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Chakrawarti A, Casey CL, Burk A, Mugabi R, Ochoa A, Barlow JW. An observational study demonstrates human-adapted Staphylococcus aureus strains have a higher frequency of antibiotic resistance compared to cattle-adapted strains isolated from dairy farms making farmstead cheese. BMC Vet Res 2024; 20:75. [PMID: 38409123 PMCID: PMC10898128 DOI: 10.1186/s12917-024-03910-6] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 02/04/2024] [Indexed: 02/28/2024] Open
Abstract
BACKGROUND Staphylococcus aureus is a multi-host zoonotic pathogen causing human and livestock diseases. Dairy farms that make artisan cheese have distinctive concerns for S. aureus control. Antimicrobial-resistant (AMR) S. aureus is a public and animal health concern. There is a need to study the population structure of AMR S. aureus at the human-animal interface and understand the path of zoonotic transmission. This cross-sectional observational study aimed to assess the genetic diversity and AMR patterns of S. aureus isolated from cattle and humans on conventional and organic Vermont dairy farms that produce and sell farmstead cheese. RESULTS A convenience sample of 19 dairy farms in Vermont was enrolled, and 160 S. aureus isolates were collected from cow quarter milk (CQM), bulk tank milk (BTM), human-hand and -nasal swabs. After deduplication, 89 isolates were used for the analysis. Sequence types (STs) were determined by multilocus sequence typing and cataloged to the PubMLST database. Nine defined and five novel STs were identified. For BTM and CQM samples, six STs were identified within cow-adapted CC97 and CC151. Two human-adapted STs were isolated from BTM and CQM. Seven human-adapted clonal complexes with eight STs were identified from human samples. One cow-adapted ST was isolated from a human. Antimicrobial susceptibility of the isolates was tested using disc diffusion and broth microdilution methods. Approximately 27% of the isolates were beta-lactam resistant and blaZ gene-positive. S. aureus isolates from human swabs were more likely to carry blaZ compared to isolates from CQM or BTM. S. aureus isolated from cows and humans on the same farm belonged to different STs. CONCLUSION Humans were more likely to carry beta-lactam-resistant S. aureus compared to cows, and on organic farms only human-adapted blaZ positive STs were isolated from BTM. Moreover, we identified potential spillover events of S. aureus sequence types between host species. The presence of penicillin-resistant-human-adapted S. aureus on both organic and conventional dairy farms highlights a "One Health" concern at the junction of public and animal health requiring further surveillance.
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Affiliation(s)
- Ashma Chakrawarti
- Department of Animal and Veterinary Sciences, University of Vermont, Burlington, VT, USA
| | - Christine L Casey
- Kentucky Department of Fish and Wildlife Resources, Frankfort, KY, USA
| | - Ariela Burk
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA
| | - Robert Mugabi
- Department of Veterinary Diagnostic & Production Animal Medicine, Iowa State University, Ames, IA, USA
| | | | - John W Barlow
- Department of Animal and Veterinary Sciences, University of Vermont, Burlington, VT, USA.
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Ma S, Li H. Statistical and Computational Methods for Microbial Strain Analysis. Methods Mol Biol 2023; 2629:231-245. [PMID: 36929080 DOI: 10.1007/978-1-0716-2986-4_11] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
Abstract
Microbial strains are interpreted as a lineage derived from a recent ancestor that have not experienced "too many" recombination events and can be successfully retrieved with culture-independent techniques using metagenomic sequencing. Such a strain variability has been increasingly shown to display additional phenotypic heterogeneities that affect host health, such as virulence, transmissibility, and antibiotics resistance. New statistical and computational methods have recently been developed to track the strains in samples based on shotgun metagenomics data either based on reference genome sequences or Metagenome-assembled genomes (MAGs). In this paper, we review some recent statistical methods for strain identifications based on frequency counts at a set of single nucleotide variants (SNVs) within a set of single-copy marker genes. These methods differ in terms of whether reference genome sequences are needed, how SNVs are called, what methods of deconvolution are used and whether the methods can be applied to multiple samples. We conclude our review with areas that require further research.
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Affiliation(s)
- Siyuan Ma
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Hongzhe Li
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA.
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Carlson TJ, Blasingame D, Gonzales-Luna AJ, Alnezary F, Garey KW. Clostridioides difficile ribotype 106: A systematic review of the antimicrobial susceptibility, genetics, and clinical outcomes of this common worldwide strain. Anaerobe 2020; 62:102142. [PMID: 32007682 PMCID: PMC7153973 DOI: 10.1016/j.anaerobe.2019.102142] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [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: 10/10/2019] [Revised: 12/16/2019] [Accepted: 12/18/2019] [Indexed: 12/18/2022]
Abstract
Clostridioides difficile typing is invaluable for the investigation of both institution-specific outbreaks as well as national surveillance. While the epidemic ribotype 027 (RT027) has received a significant amount of resources and attention, ribotype 106 (RT106) has become more prevalent throughout the past decade. The purpose of this systematic review was to comprehensively summarize the genetic determinants, antimicrobial susceptibility, epidemiology, and clinical outcomes of infection caused by RT106. A total of 68 articles published between 1999 and 2019 were identified as relevant to this review. Although initially identified in the United Kingdom in 1999, RT106 is now found worldwide and became the most prevalent strain in the United States in 2016. Current data indicate that RT106 harbors the tcdA and tcdB genes, lacks binary toxin genes, and does not contain any deletions in the tcdC gene, which differentiates it from other epidemic strains, including ribotypes 027 and 078. Interestingly, RT106 produces more spores than other strains, including RT027. Overall, RT106 is highly resistant to erythromycin, clindamycin, fluoroquinolones, and third-generation cephalosporins. However, the MIC90 in most studies are one to two fold dilutions below the epidemiologic cut-off values of metronidazole and vancomycin, suggesting both are acceptable treatment options from an in vitro perspective. The few clinical outcomes studies available concluded that RT106 causes less severe disease than RT027, but patients were significantly more likely to experience multiple CDI relapses when infected with a RT106 strain. Specific areas warranting future study include potential survival advantages provided by genetic elements as well as a more robust investigation of clinical outcomes associated with RT106.
