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Xiang Y, Zhu K, Min K, Zhang Y, Liu J, Liu K, Han Y, Li X, Du X, Wang X, Huang Y, Li X, Peng Y, Yang C, Liu H, Liu H, Li X, Wang H, Wang C, Wang Q, Jia H, Yang M, Wang L, Wu Y, Cui Y, Chen F, Yang H, Baker S, Xu X, Yang J, Song H, Qiu S. Characterization of a Salmonella enterica serovar Typhimurium lineage with rough colony morphology and multidrug resistance. Nat Commun 2024; 15:6123. [PMID: 39033143 PMCID: PMC11271444 DOI: 10.1038/s41467-024-50331-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 07/03/2024] [Indexed: 07/23/2024] Open
Abstract
Salmonella enterica serovar Typhimurium (S. Typhimurium) is a major cause of salmonellosis, and the emergence of multidrug-resistant pathovariants has become a growing concern. Here, we investigate a distinct rough colony variant exhibiting a strong biofilm-forming ability isolated in China. Whole-genome sequencing on 2,212 Chinese isolates and 1,739 publicly available genomes reveals the population structure and evolutionary history of the rough colony variants. Characterized by macro, red, dry, and rough (mrdar) colonies, these variants demonstrate enhanced biofilm formation at 28 °C and 37 °C compared to typical rdar colonies. The mrdar variants exhibit extensive multidrug resistance, with significantly higher resistance to at least five classes of antimicrobial agents compared to non-mrdar variants. This resistance is primarily conferred by an IncHI2 plasmid harboring 19 antimicrobial resistance genes. Phylogenomic analysis divides the global collections into six lineages. The majority of mrdar variants belong to sublineage L6.5, which originated from Chinese smooth colony strains and possibly emerged circa 1977. Among the mrdar variants, upregulation of the csgDEFG operons is observed, probably due to a distinct point mutation (-44G > T) in the csgD gene promoter. Pangenome and genome-wide association analyses identify 87 specific accessory genes and 72 distinct single nucleotide polymorphisms associated with the mrdar morphotype.
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Affiliation(s)
- Ying Xiang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Kunpeng Zhu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
- Kaifeng Center for Disease Control and Prevention, Kaifeng, China
| | - Kaiyuan Min
- State Key Laboratory of Common Mechanism Research for Major Diseases, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Yaowen Zhang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
- Daxing Center for Disease Control and Prevention, Beijing, China
| | - Jiangfeng Liu
- State Key Laboratory of Common Mechanism Research for Major Diseases, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Kangkang Liu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Yiran Han
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xinge Li
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xinying Du
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xin Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Ying Huang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xinping Li
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Yuqian Peng
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Chaojie Yang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Hongbo Liu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Hongbo Liu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Xiaoying Li
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Hui Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Chao Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Qi Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Huiqun Jia
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Mingjuan Yang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Ligui Wang
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China
| | - Yarong Wu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Yujun Cui
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing, China
| | - Fei Chen
- CAS Key Laboratory of Genome Sciences & Information, Beijing Institute of Genomics, Chinese Academy of Sciences, China National Center for Bioinformation, Beijing, China
| | - Haiyan Yang
- Department of Epidemiology, School of Public Health, Zhengzhou University, Zhengzhou, China
| | - Stephen Baker
- University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Xuebin Xu
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China.
| | - Juntao Yang
- State Key Laboratory of Common Mechanism Research for Major Diseases, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.
| | - Hongbin Song
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China.
| | - Shaofu Qiu
- Center for Disease Control and Prevention of Chinese PLA, Beijing, China.
