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Friesema IHM, Verbart CC, van der Voort M, Stassen J, Lanzl MI, van der Weijden C, Slegers-Fitz-James IA, Franz E. Combining Whole Genome Sequencing Data from Human and Non-Human Sources: Tackling Listeria monocytogenes Outbreaks. Microorganisms 2023; 11:2617. [PMID: 38004629 PMCID: PMC10673080 DOI: 10.3390/microorganisms11112617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 10/10/2023] [Accepted: 10/17/2023] [Indexed: 11/26/2023] Open
Abstract
Listeria monocytogenes (Lm) is ubiquitous in nature and known for its ability to contaminate foods during production processes. Near real-time monitoring of whole genome sequences from food and human isolates, complemented with epidemiological data, has been used in the Netherlands since 2019 to increase the speed and success rate of source finding in the case of (active) clusters. Nine clusters with 4 to 19 human cases investigated between January 2019 and May 2023 are described. Fish production sites were most often linked to outbreaks of listeriosis (six clusters), though other types of food businesses can face similar Lm problems, as the production processes and procedures determine risk. The results showed that low levels of Lm in food samples can still be linked to disease. Therefore, the investigation of a cluster of cases and deployment of the precautionary principle helps to focus on safe food and to prevent further cases. Good practice of environmental monitoring within a food business allows early detection of potential issues with food safety and helps food businesses to take appropriate measures such as cleaning to prevent regrowth of Lm and thus future outbreaks.
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Affiliation(s)
- Ingrid H. M. Friesema
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), 3721 MA Bilthoven, The Netherlands; (M.I.L.); (E.F.)
| | - Charlotte C. Verbart
- Netherlands Food and Consumer Products Safety Authority (NVWA), 3511 GG Utrecht, The Netherlands; (C.C.V.); (C.v.d.W.); (I.A.S.-F.-J.)
| | - Menno van der Voort
- Wageningen Food Safety Research (WFSR), 6708 WB Wageningen, The Netherlands; (M.v.d.V.); (J.S.)
| | - Joost Stassen
- Wageningen Food Safety Research (WFSR), 6708 WB Wageningen, The Netherlands; (M.v.d.V.); (J.S.)
| | - Maren I. Lanzl
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), 3721 MA Bilthoven, The Netherlands; (M.I.L.); (E.F.)
| | - Coen van der Weijden
- Netherlands Food and Consumer Products Safety Authority (NVWA), 3511 GG Utrecht, The Netherlands; (C.C.V.); (C.v.d.W.); (I.A.S.-F.-J.)
| | - Ife A. Slegers-Fitz-James
- Netherlands Food and Consumer Products Safety Authority (NVWA), 3511 GG Utrecht, The Netherlands; (C.C.V.); (C.v.d.W.); (I.A.S.-F.-J.)
| | - Eelco Franz
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), 3721 MA Bilthoven, The Netherlands; (M.I.L.); (E.F.)
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van Hoek AHAM, Lee S, van den Berg RR, Rapallini M, van Overbeeke L, Opsteegh M, Bergval I, Wit B, van der Weijden C, van der Giessen J, van der Voort M. Virulence and antimicrobial resistance of Shiga toxin-producing Escherichia coli from dairy goat and sheep farms in the Netherlands. J Appl Microbiol 2023:7192434. [PMID: 37291695 DOI: 10.1093/jambio/lxad119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
AIMS The aim of our study was to investigate the virulence and resistance of STEC from small ruminants farms in the Netherlands. Moreover, the potential transmission of STEC between animals and humans on farms was evaluated. METHODS AND RESULTS From 182 farms, in total 287 unique STEC isolates were successfully recovered from animal samples. In addition, STEC was isolated from eight out of 144 human samples. The most detected serotype was O146:H21, however, among other serotypes also O26:H11, O157:H7 and O182:H25 isolates were present. Whole genome sequencing covering all human isolates and 50 of the animal isolates revealed a diversity of stx1, stx2, and eae sub-types and an additional 57 virulence factors. The assessed antimicrobial resistance phenotype, as determined by microdilution, was concordant with the genetic profiles identified by WGS. WGS also showed that three of the human isolates could be linked to an animal isolate from the same farm. CONCLUSIONS The obtained STEC isolates showed great diversity in serotype, virulence and resistance factors. Further analysis by WGS allowed for an in-depth assessment of virulence and resistance factors present and to determine the relatedness of human and animal isolates.
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Affiliation(s)
- Angela H A M van Hoek
- National Institute for Public Health and the Environment, Centre for Infectious Disease Control, Bilthoven, The Netherlands
| | - Seungeun Lee
- Wageningen Food Safety Research, Wageningen University and Research, Wageningen, The Netherlands
| | - Redmar R van den Berg
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Michel Rapallini
- Wageningen Food Safety Research, Wageningen University and Research, Wageningen, The Netherlands
| | - Lennert van Overbeeke
- Wageningen Food Safety Research, Wageningen University and Research, Wageningen, The Netherlands
| | - Marieke Opsteegh
- National Institute for Public Health and the Environment, Centre for Infectious Disease Control, Bilthoven, The Netherlands
| | - Indra Bergval
- National Institute for Public Health and the Environment, Centre for Infectious Disease Control, Bilthoven, The Netherlands
| | - Ben Wit
- Netherlands Food and Consumer Product Safety Authority (NVWA), Utrecht, The Netherlands
| | - Coen van der Weijden
- Netherlands Food and Consumer Product Safety Authority (NVWA), Utrecht, The Netherlands
| | - Joke van der Giessen
- National Institute for Public Health and the Environment, Centre for Infectious Disease Control, Bilthoven, The Netherlands
| | - Menno van der Voort
- Wageningen Food Safety Research, Wageningen University and Research, Wageningen, The Netherlands
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Coipan CE, Friesema IHM, van Hoek AHAM, van den Bosch T, van den Beld M, Kuiling S, Gras LM, Bergval I, Bosch T, Wullings B, van der Voort M, Franz E. New insights into the epidemiology of Listeria monocytogenes - A cross-sectoral retrospective genomic analysis in the Netherlands (2010-2020). Front Microbiol 2023; 14:1147137. [PMID: 37089559 PMCID: PMC10118018 DOI: 10.3389/fmicb.2023.1147137] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 03/13/2023] [Indexed: 04/25/2023] Open
Abstract
Introduction Listeriosis, caused by infection with Listeria monocytogenes (Lm), is a relatively rare but severe disease with one of the highest mortality rates among bacterial foodborne illnesses. A better understanding on the degree of Lm clustering, the temporal distribution of the clusters, and their association with the various food sources is expected to lead to improved source tracing and risk-based sampling. Methods We investigated the genomic epidemiology of Lm in the Netherlands between 2010 and 2020 by analyzing whole-genome-sequencing (WGS) data of isolates from listerioss patients and food sources from nationwide integrated surveillance and monitoring. WGS data of 756 patient and 770 food/environmental isolates was assessed using core-genome multi-locus sequence typing (cgMLST) with Hamming distance as measure for pairwise distances. Associations of genotype with the epidemiological variables such as patient's age and gender, and systematic use of specific drugs were tested by multinomial logistic regressions. Genetic differentiation of the Lm within and between food categories was calculated based on allele frequencies at the 1701 cgMLST loci in each food category. Results We confirmed previous results that some clonal complexes (CCs) are overrepresented among clinical isolates but could not identify any epidemiological risk factors. The main findings of this study include the observation of a very weak attribution of Lm types to food categories and a much better attribution to the producer level. In addition, we identified a high degree of temporal persistence of food, patient and mixed clusters, with more than half of the clusters spanning over more than 1 year and up to 10 years. Discussion Taken together this would indicate that identifying persistent contamination in food production settings, and producers that process a wide variety of raw food produce, could significantly contribute to lowering the Lm disease burden.
