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Alnakip MEA, Rhouma NR, Abd-Elfatah EN, Quintela-Baluja M, Böhme K, Fernández-No I, Bayoumi MA, Abdelhafez MM, Taboada-Rodríguez A, Calo-Mata P, Barros-Velázquez J. Discrimination of major and minor streptococci incriminated in bovine mastitis by MALDI-TOF MS fingerprinting and 16S rRNA gene sequencing. Res Vet Sci 2020; 132:426-438. [PMID: 32777539 DOI: 10.1016/j.rvsc.2020.07.027] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 06/13/2020] [Accepted: 07/30/2020] [Indexed: 02/05/2023]
Abstract
The current work investigated the discriminatory potential of MALDI-TOF MS fingerprinting towards most-relevant major (Streptococcus agalactiae, S. dysgalactiae, S. uberis) and minor (S. canis, S. parauberis, S. salivarius, S. equinus and S. gallolyticus) streptococci involved in bovine mastitis (BM), in comparison to 16S rRNA gene sequencing (GS)-based identification. The MALDI-TOF MS-generated spectral fingerprints were recruited for eliciting a detailed proteomic map that demonstrated clear variability for inter- and intra-species-specific biomarkers. Besides, a phyloproteomic dendrogram was evolved and comparatively analyzed against the phylogenetic one obtained from 16S rRNA GS in order to assess the differentiation of streptococci of bovine origin based on variability of protein fingerprints versus the variation of 16S rRNA gene homology. Results showed that the discrimination of BM-implicated streptococci can be obtained by both approaches; however MALDI-TOF MS was superior, achieving more variability at both intra- and sub-species levels. MALDI-TOF MS spectral analytics revealed that Streptococcus spp. exhibited three genus-specific biomarkers (peaks with m/z values at 2112, 4452 and 5955) and all streptococci exhibited spectral variability at both species and subspecies levels. Remarkably, MALDI-TOF MS fingerprinting was found to be at least as robust as 16S rRNA GS-based identification, allowing much cheaper and faster analysis, and additionally exhibiting high reliability for characterization of BM-implicated streptococci, thus proving to be a powerful tool that can be used independently within dairy diagnostics.
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Affiliation(s)
- Mohamed E A Alnakip
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences/College of Biotechnology, University of Santiago de Compostela, Rúa Carballo Calero s/n, Campus Lugo, E-27002 Lugo, Spain; Department of Food Control, Faculty of Veterinary Medicine, Zagazig University, 44519, Egypt
| | - Nasreddin R Rhouma
- Department of Biology, Faculty of Science, Misurata University, Libya; Department of Food science and Technology, Faculty of Agriculture, Misurata University, Libya
| | - Eman N Abd-Elfatah
- Department of Food Control, Faculty of Veterinary Medicine, Zagazig University, 44519, Egypt
| | - Marcos Quintela-Baluja
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences/College of Biotechnology, University of Santiago de Compostela, Rúa Carballo Calero s/n, Campus Lugo, E-27002 Lugo, Spain
| | - Karola Böhme
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences/College of Biotechnology, University of Santiago de Compostela, Rúa Carballo Calero s/n, Campus Lugo, E-27002 Lugo, Spain
| | - Inmaculada Fernández-No
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences/College of Biotechnology, University of Santiago de Compostela, Rúa Carballo Calero s/n, Campus Lugo, E-27002 Lugo, Spain
| | - Mohmaed A Bayoumi
- Department of Food Control, Faculty of Veterinary Medicine, Zagazig University, 44519, Egypt
| | - Mostafa M Abdelhafez
- Department of Food science and Technology, Faculty of Agriculture, Misurata University, Libya
| | - Amaury Taboada-Rodríguez
- Food Biotechnology Group, Department of Nutrition and Food Science, Faculty of Veterinary Sciences, Murcia university, Campus Espinardo, 30100 Murcia, Spain
| | - Pillar Calo-Mata
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences/College of Biotechnology, University of Santiago de Compostela, Rúa Carballo Calero s/n, Campus Lugo, E-27002 Lugo, Spain
| | - J Barros-Velázquez
- Department of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences/College of Biotechnology, University of Santiago de Compostela, Rúa Carballo Calero s/n, Campus Lugo, E-27002 Lugo, Spain.
