1
|
Kristensen T, Sørensen LH, Pedersen SK, Jensen JD, Mordhorst H, Lacy-Roberts N, Lukjancenko O, Luo Y, Hoffmann M, Hendriksen RS. Results of the 2020 Genomic Proficiency Test for the network of European Union Reference Laboratory for Antimicrobial Resistance assessing whole-genome-sequencing capacities. Microb Genom 2023; 9:mgen001076. [PMID: 37526643 PMCID: PMC10483428 DOI: 10.1099/mgen.0.001076] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 07/05/2023] [Indexed: 08/02/2023] Open
Abstract
The global surveillance and outbreak investigation of antimicrobial resistance (AMR) is amidst a paradigm shift from traditional biology to bioinformatics. This is due to developments in whole-genome-sequencing (WGS) technologies, bioinformatics tools, and reduced costs. The increased use of WGS is accompanied by challenges such as standardization, quality control (QC), and data sharing. Thus, there is global need for inter-laboratory WGS proficiency test (PT) schemes to evaluate laboratories' capacity to produce reliable genomic data. Here, we present the results of the first iteration of the Genomic PT (GPT) organized by the Global Capacity Building Group at the Technical University of Denmark in 2020. Participating laboratories sequenced two isolates and corresponding DNA of Salmonella enterica, Escherichia coli and Campylobacter coli, using WGS methodologies routinely employed at their laboratories. The participants' ability to obtain consistently good-quality WGS data was assessed based on several QC WGS metrics. A total of 21 laboratories from 21 European countries submitted WGS and meta-data. Most delivered high-quality sequence data with only two laboratories identified as overall underperforming. The QC metrics, N50 and number of contigs, were identified as good indicators for high-sequencing quality. We propose QC thresholds for N50 greater than 20 000 and 25 000 for Campylobacter coli and Escherichia coli, respectively, and number of contigs >200 bp greater than 225, 265 and 100 for Salmonella enterica, Escherichia coli and Campylobacter coli, respectively. The GPT2020 results confirm the importance of systematic QC procedures, ensuring the submission of reliable WGS data for surveillance and outbreak investigation to meet the requirements of the paradigm shift in methodology.
Collapse
Affiliation(s)
- Thea Kristensen
- National Food Institute, Research Group of Genomic Epidemiology, Technical University of Denmark, Kgs. Lyngby, Denmark
- Department of Plant and Environmental Sciences, Section for Organismal Biology, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Lauge Holm Sørensen
- National Food Institute, Research Group of Global Capacity Building, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Susanne Karlsmose Pedersen
- National Food Institute, Research Group of Global Capacity Building, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Jacob Dyring Jensen
- National Food Institute, Research Group of Genomic Epidemiology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Hanne Mordhorst
- National Food Institute, Research Group of Genomic Epidemiology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Niamh Lacy-Roberts
- National Food Institute, Research Group of Global Capacity Building, Technical University of Denmark, Kgs. Lyngby, Denmark
| | | | - Yan Luo
- Center for Food and Safety and Applied Nutrition, US Food and Drug Administration, College Park, Maryland, USA
| | - Maria Hoffmann
- Center for Food and Safety and Applied Nutrition, US Food and Drug Administration, College Park, Maryland, USA
| | - Rene S. Hendriksen
- National Food Institute, Research Group of Global Capacity Building, Technical University of Denmark, Kgs. Lyngby, Denmark
| |
Collapse
|
2
|
Duarte ASR, Marques AR, Andersen VD, Korsgaard HB, Mordhorst H, Møller FD, Petersen TN, Vigre H, Hald T, Aarestrup FM. Antimicrobial resistance monitoring in the Danish swine production by phenotypic methods and metagenomics from 1999 to 2018. Euro Surveill 2023; 28:2200678. [PMID: 37199989 PMCID: PMC10197494 DOI: 10.2807/1560-7917.es.2023.28.20.2200678] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 03/14/2023] [Indexed: 05/19/2023] Open
Abstract
BackgroundIn Denmark, antimicrobial resistance (AMR) in pigs has been monitored since 1995 by phenotypic approaches using the same indicator bacteria. Emerging methodologies, such as metagenomics, may allow novel surveillance ways.AimThis study aimed to assess the relevance of indicator bacteria (Escherichia coli and Enterococcus faecalis) for AMR surveillance in pigs, and the utility of metagenomics.MethodsWe collated existing data on AMR and antimicrobial use (AMU) from the Danish surveillance programme and performed metagenomics sequencing on caecal samples that had been collected/stored through the programme during 1999-2004 and 2015-2018. We compared phenotypic and metagenomics results regarding AMR, and the correlation of both with AMU.ResultsVia the relative abundance of AMR genes, metagenomics allowed to rank these genes as well as the AMRs they contributed to, by their level of occurrence. Across the two study periods, resistance to aminoglycosides, macrolides, tetracycline, and beta-lactams appeared prominent, while resistance to fosfomycin and quinolones appeared low. In 2015-2018 sulfonamide resistance shifted from a low occurrence category to an intermediate one. Resistance to glycopeptides consistently decreased during the entire study period. Outcomes of both phenotypic and metagenomics approaches appeared to positively correlate with AMU. Metagenomics further allowed to identify multiple time-lagged correlations between AMU and AMR, the most evident being that increased macrolide use in sow/piglets or fatteners led to increased macrolide resistance with a lag of 3-6 months.ConclusionWe validated the long-term usefulness of indicator bacteria and showed that metagenomics is a promising approach for AMR surveillance.