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Affiliation(s)
- T J Carlson
- High Point University Fred Wilson School of Pharmacy, High Point, NC, USA
| | - D Blasingame
- The University of Houston College of Pharmacy, Houston, TX, USA
| | | | - F Alnezary
- The University of Houston College of Pharmacy, Houston, TX, USA; Department of Clinical and Hospital Pharmacy, College of Pharmacy, Taibah University, Medinah, Saudi Arabia
| | - K W Garey
- The University of Houston College of Pharmacy, Houston, TX, USA.
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Karah N, Khalid F, Wai SN, Uhlin BE, Ahmad I. Molecular epidemiology and antimicrobial resistance features of Acinetobacter baumannii clinical isolates from Pakistan. Ann Clin Microbiol Antimicrob 2020; 19:2. [PMID: 31941492 PMCID: PMC6964048 DOI: 10.1186/s12941-019-0344-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [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: 09/21/2019] [Accepted: 12/27/2019] [Indexed: 02/07/2023] Open
Abstract
Background Acinetobacter baumannii is a Gram-negative opportunistic pathogen with a notorious reputation of being resistant to antimicrobial agents. The capability of A. baumannii to persist and disseminate between healthcare settings has raised a major concern worldwide. Methods Our study investigated the antibiotic resistance features and molecular epidemiology of 52 clinical isolates of A. baumannii collected in Pakistan between 2013 and 2015. Antimicrobial susceptibility patterns were determined by the agar disc diffusion method. Comparative sequence analyses of the ampC and blaOXA-51-like alleles were used to assign the isolates into clusters. The whole genomes of 25 representative isolates were sequenced using the MiSeq Desktop Sequencer. Free online applications were used to determine the phylogeny of genomic sequences, retrieve the multilocus sequence types (ST), and detect acquired antimicrobial resistance genes. Results Overall, the isolates were grouped into 7 clusters and 3 sporadic isolates. The largest cluster, Ab-Pak-cluster-1 (blaOXA-66 and ISAba1-ampC-19) included 24 isolates, belonged to ST2 and International clone (IC) II, and was distributed between two geographical far-off cities, Lahore and Peshawar. Ab-Pak-clusters-2 (blaOXA-66, ISAba1-ampC-2), and -3 (blaOXA-66, ISAba1-ampC-20) and the individual isolate Ab-Pak-Lah-01 (ISAba1-blaOXA-66, ISAba1-ampC-2) were also assigned to ST2 and IC II. On the other hand, Ab-Pak-clusters-4 (blaOXA-69, ampC-1), -5 (blaOXA-69, ISAba1-ampC-78), and -6A (blaOXA-371, ISAba1-ampC-3) belonged to ST1, while Ab-Pak-cluster-6B (blaOXA-371, ISAba1-ampC-8) belonged to ST1106, with both ST1 and ST1106 being members of IC I. Five isolates belonged to Ab-Pak-cluster-7 (blaOXA-65, ampC-43). This cluster corresponded to ST158, showed a well-delineated position on the genomic phylogenetic tree, and was equipped with several antimicrobial resistance genes including blaOXA-23 and blaGES-11. Conclusions Our study detected the occurrence of 7 clusters of A. baumannii in Pakistan. Altogether, 6/7 of the clusters and 45/52 (86.5%) of the isolates belonged to IC I (n = 9) or II (n = 36), making Pakistan no exception to the global domination of these two clones. The onset of ST158 in Pakistan marked a geographical dispersal of this clone beyond the Middle East and brought up the need for a detailed characterization.
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Affiliation(s)
- Nabil Karah
- The Laboratory for Molecular Infection Medicine Sweden, Department of Molecular Biology, and Umea Centre for Microbial Research, Umea University, Umeå, Sweden.
| | - Fizza Khalid
- Department of Microbiology, University of Health Sciences, Lahore, Pakistan
| | - Sun Nyunt Wai
- The Laboratory for Molecular Infection Medicine Sweden, Department of Molecular Biology, and Umea Centre for Microbial Research, Umea University, Umeå, Sweden
| | - Bernt Eric Uhlin
- The Laboratory for Molecular Infection Medicine Sweden, Department of Molecular Biology, and Umea Centre for Microbial Research, Umea University, Umeå, Sweden
| | - Irfan Ahmad
- The Laboratory for Molecular Infection Medicine Sweden, Department of Molecular Biology, and Umea Centre for Microbial Research, Umea University, Umeå, Sweden. .,Institute of Biomedical and Allied Health Sciences, University of Health Sciences, Lahore, Pakistan.
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Zhou Y, Zhang W, Wu H, Huang K, Jin J. A high-resolution genomic composition-based method with the ability to distinguish similar bacterial organisms. BMC Genomics 2019; 20:754. [PMID: 31638897 PMCID: PMC6805505 DOI: 10.1186/s12864-019-6119-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [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: 06/26/2019] [Accepted: 09/20/2019] [Indexed: 12/03/2022] Open
Abstract
Background Genomic composition has been found to be species specific and is used to differentiate bacterial species. To date, almost no published composition-based approaches are able to distinguish between most closely related organisms, including intra-genus species and intra-species strains. Thus, it is necessary to develop a novel approach to address this problem. Results Here, we initially determine that the “tetranucleotide-derived z-value Pearson correlation coefficient” (TETRA) approach is representative of other published statistical methods. Then, we devise a novel method called “Tetranucleotide-derived Z-value Manhattan Distance” (TZMD) and compare it with the TETRA approach. Our results show that TZMD reflects the maximal genome difference, while TETRA does not in most conditions, demonstrating in theory that TZMD provides improved resolution. Additionally, our analysis of real data shows that TZMD improves species differentiation and clearly differentiates similar organisms, including similar species belonging to the same genospecies, subspecies and intraspecific strains, most of which cannot be distinguished by TETRA. Furthermore, TZMD is able to determine clonal strains with the TZMD = 0 criterion, which intrinsically encompasses identical composition, high average nucleotide identity and high percentage of shared genomes. Conclusions Our extensive assessment demonstrates that TZMD has high resolution. This study is the first to propose a composition-based method for differentiating bacteria at the strain level and to demonstrate that composition is also strain specific. TZMD is a powerful tool and the first easy-to-use approach for differentiating clonal and non-clonal strains. Therefore, as the first composition-based algorithm for strain typing, TZMD will facilitate bacterial studies in the future.