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2
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Chen Q, Wu G, Chen H, Li H, Li S, Zhang C, Pang X, Wang L, Zhao L, Shen J. Quantification of Human Oral and Fecal Streptococcus parasanguinis by Use of Quantitative Real-Time PCR Targeting the groEL Gene. Front Microbiol 2020; 10:2910. [PMID: 31921079 PMCID: PMC6933288 DOI: 10.3389/fmicb.2019.02910] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 12/03/2019] [Indexed: 11/13/2022] Open
Abstract
Two pairs of species-specific PCR primers targeting the housekeeping groEL gene, Spa146f-Spa525r and Spa93f-Spa525r, were designed to quantify human oral and fecal Streptococcus parasanguinis. Blast analysis against reference sequences of NCBI nucleotide collection database and the Chaperonin Sequence Database showed the forward primers Spa146f and Spa93f 100% matched only with S. parasanguinis, and the in silico Simulated PCR algorithm showed both primer pairs hit only S. parasanguinis groEL gene in Chaperonin Sequence Database. The two primer pairs were respectively used to perform PCR with saliva DNA of each of 6 human subjects, and the amplicons of individual PCR reactions were cloned. The phylogenetic analysis showed cloned sequences were all affiliated to S. parasanguinis, which further validates the specificity of two primer pairs, and that individual subjects harbored multiple genotypes of S. parasanguinis in saliva. By spiking S. parasanguinis into human fecal samples, we found the quantification limit of quantitative real-time PCR (qPCR) assays for both primer pairs was 5-6 log10 groEL copies/g feces. Human fecal S. parasanguinis amounts quantified with qPCR using each of the two primer pairs correlated well with those determined with metagenomic sequencing. qPCR with either primer pair showed periodontitis patients had significantly lower level of saliva S. parasanguinis than healthy people. In both feces and saliva, the S. parasanguinis abundances quantified with two primer pairs exhibited strong and significant correlation. Our results show that the two S. parasanguinis-specific primer pairs can be used to quantify and profile human saliva and fecal S. parasanguinis.
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Affiliation(s)
- Qiurong Chen
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.,State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Guojun Wu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Hui Chen
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Hui Li
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Shuo Li
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Chenhong Zhang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaoyan Pang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Linghua Wang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Liping Zhao
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.,State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Jian Shen
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
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3
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Robust demarcation of fourteen different species groups within the genus Streptococcus based on genome-based phylogenies and molecular signatures. INFECTION GENETICS AND EVOLUTION 2018; 66:130-151. [DOI: 10.1016/j.meegid.2018.09.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 09/12/2018] [Accepted: 09/19/2018] [Indexed: 11/21/2022]
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4
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Phylogenetic analysis of the pathogenic genus Aeromonas spp. isolated from diseased eels in China. Microb Pathog 2016; 101:12-23. [DOI: 10.1016/j.micpath.2016.10.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 10/07/2016] [Accepted: 10/24/2016] [Indexed: 11/21/2022]
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5
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Martín V, Mediano P, Del Campo R, Rodríguez JM, Marín M. Streptococcal Diversity of Human Milk and Comparison of Different Methods for the Taxonomic Identification of Streptococci. J Hum Lact 2016; 32:NP84-NP94. [PMID: 26261225 DOI: 10.1177/0890334415597901] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND The genus Streptococcus is 1 of the dominant bacterial groups in human milk, but the taxonomic identification of some species remains difficult. OBJECTIVE The objective of this study was to investigate the discriminatory ability of different methods to identify streptococcal species in order to perform an assessment of the streptococcal diversity of human milk microbiota as accurately as possible. METHODS The identification of 105 streptococcal strains from human milk was performed by 16S rRNA, tuf, and sodA gene sequencing, phylogenetic analysis, and Matrix Assisted Laser Desorption Ionization-Time of Flight (MALDI-TOF) mass spectrometry. RESULTS Streptococcus salivarius, Streptococcus mitis, and Streptococcus parasanguinis were the streptococcal dominant species in the human milk microbiota. Sequencing of housekeeping genes allowed the classification of 96.2% (16S rRNA), 84.8% ( sodA), and 88.6% ( tuf) of the isolates. Phylogenetic analysis showed 3 main streptococcal clusters corresponding with the mitis (73 isolates), salivarius (29), mutans (1)-pyogenic (2) groups, but many of the mitis group isolates (36) could not be assigned to any species. The application of the MALDI-TOF Bruker Biotyper system resulted in the identification of 56 isolates (53.33%) at the species level, but it could not discriminate between S pneumoniae and S mitis isolates, in contrast to the Vitek-MS system. CONCLUSION There was a good agreement among the different methods assessed in this study to identify those isolates of the salivarius, mutans, and pyogenic groups, whereas unambiguous discrimination could not be achieved concerning some species of the mitis group ( S mitis, S pneumoniae, S pseudopneumoniae, S oralis).
