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1.
PLoS Comput Biol ; 13(9): e1005731, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28922354

ABSTRACT

The bacterial Lux system is used as a gene expression reporter. It is fast, sensitive and non-destructive, enabling high frequency measurements. Originally developed for bacterial cells, it has also been adapted for eukaryotic cells, and can be used for whole cell biosensors, or in real time with live animals without the need for euthanasia. However, correct interpretation of bioluminescent data is limited: the bioluminescence is different from gene expression because of nonlinear molecular and enzyme dynamics of the Lux system. We have developed a computational approach that, for the first time, allows users of Lux assays to infer gene transcription levels from the light output. This approach is based upon a new mathematical model for Lux activity, that includes the actions of LuxAB, LuxEC and Fre, with improved mechanisms for all reactions, as well as synthesis and turn-over of Lux proteins. The model is calibrated with new experimental data for the LuxAB and Fre reactions from Photorhabdus luminescens-the source of modern Lux reporters-while literature data has been used for LuxEC. Importantly, the data show clear evidence for previously unreported product inhibition for the LuxAB reaction. Model simulations show that predicted bioluminescent profiles can be very different from changes in gene expression, with transient peaks of light output, very similar to light output seen in some experimental data sets. By incorporating the calibrated model into a Bayesian inference scheme, we can reverse engineer promoter activity from the bioluminescence. We show examples where a decrease in bioluminescence would be better interpreted as a switching off of the promoter, or where an increase in bioluminescence would be better interpreted as a longer period of gene expression. This approach could benefit all users of Lux technology.


Subject(s)
Bacterial Proteins/analysis , Genes, Reporter/genetics , Luminescent Agents/analysis , Promoter Regions, Genetic/genetics , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Computational Biology , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression/genetics , Luciferases/analysis , Luciferases/chemistry , Luciferases/genetics , Luciferases/metabolism , Luminescent Agents/chemistry , Luminescent Agents/metabolism , Nonlinear Dynamics , Spectrometry, Fluorescence
2.
BMC Mol Biol ; 8: 80, 2007 Sep 19.
Article in English | MEDLINE | ID: mdl-17880697

ABSTRACT

BACKGROUND: The Gateway recombinatorial cloning system allows easy and rapid joining of DNA fragments. Here we report the construction and evaluation of three different Gram-positive vectors that can be used with the Multisite Gateway cloning system to rapidly produce new gene arrangements in plasmid constructs for use in a variety of Gram-positive bacteria. RESULTS: Comparison of patterns of reporter gene expression with conventionally constructed clones show that the presence of residual recombination (att) sites does not have an effect on patterns of gene expression, although overall levels of gene expression may vary. Rapid construction of these new vectors allowed vector/gene combinations to be optimized following evaluation of plasmid constructs in different bacterial cells and demonstrates the benefits of plasmid construction using Gateway cloning. CONCLUSION: The residual att sites present after Gateway cloning did not affect patterns of promoter induction in Gram-positive bacteria and there was no evidence of differences in mRNA stability of transcripts. However overall levels of gene expression may be reduced, possibly due to some post-transcriptional event. The new vectors described here allow faster, more efficient cloning in range of Gram-positive bacteria.


Subject(s)
Bacillus subtilis/genetics , Cloning, Molecular/methods , Genetic Vectors/genetics , Listeria monocytogenes/genetics , Recombination, Genetic/genetics , Staphylococcus aureus/genetics , Bacillus subtilis/metabolism , Gene Expression , Genes, Reporter/genetics , Kinetics , Listeria monocytogenes/metabolism , Plasmids/genetics , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Staphylococcus aureus/metabolism , Time Factors
3.
J Bacteriol ; 188(8): 2885-97, 2006 Apr.
Article in English | MEDLINE | ID: mdl-16585750