Collapse
Affiliation(s)
- Ana Sofia R Duarte
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Ana Rita Marques
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Vibe D Andersen
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Helle B Korsgaard
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Hanne Mordhorst
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Frederik D Møller
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Thomas N Petersen
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Håkan Vigre
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Tine Hald
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| | - Frank M Aarestrup
- Technical University of Denmark, National Food Institute, Kemitorvet 204, 2800 Kongens Lyngby, Denmark
| |
Collapse
|
3
|
Mazurek P, Yuusuf NA, Silau H, Mordhorst H, Pamp SJ, Brook MA, Skov AL. Simultaneous delivery of several antimicrobial drugs from multi‐compartment glycerol‐silicone membranes. J Appl Polym Sci 2021. [DOI: 10.1002/app.50780] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Piotr Mazurek
- Danish Polymer Centre, Department of Chemical Engineering Technical University of Denmark Kongens Lyngby Denmark
| | - Nuura A. Yuusuf
- Research Group for Genomic Epidemiology National Food Institute, Technical University of Denmark Kongens Lyngby Denmark
| | - Harald Silau
- Danish Polymer Centre, Department of Chemical Engineering Technical University of Denmark Kongens Lyngby Denmark
| | - Hanne Mordhorst
- Research Group for Genomic Epidemiology National Food Institute, Technical University of Denmark Kongens Lyngby Denmark
| | - Sünje J. Pamp
- Research Group for Genomic Epidemiology National Food Institute, Technical University of Denmark Kongens Lyngby Denmark
| | - Michael A. Brook
- Department of Chemistry and Chemical Biology McMaster University Hamilton Ontario Canada
| | - Anne L. Skov
- Danish Polymer Centre, Department of Chemical Engineering Technical University of Denmark Kongens Lyngby Denmark
- Glysious, R&D Kongens Lyngby Denmark
| |
Collapse
|
4
|
Bortolaia V, Ronco T, Romascu L, Nicorescu I, Milita NM, Vaduva AM, Leekitcharoenphon P, Kjeldgaard JS, Hansen IM, Svendsen CA, Mordhorst H, Guerra B, Beloeil PA, Hoffmann M, Hendriksen RS. Co-localization of carbapenem (blaOXA-162) and colistin (mcr-1) resistance genes on a transferable IncHI2 plasmid in Escherichia coli of chicken origin. J Antimicrob Chemother 2021; 76:3063-3065. [PMID: 34392339 PMCID: PMC8521400 DOI: 10.1093/jac/dkab285] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 07/13/2021] [Indexed: 12/02/2022] Open
Affiliation(s)
- Valeria Bortolaia
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| | - Troels Ronco
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| | - Luminita Romascu
- Institute for Diagnosis and Animal Health, University of Bucharest, Bucharest, Romania.,Faculty of Veterinary Medicine, University of Agronomic Sciences and Veterinary Medicine of Bucharest, Bucharest, Romania
| | - Isabela Nicorescu
- Institute for Hygiene and Veterinary Public Health, University of Bucharest, Bucharest, Romania
| | - Nicoleta M Milita
- Institute for Diagnosis and Animal Health, University of Bucharest, Bucharest, Romania
| | - Angela M Vaduva
- Institute for Hygiene and Veterinary Public Health, University of Bucharest, Bucharest, Romania
| | - Pimlapas Leekitcharoenphon
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| | - Jette S Kjeldgaard
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| | - Inge M Hansen
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| | - Christina A Svendsen
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| | - Hanne Mordhorst
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| | | | | | - Maria Hoffmann
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, USA
| | - René S Hendriksen
- Technical University of Denmark, National Food Institute, European Union Reference Laboratory for Antimicrobial Resistance (EURL-AMR), WHO Collaborating Centre for Antimicrobial Resistance in Foodborne Pathogens and Genomics, FAO Reference Laboratory for Antimicrobial Resistance (FAO RL), Kgs Lyngby, Denmark