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Affiliation(s)
- Virginia Martín
- 1 Departamento de Nutrición, Bromatología y Tecnología de los Alimentos, Universidad Complutense de Madrid, Madrid, Spain
| | - Pilar Mediano
- 1 Departamento de Nutrición, Bromatología y Tecnología de los Alimentos, Universidad Complutense de Madrid, Madrid, Spain
| | - Rosa Del Campo
- 2 Servicio de Microbiología, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Juan M Rodríguez
- 1 Departamento de Nutrición, Bromatología y Tecnología de los Alimentos, Universidad Complutense de Madrid, Madrid, Spain
| | - María Marín
- 1 Departamento de Nutrición, Bromatología y Tecnología de los Alimentos, Universidad Complutense de Madrid, Madrid, Spain
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6
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Nguyen TL, Lim YJ, Kim DH, Austin B. Development of real-time PCR for detection and quantitation of Streptococcus parauberis. JOURNAL OF FISH DISEASES 2016; 39:31-39. [PMID: 25345976 DOI: 10.1111/jfd.12322] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Revised: 09/06/2014] [Accepted: 09/07/2014] [Indexed: 06/04/2023]
Abstract
Streptococcus parauberis is an increasing threat to aquaculture of olive flounder, Paralichthys olivaceus Temminck & Schlegel, in South Korea. We developed a real-time polymerase chain reaction (PCR) method using the TaqMan probe assay to detect and quantify S. parauberis by targeting the gyrB gene sequences, which are effective for molecular analysis of the genus Streptococcus. Our real-time PCR assay is capable of detecting 10 fg of genomic DNA per reaction. The intra- and interassay coefficient of variation (CV) values ranged from 0.42-1.95%, demonstrating that the assay has good reproducibility. There was not any cross-reactivity to Streptococcus iniae or to other streptococcal/lactococcal fish pathogens, such as S. agalactiae and Lactococcus garvieae, indicating that the assay is highly specific to S. parauberis. The results of the real-time PCR assay corresponded well to those of conventional culture assays for S. parauberis from inoculated tissue homogenates (r = 0.957; P < 0.05). Hence, this sensitive and specific real-time PCR is a valuable tool for diagnostic quantitation of S. parauberis in clinical samples.
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Affiliation(s)
- T L Nguyen
- Department of Aquatic Life Medicine, College of Fisheries Science, Pukyong National University, Busan, South Korea
| | - Y J Lim
- Department of Aquatic Life Medicine, College of Fisheries Science, Pukyong National University, Busan, South Korea
| | - D-H Kim
- Department of Aquatic Life Medicine, College of Fisheries Science, Pukyong National University, Busan, South Korea
| | - B Austin
- Institute of Aquaculture, Pathfoot Building, University of Stirling, Stirling, UK
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7
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Huang CH, Chang MT, Huang L, Chu WS. The dnaJ gene as a molecular discriminator to differentiate among species and strain within the Lactobacillus casei group. Mol Cell Probes 2015; 29:479-484. [PMID: 26050941 DOI: 10.1016/j.mcp.2015.05.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 05/11/2015] [Accepted: 05/31/2015] [Indexed: 11/20/2022]
Abstract
Identifying Lactobacillus casei and its closely related taxa at the species and strain level using only phenotypic and genotypic (16S rDNA sequence homology analysis) techniques often yields inaccurate results. In this study, the dnaJ chaperone gene was investigated as a molecular target for inter- and intraspecies discrimination within the Lb. casei group as well as for the development of specific primers for species identification. The results showed that most of the examined strains could be clearly distinguished from closely related species based on the sequenced fragments. At the interspecies level, the dnaJ sequence similarities were 81.7%-85.5%. However, at the intraspecies level, the dnaJ sequence similarities were 96.2-100% and could be assigned to different haplotypes in Lactobacillus paracasei and Lactobacillus rhamnosus, respectively. Compared to the 16S rRNA gene, the dnaJ sequence showed greater variation at both the species and strain level. Thus, the dnaJ gene can be proposed as an alternative marker for the Lb. casei group that provides higher discriminatory power than the 16S rRNA gene. In addition, species-specific primers were developed and subsequently employed in two-plex minisequencing analysis and shown to be specific for Lb. paracasei and Lb. rhamnosus. Our data indicate that phylogenetic relationships in the Lb. casei group can be resolved using comparative sequence analysis of the dnaJ gene and that the Lb. paracasei and Lb. rhamnosus species can be simultaneously identified using a novel species-specific minisequencing assay.