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Affiliation(s)
- Yizhuang Zhou
- Laboratory of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China. .,Peking-Tsinghua Center for Life Science, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, 100871, People's Republic of China.
| | - Wenting Zhang
- Laboratory of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China
| | - Huixian Wu
- China-USA Lipids in Health and Disease Research Center, Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China.,Guangxi Key Laboratory of Molecular Medicine in Liver Injury and Repair, Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China
| | - Kai Huang
- Laboratory of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China.,China-USA Lipids in Health and Disease Research Center, Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China.,Guangxi Key Laboratory of Molecular Medicine in Liver Injury and Repair, Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China
| | - Junfei Jin
- Laboratory of Hepatobiliary and Pancreatic Surgery, The Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China. .,China-USA Lipids in Health and Disease Research Center, Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China. .,Guangxi Key Laboratory of Molecular Medicine in Liver Injury and Repair, Guilin Medical University, Guilin, Guangxi, 541001, People's Republic of China.
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Quéro L, Courault P, Cellière B, Lorber S, Jany JL, Puel O, Girard V, Vasseur V, Nodet P, Mounier J. Application of MALDI-TOF MS to species complex differentiation and strain typing of food related fungi: Case studies with Aspergillus section Flavi species and Penicillium roqueforti isolates. Food Microbiol 2019; 86:103311. [PMID: 31703856 DOI: 10.1016/j.fm.2019.103311] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2019] [Revised: 05/29/2019] [Accepted: 08/20/2019] [Indexed: 11/26/2022]
Abstract
Filamentous fungi are one of the main causes of food losses worldwide and their ability to produce mycotoxins represents a hazard for human health. Their correct and rapid identification is thus crucial to manage food safety. In recent years, MALDI-TOF emerged as a rapid and reliable tool for fungi identification and was applied to typing of bacteria and yeasts, but few studies focused on filamentous fungal species complex differentiation and typing. Therefore, the aim of this study was to evaluate the use of MALDI-TOF to identify species of the Aspergillus section Flavi, and to differentiate Penicillium roqueforti isolates from three distinct genetic populations. Spectra were acquired from 23 Aspergillus species and integrated into a database for which cross-validation led to more than 99% of correctly attributed spectra. For P. roqueforti, spectra were acquired from 63 strains and a two-step calibration procedure was applied before database construction. Cross-validation and external validation respectively led to 94% and 95% of spectra attributed to the right population. Results obtained here suggested very good agreement between spectral and genetic data analysis for both Aspergillus species and P. roqueforti, demonstrating MALDI-TOF applicability as a fast and easy alternative to molecular techniques for species complex differentiation and strain typing of filamentous fungi.
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Affiliation(s)
- Laura Quéro
- Univ Brest, Laboratoire Universitaire de Biodiversité et Ecologie Microbienne, F-29280, Plouzané, France; BioMérieux, R&D Microbiologie, Route de Port Michaud, 38390, La Balme les Grottes, France.
| | - Priscillia Courault
- BioMérieux, R&D Microbiologie, Route de Port Michaud, 38390, La Balme les Grottes, France.
| | - Beatrice Cellière
- BioMérieux, R&D Microbiologie, Route de Port Michaud, 38390, La Balme les Grottes, France.
| | - Sophie Lorber
- Toxalim (Research Center in Food Toxicology), Université de Toulouse, INRA, ENVT, INP-Purpan, UPS, 31027, Toulouse, France.
| | - Jean-Luc Jany
- Univ Brest, Laboratoire Universitaire de Biodiversité et Ecologie Microbienne, F-29280, Plouzané, France.
| | - Olivier Puel
- Toxalim (Research Center in Food Toxicology), Université de Toulouse, INRA, ENVT, INP-Purpan, UPS, 31027, Toulouse, France.
| | - Victoria Girard
- BioMérieux, R&D Microbiologie, Route de Port Michaud, 38390, La Balme les Grottes, France.
| | - Valérie Vasseur
- Univ Brest, Laboratoire Universitaire de Biodiversité et Ecologie Microbienne, F-29280, Plouzané, France.
| | - Patrice Nodet
- Univ Brest, Laboratoire Universitaire de Biodiversité et Ecologie Microbienne, F-29280, Plouzané, France.
| | - Jérôme Mounier
- Univ Brest, Laboratoire Universitaire de Biodiversité et Ecologie Microbienne, F-29280, Plouzané, France.