| |
Collapse
|
5
|
Ingham AC, Kielsen K, Mordhorst H, Ifversen M, Aarestrup FM, Müller KG, Pamp SJ. Microbiota long-term dynamics and prediction of acute graft-versus-host disease in pediatric allogeneic stem cell transplantation. Microbiome 2021; 9:148. [PMID: 34183060 PMCID: PMC8240369 DOI: 10.1186/s40168-021-01100-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [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: 02/19/2021] [Accepted: 05/20/2021] [Indexed: 05/11/2023]
Abstract
BACKGROUND Patients undergoing allogeneic hematopoietic stem cell transplantation (HSCT) exhibit changes in their gut microbiota and are experiencing a range of complications, including acute graft-versus-host disease (aGvHD). It is unknown if, when, and under which conditions a re-establishment of microbial and immunological homeostasis occurs. It is also unclear whether microbiota long-term dynamics occur at other body sites than the gut such as the mouth or nose. Moreover, it is not known whether the patients' microbiota prior to HSCT holds clues to whether the patient would suffer from severe complications subsequent to HSCT. Here, we take a holobiont perspective and performed an integrated host-microbiota analysis of the gut, oral, and nasal microbiota in 29 children undergoing allo-HSCT. RESULTS The bacterial diversity decreased in the gut, nose, and mouth during the first month and reconstituted again 1-3 months after allo-HSCT. The microbial community composition traversed three phases over 1 year. Distinct taxa discriminated the microbiota temporally at all three body sides, including Enterococcus spp., Lactobacillus spp., and Blautia spp. in the gut. Of note, certain microbial taxa appeared already changed in the patients prior to allo-HSCT as compared with healthy children. Acute GvHD occurring after allo-HSCT could be predicted from the microbiota composition at all three body sites prior to HSCT. The reconstitution of CD4+ T cells, TH17, and B cells was associated with distinct taxa of the gut, oral, and nasal microbiota. CONCLUSIONS This study reveals for the first time bacteria in the mouth and nose that may predict aGvHD. Monitoring of the microbiota at different body sites in HSCT patients and particularly through involvement of samples prior to transplantation may be of prognostic value and could assist in guiding personalized treatment strategies. The identification of distinct bacteria that have a potential to predict post-transplant aGvHD might provide opportunities for an improved preventive clinical management, including a modulation of microbiomes. The host-microbiota associations shared between several body sites might also support an implementation of more feasible oral and nasal swab sampling-based analyses. Altogether, the findings suggest that the microbiota and host factors together could provide actionable information to guiding precision medicine. Video Abstract.
Collapse
Affiliation(s)
- Anna Cäcilia Ingham
- Research Group for Genomic Epidemiology, Technical University of Denmark, Kongens Lyngby, Denmark
- Present address: Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark
| | - Katrine Kielsen
- Institute for Inflammation Research, Department of Rheumatology and Spine Disease, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Hanne Mordhorst
- Research Group for Genomic Epidemiology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Marianne Ifversen
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Frank M Aarestrup
- Research Group for Genomic Epidemiology, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Klaus Gottlob Müller
- Institute for Inflammation Research, Department of Rheumatology and Spine Disease, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Pediatrics and Adolescent Medicine, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Sünje Johanna Pamp
- Research Group for Genomic Epidemiology, Technical University of Denmark, Kongens Lyngby, Denmark.
- Present address: Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, Denmark.