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Affiliation(s)
- Claudia E. Coipan
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- *Correspondence: Claudia E. Coipan,
| | - Ingrid H. M. Friesema
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Angela H. A. M. van Hoek
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | | | - Maaike van den Beld
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Sjoerd Kuiling
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Lapo Mughini Gras
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
- Institute for Risk Assessment Sciences (IURAS), Utrecht University, Utrecht, Netherlands
| | - Indra Bergval
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Thijs Bosch
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
| | - Bart Wullings
- Wageningen Food Safety Research (WFSR), Wageningen, Netherlands
| | | | - Eelco Franz
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
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Coipan CE, Friesema IH, van den Beld MJC, Bosch T, Schlager S, van der Voort M, Frank C, Lang C, Fruth A, Franz E. Sporadic Occurrence of Enteroaggregative Shiga Toxin-Producing Escherichia coli O104:H4 Similar to 2011 Outbreak Strain. Emerg Infect Dis 2022; 28:1890-1894. [PMID: 35997633 PMCID: PMC9423916 DOI: 10.3201/eid2809.220037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
We describe the recent detection of 3 Shiga toxin-producing enteroaggregative Escherichia coli O104:H4 isolates from patients and 1 from pork in the Netherlands that were genetically highly similar to isolates from the 2011 large-scale outbreak in Europe. Our findings stress the importance of safeguarding food supply production chains to prevent future outbreaks.
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Kirchner N, Cano-Prieto C, Schulz-Fincke AC, Gütschow M, Ortlieb N, Moschny J, Niedermeyer THJ, Horak J, Lämmerhofer M, van der Voort M, Raaijmakers JM, Gross H. Discovery of Thanafactin A, a Linear, Proline-Containing Octalipopeptide from Pseudomonas sp. SH-C52, Motivated by Genome Mining. J Nat Prod 2021; 84:101-109. [PMID: 33382250 DOI: 10.1021/acs.jnatprod.0c01174] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Genome mining of the bacterial strains Pseudomonas sp. SH-C52 and Pseudomonas fluorescens DSM 11579 showed that both strains contained a highly similar gene cluster encoding an octamodular nonribosomal peptide synthetase (NRPS) system which was not associated with a known secondary metabolite. Insertional mutagenesis of an NRPS component followed by comparative profiling led to the discovery of the corresponding novel linear octalipopeptide thanafactin A, which was subsequently isolated and its structure determined by two-dimensional NMR and further spectroscopic and chromatographic methods. In bioassays, thanafactin A exhibited weak protease inhibitory activity and was found to modulate swarming motility in a strain-specific manner.
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Affiliation(s)
- Norbert Kirchner
- Pharmaceutical Institute, Department of Pharmaceutical Biology, University of Tübingen, 72076 Tübingen, Germany
| | - Carolina Cano-Prieto
- Pharmaceutical Institute, Department of Pharmaceutical Biology, University of Tübingen, 72076 Tübingen, Germany
| | | | - Michael Gütschow
- Pharmaceutical Institute, Pharmaceutical & Medicinal Chemistry, University of Bonn, 53121 Bonn, Germany
| | - Nico Ortlieb
- Department of Microbiology and Biotechnology, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
- German Centre for Infection Research (DZIF), Partner Site Tübingen, 72076 Tübingen, Germany
| | - Julia Moschny
- Department of Microbiology and Biotechnology, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
| | - Timo H J Niedermeyer
- Department of Microbiology and Biotechnology, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, 72076 Tübingen, Germany
- German Centre for Infection Research (DZIF), Partner Site Tübingen, 72076 Tübingen, Germany
| | - Jeannie Horak
- Pharmaceutical Institute, Department of Pharmaceutical Analysis and Bioanalysis, University of Tübingen, 72076 Tübingen, Germany
- Dr. von Hauner Children's Hospital, Department of Metabolic and Nutritional Medicine, University of Munich Medical Center, Campus Innenstadt, 80337 Muenchen, Germany
| | - Michael Lämmerhofer
- Pharmaceutical Institute, Department of Pharmaceutical Analysis and Bioanalysis, University of Tübingen, 72076 Tübingen, Germany
| | - Menno van der Voort
- Laboratory of Phytopathology, Wageningen University, Wageningen, Netherlands
| | - Jos M Raaijmakers
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
- Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Harald Gross
- Pharmaceutical Institute, Department of Pharmaceutical Biology, University of Tübingen, 72076 Tübingen, Germany
- German Centre for Infection Research (DZIF), Partner Site Tübingen, 72076 Tübingen, Germany
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Mughini-Gras L, Pijnacker R, Coipan C, Mulder AC, Fernandes Veludo A, de Rijk S, van Hoek AHAM, Buij R, Muskens G, Koene M, Veldman K, Duim B, van der Graaf-van Bloois L, van der Weijden C, Kuiling S, Verbruggen A, van der Giessen J, Opsteegh M, van der Voort M, Castelijn GAA, Schets FM, Blaak H, Wagenaar JA, Zomer AL, Franz E. Sources and transmission routes of campylobacteriosis: A combined analysis of genome and exposure data. J Infect 2020; 82:216-226. [PMID: 33275955 DOI: 10.1016/j.jinf.2020.09.039] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 09/13/2020] [Accepted: 09/26/2020] [Indexed: 01/24/2023]
Abstract
OBJECTIVES To determine the contributions of several animal and environmental sources of human campylobacteriosis and identify source-specific risk factors. METHODS 1417 Campylobacter jejuni/coli isolates from the Netherlands in 2017-2019 were whole-genome sequenced, including isolates from human cases (n = 280), chickens/turkeys (n = 238), laying hens (n = 56), cattle (n = 158), veal calves (n = 49), sheep/goats (n = 111), pigs (n = 110), dogs/cats (n = 100), wild birds (n = 62), and surface water (n = 253). Questionnaire-based exposure data was collected. Source attribution was performed using core-genome multilocus sequence typing. Risk factors were determined on the attribution estimates. RESULTS Cases were mostly attributed to chickens/turkeys (48.2%), dogs/cats (18.0%), cattle (12.1%), and surface water (8.5%). Of the associations identified, never consuming chicken, as well as frequent chicken consumption, and rarely washing hands after touching raw meat, were risk factors for chicken/turkey-attributable infections. Consuming unpasteurized milk or barbecued beef increased the risk for cattle-attributable infections. Risk factors for infections attributable to environmental sources were open water swimming, contact with dog faeces, and consuming non-chicken/turkey avian meat like game birds. CONCLUSIONS Poultry and cattle are the main livestock sources of campylobacteriosis, while pets and surface water are important non-livestock sources. Foodborne transmission is only partially consistent with the attributions, as frequency and alternative pathways of exposure are significant.
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Affiliation(s)
- Lapo Mughini-Gras
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands.