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Wang X, Zhao J, Ji F, Wang M, Wu B, Qin J, Dong G, Zhao R, Wang C. Genomic Characteristics and Molecular Epidemiology of Multidrug-Resistant Klebsiella pneumoniae Strains Carried by Wild Birds. Microbiol Spectr 2023; 11:e0269122. [PMID: 36840587 PMCID: PMC10101063 DOI: 10.1128/spectrum.02691-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 02/04/2023] [Indexed: 02/24/2023] Open
Abstract
This study aimed to explore the relationship between wild birds and the transmission of multidrug-resistant strains. Klebsiella pneumoniae was isolated from fresh feces of captured wild birds and assessed by the broth microdilution method and comparative genomics. Four Klebsiella pneumoniae isolates showed different resistance phenotypes; S90-2 and S141 were both resistant to ampicillin, cefuroxime, and cefazolin, while M911-1 and S130-1 were sensitive to most of the 14 antibiotics tested. S90-2 belongs to sequence type 629 (ST629), and its genome includes 30 resistance genes, including blaCTX-M-14 and blaSHV-11, while its plasmid pS90-2.3 (IncR) carries qacEdelta1, sul1, and aph(3')-Ib. S141 belongs to ST1662, and its genome includes a total of 27 resistance genes, including blaSHV-217. M911-1 is a new ST, carrying blaSHV-1 and fosA6, and its plasmid pM911-1.1 (novel) carries qnrS1, blaLAP-2, and tet(A). S130-1 belongs to ST3753, carrying blaSHV-11 and fosA6, and its plasmid pS130-1 [IncFIB(K)] carries only one resistance gene, tet(A). pM911-1.1 and pS90-2.3 do not have conjugative transfer ability, but their resistance gene fragments are derived from multiple homologous Enterobacteriaceae strain chromosomes or plasmids, and the formation of resistance gene fragments (multidrug resistance region) involves interactions between multiple mobile element genes, resulting in a complex and diverse resistance plasmid structure. The homologous plasmids related to pM911-1.1 and pS90-2.3 were mainly from isolated human-infecting bacteria in China, namely, K. pneumoniae and Escherichia coli. The multidrug-resistant K. pneumoniae isolates carried by wild birds in this study had drug resistance phenotypes conferred primarily by multidrug resistance plasmids that were closely related to human-infecting bacteria. IMPORTANCE Little is known about the pathogenic microorganisms carried by wild animals. This study found that the multidrug resistance phenotype of Klebsiella pneumoniae isolates carried by wild birds was mainly attributed to multidrug resistance plasmids, and these multidrug resistance plasmids from wild birds were closely related to human-infecting bacteria. Wild bird habitats overlap to a great extent with human and livestock habitats, which further increases the potential for horizontal transfer of multidrug-resistant bacteria among humans, animals, and the environment. Therefore, wild birds, as potential transmission hosts of multidrug-resistant bacteria, should be given attention and monitored.
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Affiliation(s)
- Xue Wang
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Institute of Zoology, Guangdong Academy of Science, Guangzhou, China
| | - Jianan Zhao
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Institute of Zoology, Guangdong Academy of Science, Guangzhou, China
| | - Fang Ji
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Institute of Zoology, Guangdong Academy of Science, Guangzhou, China
| | - Meng Wang
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Institute of Zoology, Guangdong Academy of Science, Guangzhou, China
- College of Veterinary Medicine, Agricultural University of Hebei, Baoding, China
| | - Bin Wu
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Institute of Zoology, Guangdong Academy of Science, Guangzhou, China
| | - Jianhua Qin
- College of Veterinary Medicine, Agricultural University of Hebei, Baoding, China
| | - Guoying Dong
- College of Global Change and Earth System Science, Beijing Normal University, Beijing, China
| | - Ruili Zhao
- College of Animal Science and Veterinary Medicine, Tianjin Agricultural University, Tianjin, China
| | - Chengmin Wang
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Institute of Zoology, Guangdong Academy of Science, Guangzhou, China
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Hussain HI, Aqib AI, Seleem MN, Shabbir MA, Hao H, Iqbal Z, Kulyar MFEA, Zaheer T, Li K. Genetic basis of molecular mechanisms in β-lactam resistant gram-negative bacteria. Microb Pathog 2021; 158:105040. [PMID: 34119627 PMCID: PMC8445154 DOI: 10.1016/j.micpath.2021.105040] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 05/25/2021] [Accepted: 06/02/2021] [Indexed: 12/14/2022]
Abstract
Antibiotic-resistant bacteria are considered one of the major global threats to human and animal health. The most harmful among the resistant bacteria are β-lactamase producing Gram-negative species (β-lactamases). β-lactamases constitute a paradigm shift in the evolution of antibiotic resistance. Therefore, it is imperative to present a comprehensive review of the mechanisms responsible for developing antimicrobial resistance. Resistance due to β-lactamases develops through a variety of mechanisms, and the number of resistant genes are involved that can be transferred between bacteria, mostly via plasmids. Over time, these new molecular-based resistance mechanisms have been progressively disclosed. The present review article provides information on the recent findings regarding the molecular mechanisms of resistance to β-lactams in Gram-negative bacteria, including CTX-M-type ESBLs with methylase activity, plasmids harbouring phages with β-lactam resistance genes, the co-presence of β-lactam resistant genes of unique combinations and the presence of β-lactam and non-β-lactam antibiotic-resistant genes in the same bacteria. Keeping in view, the molecular level resistance development, multifactorial and coordinated measures may be taken to counter the challenge of rapidly increasing β-lactam resistance.
