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Fernández-Fernández R, López-Igual R, Casadesús J, Sánchez-Romero MA. Analysis of Salmonella lineage-specific traits upon cell sorting. Front Cell Infect Microbiol 2023; 13:1146070. [PMID: 37065195 PMCID: PMC10090396 DOI: 10.3389/fcimb.2023.1146070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/14/2023] [Indexed: 03/31/2023] Open
Abstract
Microbial cell individuality is receiving increasing interest in the scientific community. Individual cells within clonal populations exhibit noticeable phenotypic heterogeneity. The advent of fluorescent protein technology and advances in single-cell analysis has revealed phenotypic cell variant in bacterial populations. This heterogeneity is evident in a wide range of phenotypes, for example, individual cells display variable degrees of gene expression and survival under selective conditions and stresses, and can exhibit differing propensities to host interactions. Last few years, numerous cell sorting approaches have been employed for resolving the properties of bacterial subpopulations. This review provides an overview of applications of cell sorting to analyze Salmonella lineage-specific traits, including bacterial evolution studies, gene expression analysis, response to diverse cellular stresses and characterization of diverse bacterial phenotypic variants.
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Affiliation(s)
- Rocío Fernández-Fernández
- Departamento de Genética, Facultad de Biología, Universidad de Sevilla, Seville, Spain
- Departamento de Microbiología y Parasitología, Facultad de Farmacia, Universidad de Sevilla, Seville, Spain
| | - Rocío López-Igual
- Instituto de Bioquímica Vegetal y Fotosíntesis, Universidad de Sevilla and C.S.I.C., Seville, Spain
| | - Josep Casadesús
- Departamento de Genética, Facultad de Biología, Universidad de Sevilla, Seville, Spain
| | - María Antonia Sánchez-Romero
- Departamento de Microbiología y Parasitología, Facultad de Farmacia, Universidad de Sevilla, Seville, Spain
- *Correspondence: María Antonia Sánchez-Romero,
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Mutoji KN, Ennis DG. Expression of common fluorescent reporters may modulate virulence for Mycobacterium marinum: dramatic attenuation results from Gfp over-expression. Comp Biochem Physiol C Toxicol Pharmacol 2012; 155:39-48. [PMID: 21658470 DOI: 10.1016/j.cbpc.2011.05.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2011] [Revised: 05/20/2011] [Accepted: 05/24/2011] [Indexed: 11/25/2022]
Abstract
Mycobacterium marinum is an established surrogate pathogen for Mycobacterium tuberculosis because of its strong conservation of thousands of orthologous genes, lower risk to researchers and similar pathology in fish. This pathogen causes TB-like chronic disease in a wide variety of fish species. As in human TB, the microbe grows within the host macrophages, can mount life-long chronic infections and produces granulomatous lesions in target organs. One of the fish species known to manifest chronic "fish TB" is the small laboratory fish, Japanese ricefish (medaka; Oryzias latipes). Our laboratory is currently characterizing the disease progression in medaka using fluorescent reporter systems that are introduced into engineered strains of M. marinum. While conducting these studies we observed differences in growth, plasmid stability, and virulence depending on which fluorescent reporter construct was present. Here, we describe large negative effects on virulence and organ colonization that occurred with a commonly used plasmid pG13, that expresses green fluorescent protein (Gfp). The studies presented here, indicate that Gfp over-expression was the basis for the reduced virulence in this reporter construct. We also show that these negative effects could be reversed by significantly reducing Gfp expression levels or by using low-expression constructs of Rfp.
