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Volke DC, Gurdo N, Milanesi R, Nikel PI. Time-resolved, deuterium-based fluxomics uncovers the hierarchy and dynamics of sugar processing by Pseudomonas putida. Metab Eng 2023; 79:159-172. [PMID: 37454792 DOI: 10.1016/j.ymben.2023.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 06/30/2023] [Accepted: 07/13/2023] [Indexed: 07/18/2023]
Abstract
Pseudomonas putida, a microbial host widely adopted for metabolic engineering, processes glucose through convergent peripheral pathways that ultimately yield 6-phosphogluconate. The periplasmic gluconate shunt (PGS), composed by glucose and gluconate dehydrogenases, sequentially transforms glucose into gluconate and 2-ketogluconate. Although the secretion of these organic acids by P. putida has been extensively recognized, the mechanism and spatiotemporal regulation of the PGS remained elusive thus far. To address this challenge, we adopted a dynamic 13C- and 2H-metabolic flux analysis strategy, termed D-fluxomics. D-fluxomics demonstrated that the PGS underscores a highly dynamic metabolic architecture in glucose-dependent batch cultures of P. putida, characterized by hierarchical carbon uptake by the PGS throughout the cultivation. Additionally, we show that gluconate and 2-ketogluconate accumulation and consumption can be solely explained as a result of the interplay between growth rate-coupled and decoupled metabolic fluxes. As a consequence, the formation of these acids in the PGS is inversely correlated to the bacterial growth rate-unlike the widely studied overflow metabolism of Escherichia coli and yeast. Our findings, which underline survival strategies of soil bacteria thriving in their natural environments, open new avenues for engineering P. putida towards efficient, sugar-based bioprocesses.
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Affiliation(s)
- Daniel C Volke
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800, Kongens Lyngby, Denmark.
| | - Nicolas Gurdo
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800, Kongens Lyngby, Denmark
| | - Riccardo Milanesi
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, 20126, Milano, Italy
| | - Pablo I Nikel
- The Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800, Kongens Lyngby, Denmark.
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2
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Seif Y, Choudhary KS, Hefner Y, Anand A, Yang L, Palsson BO. Metabolic and genetic basis for auxotrophies in Gram-negative species. Proc Natl Acad Sci U S A 2020; 117:6264-6273. [PMID: 32132208 PMCID: PMC7084086 DOI: 10.1073/pnas.1910499117] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Auxotrophies constrain the interactions of bacteria with their environment, but are often difficult to identify. Here, we develop an algorithm (AuxoFind) using genome-scale metabolic reconstruction to predict auxotrophies and apply it to a series of available genome sequences of over 1,300 Gram-negative strains. We identify 54 auxotrophs, along with the corresponding metabolic and genetic basis, using a pangenome approach, and highlight auxotrophies conferring a fitness advantage in vivo. We show that the metabolic basis of auxotrophy is species-dependent and varies with 1) pathway structure, 2) enzyme promiscuity, and 3) network redundancy. Various levels of complexity constitute the genetic basis, including 1) deleterious single-nucleotide polymorphisms (SNPs), in-frame indels, and deletions; 2) single/multigene deletion; and 3) movement of mobile genetic elements (including prophages) combined with genomic rearrangements. Fourteen out of 19 predictions agree with experimental evidence, with the remaining cases highlighting shortcomings of sequencing, assembly, annotation, and reconstruction that prevent predictions of auxotrophies. We thus develop a framework to identify the metabolic and genetic basis for auxotrophies in Gram-negatives.