ABSTRACT

The function of AI-2 in many bacteria and the physiological role of LuxS, the enzyme responsible for its production, remain matters of debate. Here, we show that in Staphylococcus aureus the luxS gene forms a monocistronic transcriptional unit under the control of a sigma(70)-dependent promoter. The gene was transcribed throughout growth under a variety of conditions, including intracellular growth in MAC-T cells. AI-2 was produced in rich media under aerobic and anaerobic conditions, peaking during the transition to stationary phase, but was hardly detectable in a sulfur-limited defined medium. In the presence of glucose or under anaerobic conditions, cultures retained considerable AI-2 activity after entry into stationary phase. Inactivation of luxS in various S. aureus strains did not affect virulence-associated traits, such as production of hemolysins and extracellular proteases, biofilm formation, and the agr signaling system. Conversely, AI-2 production remained unchanged in an agr mutant. However, luxS mutants grown in a sulfur-limited defined medium exhibited a growth defect. When grown together with the wild type in mixed culture, luxS mutants of various S. aureus strains showed reduced ability to compete for growth under these conditions. In contrast, a complemented luxS mutant grew as well as the parent strain, suggesting that the observed growth defect was of an intracellular nature and had not been caused by either second-site mutations or the lack of a diffusible factor. However, the LuxS/AI-2 system does not appear to contribute to the overall fitness of S. aureus RN6390B during intracellular growth in epithelial cells: the wild type and a luxS mutant showed very similar growth patterns after their internalization by MAC-T cells.


Subject(s)
Bacterial Proteins/physiology , Staphylococcus aureus/physiology , Aerobiosis , Anaerobiosis , Bacterial Proteins/genetics , Biofilms/growth & development , Carbon-Sulfur Lyases , Culture Media/chemistry , DNA-Directed RNA Polymerases/physiology , Gene Deletion , Gene Expression , Genes , Genes, Reporter , Genetic Complementation Test , Homoserine/analogs & derivatives , Homoserine/biosynthesis , Lactones , Luciferases/analysis , Luciferases/genetics , Promoter Regions, Genetic , Sigma Factor/physiology , Staphylococcus aureus/genetics , Staphylococcus aureus/growth & development , Staphylococcus aureus/metabolism , Transcription, Genetic , Virulence Factors/analysis
4.
Infect Immun ; 74(2): 910-9, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16428734

ABSTRACT

Many gram-negative bacteria employ N-acylhomoserine lactone (AHL)-mediated quorum sensing to control virulence. To determine whether gram-positive bacteria such as Staphylococcus aureus respond to AHLs, we used a growth-dependent lux reporter fusion. Exposure of S. aureus to different AHLs revealed that 3-oxo-substituted AHLs with C10 to C14 acyl chains inhibited light output and growth in a concentration-dependent manner, while short-chain AHLs had no effect. N-(3-Oxododecanoyl)-L-homoserine lactone (3-oxo-C12-HSL) inhibited the production of exotoxins and cell wall fibronectin-binding proteins but enhanced protein A expression. Since these processes are reciprocally regulated via the S. aureus agr quorum-sensing system, which in turn, is regulated via sar, we examined the effect of AHLs on sarA and agr. At sub-growth-inhibitory concentrations of 3-oxo-C12-HSL, both sarA expression and agr expression were inhibited, indicating that the action of 3-oxo-C12-HSL is mediated at least in part through antagonism of quorum sensing in S. aureus. Spent culture supernatants from Pseudomonas aeruginosa, which produces both 3-oxo-C12-HSL and N-butanoyl-homoserine lactone (C4-HSL), also inhibited agr expression, although C4-HSL itself was inactive in this assay. Since quorum sensing in S. aureus depends on the activities of membrane-associated proteins, such as AgrB, AgrC, and AgrD, we investigated whether AHLs perturbed S. aureus membrane functionality by determining their influence on the membrane dipole potential. From the binding curves obtained, a dissociation constant of 7 muM was obtained for 3-oxo-C12-HSL, indicating the presence of a specific saturable receptor, whereas no binding was observed for C4-HSL. These data demonstrate that long-chain 3-oxo-substituted AHLs, such as 3-oxo-C12-HSL, are capable of interacting with the S. aureus cytoplasmic membrane in a saturable, specific manner and at sub-growth-inhibitory concentrations, down-regulating exotoxin production and both sarA and agr expression.