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Affiliation(s)
- K Nadine Mutoji
- Department of Biology, University of Louisiana, Lafayette, LA 70504, USA
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3
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Fluorescent Proteins as a Visible Molecular Signal for Rapid Quantification of Bioprocesses: Potential and Challenges. Chin J Chem Eng 2010. [DOI: 10.1016/s1004-9541(09)60140-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Tian B, Yang J, Zhang KQ. Bacteria used in the biological control of plant-parasitic nematodes: populations, mechanisms of action, and future prospects. FEMS Microbiol Ecol 2007; 61:197-213. [PMID: 17651135 DOI: 10.1111/j.1574-6941.2007.00349.x] [Citation(s) in RCA: 129] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
As a group of important natural enemies of nematode pests, nematophagous bacteria exhibit diverse modes of action: these include parasitizing; producing toxins, antibiotics, or enzymes; competing for nutrients; inducing systemic resistance of plants; and promoting plant health. They act synergistically on nematodes through the direct suppression of nematodes, promoting plant growth, and facilitating the rhizosphere colonization and activity of microbial antagonists. This review details the nematophagous bacteria known to date, including parasitic bacteria, opportunistic parasitic bacteria, rhizobacteria, Cry protein-forming bacteria, endophytic bacteria and symbiotic bacteria. We focus on recent research developments concerning their pathogenic mechanisms at the biochemical and molecular levels. Increased understanding of the molecular basis of the various pathogenic mechanisms of the nematophagous bacteria could potentially enhance their value as effective biological control agents. We also review a number of molecular biological approaches currently used in the study of bacterial pathogenesis in nematodes. We discuss their merits, limitations and potential uses.
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Affiliation(s)
- Baoyu Tian
- Laboratory for Conservation and Utilization of Bio-resources, Yunnan University, Kunming, China
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Bumann D, Valdivia RH. Identification of host-induced pathogen genes by differential fluorescence induction reporter systems. Nat Protoc 2007; 2:770-7. [PMID: 17446876 DOI: 10.1038/nprot.2007.78] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The ability to monitor a pathogen's gene expression program in response to the host environment is central to understanding host-microbe interactions. This protocol describes the application of a fluorescence-based promoter trap strategy, termed differential fluorescence induction (DFI), to identify and characterize bacterial genes that are preferentially expressed in infected tissues. In this approach, animals are infected with a library of bacteria expressing random GFP transcriptional gene fusions, and fluorescent bacteria are recovered directly from host tissues using fluorescence-activated cell sorting (FACS). This methodology allows for the identification of bacterial promoters induced in distinct anatomical sites and at different stages of infection. Furthermore, unlike other methodologies, the use of the GFP reporter allows for single cell, temporal and spatial monitoring of pathogen gene expression in infected animals. Library construction, promoter identification and analysis can be done in 4-8 weeks.
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Affiliation(s)
- Dirk Bumann
- Junior Research Group Mucosal Infections OE 9421, Hannover Medical School, Carl-Neuberg-Strasse 1, D-30625 Hannover, Germany
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Hernandez-Abanto SM, Woolwine SC, Jain SK, Bishai WR. Tetracycline-inducible gene expression in mycobacteria within an animal host using modified Streptomyces tcp830 regulatory elements. Arch Microbiol 2006; 186:459-64. [PMID: 16944099 DOI: 10.1007/s00203-006-0160-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2006] [Revised: 07/21/2006] [Accepted: 07/25/2006] [Indexed: 11/30/2022]
Abstract
Inducible expression systems are powerful tools for studying gene function. Though several inducible expression systems are now available for mycobacteria, none have been used to modulate bacterial gene expression during an animal infection. A tetracycline-inducible expression system from Streptomyces coelicolor was successfully adapted for use in mycobacteria. To prevent baseline expression without induction, S. coelicolor tetR gene was overexpressed using the acetamidase promoter and regulatory gene block. Target gene expression was controlled by the S. coelicolor tcp830 promoter and operator allele. The -10 promoter consensus sequence of the tcp830 promoter was modified to better resemble known strong mycobacterial promoters. Using this system, induction of tetR fully repressed tcp830-dependent expression of green fluorescent protein (GFP) to baseline levels. Addition of anhydrotetracycline led to a 62-fold induction of GFP expression in vitro and 15-fold induction in a mouse mycobacterial peritonitis model in the presence of maximal tetR expression. Chemically regulatable gene expression during animal infection may be a useful tool in studying mycobacterial pathogenesis.
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Affiliation(s)
- S Moises Hernandez-Abanto
- Center for Tuberculosis Research, Department of Medicine, Division of Infectious Diseases, Johns Hopkins School of Medicine, 1550 Orleans Street, Rm.1.08, Baltimore, MD 21231-1044, USA
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Knodler LA, Bestor A, Ma C, Hansen-Wester I, Hensel M, Vallance BA, Steele-Mortimer O. Cloning vectors and fluorescent proteins can significantly inhibit Salmonella enterica virulence in both epithelial cells and macrophages: implications for bacterial pathogenesis studies. Infect Immun 2005; 73:7027-31. [PMID: 16177386 PMCID: PMC1230934 DOI: 10.1128/iai.73.10.7027-7031.2005] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Plasmid vectors and fluorescent protein reporter systems are commonly used in the study of bacterial pathogenesis. Here we show that they can impair the ability of Salmonella enterica serovar Typhimurium to productively infect either cultured mammalian cells or mice. This has significant implications for studies that rely on these systems.