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Affiliation(s)
- Yara Seif
- Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122
| | - Kumari Sonal Choudhary
- Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122
| | - Ying Hefner
- Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122
| | - Amitesh Anand
- Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122
| | - Laurence Yang
- Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122
- Department of Chemical Engineering, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Bernhard O Palsson
- Systems Biology Research Group, Department of Bioengineering, University of California San Diego, CA 92122;
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, 2800 Lyngby, Denmark
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3
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Singh I, Virdi JS. Production of Yersinia stable toxin (YST) and distribution of yst genes in biotype 1A strains of Yersinia enterocolitica. J Med Microbiol 2004; 53:1065-1068. [PMID: 15496381 DOI: 10.1099/jmm.0.45527-0] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Two hundred and fifty nine isolates of Yersinia enterocolitica and related species were examined for the production of heat-stable enterotoxin (Yersinia stable toxin; YST) as well as for the prevalence of enterotoxin genes, viz. ystA, ystB and ystC. Under the conventional conditions used for the production of Y. enterocolitica enterotoxin, i.e. in tryptic soy broth (TSB) supplemented with yeast extract at 28 °C for 48 h, 77.7 % of clinical isolates and 62.3 % of swine isolates showed enterotoxigenicity in infant mice. All isolates that produced enterotoxin at 28 °C also showed enterotoxic activity at 37 °C after 48 h incubation under an alkaline pH of 7.5, the pH present in the ileum. All Yersinia intermedia and Yersinia frederiksenii isolates were negative for enterotoxin production. All clinical isolates and 96.3 % of Y. enterocolitica isolates from swine hybridized with a probe for ystB, which indicated that the ystB gene was most prevalent in Y. enterocolitica biotype 1A strains. None of the Y. enterocolitica isolates showed hybridization with oligonucleotide probes for ystA or ystC. The study indicated that YST-b was the major contributor to diarrhoea produced by biotype 1A strains of Y. enterocolitica.
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Affiliation(s)
- Itender Singh
- Microbial Pathogenicity Laboratory, Department of Microbiology, University of Delhi South Campus, Benito Juarez Road, New Delhi - 110 021, India
| | - Jugsharan S Virdi
- Microbial Pathogenicity Laboratory, Department of Microbiology, University of Delhi South Campus, Benito Juarez Road, New Delhi - 110 021, India
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4
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Young BM, Young GM. YplA is exported by the Ysc, Ysa, and flagellar type III secretion systems of Yersinia enterocolitica. J Bacteriol 2002; 184:1324-34. [PMID: 11844761 PMCID: PMC134849 DOI: 10.1128/jb.184.5.1324-1334.2002] [Citation(s) in RCA: 95] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2001] [Accepted: 11/20/2001] [Indexed: 01/09/2023] Open
Abstract
Yersinia enterocolitica maintains three different pathways for type III protein secretion. Each pathway requires the activity of a specific multicomponent apparatus or type III secretion system (TTSS). Two of the TTSSs are categorized as contact-dependent systems which have been shown in a number of different symbiotic and pathogenic bacteria to influence interactions with host organisms by targeting effector proteins into the cytosol of eukaryotic cells. The third TTSS is required for the assembly of flagella and the secretion of the phospholipase YplA, which has been implicated in Y. enterocolitica virulence. In this study, YplA was expressed from a constitutive promoter in strains that contained only a single TTSS. It was determined that each of the three TTSSs is individually sufficient for YplA secretion. Environmental factors such as temperature, calcium availability, and sodium chloride concentration affected the contribution of each system to extracellular protein secretion and, under some conditions, more than one TTSS appeared to operate simultaneously. This suggests that some proteins might normally be exported by more than one TTSS in Y. enterocolitca.