| | - Roan Pijnacker
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Claudia Coipan
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Annemieke C Mulder
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | | | - Sharona de Rijk
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Angela H A M van Hoek
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Ralph Buij
- Wageningen Environmental Research (WER), Wageningen University & Research (WUR), Wageningen, the Netherlands
| | - Gerard Muskens
- Wageningen Environmental Research (WER), Wageningen University & Research (WUR), Wageningen, the Netherlands
| | - Miriam Koene
- Wageningen Bioveterinary Research (WBVR), Wageningen University & Research (WUR), Lelystad, the Netherlands
| | - Kees Veldman
- Wageningen Bioveterinary Research (WBVR), Wageningen University & Research (WUR), Lelystad, the Netherlands
| | - Birgitta Duim
- Department of Infectious Diseases and Immunology (I&I), Utrecht University & WHO Collaborating Center for Campylobacter/OIE Reference Laboratory for Campylobacteriosis, Utrecht, the Netherlands
| | - Linda van der Graaf-van Bloois
- Department of Infectious Diseases and Immunology (I&I), Utrecht University & WHO Collaborating Center for Campylobacter/OIE Reference Laboratory for Campylobacteriosis, Utrecht, the Netherlands
| | - Coen van der Weijden
- Netherlands Food and Consumer Product Safety Authority (NVWA), Utrecht, the Netherlands
| | - Sjoerd Kuiling
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Anjo Verbruggen
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Joke van der Giessen
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Marieke Opsteegh
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Menno van der Voort
- Wageningen Food Safety Research (WFSR), Wageningen University & Research (WUR), Wageningen, the Netherlands
| | - Greetje A A Castelijn
- Wageningen Food Safety Research (WFSR), Wageningen University & Research (WUR), Wageningen, the Netherlands
| | - Franciska M Schets
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Hetty Blaak
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Jaap A Wagenaar
- Department of Infectious Diseases and Immunology (I&I), Utrecht University & WHO Collaborating Center for Campylobacter/OIE Reference Laboratory for Campylobacteriosis, Utrecht, the Netherlands
| | - Aldert L Zomer
- Department of Infectious Diseases and Immunology (I&I), Utrecht University & WHO Collaborating Center for Campylobacter/OIE Reference Laboratory for Campylobacteriosis, Utrecht, the Netherlands
| | - Eelco Franz
- Centre for Infectious Disease Control (CIb), National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
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Castelijn G, van Overbeeke L, Lee S, Wullings B, te Loeke N, Franz E, Friesema I, van der Voort M. Real-time WGS monitoring identifies L. monocytogenes outbreaks in The Netherlands and contributes to a rapid detection of the source. Access Microbiol 2020. [DOI: 10.1099/acmi.ac2020.po0429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Whole genome sequencing (WGS) is increasingly used by food regulatory agencies and public health institutes. It is a powerful tool to identify the source of a foodborne outbreak. Real-time WGS analysis helps to act fast during a foodborne outbreak, and with that the impact of an outbreak can be significantly decreased. In The Netherlands real-time WGS analysis is performed for L. monocytogenes originating from humans and from the food chain, and WGS data is shared between the food regulatory agencies (WFSR and NVWA) and the public health institute (RIVM). Consequently, by molecular typing and cluster analysis probable infection sources of L. monocytogenes are identified. These analysis already identified 18 clusters of human L. monocytogenes isolates related to food isolates, and also several clusters that might suggest persistence of L. monocytogenes in different production environments. Real-time WGS analysis for example contributed to the fast identification of the source of a ST-6 L. monocytogenes outbreak originating from ready-to-eat meat products, and the subsequent termination of this outbreak. The timeframe of human cases (n=19) and strains isolated from the RTE meat products, together with the genetic relatedness of the strains suggest that the source of the outbreak was a L. monocytogenes strain which persisted in the production environment. This shows the effectiveness of real-time WGS analysis in solving foodborne outbreaks in the Netherlands and its potential for the food industry in the prevention of these outbreaks in the future.
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Coipan CE, Dallman TJ, Brown D, Hartman H, van der Voort M, van den Berg RR, Palm D, Kotila S, van Wijk T, Franz E. Concordance of SNP- and allele-based typing workflows in the context of a large-scale international Salmonella Enteritidis outbreak investigation. Microb Genom 2020; 6:e000318. [PMID: 32101514 PMCID: PMC7200063 DOI: 10.1099/mgen.0.000318] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 11/01/2019] [Indexed: 01/07/2023] Open
Abstract
A large European multi-country Salmonella enterica serovar Enteritidis outbreak associated with Polish eggs was characterized by whole-genome sequencing (WGS)-based analysis, with various European institutes using different analysis workflows to identify isolates potentially related to the outbreak. The objective of our study was to compare the output of six of these different typing workflows (distance matrices of either SNP-based or allele-based workflows) in terms of cluster detection and concordance. To this end, we analysed a set of 180 isolates coming from confirmed and probable outbreak cases, which were representative of the genetic variation within the outbreak, supplemented with 22 unrelated contemporaneous S. enterica serovar Enteritidis isolates. Since the definition of a cluster cut-off based on genetic distance requires prior knowledge on the evolutionary processes that govern the bacterial populations in question, we used a variety of hierarchical clustering methods (single, average and complete) and selected the optimal number of clusters based on the consensus of the silhouette, Dunn2, and McClain-Rao internal validation indices. External validation was done by calculating the concordance with the WGS-based case definition (SNP-address) for this outbreak using the Fowlkes-Mallows index. Our analysis indicates that with complete-linkage hierarchical clustering combined with the optimal number of clusters, as defined by three internal validity indices, the six different allele- and SNP-based typing workflows generate clusters with similar compositions. Furthermore, we show that even in the absence of coordinated typing procedures, but by using an unsupervised machine learning methodology for cluster delineation, the various workflows that are currently in use by six European public-health authorities can identify concordant clusters of genetically related S. enterica serovar Enteritidis isolates; thus, providing public-health researchers with comparable tools for detection of infectious-disease outbreaks.
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Affiliation(s)
- Claudia E. Coipan
- National Institute for Public Health and the Environment (RIVM), Centre for Infectious Disease Control, Bilthoven, The Netherlands
| | - Timothy J. Dallman
- National Infections Service, Public Health England (PHE), London, England, UK
| | - Derek Brown
- Scottish Microbiology Reference Laboratory (SMiRL), Glasgow, Scotland, UK
| | - Hassan Hartman
- National Infections Service, Public Health England (PHE), London, England, UK
| | | | | | - Daniel Palm
- European Centre for Disease Prevention and Control (ECDC), Solna Municipality, Sweden
| | - Saara Kotila
- European Centre for Disease Prevention and Control (ECDC), Solna Municipality, Sweden
| | - Tom van Wijk
- National Institute for Public Health and the Environment (RIVM), Centre for Infectious Disease Control, Bilthoven, The Netherlands
| | - Eelco Franz
- National Institute for Public Health and the Environment (RIVM), Centre for Infectious Disease Control, Bilthoven, The Netherlands
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Pijnacker R, Dallman TJ, Tijsma ASL, Hawkins G, Larkin L, Kotila SM, Amore G, Amato E, Suzuki PM, Denayer S, Klamer S, Pászti J, McCormick J, Hartman H, Hughes GJ, Brandal LCT, Brown D, Mossong J, Jernberg C, Müller L, Palm D, Severi E, Gołębiowska J, Hunjak B, Owczarek S, Le Hello S, Garvey P, Mooijman K, Friesema IHM, van der Weijden C, van der Voort M, Rizzi V, Franz E. An international outbreak of Salmonella enterica serotype Enteritidis linked to eggs from Poland: a microbiological and epidemiological study. Lancet Infect Dis 2019; 19:778-786. [PMID: 31133519 DOI: 10.1016/s1473-3099(19)30047-7] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 01/17/2019] [Accepted: 01/17/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Salmonella spp are a major cause of food-borne outbreaks in Europe. We investigated a large multi-country outbreak of Salmonella enterica serotype Enteritidis in the EU and European Economic Area (EEA). METHODS A confirmed case was defined as a laboratory-confirmed infection with the outbreak strains of S Enteritidis based on whole-genome sequencing (WGS), occurring between May 1, 2015, and Oct 31, 2018. A probable case was defined as laboratory-confirmed infection with S Enteritidis with the multiple-locus variable-number tandem repeat analysis outbreak profile. Multi-country epidemiological, trace-back, trace-forward, and environmental investigations were done. We did a case-control study including confirmed and probable cases and controls randomly sampled from the population registry (frequency matched by age, sex, and postal code). Odds ratios (ORs) for exposure rates between cases and controls were calculated with unmatched univariable and multivariable logistic regression. FINDINGS 18 EU and EEA countries reported 838 confirmed and 371 probable cases. 509 (42%) cases were reported in 2016, after which the number of cases steadily increased. The case-control study results showed that cases more often ate in food establishments than did controls (OR 3·4 [95% CI 1·6-7·3]), but no specific food item was identified. Recipe-based food trace-back investigations among cases who ate in food establishments identified eggs from Poland as the vehicle of infection in October, 2016. Phylogenetic analysis identified two strains of S Enteritidis in human cases that were subsequently identified in salmonella-positive eggs and primary production premises in Poland, confirming the source of the outbreak. After control measures were implemented, the number of cases decreased, but increased again in March, 2017, and the increase continued into 2018. INTERPRETATION This outbreak highlights the public health value of multi-country sharing of epidemiological, trace-back, and microbiological data. The re-emergence of cases suggests that outbreak strains have continued to enter the food chain, although changes in strain population dynamics and fewer cases indicate that control measures had some effect. Routine use of WGS in salmonella surveillance and outbreak response promises to identify and stop outbreaks in the future. FUNDING European Centre for Disease Prevention and Control; Directorate General for Health and Food Safety, European Commission; and National Public Health and Food Safety Institutes of the authors' countries (see Acknowledgments for full list).