| |
Collapse
|
6
|
Andersen C, Zverina L, Ehtiati K, Thormann E, Mordhorst H, Pamp SJ, Madsen NJ, Daugaard AE. Antimicrobial PDMS Surfaces Prepared through Fast and Oxygen-Tolerant SI-SARA-ATRP, Using Na 2SO 3 as a Reducing Agent. ACS Omega 2021; 6:14551-14558. [PMID: 34124478 PMCID: PMC8190881 DOI: 10.1021/acsomega.1c01611] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 05/07/2021] [Indexed: 05/08/2023]
Abstract
Poly(dimethylsiloxane) (PDMS) is an attractive, versatile, and convenient material for use in biomedical devices that are in direct contact with the user. A crucial component in such a device is its surface in terms of antimicrobial properties preventing infection. Moreover, due to its inherent hydrophobicity, PDMS is rather prone to microbial colonization. Thus, developing an antimicrobial PDMS surface in a simple, large-scale, and applicable manner is an essential step in fully exploiting PDMS in the biomedical device industry. Current chemical modification methods for PDMS surfaces are limited; therefore, we present herein a new method for introducing an atom transfer radical polymerization (ATRP) initiator onto the PDMS surface via the base-catalyzed grafting of [(chloromethyl)phenylethyl]trimethoxysilane to the PDMS. The initiator surface was grafted with poly[2-(dimethylamino)ethyl methacrylate] (PDMAEMA) brushes via a surface-initiated supplemental activator and reducing agent ATRP (SI-SARA-ATRP). The use of sodium sulfite as a novel reducing agent in SI-SARA-ATRP allowed for polymerization during complete exposure to air. Moreover, a fast and linear growth was observed for the polymer over time, leading to a 400 nm thick polymer layer in a 120 min reaction time. Furthermore, the grafted PDMAEMA was quaternized, using various alkylhalides, in order to study the effect on surface antimicrobial properties. It was shown that antimicrobial activity not only depended highly on the charge density but also on the amphiphilicity of the surface. The fast reaction rate, high oxygen tolerance, increased antimicrobial activity, and the overall robustness and simplicity of the presented method collectively move PDMS closer to its full-scale exploitation in biomedical devices.
Collapse
Affiliation(s)
- Christian Andersen
- Danish
Polymer Centre, Department of Chemical and Biochemical Engineering, Technical University of Denmark, Søltofts Plads Building 229, 2800 Kgs. Lyngby, Denmark
| | - Libor Zverina
- Danish
Polymer Centre, Department of Chemical and Biochemical Engineering, Technical University of Denmark, Søltofts Plads Building 229, 2800 Kgs. Lyngby, Denmark
| | - Koosha Ehtiati
- Department
of Chemistry, Technical University of Denmark, Kemitorvet Building 207, 2800 Kgs. Lyngby, Denmark
| | - Esben Thormann
- Department
of Chemistry, Technical University of Denmark, Kemitorvet Building 207, 2800 Kgs. Lyngby, Denmark
| | - Hanne Mordhorst
- National
Food Institute, Technical University of
Denmark, Kemitorvet, Building 202, 2800 Kgs. Lyngby, Denmark
| | - Sünje J. Pamp
- National
Food Institute, Technical University of
Denmark, Kemitorvet, Building 202, 2800 Kgs. Lyngby, Denmark
| | | | - Anders E. Daugaard
- Danish
Polymer Centre, Department of Chemical and Biochemical Engineering, Technical University of Denmark, Søltofts Plads Building 229, 2800 Kgs. Lyngby, Denmark
| |
Collapse
|
7
|
Sala C, Mordhorst H, Grützke J, Brinkmann A, Petersen TN, Poulsen C, Cotter PD, Crispie F, Ellis RJ, Castellani G, Amid C, Hakhverdyan M, Guyader SL, Manfreda G, Mossong J, Nitsche A, Ragimbeau C, Schaeffer J, Schlundt J, Tay MYF, Aarestrup FM, Hendriksen RS, Pamp SJ, De Cesare A. Metagenomics-Based Proficiency Test of Smoked Salmon Spiked with a Mock Community. Microorganisms 2020; 8:microorganisms8121861. [PMID: 33255715 PMCID: PMC7760972 DOI: 10.3390/microorganisms8121861] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 11/17/2020] [Accepted: 11/23/2020] [Indexed: 12/13/2022] Open
Abstract
An inter-laboratory proficiency test was organized to assess the ability of participants to perform shotgun metagenomic sequencing of cold smoked salmon, experimentally spiked with a mock community composed of six bacteria, one parasite, one yeast, one DNA, and two RNA viruses. Each participant applied its in-house wet-lab workflow(s) to obtain the metagenomic dataset(s), which were then collected and analyzed using MG-RAST. A total of 27 datasets were analyzed. Sample pre-processing, DNA extraction protocol, library preparation kit, and sequencing platform, influenced the abundance of specific microorganisms of the mock community. Our results highlight that despite differences in wet-lab protocols, the reads corresponding to the mock community members spiked in the cold smoked salmon, were both detected and quantified in terms of relative abundance, in the metagenomic datasets, proving the suitability of shotgun metagenomic sequencing as a genomic tool to detect microorganisms belonging to different domains in the same food matrix. The implementation of standardized wet-lab protocols would highly facilitate the comparability of shotgun metagenomic sequencing dataset across laboratories and sectors. Moreover, there is a need for clearly defining a sequencing reads threshold, to consider pathogens as detected or undetected in a food sample.