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Sethi S, Hao Y, Brown SM, Walker T, Yadav R, Zaman K, Aggarwal AN, Behera D. Elucidation of drug resistance mutations in Mycobacterium tuberculosis isolates from North India by whole-genome sequencing. J Glob Antimicrob Resist 2019; 20:11-15. [PMID: 31121336 DOI: 10.1016/j.jgar.2019.05.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 05/06/2019] [Accepted: 05/12/2019] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES Rapid diagnosis of drug-resistant tuberculosis (TB) is required for better patient management and treatment outcomes. Whole-genome sequencing (WGS) can be used to detect single nucleotide polymorphisms (SNPs) and deletions/insertions that are responsible for mostMycobacterium tuberculosis drug resistance. WGS is being performed at scale in high-income countries, but there are limited reports of its use in India. METHODS In this study, 33 clinicalM. tuberculosis isolates from the Mycobacterial Repository in Chandigarh underwent WGS. Phenotypic drug susceptibility testing was performed according to World Health Organization (WHO) recommendations. Four isolates were excluded from the analysis due to culture contamination or mislabelling during the study. RESULTS Among the remaining 29 isolates, 21 (72.4%) were multidrug-resistant TB (MDR-TB) and 1 (3.4%) was extensively-drug resistant TB (XDR-TB). The most common mutations observed for isoniazid, rifampicin, ofloxacin and kanamycin resistance werekatG(S315T), rpoB(S450L), gyrA(A90V) and rrs(A1401G), respectively. The isolates mainly belonged to lineages 2 and 3, with most MDR-TB among lineage 2 isolates. CONCLUSION WGS ofM. tuberculosis isolates allows the detection of drug resistance to all drugs in a single test and also provides insight into the evolution and drug-resistant TB.
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Affiliation(s)
- Sunil Sethi
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India.
| | - Yuhan Hao
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY 10003, USA; Applied Bioinformatics Laboratories, New York University School of Medicine, NY 10016, USA
| | - Stuart M Brown
- Applied Bioinformatics Laboratories, New York University School of Medicine, NY 10016, USA; Department of Cell Biology, New York University School of Medicine, NY 10016, USA
| | - Timothy Walker
- Department of Microbiology and Infectious Diseases, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Rakesh Yadav
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Kamran Zaman
- Department of Medical Microbiology, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Ashutosh Nath Aggarwal
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
| | - Digambar Behera
- Department of Pulmonary Medicine, Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh 160012, India
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Talamantes-Becerra B, Carling J, Kennedy K, Gahan ME, Georges A. Identification of bacterial isolates from a public hospital in Australia using complexity-reduced genotyping. J Microbiol Methods 2019; 160:11-19. [PMID: 30894330 DOI: 10.1016/j.mimet.2019.03.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 03/16/2019] [Accepted: 03/17/2019] [Indexed: 11/25/2022]
Abstract
Bacterial identification methods used in routine identification of pathogens in medical microbiology include a combination approach of biochemical tests, mass spectrometry or molecular biology techniques. Extensive publicly-available databases of DNA sequence data from pathogenic bacteria have been amassed in recent years; this provides an opportunity for using bacterial genome sequencing for identification purposes. Whole genome sequencing is increasing in popularity, although at present it remains a relatively expensive approach to bacterial identification and typing. Complexity-reduced bacterial genome sequencing provides an alternative. We evaluate genomic complexity-reduction using restriction enzymes and sequencing to identify bacterial isolates. A total of 165 bacterial isolates from hospital patients in the Australian Capital Territory, between 2013 and 2015 were used in this study. They were identified and typed by the Microbiology Department of Canberra Public Hospital, and represented 14 bacterial species. DNA extractions from these samples were processed using a combination of the restriction enzymes PstI with MseI, PstI with HpaII and MseI with HpaII. The resulting sequences (length 30-69 bp) were aligned against publicly available bacterial genome and plasmid sequences. Results of the alignment were processed using a bioinformatics pipeline developed for this project, Currito3.1 DNA Fragment Analysis Software. All 165 samples were correctly identified to genus and species by each of the three combinations of restriction enzymes. A further 35 samples typed to the level of strain identified and compared for consistency with MLST typing data and in silico MLST data derived from the nearest sequenced candidate reference. The high level of agreement between bacterial identification using complexity-reduced genome sequencing and standard hospital identifications indicating that this new approach is a viable alternative for identification of bacterial isolates derived from pathology specimens. The effectiveness of species identification and in particular, strain typing, depends on access to a comprehensive and taxonomically accurate bacterial genome sequence database containing relevant bacterial species and strains.
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Affiliation(s)
| | - Jason Carling
- Diversity Arrays Technology Pty Ltd, Canberra, ACT 2617, Australia
| | - Karina Kennedy
- Canberra Health Services, Departments of Microbiology and Infectious Diseases, Canberra Hospital, Yamba Drive, Garran 2605, Australia
| | - Michelle E Gahan
- National Centre for Forensic Studies, University of Canberra, ACT, 2617, Australia
| | - Arthur Georges
- Institute for Applied Ecology, University of Canberra, ACT 2601, Australia
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Singh R, Dillon JR, Demczuk W, Kusalik A. Gen2Epi: an automated whole-genome sequencing pipeline for linking full genomes to antimicrobial susceptibility and molecular epidemiological data in Neisseria gonorrhoeae. BMC Genomics 2019; 20:165. [PMID: 30832565 DOI: 10.1186/s12864-019-5542-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 02/18/2019] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Recent adva1nces in whole genome sequencing (WGS) based technologies have facilitated multi-step applications for predicting antimicrobial resistance (AMR) and investigating the molecular epidemiology of Neisseria gonorrhoeae. However, generating full scaffolds of N. gonorrhoeae genomes from short reads, and the assignment of molecular epidemiological information (NG-MLST, NG-MAST, and NG-STAR) to multiple assembled samples, is challenging due to required manual tasks such as annotating antimicrobial resistance determinants with standard nomenclature for a large number of genomes. RESULTS We present Gen2Epi, a pipeline that assembles short reads into full scaffolds and automatically assigns molecular epidemiological and AMR information to the assembled genomes. Gen2Epi is a command-line tool integrating third-party software and tailored specifically for N. gonorrhoeae. For its evaluation, the Gen2Epi pipeline successfully assembled the WGS short reads from 1484 N. gonorrhoeae samples into full-length genomes for both chromosomes and plasmids and was able to assign in silico molecular determinant information to each dataset automatically. The assemblies were generated using raw as well as trimmed short reads. The median genome coverage of full-length scaffolds and "N" statistics (N50, NG50, and NGA50) were higher than, or comparable to, previously published results and the scaffolding process improved the quality of the draft genome assemblies. Molecular antimicrobial resistant (AMR) determinants identified by Gen2Epi reproduced information for the 1484 samples as previously reported, including NG-MLST, NG-MAST, and NG-STAR molecular sequence types. CONCLUSIONS Gen2Epi can be used to assemble short reads into full-length genomes and assign accurate molecular marker and AMR information automatically from NG-STAR, NG-MAST, and NG-MLST. Gen2Epi is publicly available under "CC BY-NC 2.0 CA" Creative Commons licensing as a VirtualBox image containing the constituent software components running on the LINUX operating system (CentOS 7). The image and associated documentation are available via anonymous FTP at ftp://www.cs.usask.ca/pub/combi or ftp://ftp.cs.usask.ca/pub/combi.