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Affiliation(s)
- Leigh A Knodler
- Laboratory of Intracellular Parasites, NIAID, NIH, Rocky Mountain Laboratories, Hamilton, MT 59840,USA
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Lehtinen J, Virta M, Lilius EM. Fluoro-luminometric real-time measurement of bacterial viability and killing. J Microbiol Methods 2003; 55:173-86. [PMID: 14500009 DOI: 10.1016/s0167-7012(03)00134-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The viability and killing of Escherichia coli was measured on a real-time basis using a fluoro-luminometric device, which allows successive measurements of fluorescence and bioluminescence without user intervention. Bacteria were made fluorescent and bioluminescent by expression of gfp and insect luciferase (lucFF) genes. The green fluorescent protein (GFP) is a highly fluorescent, extremely stable protein, which accumulates in cells during growth, and therefore the measured fluorescence signal was proportional to the total number of cells. The luciferase reaction is dependent of ATP produced by living cells, so that the bioluminescence level was a direct measure of the viable cells. In contrast to the bacterial luciferase, the insect luciferase uses a water-soluble and nonvolatile substrate, which makes automated multi-well microplate assay possible. For the validation of the assay, the proportion of living and dead cell populations was experimentally modified by incubating E. coli cells in the presence of various ethanol concentrations. Bacterial viability and killing measured by a fluoro-luminometric assay correlated fairly well with the reference methods: conventional plate counting, optical density measurement and various flow cytometric analyses. The real-time assay described here allows following the changes in bacterial cultures and assessing the bactericidal and other effects of various chemical, immunological and physical agents simultaneously in large numbers of samples.
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Affiliation(s)
- Janne Lehtinen
- Department of Biochemistry and Food Chemistry, University of Turku, Arcanum, Vatselankatu 2, 20014, Turku, Finland.
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Hakkila K, Maksimow M, Rosengren A, Karp M, Virta M. Monitoring promoter activity in a single bacterial cell by using green and red fluorescent proteins. J Microbiol Methods 2003; 54:75-9. [PMID: 12732423 DOI: 10.1016/s0167-7012(03)00008-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
We investigated the possibility of monitoring promoter activity with flow cytometry by using green fluorescent protein (GFPmut2) and red fluorescent protein (drFP583) in a single bacterial cell. The drFP583 was used as an intrinsic marker of the bacterial cells, because it was expressed constantly in Escherichia coli MC1061 strain. The GFPmut2 expressed under the control of the Hg(2+) ion inducible mer promoter/operator, was used to study promoter activity. Over 75% of the cells were positive for red and green fluorescence in flow cytometric analysis. The average green fluorescence of the whole population increased from 6.7 to 1700 when the mercury concentration was increased from 0 to 1 x 10(-4) M, while the red fluorescence was unaffected by the mercury concentration. These results show that gfpmut2 and drFP583 could be expressed under different promoters in one bacterial cell and measured independently with a flow cytometer.
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Affiliation(s)
- Kaisa Hakkila
- Department of Biotechnology, University of Turku, Tykistökatu 6A, 6th floor, FIN-20520 Turku, Finland.
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Bongaerts RJM, Hautefort I, Sidebotham JM, Hinton JCD. Green fluorescent protein as a marker for conditional gene expression in bacterial cells. Methods Enzymol 2003; 358:43-66. [PMID: 12474378 DOI: 10.1016/s0076-6879(02)58080-0] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
To date, the majority of studies of bacterial gene expression have been carried out on large communities, as techniques for analysis of expression in individual cells have not been available. Recent developments now allow us to use reporter genes to monitor gene expression in individual bacterial cells. Conventional reporters are not suitable for studies of living single cells. However, variants of GFP have proved to be ideal for the study of development, cell biology, and pathogenesis and are now the reporters of choice for microbial studies. In combination with techniques such as DFI and IVET and the use of flow cytometry and advanced fluorescence microscopy, the latest generation of GFP reporters allows the investigation of gene expression in individual bacterial cells within particular environments. These studies promise to bring a new level of understanding to the fields of bacterial pathogenesis and environmental microbiology.