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Affiliation(s)
- Roan Pijnacker
- National Institute for Public Health and the Environment (RIVM), Centre for Infectious Disease Control, Bilthoven, Netherlands.
| | | | - Aloys S L Tijsma
- Netherlands Food and Consumer Product Safety Authority (NVWA), Utrecht, Netherlands
| | | | | | - Saara M Kotila
- European Centre for Disease Prevention and Control, Solna, Sweden
| | - Giusi Amore
- European Food Safety Authority, Parma, Italy
| | - Ettore Amato
- Rapid Alert System for Food and Feed, Directorate-General for Health and Food Safety, European Commission, Brussels, Belgium
| | - Pamina M Suzuki
- Crisis Management in Food, Directorate-General for Health and Food Safety, European Commission, Brussels, Belgium
| | - Sarah Denayer
- National Institute for Public Health (Sciensano), Elsene, Belgium
| | - Sofieke Klamer
- National Institute for Public Health (Sciensano), Elsene, Belgium
| | - Judit Pászti
- National Centre for Epidemiology, Budapest, Hungary
| | | | | | | | | | - Derek Brown
- Scottish Salmonella, Shigella, and Clostridium difficile Reference Laboratory, Glasgow, UK
| | - Joël Mossong
- National Health Laboratory, Dudelange, Luxembourg
| | | | | | - Daniel Palm
- European Centre for Disease Prevention and Control, Solna, Sweden
| | - Ettore Severi
- European Centre for Disease Prevention and Control, Solna, Sweden
| | | | | | | | | | | | - Kirsten Mooijman
- European Union Reference Laboratory for Salmonella, Bilthoven, Netherlands
| | - Ingrid H M Friesema
- National Institute for Public Health and the Environment (RIVM), Centre for Infectious Disease Control, Bilthoven, Netherlands
| | - Coen van der Weijden
- Netherlands Food and Consumer Product Safety Authority (NVWA), Utrecht, Netherlands
| | - Menno van der Voort
- Netherlands Food and Consumer Product Safety Authority (NVWA), Utrecht, Netherlands
| | | | - Eelco Franz
- National Institute for Public Health and the Environment (RIVM), Centre for Infectious Disease Control, Bilthoven, Netherlands
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10
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Cheng X, Cordovez V, Etalo DW, van der Voort M, Raaijmakers JM. Role of the GacS Sensor Kinase in the Regulation of Volatile Production by Plant Growth-Promoting Pseudomonas fluorescens SBW25. Front Plant Sci 2016; 7:1706. [PMID: 27917180 PMCID: PMC5114270 DOI: 10.3389/fpls.2016.01706] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Accepted: 10/31/2016] [Indexed: 05/25/2023]
Abstract
In plant-associated Pseudomonas species, the production of several secondary metabolites and exoenzymes is regulated by the GacS/GacA two-component regulatory system (the Gac-system). Here, we investigated if a mutation in the GacS sensor kinase affects the production of volatile organic compounds (VOCs) in P. fluorescens SBW25 (Pf.SBW25) and how this impacts on VOCs-mediated growth promotion and induced systemic resistance of Arabidopsis and tobacco. A total of 205 VOCs were detected by Gas Chromatography Mass Spectrometry for Pf. SBW25 and the gacS-mutant grown on two different media for 3 and 6 days. Discriminant function analysis followed by hierarchical clustering revealed 24 VOCs that were significantly different in their abundance between Pf.SBW25 and the gacS-mutant, which included three acyclic alkenes (3-nonene, 4-undecyne, 1-undecene). These alkenes were significantly reduced by the gacS mutation independently of the growth media and of the incubation time. For Arabidopsis, both Pf.SBW25 and the gacS-mutant enhanced, via VOCs, root and shoot biomass, induced systemic resistance against leaf infections by P. syringae and rhizosphere acidification to the same extent. For tobacco, however, VOCs-mediated effects on shoot and root growth were significantly different between Pf.SBW25 and the gacS-mutant. While Pf.SBW25 inhibited tobacco root growth, the gacS-mutant enhanced root biomass and lateral root formation relative to the non-treated control plants. Collectively these results indicate that the sensor kinase GacS is involved in the regulation of VOCs production in Pf.SBW25, affecting plant growth in a plant species-dependent manner.
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Affiliation(s)
- Xu Cheng
- Laboratory of Phytopathology, Wageningen UniversityWageningen, Netherlands
| | - Viviane Cordovez
- Department of Microbial Ecology, Netherlands Institute of EcologyWageningen, Netherlands
| | - Desalegn W. Etalo
- Department of Microbial Ecology, Netherlands Institute of EcologyWageningen, Netherlands
| | | | - Jos M. Raaijmakers
- Department of Microbial Ecology, Netherlands Institute of EcologyWageningen, Netherlands
- Institute of Biology Leiden, Leiden UniversityLeiden, Netherlands
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11
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van der Voort M, Kempenaar M, van Driel M, Raaijmakers JM, Mendes R. Impact of soil heat on reassembly of bacterial communities in the rhizosphere microbiome and plant disease suppression. Ecol Lett 2016; 19:375-82. [PMID: 26833547 DOI: 10.1111/ele.12567] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Revised: 10/29/2015] [Accepted: 12/08/2015] [Indexed: 02/05/2023]
Abstract
The rhizosphere microbiome offers a range of ecosystem services to the plant, including nutrient acquisition and tolerance to (a)biotic stress. Here, analysing the data by Mendes et al. (2011), we show that short heat disturbances (50 or 80 °C, 1 h) of a soil suppressive to the root pathogenic fungus Rhizoctonia solani caused significant increase in alpha diversity of the rhizobacterial community and led to partial or complete loss of disease protection. A reassembly model is proposed where bacterial families that are heat tolerant and have high growth rates significantly increase in relative abundance after heat disturbance, while temperature-sensitive and slow-growing bacteria have a disadvantage. The results also pointed to a potential role of slow-growing, heat-tolerant bacterial families from Actinobacteria and Acidobacteria phyla in plant disease protection. In conclusion, short heat disturbance of soil results in rearrangement of rhizobacterial communities and this is correlated with changes in the ecosystem service disease suppression.