Collapse
Affiliation(s)
- Claudia Sala
- Department of Physics and Astronomy, University of Bologna, 40127 Bologna, Italy;
| | - Hanne Mordhorst
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kemitorvet, DK-2800 Kgs, 2800 Lyngby, Denmark; (H.M.); (T.N.P.); (C.P.); (F.M.A.); (R.S.H.); (S.J.P.)
| | - Josephine Grützke
- German Federal Institute for Risk Assessment, Department of Biological Safety, 12277 Berlin, Germany;
| | - Annika Brinkmann
- Highly Pathogenic Viruses, ZBS 1, Centre for Biological Threats and Special Pathogens, Robert Koch Institute, 13353 Berlin, Germany; (A.B.); (A.N.)
| | - Thomas N. Petersen
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kemitorvet, DK-2800 Kgs, 2800 Lyngby, Denmark; (H.M.); (T.N.P.); (C.P.); (F.M.A.); (R.S.H.); (S.J.P.)
| | - Casper Poulsen
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kemitorvet, DK-2800 Kgs, 2800 Lyngby, Denmark; (H.M.); (T.N.P.); (C.P.); (F.M.A.); (R.S.H.); (S.J.P.)
| | - Paul D. Cotter
- Teagasc Food Research Centre, Moorepark, APC Microbiome Ireland and Vistamilk, T12 YN60 Co. Cork, Ireland; (P.D.C.); (F.C.)
| | - Fiona Crispie
- Teagasc Food Research Centre, Moorepark, APC Microbiome Ireland and Vistamilk, T12 YN60 Co. Cork, Ireland; (P.D.C.); (F.C.)
| | - Richard J. Ellis
- Surveillance and Laboratory Services Department, Animal and Plant Health Agency, APHA Weybridge, Addlestone, Surrey, KT15 3NB, UK;
| | - Gastone Castellani
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40127 Bologna, Italy;
| | - Clara Amid
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SD, UK;
| | | | - Soizick Le Guyader
- Laboratoire de Microbiologie, CEDEX 03, 44311 Nantes, France; (S.L.G.); (J.S.)
| | - Gerardo Manfreda
- Department of Agricultural and Food Sciences, University of Bologna, 40064 Ozzano dell’Emilia, Italy;
| | - Joël Mossong
- Epidemiology and Microbial Genomics, Laboratoire National de Santé, L-3555 Dudelange, Luxembourg; (J.M.); (C.R.)
| | - Andreas Nitsche
- Highly Pathogenic Viruses, ZBS 1, Centre for Biological Threats and Special Pathogens, Robert Koch Institute, 13353 Berlin, Germany; (A.B.); (A.N.)
| | - Catherine Ragimbeau
- Epidemiology and Microbial Genomics, Laboratoire National de Santé, L-3555 Dudelange, Luxembourg; (J.M.); (C.R.)
| | - Julien Schaeffer
- Laboratoire de Microbiologie, CEDEX 03, 44311 Nantes, France; (S.L.G.); (J.S.)
| | - Joergen Schlundt
- Nanyang Technological University Food Technology Centre (NAFTEC), Nanyang Technological University (NTU), 62 Nanyang Dr, Singapore 637459, Singapore; (J.S.); (M.Y.F.T.)
| | - Moon Y. F. Tay
- Nanyang Technological University Food Technology Centre (NAFTEC), Nanyang Technological University (NTU), 62 Nanyang Dr, Singapore 637459, Singapore; (J.S.); (M.Y.F.T.)
| | - Frank M. Aarestrup
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kemitorvet, DK-2800 Kgs, 2800 Lyngby, Denmark; (H.M.); (T.N.P.); (C.P.); (F.M.A.); (R.S.H.); (S.J.P.)
| | - Rene S. Hendriksen
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kemitorvet, DK-2800 Kgs, 2800 Lyngby, Denmark; (H.M.); (T.N.P.); (C.P.); (F.M.A.); (R.S.H.); (S.J.P.)
| | - Sünje Johanna Pamp
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Kemitorvet, DK-2800 Kgs, 2800 Lyngby, Denmark; (H.M.); (T.N.P.); (C.P.); (F.M.A.); (R.S.H.); (S.J.P.)