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Affiliation(s)
- Chien-Hsun Huang
- Bioresource Collection and Research Center, Food Industry Research and Development Institute, 331 Shih-Pin Road, Hsinchu 30062, Taiwan
| | - Mu-Tzu Chang
- National Health Research Institutes, Institute of Biotechnology and Pharmaceutical Research, 35 Keyan Road, Zhunan, Miaoli County 35053, Taiwan
| | - Lina Huang
- Bioresource Collection and Research Center, Food Industry Research and Development Institute, 331 Shih-Pin Road, Hsinchu 30062, Taiwan
| | - Wen-Shen Chu
- Bioresource Collection and Research Center, Food Industry Research and Development Institute, 331 Shih-Pin Road, Hsinchu 30062, Taiwan.
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8
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Jeong DW, Kim HR, Lee JH. Genetic diversity of Staphylococcus equorum isolates from Saeu-jeotgal evaluated by multilocus sequence typing. Antonie Van Leeuwenhoek 2014; 106:795-808. [PMID: 25103946 DOI: 10.1007/s10482-014-0249-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Accepted: 07/29/2014] [Indexed: 10/24/2022]
Abstract
Staphylococcus equorum, the predominant bacterial species detected in Saeu-jeotgal, a Korean high-salt fermented seafood, is a candidate starter bacterium for Saeu-jeotgal fermentation. A multilocus sequence typing (MLST) scheme was developed to evaluate the genetic diversity and background of S. equorum strains isolated from Saeu-jeotgal. A total of 135 strains, including 117 isolates from Saeu-jeotgal, and others from Myeolchi-jeotgal, sausage, cheese and horse skin, were subjected to MLST, and the internal fragments of seven housekeeping genes, aroE, dnaJ, glpF, gmk, hsp60, mutS, and pta, were compared. This MLST scheme produced 45 sequence types (STs) and the eBURST algorithm clustered the STs into nine clonal groups and seven singletons. Clonal group 1, the major group, consisted of 30 isolates from cheese, Saeu-jeotgal and sausages, which were classified into 12 STs. The predominant ST, ST26, comprised 25 isolates and presented as a singleton. Most of the isolates from Myeolchi-jeotgal and sausages clustered on two different branches of a phylogenetic tree generated with a cluster analysis using the maximum likelihood algorithm. This MLST scheme established the genetic backgrounds of S. equorum strains isolated from different types of food. Among the housekeeping genes used for MLST, gmk had the fewest allele types and fairly low sequence identities (74.0-90.0%) within the Staphylococcus species. Therefore, sequence analyses of the gmk gene and 16S rRNA gene can be used for the accurate and rapid identification of S. equorum.
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Affiliation(s)
- Do-Won Jeong
- Department of Food Science and Biotechnology, Kyonggi University, Suwon, 443-760, Republic of Korea
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Peeters K, Willems A. The gyrB gene is a useful phylogenetic marker for exploring the diversity of Flavobacterium strains isolated from terrestrial and aquatic habitats in Antarctica. FEMS Microbiol Lett 2011; 321:130-40. [DOI: 10.1111/j.1574-6968.2011.02326.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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10
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Sakamoto M, Suzuki N, Benno Y. hsp60 and 16S rRNA gene sequence relationships among species of the genus Bacteroides with the finding that Bacteroides suis and Bacteroides tectus are heterotypic synonyms of Bacteroides pyogenes. Int J Syst Evol Microbiol 2010; 60:2984-2990. [DOI: 10.1099/ijs.0.021154-0] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
hsp60 gene sequences were determined for members of the genus Bacteroides and sequence similarities were compared with those obtained for the 16S rRNA gene. Among the 29 Bacteroides type strains, the mean sequence similarity of the hsp60 gene (84.5 %) was significantly less than that of the 16S rRNA gene (90.7 %), indicating a high discriminatory power of the hsp60 gene. Species of the genus Bacteroides were differentiated well by hsp60 gene sequence analysis, except for Bacteroides pyogenes JCM 6294T, Bacteroides suis JCM 6292T and Bacteroides tectus JCM 10003T. The hsp60 gene sequence analysis and the levels of DNA–DNA relatedness observed demonstrated that these three type strains are a single species. Consequently, B. suis and B. tectus are heterotypic synonyms of B. pyogenes. This study suggests that the hsp60 gene is an alternative phylogenetic marker for the classification of species of the genus Bacteroides.