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Affiliation(s)
- Briana M Young
- Department of Food Science and Technology, University of California, Davis, CA 95616, USA
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5
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Vishnubhatla A, Fung DY, Oberst RD, Hays MP, Nagaraja TG, Flood SJ. Rapid 5' nuclease (TaqMan) assay for detection of virulent strains of Yersinia enterocolitica. Appl Environ Microbiol 2000; 66:4131-5. [PMID: 10966441 PMCID: PMC92271 DOI: 10.1128/aem.66.9.4131-4135.2000] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/1999] [Accepted: 06/19/2000] [Indexed: 11/20/2022] Open
Abstract
We have developed a rapid procedure for the detection of virulent Yersinia enterocolitica in ground pork by combining a previously described PCR with fluorescent dye technologies. The detection method, known as the fluorogenic 5' nuclease assay (TaqMan), produces results by measuring the fluorescence produced during PCR amplification, requiring no post-PCR processing. The specificity of the chromosomal yst gene-based assay was tested with 28 bacterial isolates that included 7 pathogenic and 7 nonpathogenic serotypes of Y. enterocolitica, other species of Yersinia (Y. aldovae, Y. pseudotuberculosis, Y. mollaretti, Y. intermedia, Y. bercovieri, Y. ruckeri, Y. frederiksenii, and Y. kristensenii), and other enteric bacteria (Escherichia, Salmonella, Citrobacter, and Flavobacterium). The assay was 100% specific in identifying the pathogenic strains of Y. enterocolitica. The sensitivity of the assay was found to be >/=10(2) CFU/ml in pure cultures and >/=10(3) CFU/g in spiked ground pork samples. Results of the assay with food enrichments prespiked with Y. enterocolitica serotypes O:3 and O:9 were comparable to standard culture results. Of the 100 field samples (ground pork) tested, 35 were positive for virulent Y. enterocolitica with both 5' nuclease assay and conventional virulence tests. After overnight enrichment the entire assay, including DNA extraction, amplification, and detection, could be completed within 5 h.
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Affiliation(s)
- A Vishnubhatla
- Department of Animal Sciences and Industry, Kansas State University, Manhattan, Kansas 66506, USA
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Sweeney NJ, Laux DC, Cohen PS. Escherichia coli F-18 and E. coli K-12 eda mutants do not colonize the streptomycin-treated mouse large intestine. Infect Immun 1996; 64:3504-11. [PMID: 8751891 PMCID: PMC174255 DOI: 10.1128/iai.64.9.3504-3511.1996] [Citation(s) in RCA: 76] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The Escherichia coli human fecal isolates F-18 and K-12 are excellent colonizers of the streptomycin-treated mouse intestine. E. coli F-18 and E. coli K-12 eda mutants (unable to utilize glucuronate, galacturonate, and gluconate) were constructed by insertional mutagenesis. Neither the E. coli F-18 eda nor the E. coli K-12 eda mutant was able to colonize the streptomycin-treated mouse intestine, whether they were fed to mice together with their respective parental strains or alone. Complementation of the eda mutants with pTC190 (containing a functional E. coli K-12 eda gene) completely restored the colonization ability of both eda mutants. Relative to their parental strains, the E. coli F-18 eda mutant and the E. coli K-12 eda mutant grew poorly in cecal mucus isolated from mice fed either normal mouse chow or a synthetic diet containing sucrose as the sole carbon source, yet the mutants and parental strains demonstrated identical growth rates in minimal medium with glucose as the carbon source. E. coli F-18 edd eda and E. coli K-12 edd eda double mutants colonized the streptomycin-treated intestine when fed to mice alone; however, when fed simultaneously with their respective parental strains, they were poor colonizers. Since the edd gene is involved only in gluconate metabolism via the Entner-Doudoroff pathway, these results implicate the utilization of gluconate and the Entner-Doudoroff pathway as important elements in E. coli colonization of the streptomycin-treated mouse large intestine.
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Affiliation(s)
- N J Sweeney
- Department of Biochemistry, Microbiology, and Molecular Genetics, University of Rhode Island, Kingston 02881, USA
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7
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Harnett N, Lin YP, Krishnan C. Detection of pathogenic Yersinia enterocolitica using the multiplex polymerase chain reaction. Epidemiol Infect 1996; 117:59-67. [PMID: 8760951 PMCID: PMC2271660 DOI: 10.1017/s0950268800001138] [Citation(s) in RCA: 44] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
A multiplex polymerase chain reaction (PCR) was developed to detect the presence of the ail, yst, and virF genes of Yersinia enterocolitica simultaneously, quickly and accurately. The amplified fragment sizes were 356 base-pairs (bp) for the ail gene, 134 bp for the yst gene, and 231 bp for the virF gene. The specificity of the amplified products was confirmed by hybridization with digoxigenin-labelled oligonucleotide probes. Amplification was successful whether the template was derived from a single colony of bacteria, aliquots of boiled bacterial suspensions, from DNA extracted from pure or mixed cultures or from stool specimens. Amplification of the virF gene was also achieved from strains of Y. pseudotuberculosis carrying the 70 kb plasmid but not with preparations from other related Yersinia species or from other members of the family Enterobacteriaceae. The detection limit we established was 5-10 colony forming units per millilitre (cfu/ml) and 1.0 pg of DNA.