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Affiliation(s)
- Menno van der Voort
- Laboratory of Phytopathology, Wageningen University, Wageningen, Netherlands
| | - Marcel Kempenaar
- The Netherlands Bioinformatics Centre (NBIC), Nijmegen, Netherlands
| | - Marc van Driel
- The Netherlands Bioinformatics Centre (NBIC), Nijmegen, Netherlands
| | - Jos M Raaijmakers
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO/KNAW), Wageningen, Netherlands.,Institute of Biology, Leiden University, Wageningen, Netherlands
| | - Rodrigo Mendes
- Laboratory of Environmental Microbiology, Embrapa Environment, Jaguariuna, Brazil
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12
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Liu Y, Rzeszutek E, van der Voort M, Wu CH, Thoen E, Skaar I, Bulone V, Dorrestein PC, Raaijmakers JM, de Bruijn I. Diversity of Aquatic Pseudomonas Species and Their Activity against the Fish Pathogenic Oomycete Saprolegnia. PLoS One 2015; 10:e0136241. [PMID: 26317985 PMCID: PMC4552890 DOI: 10.1371/journal.pone.0136241] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 07/30/2015] [Indexed: 12/20/2022] Open
Abstract
Emerging fungal and oomycete pathogens are increasingly threatening animals and plants globally. Amongst oomycetes, Saprolegnia species adversely affect wild and cultivated populations of amphibians and fish, leading to substantial reductions in biodiversity and food productivity. With the ban of several chemical control measures, new sustainable methods are needed to mitigate Saprolegnia infections in aquaculture. Here, PhyloChip-based community analyses showed that the Pseudomonadales, particularly Pseudomonas species, represent one of the largest bacterial orders associated with salmon eggs from a commercial hatchery. Among the Pseudomonas species isolated from salmon eggs, significantly more biosurfactant producers were retrieved from healthy salmon eggs than from Saprolegnia-infected eggs. Subsequent in vivo activity bioassays showed that Pseudomonas isolate H6 significantly reduced salmon egg mortality caused by Saprolegnia diclina. Live colony mass spectrometry showed that strain H6 produces a viscosin-like lipopeptide surfactant. This biosurfactant inhibited growth of Saprolegnia in vitro, but no significant protection of salmon eggs against Saprolegniosis was observed. These results indicate that live inocula of aquatic Pseudomonas strains, instead of their bioactive compound, can provide new (micro)biological and sustainable means to mitigate oomycete diseases in aquaculture.
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Affiliation(s)
- Yiying Liu
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
| | - Elzbieta Rzeszutek
- Division of Glycoscience, School of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
| | - Menno van der Voort
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
| | - Cheng-Hsuan Wu
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, United States of America
- Department of Chemistry, Boston University, Boston, United States of America
| | - Even Thoen
- Norwegian Veterinary Institute, Oslo, Norway
- Norwegian University of Life Sciences, Oslo, Norway
| | - Ida Skaar
- Norwegian Veterinary Institute, Oslo, Norway
| | - Vincent Bulone
- Division of Glycoscience, School of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
| | - Pieter C. Dorrestein
- Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, California, United States of America
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, California, United States of America
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, California, United States of America
- Department of Pharmacology, University of California San Diego, La Jolla, California, United States of America
| | - Jos M. Raaijmakers
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
| | - Irene de Bruijn
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
- * E-mail:
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13
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Song C, Mazzola M, Cheng X, Oetjen J, Alexandrov T, Dorrestein P, Watrous J, van der Voort M, Raaijmakers JM. Molecular and chemical dialogues in bacteria-protozoa interactions. Sci Rep 2015; 5:12837. [PMID: 26246193 PMCID: PMC4542665 DOI: 10.1038/srep12837] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 07/10/2015] [Indexed: 12/23/2022] Open
Abstract
Protozoan predation of bacteria can significantly affect soil microbial community composition and ecosystem functioning. Bacteria possess diverse defense strategies to resist or evade protozoan predation. For soil-dwelling Pseudomonas species, several secondary metabolites were proposed to provide protection against different protozoan genera. By combining whole-genome transcriptome analyses with (live) imaging mass spectrometry (IMS), we observed multiple changes in the molecular and chemical dialogues between Pseudomonas fluorescens and the protist Naegleria americana. Lipopeptide (LP) biosynthesis was induced in Pseudomonas upon protozoan grazing and LP accumulation transitioned from homogeneous distributions across bacterial colonies to site-specific accumulation at the bacteria-protist interface. Also putrescine biosynthesis was upregulated in P. fluorescens upon predation. We demonstrated that putrescine induces protozoan trophozoite encystment and adversely affects cyst viability. This multifaceted study provides new insights in common and strain-specific responses in bacteria-protozoa interactions, including responses that contribute to bacterial survival in highly competitive soil and rhizosphere environments.
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Affiliation(s)
- Chunxu Song
- 1] Laboratory of Phytopathology, Wageningen University, 6708 PB Wageningen, the Netherlands [2] Microbial Ecology Department, Netherlands Institute of Ecology (NIOO-KNAW), 6708 PB Wageningen, the Netherlands
| | - Mark Mazzola
- USDA-ARS, 1104 N. Western Ave., Wenatchee, Washington 98801
| | - Xu Cheng
- Laboratory of Phytopathology, Wageningen University, 6708 PB Wageningen, the Netherlands
| | - Janina Oetjen
- Center for Industrial Mathematics, University of Bremen, 28359 Bremen, Germany
| | - Theodore Alexandrov
- 1] MALDI Imaging Lab, University of Bremen, 28359 Bremen, Germany [2] Center for Industrial Mathematics, University of Bremen, 28359 Bremen, Germany [3] SCiLS GmbH, 28359 Bremen, Germany [4] Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego , San Diego, California 92093, United States [5] Structural and Computational Biology Unit, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
| | - Pieter Dorrestein
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego , San Diego, California 92093, United States
| | - Jeramie Watrous
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California at San Diego , San Diego, California 92093, United States
| | - Menno van der Voort
- Laboratory of Phytopathology, Wageningen University, 6708 PB Wageningen, the Netherlands
| | - Jos M Raaijmakers
- 1] Laboratory of Phytopathology, Wageningen University, 6708 PB Wageningen, the Netherlands [2] Microbial Ecology Department, Netherlands Institute of Ecology (NIOO-KNAW), 6708 PB Wageningen, the Netherlands
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14
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Cheng X, van der Voort M, Raaijmakers JM. Gac-mediated changes in pyrroloquinoline quinone biosynthesis enhance the antimicrobial activity of Pseudomonas fluorescens SBW25. Environ Microbiol Rep 2015; 7:139-47. [PMID: 25356880 DOI: 10.1111/1758-2229.12231] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Accepted: 10/08/2014] [Indexed: 05/10/2023]
Abstract
In Pseudomonas species, production of secondary metabolites and exoenzymes is regulated by the GacS/GacA two-component regulatory system. In Pseudomonas fluorescens SBW25, mutations in the Gac-system cause major transcriptional changes and abolished production of the lipopeptide viscosin and of an exoprotease. In contrast to many other Pseudomonas species and strains, inactivation of the Gac-system in strain SBW25 significantly enhanced its antimicrobial activities against oomycete, fungal and bacterial pathogens. Here, random plasposon mutagenesis of the gacS mutant led to the identification of seven mutants with reduced or loss of antimicrobial activity. In four mutants, the plasposon insertion was located in genes of the pyrroloquinoline quinone (PQQ) biosynthesis pathway. Genetic complementation, ectopic expression, activity bioassays and Reversed-phase high-performance liquid chromatography (RP-HPLC) analyses revealed that a gacS mutation in SBW25 leads to enhanced expression of pqq genes, resulting in an increase in gluconic and 2-ketogluconic acid production, which in turn acidified the extracellular medium to levels that inhibit growth of other microorganisms. We also showed that PQQ-mediated acidification comes with a growth penalty for the gacS mutant in the stationary phase. In conclusion, PQQ-mediated acidification compensates for the loss of several antimicrobial traits in P. fluorescens SBW25 and may help gac mutants to withstand competitors.