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Affiliation(s)
- Roy J M Bongaerts
- Institute of Food Research, Norwich Research Park, Norwich NR4 7UA, United Kingdom
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Wendland M, Bumann D. Optimization of GFP levels for analyzing Salmonella gene expression during an infection. FEBS Lett 2002; 521:105-8. [PMID: 12067736 DOI: 10.1016/s0014-5793(02)02834-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Green fluorescent protein (GFP) is an attractive reporter for Salmonella gene expression analysis but might interfere with virulence when expressed at high levels. To identify suitable GFP levels, we constructed a series of Salmonella strains expressing different amounts of GFP and measured their fluorescence and colonization levels in infected mice. The results show that GFP concentrations in the range of 7000-200,000 molecules per Salmonella cell are detectable in ex vivo samples using flow cytometry, and cause no major Salmonella virulence defect. Appropriate GFP levels can be obtained with weak promoters and stable GFP, or strong promoters and destabilized GFP.
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Affiliation(s)
- Meike Wendland
- Max-Planck-Institute for Infection Biology, Department of Molecular Biology, Schumannstr. 21/22, D-10117 Berlin, Germany
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12
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Abstract
Bioreporters are effective research tools for gaining an understanding of a microbe's perception of the world. Fitted with a fusion of an environmentally responsive promoter to a suitable reporter gene, a bacterial or fungal bioreporter is able to communicate its metabolic or transcriptional behavior in a habitat, and furnish us with information on the chemical, physical or biological properties of its immediate surroundings. This review details recent developments in the use of such bioreporters in microbial ecology. Emphasis is placed on reporter genes that allow detection in individual microbial cells, as they provide a high-resolution description of the habitat under investigation. In an outlook on the future of bioreporter technology, this review stresses the need to interpret the activity of a bioreporter within the context of its biology.
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Affiliation(s)
- Johan H J Leveau
- University of California, Department of Plant and Microbial Biology, 111 Koshland Hall, Berkeley, California 94720, USA.
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Maksimow M, Hakkila K, Karp M, Virta M. Simultaneous detection of bacteria expressing GFP and DsRed genes with a flow cytometer. CYTOMETRY 2002; 47:243-7. [PMID: 11933014 DOI: 10.1002/cyto.10079] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND In this study, Escherichia coli cells producing red fluorescent protein of Discosoma sp. (drFP583 DsRed) were investigated with flow cytometry by using 488 nm excitation. We also studied whether green fluorescent protein (GFP) and drFP583 could be detected simultaneously from a single bacterial cell. METHODS Plasmids pDsRed and pEGFP were used for the production of drFP583 and enhanced GFP, respectively, in E. coli MC1061 cells. To produce enhanced GFP and drFP583 simultaneously, plasmids pG9R and pG19R were constructed. These encode tandem fusions of enhanced GFP and drFP583 to ensure similar production levels for both proteins. RESULTS Bacteria producing enhanced GFP and drFP583 were found to be brightly green and red fluorescent, respectively. Production of enhanced GFP and drFP583 fusion proteins resulted in bacteria that emitted both green and red fluorescence, which was detected easily by a flow cytometer using single laser excitation. Previously reported tetramerization of drFP583 did not restrict its use as a reporter gene, although it maturated significantly slower than enhanced GFP. CONCLUSIONS The results show that enhanced GFP and drFP583 proteins can be detected simultaneously from single bacteria with a standard flow cytometer with simple optical configuration.