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Affiliation(s)
- N Harnett
- Clinical Bacteriology Section, Central Public Health Laboratory, Toronto, Ontario
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9
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Hariharan H, Giles JS, Heaney SB, Leclerc SM, Schurman RD. Isolation, serotypes, and virulence-associated properties of Yersinia enterocolitica from the tonsils of slaughter hogs. CANADIAN JOURNAL OF VETERINARY RESEARCH = REVUE CANADIENNE DE RECHERCHE VETERINAIRE 1995; 59:161-6. [PMID: 8521346 PMCID: PMC1263759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The objectives of this study were to determine the carriage rate of Yersinia enterocolitica in the tonsils of slaughter hogs, and to characterize them with regard to phenotypic and virulence-associated properties. Of 202 pigs examined from an abattoir in Prince Edward Island, 85 were culture positive for Y. enterocolitica. Sixty-seven percent of isolates belonged to serotype O:3, and 20% were serotype O:5. All isolates produced urease and 95% of O:3 isolates showed virulence-associated characters of autoagglutination at 37 degrees C and lack of fermentation of esculin and salicin. All isolates were tested for crystal violet binding, calcium dependency, and virulence plasmids. Eight isolates (5 belonging to serotype O:3, 2 belonging to O:5,27, and 1 belonging to O:7,8) were tested in addition for the production of heat-stable enterotoxin (ST), and iron-chelating siderophores. Of the 57 O:3 isolates, 93% were positive for crystal violet binding and calcium dependency and 98% possessed a 40-45 MDa plasmid. Four of the 5 O:3 isolates tested for ST related to Escherichia coli STa in a commercial enzyme immunoassay were positive. Six of the 8 isolates belonging to 3 different serotypes produced large orange halos around the colonies on a chrome-azurol-s agar assay medium, for siderophores. Antimicrobial susceptibility tests of all 85 isolates against 16 drugs showed 100% susceptibility against 12 drugs, including trimethoprim-sulfamethoxazole and tetracycline.
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Affiliation(s)
- H Hariharan
- Department of Pathology and Microbiology, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown
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Iriarte M, Stainier I, Cornelis GR. The rpoS gene from Yersinia enterocolitica and its influence on expression of virulence factors. Infect Immun 1995; 63:1840-7. [PMID: 7729893 PMCID: PMC173233 DOI: 10.1128/iai.63.5.1840-1847.1995] [Citation(s) in RCA: 64] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
The chromosome of Yersinia enterocolitica encodes a heat-stable enterotoxin called Yst and a surface antigen called Myf, which closely resembles enterotoxin-associated fimbriae. Both factors could act in conjunction to produce diarrhea. Production of the enterotoxin is regulated by temperature, osmolarity, and pH and occurs only when bacteria reach the stationary phase. Myf production is regulated by temperature and pH and, as we show in this work, also occurs after the exponential growth phase. In an attempt to understand the late-phase expression of yst and myf, we cloned, sequenced, and mutagenized the gene encoding RpoS, an alternative sigma factor of the RNA polymerase involved in expression of stationary-phase genes in other enterobacteria. An intact rpoS gene was necessary for full expression of yst in the stationary phase but not for the expression of myf and of pYV-encoded virulence determinants.