| | - Alessandra De Cesare
- Department of Veterinary Medical Sciences, University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano dell’Emilia, Italy
- Correspondence:
| |
Collapse
|
8
|
De Cesare A, Oliveri C, Lucchi A, Pasquali F, Pamp SJ, Mordhorst H, Wylezich C, Poulsen C, Manfreda G. ERRATUM TO: Application of shotgun metagenomics to smoked salmon experimentally spiked: Comparison between sequencing and microbiological data using different bioinformatic approaches. Ital J Food Saf 2020; 9:8991. [PMID: 32300574 PMCID: PMC7154600 DOI: 10.4081/ijfs.2020.8991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 03/30/2020] [Indexed: 12/05/2022] Open
Affiliation(s)
| | - Chiara Oliveri
- Department of Agricultural and Food Sciences, Alma Mater Studiorum University of Bologna, Italy
| | - Alex Lucchi
- Department of Agricultural and Food Sciences, Alma Mater Studiorum University of Bologna, Italy
| | - Frederique Pasquali
- Department of Agricultural and Food Sciences, Alma Mater Studiorum University of Bologna, Italy
| | | | | | - Claudia Wylezich
- Friedrich-Loeffler- Institut, Federal Research Institute for Animal Health, Greifswald Insel Riems, Germany
| | | | - Gerardo Manfreda
- Department of Agricultural and Food Sciences, Alma Mater Studiorum University of Bologna, Italy
| |
Collapse
|
9
|
Ebbensgaard A, Mordhorst H, Aarestrup FM, Hansen EB. The Role of Outer Membrane Proteins and Lipopolysaccharides for the Sensitivity of Escherichia coli to Antimicrobial Peptides. Front Microbiol 2018; 9:2153. [PMID: 30245684 PMCID: PMC6137088 DOI: 10.3389/fmicb.2018.02153] [Citation(s) in RCA: 89] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Accepted: 08/22/2018] [Indexed: 01/20/2023] Open
Abstract
Bacterial resistance to classical antibiotics is emerging worldwide. The number of infections caused by multidrug resistant bacteria is increasing and becoming a serious threat for human health globally. In particular, Gram-negative pathogens including multidrug resistant Escherichia coli are of serious concern being resistant to the currently available antibiotics. All Gram-negative bacteria are enclosed by an outer membrane which acts as an additional protection barrier preventing the entry of toxic compounds including antibiotics and antimicrobial peptides (AMPs). In this study we report that the outer membrane component lipopolysaccharide (LPS) plays a crucial role for the antimicrobial susceptibility of E. coli BW25113 against the cationic AMPs Cap18, Cap11, Cap11-1-18m2, melittin, indolicidin, cecropin P1, cecropin B, and the polypeptide antibiotic colistin, whereas the outer membrane protease OmpT and the lipoprotein Lpp only play a minor role for the susceptibility against cationic AMPs. Increased susceptibility toward cationic AMPs was found for LPS deficient mutants of E. coli BW25113 harboring deletions in any of the genes required for the inner part of core-oligosaccharide of the LPS, waaC, waaE, waaF, waaG, and gmhA. In addition, our study demonstrates that the antimicrobial activity of Cap18, Cap11, Cap11-1-18m2, cecropin B, and cecropin P1 is not only dependent on the inner part of the core oligosaccharide, but also on the outer part and its sugar composition. Finally, we demonstrated that the antimicrobial activity of selected Cap18 derivatives harboring amino acid substitutions in the hydrophobic interface, are non-active against wild-type E. coli ATCC29522. By deleting waaC, waaE, waaF, or waaG the antimicrobial activity of the non-active derivatives can be partially or fully restored, suggesting a very close interplay between the LPS core oligosaccharide and the specific Cap18 derivative. Summarizing, this study implicates that the nature of the outer membrane component LPS has a big impact on the antimicrobial activity of cationic AMPs against E. coli. In particular, the inner as well as the outer part of the core oligosaccharide are important elements determining the antimicrobial susceptibility of E. coli against cationic AMPs.