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Affiliation(s)
- Mikael Maksimow
- Department of Biotechnology, University of Turku, Turku, Finland
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Chan K, Knaak T, Satkamp L, Humbert O, Falkow S, Ramakrishnan L. Complex pattern of Mycobacterium marinum gene expression during long-term granulomatous infection. Proc Natl Acad Sci U S A 2002; 99:3920-5. [PMID: 11891270 PMCID: PMC122624 DOI: 10.1073/pnas.002024599] [Citation(s) in RCA: 94] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
During latent infection of humans with Mycobacterium tuberculosis, bacteria persist in the asymptomatic host within granulomas, organized collections of differentiated macrophages, and other immune cells. The mechanisms for persistence remain poorly understood, as is the metabolic and replicative state of the microbes within granulomas. We analyzed the gene expression profile of Mycobacterium marinum, the cause of fish and amphibian tuberculosis, during its persistence in granulomas. We identified genes expressed specifically when M. marinum persists within granulomas. These granuloma-activated genes were not activated in vitro in response to various conditions postulated to be operant in tuberculous granulomas, suggesting that their granuloma-specific activation was caused by complex conditions that could not be mimicked in vitro. In addition to the granuloma-activated genes, the bacteria resident in granulomas expressed a wide range of metabolic and synthetic genes that are expressed during logarithmic growth in laboratory medium. Our results suggest a dynamic host-pathogen interaction in the granuloma, where metabolically active bacteria are kept in check by the host immune system and where the products of granuloma-specific bacterial genes may thwart the host's attempt to completely eradicate the bacteria.
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Affiliation(s)
- Kaman Chan
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
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Bumann D. Examination of Salmonella gene expression in an infected mammalian host using the green fluorescent protein and two-colour flow cytometry. Mol Microbiol 2002; 43:1269-83. [PMID: 11918812 DOI: 10.1046/j.1365-2958.2002.02821.x] [Citation(s) in RCA: 79] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Quantitative data on Salmonella gene expression in infected hosts are largely lacking because of technical problems. One attractive reporter, the green fluorescent protein (GFP), is widely used in vitro but is difficult to quantify in infected tissues because of the preponderance of background particles with similar fluorescence. Here, bacterial GFP emission was spectrally distinguished from host autofluorescence by two-colour flow cytometry. Using this technique, the in vivo activity of three well-characterized promoters (PsicA, PssaH and PpagC) was determined. Their spatial and temporal activity patterns are in close agreement with predictions based on previous data and the colonization defects of corresponding deletion strains. To identify additional Salmonella promoters that are induced in infected animals, a genomic library was sorted by flow cytometry yielding four independent promoters. Genes expressed from PpibB and PsifA contribute to virulence, and chorismate mutase expressed from ParoQ might participate in aromatic acid biosynthesis, which is also required for virulence. Promoter P3g appears to be part of a mobile genetic element that is lacking in the completely sequenced strain LT2.
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Affiliation(s)
- Dirk Bumann
- Max-Planck-Institute for Infection Biology, Department of Molecular Biology, Schumannstrasse 21/22, D-10117 Berlin, Germany.
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3 Promoter traps and related methods of identifying virulence factors. METHODS IN MICROBIOLOGY 2002. [DOI: 10.1016/s0580-9517(02)31004-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Hautefort I, Hinton JC. 4 Molecular methods for monitoring bacterial gene expression during infection. J Microbiol Methods 2002. [DOI: 10.1016/s0580-9517(02)31005-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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Abstract
Mycobacterium tuberculosis has demonstrated remarkable ability to survive in diverse conditions encountered during the infection process. These involve surviving the bactericidal stresses within the macrophage, the anaerobic and nutritionally altered environment of the granuloma, and the metabolically inactive latent state. Understanding the molecular basis of this adaptive behavior lies in the identification of genes (or virulence determinants) specifically expressed under these varied conditions. Transcriptional control plays a key role in regulating gene expression in response to environmental signals. However, even after decades of investigation our knowledge about the function of these regulatory mechanisms in mycobacteria remains meagre. But the elucidation of the genome sequence and implementation of sophisticated molecular genetic approaches to this organism have made a revolutionary impact on the study of mycobacterial pathogenesis. Deletion and complementation of individual genes can be done at will facilitating the comparative analysis of mutants and wild-type strains. Novel and powerful technologies such as DNA microarrays, fluorescent beacons and proteomics have made possible the analysis of the expression levels of multiple genes in in vitro systems. More technically challenging uses of these techniques is being undertaken to explore pathogen gene expression within the host. This will lead to the identification of virulence factors and give definitive insight into their regulatory signals.
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Affiliation(s)
- J Mehrotra
- Department of International Health, Center for Tuberculosis Research, The Johns Hopkins University, Baltimore, MD, USA
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