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Affiliation(s)
- M Iriarte
- Microbial Pathogenesis Unit, Faculté de Médecine, Université Catholique de Louvain, Brussels, Belgium
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11
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Iriarte M, Cornelis GR. MyfF, an element of the network regulating the synthesis of fibrillae in Yersinia enterocolitica. J Bacteriol 1995; 177:738-44. [PMID: 7836309 PMCID: PMC176651 DOI: 10.1128/jb.177.3.738-744.1995] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
The Yersinia enterocolitica surface antigen Myf is a fibrillar structure that resembles CS3 fimbriae. Gene myfA encodes the 21-kDa major subunit of the antigen, while genes myfB and myfC are required for the transport and assembly of pilin subunits at the bacterial cell surface. Here we show that the expression of Myf is regulated at the transcriptional level by temperature and pH. Gene myfA is transcribed at 37 degrees C and in acidic medium. The transcription start is preceded by a putative -10 box for the vegetative RNA polymerase as well as by sequences resembling the consensus sequence recognized by sigma 28. Thus, myfA could be transcribed either from a classical sigma 70 promoter or from a sigma 28 promoter. Transcription of myfA requires at least two genes, myfF and myfE, situated immediately upstream from myfA. The myfF product does not show similarity to any known regulatory protein. It is an 18.5-kDa protein with no typical helix-turn-helix motif and a unique hydrophobic domain in the NH2-terminal part. T7 expression, osmotic shock, fractionation experiments, and TnphoA fusion analyses carried out in Escherichia coli suggest that MyfF is associated with the inner membrane by means of its hydrophobic domain whereas the hydrophilic part protrudes in the periplasm. These features strikingly evoke ToxS, a protein involved in regulation of Tcp pilus production in Vibrio cholerae. MyfE resembles PsaE, a protein involved in regulation of pH6 antigen in Yersinia pestis. Genes myfF and myfE are presumably part of a whole regulatory network. MyfF could be an element of the signal transducing system.
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MESH Headings
- Amino Acid Sequence
- Antigens, Bacterial/analysis
- Antigens, Bacterial/genetics
- Antigens, Bacterial/physiology
- Antigens, Surface/analysis
- Antigens, Surface/genetics
- Antigens, Surface/physiology
- Base Sequence
- Fimbriae, Bacterial
- Gene Expression Regulation, Bacterial
- Hydrogen-Ion Concentration
- Molecular Sequence Data
- Open Reading Frames
- Promoter Regions, Genetic
- Temperature
- Transcription, Genetic
- Yersinia enterocolitica/genetics
- Yersinia enterocolitica/immunology
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Affiliation(s)
- M Iriarte
- Microbial Pathogenesis Unit, Université Catholique de Louvain, Brussels, Belgium
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Mikulskis AV, Delor I, Thi VH, Cornelis GR. Regulation of the Yersinia enterocolitica enterotoxin Yst gene. Influence of growth phase, temperature, osmolarity, pH and bacterial host factors. Mol Microbiol 1994; 14:905-15. [PMID: 7715452 DOI: 10.1111/j.1365-2958.1994.tb01326.x] [Citation(s) in RCA: 57] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The chromosome of Yersinia enterocolitica encodes an enterotoxin called Yst. We analysed transcription of chromosomal yst'--luxAB and plasmid-borne yst'--lacZ operon fusions and we observed that regulation of yst expression occurs at transcriptional level. In a wild-type strain, yst was transcribed from at least two major promoters. yst transcription reached a maximum at the entry to the stationary phase and significantly varied in different Y. enterocolitica strains. In some strains, it gradually decreased during the course of our work, suggesting the existence of a mechanism switching the expression of yst to a silent state. Changes in the status of bacterial host factors rather than modifications in the yst gene are responsible for this silencing. Negative regulator YmoA participates in yst silencing and temperature regulation of yst. YmoA was also required for proper growth-phase regulation of yst, although it is not the only factor involved in this regulation. Physico-chemical parameters of the environment play an important role in yst transcription. In usual culture media (e.g. tryptic soy broth), the enterotoxin gene was transcribed only at temperatures below 30 degrees C, which argued against the role of Yst in a prolonged diarrhoea at body temperatures. However, yst transcription could be induced at 37 degrees C by increasing osmolarity and pH to the values normally present in the ileum lumen. This finding reconciles the observations concerning yst expression in a host environment and in bacterial cultures, thus supporting the idea that enterotoxin Yst is a virulence factor of Y. enterocolitica.
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Affiliation(s)
- A V Mikulskis
- Microbial Pathogenesis Unit, International Institute of Cellular and Molecular Pathology (ICP), Université Catholique de Louvain UCL, Brussels, Belgium
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