Subject(s)
4-Butyrolactone/analogs & derivatives , Bacterial Proteins/antagonists & inhibitors , Exotoxins/antagonists & inhibitors , Staphylococcus aureus/growth & development , Staphylococcus aureus/pathogenicity , Trans-Activators/antagonists & inhibitors , 4-Butyrolactone/metabolism , 4-Butyrolactone/pharmacology , Bacterial Proteins/metabolism , Cell Membrane/metabolism , Down-Regulation , Exotoxins/metabolism , Gene Expression Regulation, Bacterial , Homoserine/analogs & derivatives , Homoserine/metabolism , Homoserine/pharmacology , Pseudomonas aeruginosa/growth & development , Pseudomonas aeruginosa/metabolism , Signal Transduction , Staphylococcus aureus/genetics , Staphylococcus aureus/metabolism , Trans-Activators/metabolism , Virulence
5.
Microbiology (Reading) ; 151(Pt 6): 1789-1800, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15941988

ABSTRACT

Eap and Emp are two Staphylococcus aureus adhesins initially described as extracellular matrix binding proteins. Eap has since emerged as being important in adherence to and invasion of eukaryotic cells, as well as being described as an immunomodulator and virulence factor in chronic infections. This paper describes the mapping of the transcription start point of the eap and emp promoters. Moreover, using reporter-gene assays and real-time PCR in defined regulatory mutants, environmental conditions and global regulators affecting expression of eap and emp were investigated. Marked differences were found in expression of eap and emp between strain Newman and the 8325 derivatives SH1000 and 8325-4. Moreover, both genes were repressed in the presence of glucose. Analysis of expression of both genes in various regulatory mutants revealed that sarA and agr were involved in their regulation, but the data suggested that there were additional regulators of both genes. In a sae mutant, expression of both genes was severely repressed. sae expression was also reduced in the presence of glucose, suggesting that repression of eap and emp in glucose-containing medium may, in part, be a consequence of a decrease in expression of sae.


Subject(s)
Adhesins, Bacterial/genetics , Gene Expression Regulation, Bacterial , Staphylococcus aureus/genetics , Bacterial Proteins/physiology , Genes, Regulator , Genes, Reporter , Glucose , Polymerase Chain Reaction , Promoter Regions, Genetic , RNA, Bacterial/analysis , RNA, Messenger/analysis , Trans-Activators/physiology , Transcription Initiation Site , Virulence Factors/genetics , beta-Galactosidase/analysis , beta-Galactosidase/genetics
6.
Mol Microbiol ; 54(5): 1445-62, 2004 Dec.
Article in English | MEDLINE | ID: mdl-15554981

ABSTRACT

The Hsp100/Clp ATPases constitute a family of closely related proteins of which some members function solely as chaperones whereas others additionally can associate with the unrelated ClpP peptidase forming a Clp proteolytic complex. We have investigated the role of four Clp ATPases in the versatile pathogen, Staphylococcus aureus. Previously, we showed that ClpX is required for expression of major virulence factors and for virulence of S. aureus, but not for survival during heat shock. In the present study, we have inactivated clpC, clpB and clpL and, while none of these mutations affected toxin production, both ClpC and ClpB and to a minor extent ClpL were required for intracellular multiplication within bovine mammary epithelial cells. These defects were paralleled by an inability of the clpC mutant to grow at high temperature and of the clpB mutant to induce thermotolerance indicating that the protective functions of these proteins are required both at high temperature and during infection. By primer extension analysis and footprint studies, we show that expression of clpC and clpB is controlled by the negative heat-shock regulator, CtsR, and that ClpC is required for its repressor activity. Thus, ClpC is a likely sensor of stress encountered during both environmental stress and infection. In addition to virulence factor production the ability to form biofilms is of importance to S. aureus as a nosocomial pathogen. Interestingly, biofilm formation was reduced in the absence of ClpX or ClpC whereas it was enhanced in the absence of ClpP. Thus, our data show that Clp proteolytic complexes and the Clp ATPases control several key processes of importance to the success of S. aureus as a pathogen.