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Ghanem M, El-Gazzar M. Development of Mycoplasma synoviae (MS) core genome multilocus sequence typing (cgMLST) scheme. Vet Microbiol 2018; 218:84-9. [PMID: 29685226 DOI: 10.1016/j.vetmic.2018.03.021] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Revised: 03/16/2018] [Accepted: 03/17/2018] [Indexed: 12/17/2022]
Abstract
Mycoplasma synoviae (MS) is a poultry pathogen with reported increased prevalence and virulence in recent years. MS strain identification is essential for prevention, control efforts and epidemiological outbreak investigations. Multiple multilocus based sequence typing schemes have been developed for MS, yet the resolution of these schemes could be limited for outbreak investigation. The cost of whole genome sequencing became close to that of sequencing the seven MLST targets; however, there is no standardized method for typing MS strains based on whole genome sequences. In this paper, we propose a core genome multilocus sequence typing (cgMLST) scheme as a standardized and reproducible method for typing MS based whole genome sequences. A diverse set of 25 MS whole genome sequences were used to identify 302 core genome genes as cgMLST targets (35.5% of MS genome) and 44 whole genome sequences of MS isolates from six countries in four continents were used for typing applying this scheme. cgMLST based phylogenetic trees displayed a high degree of agreement with core genome SNP based analysis and available epidemiological information. cgMLST allowed evaluation of two conventional MLST schemes of MS. The high discriminatory power of cgMLST allowed differentiation between samples of the same conventional MLST type. cgMLST represents a standardized, accurate, highly discriminatory, and reproducible method for differentiation between MS isolates. Like conventional MLST, it provides stable and expandable nomenclature, allowing for comparing and sharing the typing results between different laboratories worldwide.
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Clifton R, Green LE, Purdy KJ. Development and validation of a multiple locus variable number tandem repeat analysis (MLVA) scheme for Fusobacterium necrophorum. Vet Microbiol 2018; 213:108-13. [PMID: 29291993 DOI: 10.1016/j.vetmic.2017.11.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 09/26/2017] [Accepted: 11/17/2017] [Indexed: 11/21/2022]
Abstract
Fusobacterium necrophorum is associated with various diseases in humans and animals. Reservoirs (sites where the pathogen persists in the absence of disease) of F. necrophorum are believed to be present in healthy individuals e.g. tonsillar epithelium, or their environment e.g. soil, but for most diseases the reservoir sites are unknown. Strain typing of F. necrophorum would facilitate linking specific reservoirs with a specific disease. The aim of this study was to develop multiple locus variable number tandem repeat analysis (MLVA) as a strain typing technique for F. necrophorum, and to test the use of this scheme to analyse both isolates and mixed communities of bacteria. Seventy-three tandem repeat regions were identified in the F. necrophorum genome; three of these loci were suitable and developed as a MLVA scheme. The MLVA scheme was sensitive, specific, and discriminatory for both isolates and communities of F. necrophorum. The MLVA scheme strain typed 46/52F. necrophorum isolates including isolates of both subspecies and from different countries, host species and sample sites within host. There were 12 unique MLVA strain types that clustered by subspecies. The MLVA scheme characterised the F. necrophorum community in DNA from 32/49 foot- and 28/33 mouth swabs from sheep. There were 17 community types in total. In 31/32 foot swabs, single strains of F. necrophorum were detected while in the 28 mouth swabs there were up to a maximum of 8 strains of F. necrophorum detected. The results demonstrate the potential for this method to elucidate reservoirs of F. necrophorum.
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Abstract
Transmissible spongiform encephalopathies (TSE) or prion diseases exhibit strain variation, a phenomenon that has been studied extensively in mouse bioassays. Despite the introduction of many rapid in vitro systems, bioassays remain a key tool in defining prion strains and their ability to transmit disease in vivo. Prion strains can be characterized by a range of phenotypic characteristics such as incubation period, vacuolar pathology, and distribution of the abnormal form of PrP following experimental transmission of the agent into a panel of mice (transgenic or wild type). Interpretation of these characteristics requires considerable experience and an understanding of the procedures used to define them. This chapter reviews the techniques used in strain typing of prion diseases from inoculum preparation and pathological studies to data interpretation alongside an extensive troubleshooting guide.
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Martin IW, Tonner R, Trivedi J, Miller H, Lee R, Liang X, Rotello L, Isenbergh E, Anderson J, Perl T, Zhang SX. Saccharomyces boulardii probiotic-associated fungemia: questioning the safety of this preventive probiotic's use. Diagn Microbiol Infect Dis 2017; 87:286-8. [PMID: 28024866 DOI: 10.1016/j.diagmicrobio.2016.12.004] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 11/19/2016] [Accepted: 12/09/2016] [Indexed: 01/25/2023]
Abstract
We report a case of fungemia in an immunocompetent patient after administration of probiotic containing Saccharomyces boulardii. We demonstrated the strain relatedness of the yeast from the probiotic capsule and the yeast causing fungal infection using genomic and proteomic typing methods. Our study questions the safety of this preventative biotherapy.