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Affiliation(s)
- Xu Cheng
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
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15
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Song C, van der Voort M, van de Mortel J, Hassan KA, Elbourne LDH, Paulsen IT, Loper JE, Raaijmakers JM. The Rsm regulon of plant growth-promoting Pseudomonas fluorescens SS101: role of small RNAs in regulation of lipopeptide biosynthesis. Microb Biotechnol 2014; 8:296-310. [PMID: 25488342 PMCID: PMC4353343 DOI: 10.1111/1751-7915.12190] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Revised: 09/29/2014] [Accepted: 10/02/2014] [Indexed: 11/28/2022] Open
Abstract
The rhizobacterium Pseudomonas fluorescens SS101 inhibits growth of oomycete and fungal pathogens, and induces resistance in plants against pathogens and insects. To unravel regulatory pathways of secondary metabolite production in SS101, we conducted a genome-wide search for sRNAs and performed transcriptomic analyses to identify genes associated with the Rsm (repressor of secondary metabolites) regulon. In silico analysis led to the identification of 16 putative sRNAs in the SS101 genome. In frame deletion of the sRNAs rsmY and rsmZ showed that the Rsm system regulates the biosynthesis of the lipopeptide massetolide A and involves the two repressor proteins RsmA and RsmE, with the LuxR-type transcriptional regulator MassAR as their most likely target. Transcriptome analyses of the rsmYZ mutant further revealed that genes associated with iron acquisition, motility and chemotaxis were significantly upregulated, whereas genes of the type VI secretion system were downregulated. Comparative transcriptomic analyses showed that most, but not all, of the genes controlled by RsmY/RsmZ are also controlled by the GacS/GacA two-component system. We conclude that the Rsm regulon of P. fluorescens SS101 plays a critical role in the regulation of lipopeptide biosynthesis and controls the expression of other genes involved in motility, competition and survival in the plant rhizosphere.
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Affiliation(s)
- Chunxu Song
- Laboratory of Phytopathology, Wageningen University, 6708 PD, Wageningen, the Netherlands; Department of Microbial Ecology, Netherlands Institute of Ecology, 6708 PB, Wageningen, the Netherlands
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16
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Liu Y, de Bruijn I, Jack ALH, Drynan K, van den Berg AH, Thoen E, Sandoval-Sierra V, Skaar I, van West P, Diéguez-Uribeondo J, van der Voort M, Mendes R, Mazzola M, Raaijmakers JM. Deciphering microbial landscapes of fish eggs to mitigate emerging diseases. ISME J 2014; 8:2002-14. [PMID: 24671087 PMCID: PMC4184010 DOI: 10.1038/ismej.2014.44] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Revised: 02/18/2014] [Accepted: 02/27/2014] [Indexed: 12/18/2022]
Abstract
Animals and plants are increasingly suffering from diseases caused by fungi and oomycetes. These emerging pathogens are now recognized as a global threat to biodiversity and food security. Among oomycetes, Saprolegnia species cause significant declines in fish and amphibian populations. Fish eggs have an immature adaptive immune system and depend on nonspecific innate defences to ward off pathogens. Here, meta-taxonomic analyses revealed that Atlantic salmon eggs are home to diverse fungal, oomycete and bacterial communities. Although virulent Saprolegnia isolates were found in all salmon egg samples, a low incidence of Saprolegniosis was strongly correlated with a high richness and abundance of specific commensal Actinobacteria, with the genus Frondihabitans (Microbacteriaceae) effectively inhibiting attachment of Saprolegniato salmon eggs. These results highlight that fundamental insights into microbial landscapes of fish eggs may provide new sustainable means to mitigate emerging diseases.
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Affiliation(s)
- Yiying Liu
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
| | - Irene de Bruijn
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
| | - Allison LH Jack
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
- Prescott College, Environmental Studies Program, Prescott, AZ, USA
| | | | - Albert H van den Berg
- Aberdeen Oomycete Laboratory, Institute of Medical Sciences, University of Aberdeen, Aberdeen, UK
| | - Even Thoen
- Norwegian Veterinary Institute, Oslo, Norway
- Norwegian School of Veterinary Science, Oslo, Norway
| | | | - Ida Skaar
- Norwegian Veterinary Institute, Oslo, Norway
| | - Pieter van West
- Aberdeen Oomycete Laboratory, Institute of Medical Sciences, University of Aberdeen, Aberdeen, UK
| | | | - Menno van der Voort
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
| | - Rodrigo Mendes
- Laboratory of Environmental Microbiology, Embrapa Environment, Jaguariuna, Brazil
| | | | - Jos M Raaijmakers
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
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17
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Schmidt Y, van der Voort M, Crüsemann M, Piel J, Josten M, Sahl HG, Miess H, Raaijmakers JM, Gross H. Biosynthetic origin of the antibiotic cyclocarbamate brabantamide A (SB-253514) in plant-associated Pseudomonas. Chembiochem 2014; 15:259-66. [PMID: 24436210 DOI: 10.1002/cbic.201300527] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Indexed: 11/07/2022]
Abstract
Within the framework of our genome-based program to discover new antibiotic lipopeptides from Pseudomonads, brabantamides A-C were isolated from plant-associated Pseudomonas sp. SH-C52. Brabantamides A-C displayed moderate to high in vitro activities against Gram-positive bacterial pathogens. Their shared structure is unique in that they contain a 5,5-bicyclic carbamate scaffold. Here, the biosynthesis of brabantamide A (SB-253514) was studied by a combination of bioinformatics, feeding experiments with isotopically labelled precursors and in vivo and in vitro functional analysis of enzymes encoded in the biosynthetic pathway. The studies resulted in the deduction of all biosynthetic building blocks of brabantamide A and revealed an unusual feature of this metabolite: its biosynthesis occurs via an initially formed linear di-lipopeptide that is subsequently rearranged by a novel FAD-dependent Baeyer-Villiger monooxygenase.
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18
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Sarmiento-Ramírez JM, van der Voort M, Raaijmakers JM, Diéguez-Uribeondo J. Unravelling the microbiome of eggs of the endangered sea turtle Eretmochelys imbricata identifies bacteria with activity against the emerging pathogen Fusarium falciforme. PLoS One 2014; 9:e95206. [PMID: 24743166 PMCID: PMC3990731 DOI: 10.1371/journal.pone.0095206] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Accepted: 03/24/2014] [Indexed: 01/31/2023] Open
Abstract
Habitat bioaugmentation and introduction of protective microbiota have been proposed as potential conservation strategies to rescue endangered mammals and amphibians from emerging diseases. For both strategies, insight into the microbiomes of the endangered species and their habitats is essential. Here, we sampled nests of the endangered sea turtle species Eretmochelys imbricata that were infected with the fungal pathogen Fusarium falciforme. Metagenomic analysis of the bacterial communities associated with the shells of the sea turtle eggs revealed approximately 16,664 operational taxonomic units, with Proteobacteria, Actinobacteria, Firmicutes and Bacteroidetes as the most dominant phyla. Subsequent isolation of Actinobacteria from the eggshells led to the identification of several genera (Streptomyces, Amycolaptosis, Micromomospora Plantactinospora and Solwaraspora) that inhibit hyphal growth of the pathogen F. falciforme. These bacterial genera constitute a first set of microbial indicators to evaluate the potential role of microbiota in conservation of endangered sea turtle species.
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Affiliation(s)
| | - Menno van der Voort
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
| | - Jos M. Raaijmakers
- Laboratory of Phytopathology, Wageningen University, Wageningen, The Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
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Carrión VJ, van der Voort M, Arrebola E, Gutiérrez-Barranquero JA, de Vicente A, Raaijmakers JM, Cazorla FM. Mangotoxin production of Pseudomonas syringae pv. syringae is regulated by MgoA. BMC Microbiol 2014; 14:46. [PMID: 24555804 PMCID: PMC3945005 DOI: 10.1186/1471-2180-14-46] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Accepted: 02/12/2014] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND The antimetabolite mangotoxin is a key factor in virulence of Pseudomonas syringae pv. syringae strains which cause apical necrosis of mango trees. Previous studies showed that mangotoxin biosynthesis is governed by the mbo operon. Random mutagenesis led to the identification of two other gene clusters that affect mangotoxin biosynthesis. These are the gacS/gacA genes and mgo operon which harbors the four genes mgoBCAD. RESULTS The current study shows that disruption of the nonribosomal peptide synthetase (NRPS) gene mgoA resulted in loss of mangotoxin production and reduced virulence on tomato leaves. Transcriptional analyses by qPCR and promoter reporter fusions revealed that mbo expression is regulated by both gacS/gacA and mgo genes. Also, expression of the mgo operon was shown to be regulated by gacS/gacA. Heterologous expression under the native promoter of the mbo operon resulted in mangotoxin production in non-producing P. syringae strains, but not in other Pseudomonas species. Also introduction of the mbo and mgo operons in nonproducing P. protegens Pf-5 did not confer mangotoxin production but did enhance transcription of the mbo promoter. CONCLUSIONS From the data obtained in this study, we conclude that both mbo and mgo operons are under the control of the gacS/gacA two-component system and that the MgoA product acts as a positive regulator of mangotoxin biosynthesis.