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Affiliation(s)
- Hafiz Iftikhar Hussain
- Department of Pathology, Cholistan University of Veterinary and Animal Sciences, Bahawalpur, 63100, Pakistan
| | - Amjad Islam Aqib
- Department of Medicine, Cholistan University of Veterinary and Animal Sciences, Bahawalpur, 63100, Pakistan.
| | - Mohamed N Seleem
- Department of Comparative Pathobiology, Purdue University College of Veterinary Medicine, USA
| | | | - Haihong Hao
- MOA Laboratory for Risk Assessment of Quality and Safety of Livestock and Poultry Products, Huazhong Agricultural University, 430070, Wuhan, China
| | - Zahid Iqbal
- Department of Pharmacology, International Cancer Center, Shenzhen University Health Science Center, Shenzhen, 518055, China.
| | | | - Tean Zaheer
- Department of Parasitology, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Kun Li
- Institute of Traditional Chinese Veterinary Medicine, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, 210095, China; MOE Joint International Research Laboratory of Animal Health and Food Safety, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, PR China.
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Gou JJ, Liu N, Guo LH, Xu H, Lv T, Yu X, Chen YB, Guo XB, Rao YT, Zheng BW. Carbapenem-Resistant Enterobacter hormaechei ST1103 with IMP-26 Carbapenemase and ESBL Gene bla SHV-178. Infect Drug Resist 2020; 13:597-605. [PMID: 32110070 PMCID: PMC7039083 DOI: 10.2147/idr.s232514] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Accepted: 01/30/2020] [Indexed: 12/14/2022] Open
Abstract
Purpose To investigate the occurrence and genetic characteristics of the blaIMP-26-positive plasmid from a multidrug-resistant clinical isolate, Enterobacter hormaechei L51. Methods Species identification was determined by MALDI-TOF MS and Sanger sequencing. Antimicrobial susceptibility testing was performed by the agar dilution and broth microdilution. Whole-genome sequencing was conducted using Illumina HiSeq 4000-PE150 and PacBio Sequel platforms, and the genome was annotated by the RAST annotation server. The ANI analysis of genomes was performed using OAT. Phylogenetic reconstruction and analyses were performed using the Harvest suite based on the core-genome SNPs of 61 publicly available E. hormaechei genomes. Results The E. hormaechei L51 genome consists of a 5,018,729 bp circular chromosome and a 343,918 bp conjugative IncHI2/2A plasmid pEHZJ1 encoding blaIMP-26 which surrounding genetic context was intI1-blaIMP-26-ltrA-qacE∆1-sul1. A new sequence type (ST1103) was assigned for the isolate L51 which was resistant to cephalosporins, carbapenems, but sensitive to piperacillin-tazobactam, amikacin, tigecycline, trimethoprim-sulfamethoxazole and colistin. Phylogenetic analysis demonstrated that E. hormaechei L51 belonged to the same subspecies as the reference strain E. hormaechei SCEH020042, however 18,248 divergent SNP were identified. Resistance genes in pEHZJ1 including aac(3)-IIc, aac(6ʹ)-IIc, blaSHV-178, blaDHA-1, blaTEM-1, blaIMP-26, ereA2, catII, fosA5, qnrB4, tet(D), sul1 and dfrA19. Conclusion In our study, we identified a conjugative IncHI2/2A plasmid carrying blaIMP-26 and blaSHV-178 in E. hormaechei ST1103, a novel multidrug-resistant strain isolated from China, and describe the underlying resistance mechanisms of the strain and detailed genetic context of mega plasmid pEHZJ1.