Collapse
Affiliation(s)
- Anna Ebbensgaard
- National Food Institute, Technical University of Denmark, Kongens Lyngby, Denmark.,Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Hanne Mordhorst
- National Food Institute, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Frank M Aarestrup
- National Food Institute, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Egon B Hansen
- National Food Institute, Technical University of Denmark, Kongens Lyngby, Denmark
| |
Collapse
|
10
|
Munk P, Andersen VD, de Knegt L, Jensen MS, Knudsen BE, Lukjancenko O, Mordhorst H, Clasen J, Agersø Y, Folkesson A, Pamp SJ, Vigre H, Aarestrup FM. A sampling and metagenomic sequencing-based methodology for monitoring antimicrobial resistance in swine herds. J Antimicrob Chemother 2016; 72:385-392. [PMID: 28115502 DOI: 10.1093/jac/dkw415] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 08/28/2016] [Accepted: 08/31/2016] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES Reliable methods for monitoring antimicrobial resistance (AMR) in livestock and other reservoirs are essential to understand the trends, transmission and importance of agricultural resistance. Quantification of AMR is mostly done using culture-based techniques, but metagenomic read mapping shows promise for quantitative resistance monitoring. METHODS We evaluated the ability of: (i) MIC determination for Escherichia coli; (ii) cfu counting of E. coli; (iii) cfu counting of aerobic bacteria; and (iv) metagenomic shotgun sequencing to predict expected tetracycline resistance based on known antimicrobial consumption in 10 Danish integrated slaughter pig herds. In addition, we evaluated whether fresh or manure floor samples constitute suitable proxies for intestinal sampling, using cfu counting, qPCR and metagenomic shotgun sequencing. RESULTS Metagenomic read-mapping outperformed cultivation-based techniques in terms of predicting expected tetracycline resistance based on antimicrobial consumption. Our metagenomic approach had sufficient resolution to detect antimicrobial-induced changes to individual resistance gene abundances. Pen floor manure samples were found to represent rectal samples well when analysed using metagenomics, as they contain the same DNA with the exception of a few contaminating taxa that proliferate in the extraintestinal environment. CONCLUSIONS We present a workflow, from sampling to interpretation, showing how resistance monitoring can be carried out in swine herds using a metagenomic approach. We propose metagenomic sequencing should be part of routine livestock resistance monitoring programmes and potentially of integrated One Health monitoring in all reservoirs.
Collapse
Affiliation(s)
- Patrick Munk
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Vibe Dalhoff Andersen
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Leonardo de Knegt
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Marie Stengaard Jensen
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Berith Elkær Knudsen
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Oksana Lukjancenko
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Hanne Mordhorst
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Julie Clasen
- Section for Bacteriology and Pathology, National Veterinary Institute, Technical University of Denmark, Bülowsvej 27, 1870 Frederiksberg C, Denmark
| | - Yvonne Agersø
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Anders Folkesson
- Section for Bacteriology and Pathology, National Veterinary Institute, Technical University of Denmark, Bülowsvej 27, 1870 Frederiksberg C, Denmark
| | - Sünje Johanna Pamp
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Håkan Vigre
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| | - Frank Møller Aarestrup
- Research Group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Søltofts Plads, Building 221, 2800 Kgs Lyngby, Denmark
| |
Collapse
|
11
|
Ebbensgaard A, Mordhorst H, Overgaard MT, Nielsen CG, Aarestrup FM, Hansen EB. Comparative Evaluation of the Antimicrobial Activity of Different Antimicrobial Peptides against a Range of Pathogenic Bacteria. PLoS One 2015; 10:e0144611. [PMID: 26656394 PMCID: PMC4684357 DOI: 10.1371/journal.pone.0144611] [Citation(s) in RCA: 111] [Impact Index Per Article: 12.3] [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: 08/24/2015] [Accepted: 11/20/2015] [Indexed: 12/19/2022] Open
Abstract
ANALYSIS OF A SELECTED SET OF ANTIMICROBIAL PEPTIDES The rapid emergence of resistance to classical antibiotics has increased the interest in novel antimicrobial compounds. Antimicrobial peptides (AMPs) represent an attractive alternative to classical antibiotics and a number of different studies have reported antimicrobial activity data of various AMPs, but there is only limited comparative data available. The mode of action for many AMPs is largely unknown even though several models have suggested that the lipopolysaccharides (LPS) play a crucial role in the attraction and attachment of the AMP to the bacterial membrane in Gram-negative bacteria. We compared the potency of Cap18, Cap11, Cap11-1-18m2, Cecropin P1, Cecropin B, Bac2A, Bac2A-NH2, Sub5-NH2, Indolicidin, Melittin, Myxinidin, Myxinidin-NH2, Pyrrhocoricin, Apidaecin and Metalnikowin I towards Staphylococcus aureus, Enterococcus faecalis, Pseudomonas aeruginosa, Escherichia coli, Aeromonas salmonicida, Listeria monocytogenes, Campylobacter jejuni, Flavobacterium psychrophilum, Salmonella typhimurium and Yersinia ruckeri by minimal inhibitory concentration (MIC) determinations. Additional characteristics such as cytotoxicity, thermo and protease stability were measured and compared among the different peptides. Further, the antimicrobial activity of a selection of cationic AMPs was investigated in various E. coli LPS mutants. CAP18 SHOWS A HIGH BROAD SPECTRUM ANTIMICROBIAL ACTIVITY Of all the tested AMPs, Cap18 showed the most efficient antimicrobial activity, in particular against Gram-negative bacteria. In addition, Cap18 is highly thermostable and showed no cytotoxic effect in a hemolytic assay, measured at the concentration used. However, Cap18 is, as most of the tested AMPs, sensitive to proteolytic digestion in vitro. Thus, Cap18 is an excellent candidate for further development into practical use; however, modifications that should reduce the protease sensitivity would be needed. In addition, our findings from analyzing LPS mutant strains suggest that the core oligosaccharide of the LPS molecule is not essential for the antimicrobial activity of cationic AMPs, but in fact has a protective role against AMPs.