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Affiliation(s)
- Mitsuo Sakamoto
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Center, Wako, Saitama 351-0198, Japan
| | - Natsuko Suzuki
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Center, Wako, Saitama 351-0198, Japan
| | - Yoshimi Benno
- Benno Laboratory, Center for Intellectual Property Strategies, RIKEN, Wako, Saitama 351-0198, Japan
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Xiao D, Yang Y, Liu H, Yu H, Yan Y, Huang W, Jiang W, Liao W, Hu Q, Huang B. Development of a method based on surface enhanced laser desorption and ionization time of flight mass spectrometry for rapid identification of Klebsiella pneumoniae. J Microbiol 2009; 47:646-50. [PMID: 19851739 DOI: 10.1007/s12275-009-0092-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2009] [Accepted: 06/14/2009] [Indexed: 11/29/2022]
Abstract
A method based on surface enhanced laser desorption and ionization time of flight mass spectrometry (SELDI-TOF MS) was developed for the rapid identification of Klebsiella pneumoniae by directly applying bacterial colonies without further protein extraction. A total of 40 K. pneumoniae and 114 other related microorganisms isolated clinically were analyzed by SELDI-TOF MS. An identification model for K. pneumoniae was established by artificial neural networks (ANNs) with classification accuracy of 100%. The model was blindly tested with 43 K. pneumoniae and 53 control bacteria again. The results showed that the model was successful with accuracy of 96.9%, sensitivity of 100% and specificity of 943%. This strategy is potential for rapid identification of K. pneumoniae.
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Affiliation(s)
- Daiwen Xiao
- Clinical Laboratory Department, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, PR China
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12
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Glazunova OO, Raoult D, Roux V. Partial sequence comparison of the rpoB, sodA, groEL and gyrB genes within the genus Streptococcus. Int J Syst Evol Microbiol 2009; 59:2317-22. [DOI: 10.1099/ijs.0.005488-0] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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13
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Merkl R, Wiezer A. GO4genome: a prokaryotic phylogeny based on genome organization. J Mol Evol 2009; 68:550-62. [PMID: 19436929 PMCID: PMC3085772 DOI: 10.1007/s00239-009-9233-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2008] [Revised: 03/10/2009] [Accepted: 04/03/2009] [Indexed: 11/24/2022]
Abstract
Determining the phylogeny of closely related prokaryotes may fail in an analysis of rRNA or a small set of sequences. Whole-genome phylogeny utilizes the maximally available sample space. For a precise determination of genome similarity, two aspects have to be considered when developing an algorithm of whole-genome phylogeny: (1) gene order conservation is a more precise signal than gene content; and (2) when using sequence similarity, failures in identifying orthologues or the in situ replacement of genes via horizontal gene transfer may give misleading results. GO4genome is a new paradigm, which is based on a detailed analysis of gene function and the location of the respective genes. For characterization of genes, the algorithm uses gene ontology enabling a comparison of function independent of evolutionary relationship. After the identification of locally optimal series of gene functions, their length distribution is utilized to compute a phylogenetic distance. The outcome is a classification of genomes based on metabolic capabilities and their organization. Thus, the impact of effects on genome organization that are not covered by methods of molecular phylogeny can be studied. Genomes of strains belonging to Escherichia coli, Shigella, Streptococcus, Methanosarcina, and Yersinia were analyzed. Differences from the findings of classical methods are discussed.
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Affiliation(s)
- Rainer Merkl
- Institut für Biophysik und Physikalische Biochemie, Universität Regensburg, 93040, Regensburg, Germany.
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14
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Alexandre A, Laranjo M, Young JPW, Oliveira S. dnaJ is a useful phylogenetic marker for alphaproteobacteria. Int J Syst Evol Microbiol 2009; 58:2839-49. [PMID: 19060069 DOI: 10.1099/ijs.0.2008/001636-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
In the past, bacterial phylogeny relied almost exclusively on 16S rRNA gene sequence analysis. More recently, multilocus sequence analysis has been used to infer organismal phylogenies. In this study, the dnaJ chaperone gene was investigated as a marker for phylogeny studies in alphaproteobacteria. Preliminary analysis of G+C contents and G+C3s contents (the G+C content of the synonymous third codon position) showed no clear evidence of horizontal transfer of this gene in proteobacteria. dnaJ-based phylogenies were then analysed at three taxonomic levels: the Proteobacteria, the Alphaproteobacteria and the genus Mesorhizobium. Dendrograms based on DnaJ and 16S rRNA gene sequences revealed the same topology described previously for the Proteobacteria. These results indicate that the DnaJ phylogenetic signal is able to reproduce the accepted relationships among the five classes of the Proteobacteria. At a lower taxonomic level, using 20 alphaproteobacteria, the 16S rRNA gene-based phylogeny is distinct from the one based on DnaJ sequence analysis. Although the same clusters are generated, only the topology of the DnaJ tree is consistent with broader phylogenies from recent studies based on concatenated alignments of multiple core genes. For example, the DnaJ tree shows the two clusters within the Rhizobiales as closely related, as expected, while the 16S rRNA gene-based phylogeny shows them as distantly related. In order to evaluate the phylogenetic performance of dnaJ at the genus level, a multilocus analysis based on five housekeeping genes (atpD, gapA, gyrB, recA and rplB) was performed for ten Mesorhizobium species. In contrast to the 16S rRNA gene, the DnaJ sequence analysis generated a tree similar to the multilocus dendrogram. For identification of chickpea mesorhizobium isolates, a dnaJ nucleotide sequence-based tree was used. Despite different topologies, 16S rRNA gene- and dnaJ-based trees led to the same species identification. This study suggests that the dnaJ gene is a good phylogenetic marker, particularly for the class Alphaproteobacteria, since its phylogeny is consistent with phylogenies based on multilocus approaches.