Subject(s)
Adenosine Triphosphatases/genetics , Adenosine Triphosphatases/physiology , Heat-Shock Proteins/genetics , Heat-Shock Proteins/physiology , Staphylococcus aureus/enzymology , ATPases Associated with Diverse Cellular Activities , Adaptation, Physiological , Animals , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Bacterial Proteins/physiology , Bacterial Toxins/biosynthesis , Biofilms/growth & development , Cattle , Cells, Cultured , Endopeptidase Clp , Epithelial Cells/microbiology , Escherichia coli Proteins , Gene Expression Regulation, Bacterial , Genes, Bacterial , Hot Temperature , Molecular Chaperones , Repressor Proteins/metabolism , Sequence Deletion , Staphylococcus aureus/genetics , Staphylococcus aureus/growth & development , Virulence Factors/biosynthesis , Virulence Factors/genetics
7.
Mol Microbiol ; 48(6): 1565-78, 2003 Jun.
Article in English | MEDLINE | ID: mdl-12791139

ABSTRACT

Clp proteolytic complexes are essential for virulence and for survival under stress conditions in several pathogenic bacteria. Recently, a study using signature-tagged mutagenesis identified the ClpX ATPase as also being required for virulence in Staphylococcus aureus. Presently, we have constructed deletion mutants removing either ClpX or the proteolytic subunit, ClpP, in S. aureus 8325-4 in order to examine a putative link between stress tolerance and virulence. When exposed to stress, we found that, although clpP mutant cells were sensitive to conditions generating misfolded proteins, the absence of ClpX improved survival. In the presence of oxidative stress or at low temperature, both ClpP and ClpX were important for growth. Virulence was examined in a murine skin abscess model and was found to be severely attenuated for both mutants. S. aureus pathogenicity is largely dependent on a set of extracellular and cell wall-associated proteins. In the mutant cells, the amount of alpha-haemolysin (hla) and several other extracellular proteins was greatly decreased, and analysis of hla expression revealed that the reduction occurred at the transcriptional level. Essential for transcriptional regulation of hla is the quorum-sensing agr locus. Interestingly, the absence of ClpX or ClpP reduced both transcription of the agr effector molecule, RNA III, and the activity of the autoinducing peptide (AIP). In addition, ClpX was required independently of ClpP for transcription of spa encoding Protein A. Thus, our results indicate that ClpX and ClpP contribute to virulence by controlling the activity of major virulence factors rather than by promoting stress tolerance.


Subject(s)
Abscess/microbiology , Adenosine Triphosphatases/metabolism , Serine Endopeptidases/metabolism , Skin Diseases, Bacterial/microbiology , Staphylococcus aureus/physiology , Staphylococcus aureus/pathogenicity , ATPases Associated with Diverse Cellular Activities , Adenosine Triphosphatases/genetics , Animals , Endopeptidase Clp , Escherichia coli Proteins , Female , Gene Deletion , Gene Expression Regulation, Bacterial , Heat-Shock Response , Hemolysin Proteins/genetics , Hemolysin Proteins/metabolism , Humans , Mice , Mice, Inbred BALB C , Molecular Chaperones , Serine Endopeptidases/genetics , Skin Diseases, Bacterial/physiopathology , Staphylococcal Infections/microbiology , Staphylococcal Infections/physiopathology , Virulence
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