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Affiliation(s)
- Jian-Jun Gou
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, People's Republic of China
| | - Na Liu
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, People's Republic of China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, People's Republic of China
| | - Li-Hua Guo
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, People's Republic of China
| | - Hao Xu
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, People's Republic of China
| | - Tao Lv
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, People's Republic of China
| | - Xiao Yu
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, People's Republic of China
| | - Yun-Bo Chen
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, People's Republic of China
| | - Xiao-Bing Guo
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, People's Republic of China
| | - Yu-Ting Rao
- Department of Laboratory Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, People's Republic of China
| | - Bei-Wen Zheng
- Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou 310003, People's Republic of China
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Dziri R, Talmoudi A, Barguellil F, Ouzari HI, El Asli MS, Klibi N. Huge Diversity of TEM and SHV β-Lactamases Types Among CTX-M-15-Producing Enterobacteriaceae Species in Tunisia. Microb Drug Resist 2019; 25:1149-1154. [DOI: 10.1089/mdr.2018.0445] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Affiliation(s)
- Raoudha Dziri
- Laboratory of Microorganisms and Active Biomolecules, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Arbia Talmoudi
- Laboratory of Microorganisms and Active Biomolecules, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Farouk Barguellil
- Service of Microbiology, Military Hospital of Tunis HMPIT, Tunis, Tunisia
- Department of Microbiology, Faculty of Pharmacy, University of Monastir, Monastir, Tunisia
| | - Hadda-Imen Ouzari
- Laboratory of Microorganisms and Active Biomolecules, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Mohamed Selim El Asli
- Service of Microbiology, Military Hospital of Tunis HMPIT, Tunis, Tunisia
- Department of Microbiology, Faculty of Pharmacy, University of Monastir, Monastir, Tunisia
| | - Naouel Klibi
- Laboratory of Microorganisms and Active Biomolecules, Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia
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Wang HP, Zhang HJ, Liu J, Dong Q, Duan S, Ge JQ, Wang ZH, Zhang Z. Antimicrobial resistance of 3 types of gram-negative bacteria isolated from hospital surfaces and the hands of health care workers. Am J Infect Control 2017; 45:e143-e147. [PMID: 28780198 DOI: 10.1016/j.ajic.2017.06.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 06/02/2017] [Accepted: 06/02/2017] [Indexed: 12/22/2022]
Abstract
BACKGROUND There has been an increased focus in recent years on antimicrobial resistance of bacteria isolated from clinical samples. However, resistance of bacteria from hospital environments has been less frequently investigated. METHODS According to hygienic standard for disinfection in hospitals, samples were collected from hospital inanimate surfaces and the hands of health care workers after daily cleaning. An automatic microorganism analyzer was used to identify bacteria and test for antimicrobial susceptibility. Polymerase chain reaction was used to detect antimicrobial resistance genes. RESULTS The detection rate of bacteria in general wards was significantly higher than that in intensive care units. The isolates were predominantly gram-negative (GN) bacteria, with Pseudomonas aeruginosa, Enterobacter cloacae, and Klebsiella pneumoniae being the most common. P aeruginosa isolates from other surfaces were much higher than those from medical instruments. E cloacae was isolated more frequently from the hands of other staff than medical staff. Most P aeruginosa and K pneumoniae were resistant to sulfonamides and β-lactam antimicrobials. Only 1 strain of P aeruginosa and 1 strain of K pneumoniae showed multiple antimicrobials resistance. CONCLUSIONS The GN bacteria isolated from hospital environments demonstrate variable resistance to antimicrobials.
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Liakopoulos A, Mevius D, Ceccarelli D. A Review of SHV Extended-Spectrum β-Lactamases: Neglected Yet Ubiquitous. Front Microbiol 2016; 7:1374. [PMID: 27656166 PMCID: PMC5011133 DOI: 10.3389/fmicb.2016.01374] [Citation(s) in RCA: 119] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 08/19/2016] [Indexed: 12/29/2022] Open
Abstract
β-lactamases are the primary cause of resistance to β-lactams among members of the family Enterobacteriaceae. SHV enzymes have emerged in Enterobacteriaceae causing infections in health care in the last decades of the Twentieth century, and they are now observed in isolates in different epidemiological settings both in human, animal and the environment. Likely originated from a chromosomal penicillinase of Klebsiella pneumoniae, SHV β-lactamases currently encompass a large number of allelic variants including extended-spectrum β-lactamases (ESBL), non-ESBL and several not classified variants. SHV enzymes have evolved from a narrow- to an extended-spectrum of hydrolyzing activity, including monobactams and carbapenems, as a result of amino acid changes that altered the configuration around the active site of the β -lactamases. SHV-ESBLs are usually encoded by self-transmissible plasmids that frequently carry resistance genes to other drug classes and have become widespread throughout the world in several Enterobacteriaceae, emphasizing their clinical significance.
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Affiliation(s)
- Apostolos Liakopoulos
- Department of Bacteriology and Epidemiology, Central Veterinary Institute of Wageningen UR Lelystad, Netherlands
| | - Dik Mevius
- Department of Bacteriology and Epidemiology, Central Veterinary Institute of Wageningen URLelystad, Netherlands; Faculty of Veterinary Medicine, Utrecht UniversityUtrecht, Netherlands
| | - Daniela Ceccarelli
- Department of Bacteriology and Epidemiology, Central Veterinary Institute of Wageningen UR Lelystad, Netherlands
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