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14
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Grangeteau C, Gerhards D, Terrat S, Dequiedt S, Alexandre H, Guilloux-Benatier M, von Wallbrunn C, Rousseaux S. FT-IR spectroscopy: A powerful tool for studying the inter- and intraspecific biodiversity of cultivable non-Saccharomyces yeasts isolated from grape must. J Microbiol Methods 2015; 121:50-8. [PMID: 26688103 DOI: 10.1016/j.mimet.2015.12.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 12/10/2015] [Accepted: 12/10/2015] [Indexed: 11/28/2022]
Abstract
The efficiency of the FT-IR technique for studying the inter- and intra biodiversity of cultivable non-Saccharomyces yeasts (NS) present in different must samples was examined. In first, the capacity of the technique FT-IR to study the global diversity of a given sample was compared to the pyrosequencing method, used as a reference technique. Seven different genera (Aureobasidium, Candida, Cryptococcus, Hanseniaspora, Issatchenkia, Metschnikowia and Pichia) were identified by FT-IR and also by pyrosequencing. Thirty-eight other genera were identified by pyrosequencing, but together they represented less than 6% of the average total population of 6 musts. Among the species identified, some of them present organoleptic potentials in winemaking, particularly Starmerella bacillaris (synonym Candidazemplinina). So in a second time, we evaluated the capacity of the FT-IR technique to discriminate the isolates of this species because few techniques were able to study intraspecific NS yeast biodiversity. The results obtained were validated by using a classic method as ITS sequencing. Biodiversity at strain level was high: 19 different strains were identified from 58 isolates. So, FT-IR spectroscopy seems to be an accurate and reliable method for identifying major genera present in the musts. The two biggest advantages of the FT-IR are the capacity to characterize intraspecific biodiversity of non-Saccharomyces yeasts and the possibility to discriminate a lot of strains.
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Affiliation(s)
- Cédric Grangeteau
- UMR Procédés Alimentaires et Microbiologiques, Equipe VAlMiS (Vin, Aliment, Microbiologie, Stress), AgroSup Dijon - Université de Bourgogne/Franche-Comté, IUVV, Rue Claude Ladrey, BP 27877, 21000 Dijon, France
| | - Daniel Gerhards
- Institut für Mikrobiologie und Biochemie Zentrum Analytische Chemie und Mikrobiologie - Hochschule Geisenheim University, Geisenheim, Germany
| | - Sebastien Terrat
- INRA, UMR 1347 Agroécologie-Plateforme Genosol, 17, rue Sully, BP 86510, 21000 Dijon, France
| | - Samuel Dequiedt
- INRA, UMR 1347 Agroécologie-Plateforme Genosol, 17, rue Sully, BP 86510, 21000 Dijon, France
| | - Hervé Alexandre
- UMR Procédés Alimentaires et Microbiologiques, Equipe VAlMiS (Vin, Aliment, Microbiologie, Stress), AgroSup Dijon - Université de Bourgogne/Franche-Comté, IUVV, Rue Claude Ladrey, BP 27877, 21000 Dijon, France
| | - Michèle Guilloux-Benatier
- UMR Procédés Alimentaires et Microbiologiques, Equipe VAlMiS (Vin, Aliment, Microbiologie, Stress), AgroSup Dijon - Université de Bourgogne/Franche-Comté, IUVV, Rue Claude Ladrey, BP 27877, 21000 Dijon, France
| | - Christian von Wallbrunn
- Institut für Mikrobiologie und Biochemie Zentrum Analytische Chemie und Mikrobiologie - Hochschule Geisenheim University, Geisenheim, Germany
| | - Sandrine Rousseaux
- UMR Procédés Alimentaires et Microbiologiques, Equipe VAlMiS (Vin, Aliment, Microbiologie, Stress), AgroSup Dijon - Université de Bourgogne/Franche-Comté, IUVV, Rue Claude Ladrey, BP 27877, 21000 Dijon, France.
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Abstract
Mycobacterium abscessus is an emerging cause of respiratory disease and soft tissue infections. Whole genome sequencing and other molecular approaches are enhancing our understanding of outbreaks, antibiotic resistance mechanisms, and virulence properties, and of the phylogeny of the M. abscessus complex. Infection models are providing further insights into factors such as colony phenotype that impact host-pathogen interactions. This paper reviews recent developments in our understanding of genetic variation in M. abscessus and the potential relevance for disease and treatment.
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Affiliation(s)
- Susan T Howard
- Department of Microbiology, University of Texas Health Science Center at Tyler, Tyler, TX, 75708, USA.
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16
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Hannett GE, Schaffzin JK, Davis SW, Fage MP, Schoonmaker-Bopp D, Dumas NB, Musser KA, Egan C. Two cases of adult botulism caused by botulinum neurotoxin producing Clostridium baratii. Anaerobe 2014; 30:178-180. [PMID: 25463969 DOI: 10.1016/j.anaerobe.2014.10.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Revised: 10/10/2014] [Accepted: 10/11/2014] [Indexed: 10/24/2022]
Abstract
Type F botulism occurs rarely in clinical cases. Two cases of type F botulism in elderly patients that were clustered in time and space are described. Clostridium baratii producing type F botulinum neurotoxin was isolated from both patients; molecular typing of these isolates revealed that they were unrelated strains.
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Affiliation(s)
- George E Hannett
- Wadsworth Center, New York State Department of Health, PO Box 22002, Albany, NY 12201-2002 USA;.
| | - Joshua K Schaffzin
- Bureau of Communicable Disease Control, New York State Department of Health, Corning Tower, Empire State Plaza, Albany, NY 12237-0627 USA;.
| | - Stephen W Davis
- Wadsworth Center, New York State Department of Health, PO Box 22002, Albany, NY 12201-2002 USA;.
| | - Maureen P Fage
- Bureau of Communicable Disease Control, New York State Department of Health, Corning Tower, Empire State Plaza, Albany, NY 12237-0627 USA;.
| | - Dianna Schoonmaker-Bopp
- Wadsworth Center, New York State Department of Health, PO Box 22002, Albany, NY 12201-2002 USA;.
| | - Nellie B Dumas
- Wadsworth Center, New York State Department of Health, PO Box 22002, Albany, NY 12201-2002 USA;.
| | - Kimberlee A Musser
- Wadsworth Center, New York State Department of Health, PO Box 22002, Albany, NY 12201-2002 USA;.
| | - Christina Egan
- Wadsworth Center, New York State Department of Health, PO Box 22002, Albany, NY 12201-2002 USA;.