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Affiliation(s)
- Víctor J Carrión
- Departamento de Microbiología, Facultad de Ciencias, Instituto de Hortofruticultura Subtropical y Mediterránea “La Mayora”-Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Universidad de Málaga, Campus de Teatinos, 29071 Málaga, Spain
- Laboratory of Phytopathology, Wageningen University, Wageningen, 6708 PB The Netherlands
- Department of Microbial Ecology, The Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
| | - Menno van der Voort
- Laboratory of Phytopathology, Wageningen University, Wageningen, 6708 PB The Netherlands
| | - Eva Arrebola
- Instituto de Hortofruticultura Subtropical y Mediterránea “La Mayora”-Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Estación Experimental La Mayora, Algarrobo-Costa, 29750 Málaga, Spain
| | - José A Gutiérrez-Barranquero
- Departamento de Microbiología, Facultad de Ciencias, Instituto de Hortofruticultura Subtropical y Mediterránea “La Mayora”-Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Universidad de Málaga, Campus de Teatinos, 29071 Málaga, Spain
- BIOMERIT Research Centre, School of Microbiology, University College Cork, National University of Ireland, Cork, Ireland
| | - Antonio de Vicente
- Departamento de Microbiología, Facultad de Ciencias, Instituto de Hortofruticultura Subtropical y Mediterránea “La Mayora”-Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Universidad de Málaga, Campus de Teatinos, 29071 Málaga, Spain
| | - Jos M Raaijmakers
- Laboratory of Phytopathology, Wageningen University, Wageningen, 6708 PB The Netherlands
- Department of Microbial Ecology, The Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands
| | - Francisco M Cazorla
- Departamento de Microbiología, Facultad de Ciencias, Instituto de Hortofruticultura Subtropical y Mediterránea “La Mayora”-Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Universidad de Málaga, Campus de Teatinos, 29071 Málaga, Spain
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Cheng X, de Bruijn I, van der Voort M, Loper JE, Raaijmakers JM. The Gac regulon of Pseudomonas fluorescens SBW25. Environ Microbiol Rep 2013; 5:608-19. [PMID: 23864577 DOI: 10.1111/1758-2229.12061] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2012] [Accepted: 04/01/2013] [Indexed: 05/10/2023]
Abstract
Transcriptome analysis of Pseudomonas fluorescens SBW25 showed that 702 genes were differentially regulated in a gacS::Tn5 mutant, with 300 and 402 genes up- and downregulated respectively. Similar to the Gac regulon of other Pseudomonas species, genes involved in motility, biofilm formation, siderophore biosynthesis and oxidative stress were differentially regulated in the gacS mutant of SBW25. Our analysis also revealed, for the first time, that transcription of 19 rhizosphere-induced genes and of genes involved in type II secretion, (exo)polysaccharide and pectate lyase biosynthesis, twitching motility and an orphan non-ribosomal peptide synthetase (NRPS) were significantly affected in the gacS mutant. Furthermore, the gacS mutant inhibited growth of oomycete, fungal and bacterial pathogens significantly more than wild type SBW25. Since RP-HPLC analysis did not reveal any potential candidate metabolites, we focused on the Gac-regulated orphan NRPS gene cluster that was predicted to encode an eight-amino-acid ornicorrugatin-like peptide. Site-directed mutagenesis indicated that the encoded peptide is not involved in the enhanced antimicrobial activity of the gacS mutant but may function as a siderophore. Collectively, this genome-wide analysis revealed that a mutation in the GacS/A two-component regulatory system causes major transcriptional changes in SBW25 and significantly enhances its antimicrobial activities by yet unknown mechanisms.
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Affiliation(s)
- Xu Cheng
- Laboratory of Phytopathology, Wageningen University, Droevendaalsesteeg 1, 6708 PB, Wageningen, the Netherlands
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From C, van der Voort M, Abee T, Granum PE. Characterization of a spore-specific protein of the Bacillus cereus group. FEMS Microbiol Lett 2012; 331:152-9. [PMID: 22458449 DOI: 10.1111/j.1574-6968.2012.02562.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Revised: 03/23/2012] [Accepted: 03/26/2012] [Indexed: 11/30/2022] Open
Abstract
Bc1245 is a monocistronic chromosomal gene of Bacillus cereus ATCC 14579 encoding a putative protein of 143 amino acids identified in this study to have a spore-related function in B. cereus. Bc1245 is highly conserved in the genome of members of the B. cereus group, indicating an important function of the gene in this group of bacteria. Quantitative PCR revealed that bc1245 is transcribed late in sporulation (upon formation of phase-bright spores) and at the same time as the mother cell-specific transcription factor σ(K) . The σ(K) regulon includes structural components of the spore (such as coat proteins), and it is therefore plausible that bc1245 might encode a structural outer spore protein. This was confirmed by detection of BC1245 in exosporium extracts from B. cereus by immunoblotting against BC1245 antiserum.
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Affiliation(s)
- Cecilie From
- Department of Food Safety and Infection Biology, Section for Food Safety, Norwegian School of Veterinary Science, Oslo, Norway
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Garcia D, der Voort MV, Abee T. Comparative analysis of Bacillus weihenstephanensis KBAB4 spores obtained at different temperatures. Int J Food Microbiol 2010; 140:146-53. [DOI: 10.1016/j.ijfoodmicro.2010.04.005] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2010] [Revised: 03/29/2010] [Accepted: 04/01/2010] [Indexed: 10/19/2022]
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Abee T, Groot MN, Tempelaars M, Zwietering M, Moezelaar R, van der Voort M. Germination and outgrowth of spores of Bacillus cereus group members: diversity and role of germinant receptors. Food Microbiol 2010; 28:199-208. [PMID: 21315974 DOI: 10.1016/j.fm.2010.03.015] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2009] [Revised: 03/19/2010] [Accepted: 03/25/2010] [Indexed: 11/26/2022]
Abstract
Bacillus cereus is a gram-positive, facultative anaerobic, endospore-forming toxicogenic human pathogen. Endospores are highly specialized, metabolically dormant cell types that are resistant to extreme environmental conditions, including heat, dehydration and other physical stresses. B. cereus can enter a range of environments, and can in its spore form, survive harsh conditions. If these conditions become favorable, spores can germinate and grow out and reach considerable numbers in a range of environments including processed foods. Certainly the last decade, when consumer preferences have shifted to mildly processed food, new opportunities arose for spore-forming spoilage and pathogenic organisms. Only rigorous methods have been shown to be capable of destroying all spores present in food, thus a shift toward e.g., milder heat preservation strategies, may result in low but significant amounts of viable spores in food products. Hence, the need for a mild spore destruction strategy is eminent including control of spore outgrowth. Consequently, there is a large interest in triggering spore germination in foodstuffs, since germinated spores have lost the extreme resistance of dormant spores and are relatively easy to kill. Another option could be to prevent germination so that no dangerous levels can be reached. This contribution will focus on germination and outgrowth characteristics of B. cereus and other members of the B. cereus group, providing an overview of the niches these spore-formers can occupy, the signals that trigger germination, and how B. cereus copes with these wake-up calls in different environments including foods, during food processing and upon interaction with the human host.