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Affiliation(s)
- Ana Alexandre
- Laboratório de Microbiologia do Solo, Instituto de Ciências Agrárias Mediterrânicas, Universidade de Evora, Evora, Portugal
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15
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Teramoto K, Sato H, Sun L, Torimura M, Tao H. A Simple Intact Protein Analysis by MALDI-MS for Characterization of Ribosomal Proteins of Two Genome-Sequenced Lactic Acid Bacteria and Verification of Their Amino Acid Sequences. J Proteome Res 2007; 6:3899-907. [PMID: 17854216 DOI: 10.1021/pr070218l] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Rapid identification of bacteria by a bioinformatics-based approach, which processes the mass spectra observed by matrix-assisted laser desorption/ionization-mass spectrometry (MALDI-MS), relies on the calculated masses of ribosomal subunit proteins as biomarkers predicted from amino acid sequences found in protein sequence databases. To verify the actual state of the registered sequence information, a simple intact protein analysis by MALDI-MS using cell lysates as samples was applied to the characterization of ribosomal proteins from genome-sequenced Streptococcus thermophilus and Lactobacillus delbrueckii subsp. bulgaricus strains. This method avoided the risk of loss of some subunit proteins and the formation of disulfide bonds during the purification of ribosomal proteins. By comparing this with the MALDI mass spectra of different strains and carrying out manual inspection of sequence information, a total of five errors in N-terminal amino acid sequences were identified. After sequence correction, approximately 40 out of 53 subunit proteins could be assigned, considering N-terminal methionine loss only as a post-translational modification. These show promise for use as practical biomarkers for the rapid identification of S. thermophilus and L. bulgaricus. After verification of these amino acid sequences, mass differences relative to those of genome-sequenced strains have the potential for distinguishing bacteria at the strain level.
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Affiliation(s)
- Kanae Teramoto
- Research Institute for Environmental Management Technology, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki 305-8569, Japan
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Nhung PH, Hata H, Ohkusu K, Noda M, Shah MM, Goto K, Ezaki T. Use of the novel phylogenetic marker dnaJ and DNA-DNA hybridization to clarify interrelationships within the genus Aeromonas. Int J Syst Evol Microbiol 2007; 57:1232-1237. [PMID: 17551035 DOI: 10.1099/ijs.0.64957-0] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The interrelationships of 27 Aeromonas strains were investigated using dnaJ sequences and DNA-DNA hybridization. dnaJ sequence similarities showed a stronger relationship with DNA-DNA relatedness values than did 16S rRNA gene sequence similarities. Additionally, dnaJ sequence analysis, with interspecies divergence over 5.2 % in most cases, gave better resolution than 16S rRNA gene sequences for the differentiation of strains at the species level. Relationships among Aeromonas species were therefore elucidated on the basis of dnaJ sequences and DNA-DNA reassociation. Strains of Aeromonas encheleia and Aeromonas sp. HG11 were unquestionably grouped in the same genetic species, since they shared 98.7 % dnaJ sequence similarity and 82-85 % genomic relatedness. The phylogenetically close relationships obtained from dnaJ sequence analysis (1.7-3.3 % genetic distance) were corroborated by high DNA-DNA relatedness (73-97 %) to support the previous suggestion that Aeromonas culicicola and Aeromonas allosaccharophila are later heterotypic synonyms of Aeromonas veronii. Our findings will contribute to the clarification of controversial relationships in the genus Aeromonas and also demonstrate that analysis of dnaJ sequences can be a powerful tool for interspecies study of the genus.