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17
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Wenning M, Breitenwieser F, Konrad R, Huber I, Busch U, Scherer S. Identification and differentiation of food-related bacteria: A comparison of FTIR spectroscopy and MALDI-TOF mass spectrometry. J Microbiol Methods 2014; 103:44-52. [PMID: 24878140 DOI: 10.1016/j.mimet.2014.05.011] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Revised: 05/19/2014] [Accepted: 05/20/2014] [Indexed: 11/17/2022]
Abstract
The food industry requires easy, accurate, and cost-effective techniques for microbial identification to ensure safe products and identify microbial contaminations. In this work, FTIR spectroscopy and MALDI-TOF mass spectrometry were assessed for their suitability and applicability for routine microbial diagnostics of food-related microorganisms by analyzing their robustness according to changes in incubation time and medium, identification accuracy and their ability to differentiate isolates down to the strain level. Changes in the protocol lead to a significantly impaired performance of FTIR spectroscopy, whereas they had only little effects on MALDI-TOF MS. Identification accuracy was tested using 174 food-related bacteria (93 species) from an in-house strain collection and 40 fresh isolates from routine food analyses. For MALDI-TOF MS, weaknesses in the identification of bacilli and pseudomonads were observed; FTIR spectroscopy had most difficulties in identifying pseudomonads and enterobacteria. In general, MALDI-TOF MS obtained better results (52-85% correct at species level), since the analysis of mainly ribosomal proteins is more robust and seems to be more reliable. FTIR spectroscopy suffers from the fact that it generates a whole-cell fingerprint and intraspecies diversity may lead to overlapping species borders which complicates identification. In the present study values between 56% and 67% correct species identification were obtained. On the opposite, this high sensitivity offers the opportunity of typing below the species level which was not possible using MALDI-TOF MS. Using fresh isolates from routine diagnostics, both techniques performed well with 88% (MALDI-TOF) and 75% (FTIR) correct identifications at species level, respectively.
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Affiliation(s)
- Mareike Wenning
- Abteilung Mikrobiologie, Zentralinstitut für Ernährungs-und Lebensmittelforschung (ZIEL), Technische Universität München, Weihenstephaner Berg 3, 85350 Freising, Germany.
| | - Franziska Breitenwieser
- Abteilung Mikrobiologie, Zentralinstitut für Ernährungs-und Lebensmittelforschung (ZIEL), Technische Universität München, Weihenstephaner Berg 3, 85350 Freising, Germany; Bayerisches Landesamt für Gesundheit und Lebensmittelsicherheit (LGL), Veterinärstraße 2, 85764 Oberschleißheim, Germany
| | - Regina Konrad
- Bayerisches Landesamt für Gesundheit und Lebensmittelsicherheit (LGL), Veterinärstraße 2, 85764 Oberschleißheim, Germany
| | - Ingrid Huber
- Bayerisches Landesamt für Gesundheit und Lebensmittelsicherheit (LGL), Veterinärstraße 2, 85764 Oberschleißheim, Germany
| | - Ulrich Busch
- Bayerisches Landesamt für Gesundheit und Lebensmittelsicherheit (LGL), Veterinärstraße 2, 85764 Oberschleißheim, Germany
| | - Siegfried Scherer
- Abteilung Mikrobiologie, Zentralinstitut für Ernährungs-und Lebensmittelforschung (ZIEL), Technische Universität München, Weihenstephaner Berg 3, 85350 Freising, Germany; Lehrstuhl für Mikrobielle Ökologie, Department of Biosciences, Technische Universität München, D-85350 Freising, Germany
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18
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Lange JN, Faasse E, Tantikachornkiat M, Gustafsson FS, Halvorsen LC, Kluftinger A, Ledderhof D, Durall DM. Implantation and persistence of yeast inoculum in Pinot noir fermentations at three Canadian wineries. Int J Food Microbiol 2014; 180:56-61. [PMID: 24786553 DOI: 10.1016/j.ijfoodmicro.2014.04.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Revised: 03/20/2014] [Accepted: 04/02/2014] [Indexed: 11/21/2022]
Abstract
Inoculated fermentations are practiced in most wine regions of the world. This type of fermentation involves adding a commercial Saccharomyces cerevisiae strain as an inoculant. It is often assumed that the inoculant maintains dominance throughout the fermentation; however, sometimes commercial or indigenous yeasts, which were not intentionally added, end up as the dominant yeast in the winery fermentation. The aim of this study was to compare implantation/persistence of inoculants among three Canadian wineries (Quails' Gate, Cedar Creek, and Road 13 wineries). In 2010, three inoculated fermentation tanks at each of three wineries were sampled at four stages of fermentation (pre-inoculation, early, mid, and end). In addition, results from the end stage of fermentation, from two of the three wineries, were compared among different vintages (resulting in a 4-year comparison at Quails' Gate winery and a 2-year comparison at Cedar Creek winery). Strains of S. cerevisiae were discriminated by microsatellite analysis and identified using commercial microsatellite databases, whereas DNA sequencing was used to identify non-Saccharomyces. The percent implantation/persistence of the inoculum was significantly lower at Quails' Gate and Cedar Creek wineries as compared with the Road 13 winery in the 2010 vintage. Relatively low persistence of the inoculum at Quails' Gate winery was also found in the 2009 vintage, but low values were not found at Quails' Gate winery in 2011 and 2012 or at Cedar Creek winery in 2012. In all tanks having <80% relative abundance of the inoculant, the commercial strain (Lalvin ICV-D254®/Fermol® Premier Cru) was the dominant or co-dominant yeast. Our findings highlight year-to-year variation in inoculum implantation/persistence and the idea that unless strain typing of S. cerevisiae is conducted at the winery, there are no obvious fermentation factors that would indicate a relatively low inoculum implantation/persistence.