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Affiliation(s)
- Tjakko Abee
- TI Food and Nutrition (TIFN), Wageningen, The Netherlands.
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van der Voort M, García D, Moezelaar R, Abee T. Germinant receptor diversity and germination responses of four strains of the Bacillus cereus group. Int J Food Microbiol 2010; 139:108-15. [PMID: 20153067 DOI: 10.1016/j.ijfoodmicro.2010.01.028] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2009] [Revised: 01/18/2010] [Accepted: 01/19/2010] [Indexed: 11/24/2022]
Abstract
Four strains of the Bacillus cereus group were compared for their germinant receptor composition and spore germination capacity. Phylogenetic analysis of the germinant receptor encoding operons of the enterotoxic strains B. cereus ATCC 14579 and ATCC 10987, the emetic strain AH187, and the psychrotolerant strain Bacillus weihenstephanensis KBAB4, indicated a core group of five germinant receptor operons to be present in the four strains, with each strain containing one to three additional receptors. Using quantitative PCR, induction of expression during sporulation was confirmed for all identified germinant receptor operons in these strains. Despite the large overlap in receptors, diversity in amino acid-induced germination capacity was observed, with six out of 20 amino acids, serving as germinants for spores of all four strains. Each strain showed unique features: efficient germination of strain KBAB4 spores required non-inducing amounts of inosine as the co-germinant, strain ATCC 10987 spores germinated only efficiently after heat activation. Furthermore, strain ATCC 14579 and AH187 spores germinated without heat activation or inosine, with strain ATCC 14579 spores being triggered by all amino acids except phenylalanine and strain AH187 spores being specifically triggered efficiently only by phenylalanine. Analysis of all germination data did not reveal strict linkages between specific germinants and germinant receptors. Finally, the diversity in nutrient-induced germination capacity was also reflected in the diverse germination responses of heat-activated spores of the four B. cereus strains in food matrices, such as milk, rice water and meat bouillon, indicating that amino acid composition and/or availability of inosine are important germination determinants in foods.
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Affiliation(s)
- Menno van der Voort
- Top Institute Food and Nutrition (TIFN), Nieuwe Kanaal 9A, 6709 PA Wageningen, The Netherlands
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van der Voort M, Kuipers OP, Buist G, de Vos WM, Abee T. Assessment of CcpA-mediated catabolite control of gene expression in Bacillus cereus ATCC 14579. BMC Microbiol 2008; 8:62. [PMID: 18416820 PMCID: PMC2358912 DOI: 10.1186/1471-2180-8-62] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2007] [Accepted: 04/16/2008] [Indexed: 01/01/2023] Open
Abstract
Background The catabolite control protein CcpA is a transcriptional regulator conserved in many Gram-positives, controlling the efficiency of glucose metabolism. Here we studied the role of Bacillus cereus ATCC 14579 CcpA in regulation of metabolic pathways and expression of enterotoxin genes by comparative transcriptome analysis of the wild-type and a ccpA-deletion strain. Results Comparative analysis revealed the growth performance and glucose consumption rates to be lower in the B. cereus ATCC 14579 ccpA deletion strain than in the wild-type. In exponentially grown cells, the expression of glycolytic genes, including a non-phosphorylating glyceraldehyde-3-phosphate dehydrogenase that mediates conversion of D-glyceraldehyde 3-phosphate to 3-phospho-D-glycerate in one single step, was down-regulated and expression of gluconeogenic genes and genes encoding the citric acid cycle was up-regulated in the B. cereus ccpA deletion strain. Furthermore, putative CRE-sites, that act as binding sites for CcpA, were identified to be present for these genes. These results indicate CcpA to be involved in the regulation of glucose metabolism, thereby optimizing the efficiency of glucose catabolism. Other genes of which the expression was affected by ccpA deletion and for which putative CRE-sites could be identified, included genes with an annotated function in the catabolism of ribose, histidine and possibly fucose/arabinose and aspartate. Notably, expression of the operons encoding non-hemolytic enterotoxin (Nhe) and hemolytic enterotoxin (Hbl) was affected by ccpA deletion, and putative CRE-sites were identified, which suggests catabolite repression of the enterotoxin operons to be CcpA-dependent. Conclusion The catabolite control protein CcpA in B. cereus ATCC 14579 is involved in optimizing the catabolism of glucose with concomitant repression of gluconeogenesis and alternative metabolic pathways. Furthermore, the results point to metabolic control of enterotoxin gene expression and suggest that CcpA-mediated glucose sensing provides an additional mode of control in moderating the expression of the nhe and hbl operons in B. cereus ATCC 14579.
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van Schaik W, van der Voort M, Molenaar D, Moezelaar R, de Vos WM, Abee T. Identification of the sigmaB regulon of Bacillus cereus and conservation of sigmaB-regulated genes in low-GC-content gram-positive bacteria. J Bacteriol 2007; 189:4384-90. [PMID: 17416654 PMCID: PMC1913364 DOI: 10.1128/jb.00313-07] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The alternative sigma factor sigma(B) has an important role in the acquisition of stress resistance in many gram-positive bacteria, including the food-borne pathogen Bacillus cereus. Here, we describe the identification of the set of sigma(B)-regulated genes in B. cereus by DNA microarray analysis of the transcriptome upon a mild heat shock. Twenty-four genes could be identified as being sigma(B) dependent as witnessed by (i) significantly lower expression levels of these genes in mutants with a deletion of sigB and rsbY (which encode the alternative sigma factor sigma(B) and a crucial positive regulator of sigma(B) activity, respectively) than in the parental strain B. cereus ATCC 14579 and (ii) increased expression of these genes upon a heat shock. Newly identified sigma(B)-dependent genes in B. cereus include a histidine kinase and two genes that have predicted functions in spore germination. This study shows that the sigma(B) regulon of B. cereus is considerably smaller than that of other gram-positive bacteria. This appears to be in line with phylogenetic analyses where sigma(B) of the B. cereus group was placed close to the ancestral form of sigma(B) in gram-positive bacteria. The data described in this study and previous studies in which the complete sigma(B) regulon of the gram-positive bacteria Bacillus subtilis, Listeria monocytogenes, and Staphylococcus aureus were determined enabled a comparison of the sets of sigma(B)-regulated genes in the different gram-positive bacteria. This showed that only three genes (rsbV, rsbW, and sigB) are conserved in their sigma(B) dependency in all four bacteria, suggesting that the sigma(B) regulon of the different gram-positive bacteria has evolved to perform niche-specific functions.
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Affiliation(s)
- Willem van Schaik
- Wageningen Centre for Food Sciences, P.O. Box 557, 6700AN Wageningen, The Netherlands
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de Vries YP, van der Voort M, Wijman J, van Schaik W, Hornstra LM, de Vos WM, Abee T. Progress in Food-related Research Focussing on Bacillus cereus. Microbes Environ 2004. [DOI: 10.1264/jsme2.19.265] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Ynte P. de Vries
- Wageningen Centre for Food Sciences
- Wageningen UR Laboratory of Food Microbiology
- Agrotechnology and Food Innovations A&F
| | - Menno van der Voort
- Wageningen Centre for Food Sciences
- Wageningen UR Laboratory of Food Microbiology
| | - Janneke Wijman
- Wageningen Centre for Food Sciences
- Wageningen UR Laboratory of Food Microbiology
| | - Willem van Schaik
- Wageningen Centre for Food Sciences
- Wageningen UR Laboratory of Food Microbiology
| | - Luc M. Hornstra
- Wageningen Centre for Food Sciences
- Agrotechnology and Food Innovations A&F
| | | | - Tjakko Abee
- Wageningen Centre for Food Sciences
- Wageningen UR Laboratory of Food Microbiology
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