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Affiliation(s)
- Pham Hong Nhung
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu 501-1194, Japan
| | - Hiroyuki Hata
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu 501-1194, Japan
| | - Kiyofumi Ohkusu
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu 501-1194, Japan
| | - Makiko Noda
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu 501-1194, Japan
| | - Mohammad Monir Shah
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu 501-1194, Japan
| | - Keiichi Goto
- Food Research Laboratories, Mitsui Norin Co. Ltd, 223-1 Miyahara, Fujieda, Shizuoka 426-0133, Japan
| | - Takayuki Ezaki
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu 501-1194, Japan
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Yamada-Noda M, Ohkusu K, Hata H, Shah MM, Nhung PH, Sun XS, Hayashi M, Ezaki T. Mycobacterium species identification--a new approach via dnaJ gene sequencing. Syst Appl Microbiol 2007; 30:453-62. [PMID: 17640840 DOI: 10.1016/j.syapm.2007.06.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The availability of the dnaJ1 gene for identifying Mycobacterium species was examined by analyzing the complete dnaJ1 sequences (approximately 1200 bp) of 56 species (54 of them were type strains) and comparing sequence homologies with those of the 16S rRNA gene and other housekeeping genes (rpoB, hsp65). Among the 56 Mycobacterium species, the mean sequence similarity of the dnaJ1 gene (80.4%) was significantly less than that of the 16S rRNA, rpoB and hsp65 genes (96.6%, 91.3% and 91.1%, respectively), indicating a high discriminatory power of the dnaJ1 gene. Seventy-one clinical isolates were correctly clustered to the corresponding type strains, showing isolates belonging to the same species. In order to propose a method for strain identification, we identified an area with a high degree of polymorphism, bordered by conserved sequences, that can be used as universal primers for PCR amplification and sequencing. The sequence of this fragment (approximately 350 bp) allows accurate species identification and may be used as a new tool for the identification of Mycobacterium species.
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Affiliation(s)
- Makiko Yamada-Noda
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Yanagido, Gifu, Japan
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Nhung PH, Shah MM, Ohkusu K, Noda M, Hata H, Sun XS, Iihara H, Goto K, Masaki T, Miyasaka J, Ezaki T. The dnaJ gene as a novel phylogenetic marker for identification of Vibrio species. Syst Appl Microbiol 2007; 30:309-15. [PMID: 17207598 DOI: 10.1016/j.syapm.2006.11.004] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2006] [Indexed: 11/30/2022]
Abstract
The utility of the dnaJ gene for identifying Vibrio species was investigated by analyzing dnaJ sequences of 57 type strains and 22 clinical strains and comparing sequence homologies with those of the 16S rDNA gene and other housekeeping genes (recA, rpoA, hsp60). Among the 57 Vibrio species, the mean sequence similarity of the dnaJ gene (77.9%) was significantly less than that of the 16S rDNA gene (97.2%), indicating a high discriminatory power of the dnaJ gene. Most Vibrio species were, therefore, differentiated well by dnaJ sequence analysis. Compared to other housekeeping genes, the dnaJ gene showed better resolution than recA or rpoA for differentiating Vibrio coralliilyticus from Vibrio neptunius and Vibrio harveyi from Vibrio rotiferianus. Among the clinical strains, all 22 human pathogenic strains, including an atypical strain, were correctly identified by the dnaJ sequence. Our findings suggest that analysis of the dnaJ gene sequence can be used as a new tool for the identification of Vibrio species.
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Affiliation(s)
- Pham Hong Nhung
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Gifu, Japan
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Pham HN, Ohkusu K, Mishima N, Noda M, Monir Shah M, Sun X, Hayashi M, Ezaki T. Phylogeny and species identification of the family Enterobacteriaceae based on dnaJ sequences. Diagn Microbiol Infect Dis 2007; 58:153-61. [PMID: 17368802 DOI: 10.1016/j.diagmicrobio.2006.12.019] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2006] [Revised: 12/12/2006] [Accepted: 12/15/2006] [Indexed: 11/29/2022]
Abstract
Phylogenetic relations within the family Enterobacteriaceae were analyzed using partial dnaJ sequences of 165 strains belonging to 93 species from 27 enterobacterial genera. The dnaJ phylogeny was in relative agreement with that constructed by 16S rDNA sequences, but more monophyletic groups were obtained from the dnaJ tree than from the 16S rDNA tree. The degree of divergence of the dnaJ gene was approximately 6 times greater than that of 16S rDNA. Also, the dnaJ gene showed the most discriminatory power in comparison with tuf and atpD genes, facilitating clear differentiation of any 2 enterobacterial species by dnaJ sequence analysis. The application of dnaJ sequences to the identification was confirmed by assigning 72 clinical isolates to the correct enterobacterial species. Our data indicate that analysis of the dnaJ gene sequences can be used as a powerful marker for phylogenetic study and identification at the species level of the family Enterobacteriaceae.
