bcg locus: natural resistance to infection with intracellular parasites is abrogated by disruption of the Nramp1 gene , 1995, The Journal of experimental medicine.

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

[48]  J. Blackwell,et al.  Nramp Transfection Transfers Ity/Lsh/Bcg-Related Pleiotropic Effects on Macrophage Activation: Influence on Oxidative Burst and Nitric Oxide Pathways , 1995, Molecular medicine.

[49]  J. Blackwell,et al.  Induction of early-response genes KC and JE by mycobacterial lipoarabinomannans: regulation of KC expression in murine macrophages by Lsh/Ity/Bcg (candidate Nramp) , 1994, Infection and immunity.

[50]  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.

[51]  J. W. Conlan,et al.  Neutrophils are essential for early anti-Listeria defense in the liver, but not in the spleen or peritoneal cavity, as revealed by a granulocyte-depleting monoclonal antibody , 1994, The Journal of experimental medicine.

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

[53]  D. Portnoy,et al.  Dual roles of plcA in Listeria monocytogenes pathogenesis , 1993, Molecular microbiology.

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

[55]  F. Heffron,et al.  Intracellular survival of wild-type Salmonella typhimurium and macrophage-sensitive mutants in diverse populations of macrophages , 1989, Infection and immunity.

[56]  V. L. Miller,et al.  Use of phoA gene fusions to identify a pilus colonization factor coordinately regulated with cholera toxin. , 1987, Proceedings of the National Academy of Sciences of the United States of America.

[57]  R. Freter,et al.  Role of chemotaxis in the association of motile bacteria with intestinal mucosa: in vivo studies , 1981, Infection and immunity.

[58]  C. Hormaeche Natural resistance to Salmonella typhimurium in different inbred mouse strains. , 1979, Immunology.

[59]  A. Glynn,et al.  Natural resistance to Salmonella infection, delayed hypersensitivity and Ir genes in different strains of mice , 1974, Nature.

[60]  C. Gerichter The dissemination of Salmonella typhi, S. paratyphi A and S. paratyphi B through the organs of the white mouse by oral infection , 1960, Journal of Hygiene.

[61]  B. Stocker,et al.  Some hypotheses on the aetiology of fatal infections in partially resistant hosts and their application to mice challenged with Salmonella paratyphi-B or Salmonella typhimurium by intraperitoneal injection. , 1957, Journal of general microbiology.

[62]  Olivier Restif,et al.  A dynamic view of the spread and intracellular distribution of Salmonella enterica , 2009, Nature Reviews Microbiology.

[63]  Ronald W. Davis,et al.  High-throughput creation of a whole-genome collection of yeast knockout strains. , 2008, Methods in molecular biology.

[64]  R. Rubin,et al.  Salmonellosis: Microbiologic, pathologic, and clinical features , 1977 .