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19
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Gallardo G, Ruiz-Moyano S, Hernández A, Benito MJ, Córdoba MG, Pérez-Nevado F, Martín A. Application of ISSR-PCR for rapid strain typing of Debaryomyces hansenii isolated from dry-cured Iberian ham. Food Microbiol 2014; 42:205-11. [PMID: 24929738 DOI: 10.1016/j.fm.2014.03.022] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Revised: 03/14/2014] [Accepted: 03/17/2014] [Indexed: 11/17/2022]
Abstract
Yeast populations of dry-cured Iberian ham isolated from seven industries in the province of Badajoz were characterized by ISSR-PCR using the (CAG)4 primer and PCR-RFLP of the ITS1-5.8S rRNA-ITS2 fragment, and identified by DNA sequencing. A total of 242 isolates were analyzed, indicating the primary species present was Debaryomyces hansenii at 80.9% of the isolates followed by Candida zeylanoides at 10.3% of the isolates. The remainders of isolates were identified as Yamadazyma triangularis, Sporobolomyces roseus, Meyerozyma guilliermondii, Rhodotorula slooffiae, and Cryptococcus victoriae. The ISSR-PCR method was a fast and reliable method which was able to discriminate species at a level comparable to restriction analyses of the ITS1-5.8S rRNA-ITS2 region. This method allowed for strain typing of D. hansenii, yielding 29 different PCR patterns within 196 isolates. Moreover, ISSR-PCR using the (CAG)4 primer indicated that this technique could be a promising tool for rapid discrimination of yeast starter cultures and spoilage species in dry-cured Iberian ham.
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Affiliation(s)
- G Gallardo
- Nutrición y Bromatología, Escuela de Ingenierías Agrarias, Universidad de Extremadura, Av. Adolfo Suarez, 06007 Badajoz, Spain
| | - S Ruiz-Moyano
- Nutrición y Bromatología, Escuela de Ingenierías Agrarias, Universidad de Extremadura, Av. Adolfo Suarez, 06007 Badajoz, Spain
| | - A Hernández
- Nutrición y Bromatología, Escuela de Ingenierías Agrarias, Universidad de Extremadura, Av. Adolfo Suarez, 06007 Badajoz, Spain.
| | - M J Benito
- Nutrición y Bromatología, Escuela de Ingenierías Agrarias, Universidad de Extremadura, Av. Adolfo Suarez, 06007 Badajoz, Spain
| | - M G Córdoba
- Nutrición y Bromatología, Escuela de Ingenierías Agrarias, Universidad de Extremadura, Av. Adolfo Suarez, 06007 Badajoz, Spain
| | - F Pérez-Nevado
- Nutrición y Bromatología, Escuela de Ingenierías Agrarias, Universidad de Extremadura, Av. Adolfo Suarez, 06007 Badajoz, Spain
| | - A Martín
- Nutrición y Bromatología, Escuela de Ingenierías Agrarias, Universidad de Extremadura, Av. Adolfo Suarez, 06007 Badajoz, Spain
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20
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Abstract
Until the 1990s, Plasmodium and Toxoplasma were widely considered to be potentially panmictic species, because they both undergo a meiotic sexual cycle in their definitive hosts. We have proposed that both parasites are able of clonal (nonrecombining) propagation, at least in some cycles. Toxoplasma was soon shown to be a paradigmatic case of clonal population structure in North American and in European cycles. But the proposal provoked an outcry in the case of Plasmodium and still appears as doubtful to many scientists. However, the existence of Plasmodium nonrecombining lines has been fully confirmed, although the origin of these lines is debatable. We discuss the current state of knowledge concerning the population structure of both parasites in the light of the recent developments of pathogen clonal evolution proposed by us and of new hypotheses presented here.
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Affiliation(s)
- Michel Tibayrenc
- Maladies Infectieuses et Vecteurs Ecologie, Génétique, Evolution et Contrôle, MIVEGEC (IRD 224-CNRS 5290-UM1-UM2), IRD Center, Montpellier, France.
| | - Francisco J Ayala
- Department of Ecology and Evolutionary Biology, University of California, Irvine, California, USA
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21
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Gardner SN, Thissen JB, McLoughlin KS, Slezak T, Jaing CJ. Optimizing SNP microarray probe design for high accuracy microbial genotyping. J Microbiol Methods 2013; 94:303-10. [PMID: 23871857 DOI: 10.1016/j.mimet.2013.07.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2013] [Revised: 07/09/2013] [Accepted: 07/09/2013] [Indexed: 11/21/2022]
Abstract
Microarrays to characterize single nucleotide polymorphisms (SNPs) provide a cost-effective and rapid method (under 24h) to genotype microbes as an alternative to sequencing. We developed a pipeline for SNP discovery and microarray design that scales to 100's of microbial genomes. Here we tested various SNP probe design strategies against 8 sequenced isolates of Bacillus anthracis to compare sequence and microarray data. The best strategy allowed probe length to vary within 32-40 bp to equalize hybridization free energy. This strategy resulted in a call rate of 99.52% and concordance rate of 99.86% for finished genomes. Other probe design strategies averaged substantially lower call rates (94.65-96.41%) and slightly lower concordance rates (99.64-99.80%). These rates were lower for draft than finished genomes, consistent with higher incidence of sequencing errors and gaps. Highly accurate SNP calls were possible in complex soil and blood backgrounds down to 1000 copies, and moderately accurate SNP calls down to 100 spiked copies. The closest genome to the spiked strain was correctly identified at only 10 spiked copies. Discrepancies between sequence and array data did not alter the SNP-based phylogeny, regardless of the probe design strategy, indicating that SNP arrays can accurately place unsequenced isolates on a phylogeny.
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