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Affiliation(s)
- Hong Nhung Pham
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Gifu 501-1194, Japan
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Shah MM, Iihara H, Noda M, Song SX, Nhung PH, Ohkusu K, Kawamura Y, Ezaki T. dnaJ gene sequence-based assay for species identification and phylogenetic grouping in the genus Staphylococcus. Int J Syst Evol Microbiol 2007; 57:25-30. [PMID: 17220435 DOI: 10.1099/ijs.0.64205-0] [Citation(s) in RCA: 98] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
In the last few years, many attempts have been made to use conserved gene sequences for identification and for phylogenetic studies of Staphylococcus species. In an effort to identify a more reliable approach, a dnaJ gene sequence-based database was created. In this study, an approximately 883 bp portion of the dnaJ gene sequence from 45 staphylococcal type strains was compared with 16S rRNA and other conserved gene (hsp60, sodA and rpoB) sequences available in public databases. Nucleotide sequence comparisons revealed that the staphylococcal dnaJ gene showed higher discrimination (mean similarity 77.6 %) than the 16S rRNA (mean similarity 97.4 %), rpoB (mean similarity 86 %), hsp60 (mean similarity 82 %) and sodA (mean similarity 81.5 %) genes. Analysis of the dnaJ gene sequence from 20 Staphylococcus isolates representing two clinically important species showed <1 % sequence divergence. Phylogenetic data obtained from the dnaJ gene sequence were in general agreement with those of 16S rRNA gene sequence analysis and DNA-DNA reassociation studies. In conclusion, the dnaJ gene sequence-based assay is an effective alternative to currently used methods, including 16S rRNA gene sequencing, for identification and taxonomical analysis of Staphylococcus species.
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Affiliation(s)
- Mohammad Monir Shah
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
| | - Hirotoshi Iihara
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
| | - Makiko Noda
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
| | - Sun Xiao Song
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
| | - Pham Hong Nhung
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
| | - Kiyofumi Ohkusu
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
| | - Yoshiaki Kawamura
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
| | - Takayuki Ezaki
- Department of Microbiology, Regeneration and Advanced Medical Science, Gifu University Graduate School of Medicine, Japan
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Slack AT, Symonds ML, Dohnt MF, Smythe LD. Identification of pathogenic Leptospira species by conventional or real-time PCR and sequencing of the DNA gyrase subunit B encoding gene. BMC Microbiol 2006; 6:95. [PMID: 17067399 PMCID: PMC1630700 DOI: 10.1186/1471-2180-6-95] [Citation(s) in RCA: 91] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2006] [Accepted: 10/27/2006] [Indexed: 11/21/2022] Open
Abstract
Background Leptospira is the causative genus of the disease, leptospirosis. Species identification of pathogenic Leptospira in the past was generally performed by either DNA-DNA hybridisation or 16s rRNA gene sequencing. Both methods have inherent disadvantages such as the need for radio-labelled isotopes or significant homology between species. A conventional and real-time PCR amplification and sequencing method was developed for an alternate gene target: DNA gyrase subunit B (gyrB). Phylogenetic comparisons were undertaken between pathogenic Leptospira 16srRNA and gyrB genes using clustering and minimum evolution analysis. In addition 50 unidentified Leptospira isolates were characterised by gyrB sequencing and compared with conventional 16s rRNA sequencing. Results A conventional and real-time PCR methodology was developed and optimised for the amplification of the gyrB from pathogenic Leptospira species. Non pathogenic and opportunistic Leptospira species such as L. fainei and L. broomi were not amplified. The gyrB gene shows greater nucleotide divergence (3.5% to 16.1%) than the 16s rRNA gene (0.1% to 1.4%). Minimum evolution analysis reveals that the gyrB has a different evolution topology for L. kirschneri and L. interrogans. When the two genes were compared for the identification of the 50 unknown isolates there was 100% agreement in the results. Conclusion This research has successfully developed a methodology for the identification of pathogenic Leptospira using an alternate gene to 16s rRNA. The gyrB encoding gene shows higher nucleotide/evolutionary divergence allowing for superior identification and also the potential for the development of DNA probe based identification.
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Affiliation(s)
- Andrew T Slack
- WHO/FAO/OIE Collaborating Centre for Reference & Research on Leptospirosis, Centre for Public Health Sciences, Queensland Health Scientific Services, Brisbane, Australia
| | - Meegan L Symonds
- WHO/FAO/OIE Collaborating Centre for Reference & Research on Leptospirosis, Centre for Public Health Sciences, Queensland Health Scientific Services, Brisbane, Australia
| | - Michael F Dohnt
- WHO/FAO/OIE Collaborating Centre for Reference & Research on Leptospirosis, Centre for Public Health Sciences, Queensland Health Scientific Services, Brisbane, Australia
| | - Lee D Smythe
- WHO/FAO/OIE Collaborating Centre for Reference & Research on Leptospirosis, Centre for Public Health Sciences, Queensland Health Scientific Services, Brisbane, Australia
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