Collapse
Affiliation(s)
- Anna Ebbensgaard
- National Food Institute, Technical University of Denmark, Søltofts Plads, 2800 Kgs, Lyngby, Denmark
| | - Hanne Mordhorst
- National Food Institute, Technical University of Denmark, Søltofts Plads, 2800 Kgs, Lyngby, Denmark
| | - Michael Toft Overgaard
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220, Aalborg, Denmark
| | - Claus Gyrup Nielsen
- Department of Chemistry and Bioscience, Aalborg University, Fredrik Bajers Vej 7H, 9220, Aalborg, Denmark
| | - Frank Møller Aarestrup
- National Food Institute, Technical University of Denmark, Søltofts Plads, 2800 Kgs, Lyngby, Denmark
| | - Egon Bech Hansen
- National Food Institute, Technical University of Denmark, Mørkhøj Bygade 19, 2860, Søborg, Denmark
| |
Collapse
|
12
|
Hammerum AM, Larsen J, Andersen VD, Lester CH, Skovgaard Skytte TS, Hansen F, Olsen SS, Mordhorst H, Skov RL, Aarestrup FM, Agersø Y. Characterization of extended-spectrum β-lactamase (ESBL)-producing Escherichia coli obtained from Danish pigs, pig farmers and their families from farms with high or no consumption of third- or fourth-generation cephalosporins. J Antimicrob Chemother 2014; 69:2650-7. [DOI: 10.1093/jac/dku180] [Citation(s) in RCA: 120] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
|
13
|
Müller K, Aabo S, Birk T, Mordhorst H, Bjarnadóttir B, Agersø Y. Survival and growth of epidemically successful and nonsuccessful Salmonella enterica clones after freezing and dehydration. J Food Prot 2012; 75:456-64. [PMID: 22410218 DOI: 10.4315/0362-028x.jfp-11-167] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The spread of epidemically successful nontyphoidal Salmonella clones has been suggested as the most important cause of salmonellosis in industrialized countries. Factors leading to the emergence of success clones are largely unknown, but their ability to survive and grow after physical stress may contribute. During epidemiological studies, a mathematical model was developed that allowed estimation of a factor (q) accounting for the relative ability of Salmonella serovars with different antimicrobial resistances to survive in the food chain and cause human disease. Based on this q-factor, 26 Salmonella isolates were characterized as successful or nonsuccessful. We studied the survival and growth of stationary- and exponential-phase cells of these isolates after freezing for up to 336 days in minced meat. We also investigated survival and growth after dehydration at 10°C and 82% relative humidity (RH) and 25°C and 49% RH for 112 days. Stationary-phase cells were reduced by less than 1 log unit during 1 year of freezing, and growth was initiated with an average lag phase of 1.7 h. Survival was lower in exponentialphase cells, but lag phases tended to be shorter. High humidity and low temperature were less harmful to Salmonella than were low humidity and high temperature. Tolerance to adverse conditions was highest for Salmonella Infantis and one Salmonella Typhimurium U292 isolate and lowest for Salmonella Derby and one Salmonella Typhimurium DT170 isolate. Dehydration, in contrast to freezing, was differently tolerated by the Salmonella strains in this study, but tolerance to freezing and dehydration does not appear to contribute to the emergence of successful Salmonella clones.
Collapse
Affiliation(s)
- Karoline Müller
- National Food Institute, Technical University of Denmark, Kemitorvet 204, 2800 Kgs. Lyngby, Denmark.
| | | | | | | | | | | |
Collapse
|