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Mayerhofer-Rochel MF, Himmelbauer F, Reinprecht P, Herndler S, Weidinger H, Hellinger HJ, Szostak MP, Grass G, Ehling-Schulz M. Persistence in time: the hunt for Bacillus anthracis at a historic tannery site in Austria reveals genetic diversity thought extinct. Appl Environ Microbiol 2025; 91:e0173224. [PMID: 39918319 PMCID: PMC11921346 DOI: 10.1128/aem.01732-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 01/12/2025] [Indexed: 02/19/2025] Open
Abstract
Identifying and analyzing historic anthrax loci may provide a treasure trove to fill in the gaps of persistence in time and genetic diversity of Bacillus anthracis. In countries where anthrax has become a disease of the past, detailed knowledge of the exact location and stability of spores in soil reservoirs is limited. Reviewing archival records may provide valuable clues to unearthing such forgotten sites. Knowledge of anthrax diversity in Austria is scarce, as the only available isolates-originating from the last outbreak in Austria in 1988-cluster in the B.Br.004 (CNEVA) canonical single-nucleotide polymorphism (canSNP) group. Thus, we analyzed archival records on anthrax incidents in Austria to locate historic B. anthracis soil reservoirs. In parallel, we tested the performance of different soil processing protocols for the isolation of B. anthracis spores to establish a suitable workflow for screening historical anthrax loci. Using an optimized workflow, we were able to isolate viable B. anthracis spores 80 years after the last occurrence of anthrax at an abandoned tannery identified through our archival work. Genome analysis of the isolated strains allowed to improve the phylogeographic resolution within the hitherto poorly covered A.Br.064 (V770) canSNP group by linking historical records to genetic information. Furthermore, our results re-emphasize that B. anthracis can survive for decades at historic sites and may pose a health threat when such sites are eventually reactivated by climatic factors or human intervention. IMPORTANCE Bacillus anthracis is a continuing threat from a One Health perspective since it leads to severe infections in animals and humans. Ongoing climate change or human activities can reactivate historical B. anthracis loci, previously considered inactive or forgotten. Therefore, knowledge of historic anthrax incidents at abandoned animal processing facilities, such as tanneries or farmyards, along with robust detection protocols, is of prime interest when monitoring this important zoonosis. As shown here, archival records of possible origins of anthrax-contaminated goods received at tanneries are valuable sources and support these efforts. Investigation for viable spores at such historical sites could not only provide new insights into the past genetic diversity and population structure of B. anthracis but also provide important information for taking appropriate measures to prevent future outbreaks originating from these sites.
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Affiliation(s)
- Maximilian F. Mayerhofer-Rochel
- Functional Microbiology, Institute of Microbiology, Center of Pathobiology, Department of Biological Sciences and Pathobiology, University of Veterinary Medicine Vienna, Vienna, Austria
- Armaments and Defence Technology Agency, NBC and Environmental Protection Technology Division, Vienna, Austria
| | - Florian Himmelbauer
- Armaments and Defence Technology Agency, NBC and Environmental Protection Technology Division, Vienna, Austria
| | - Pierre Reinprecht
- Armaments and Defence Technology Agency, NBC and Environmental Protection Technology Division, Vienna, Austria
| | - Sebastian Herndler
- Functional Microbiology, Institute of Microbiology, Center of Pathobiology, Department of Biological Sciences and Pathobiology, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Hugo Weidinger
- Functional Microbiology, Institute of Microbiology, Center of Pathobiology, Department of Biological Sciences and Pathobiology, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Hans-Jörg Hellinger
- Armaments and Defence Technology Agency, NBC and Environmental Protection Technology Division, Vienna, Austria
| | - Michael P. Szostak
- Functional Microbiology, Institute of Microbiology, Center of Pathobiology, Department of Biological Sciences and Pathobiology, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Gregor Grass
- Bundeswehr Institute of Microbiology (IMB), Munich, Germany
| | - Monika Ehling-Schulz
- Functional Microbiology, Institute of Microbiology, Center of Pathobiology, Department of Biological Sciences and Pathobiology, University of Veterinary Medicine Vienna, Vienna, Austria
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Yusof NBM, Khor ZS, Bakar RSBA, Zaman KHBK, Chem YK, Fatini NA, Salleh NHB, Sengol S, Chin S, Prum S, Chhe V, Vy P, Mirasin A, Ibarahim NA, Azhar I, Momin MHFA, Hafneh NA, Ikawati HD, Pawestri HA, Nugraha AA, Puspa KD, Rojanawiwat A, Okada PA, Phuygun S, Thanadachakul T, Piromtong P, Phuong HVM, Trang UTH, Anh NP, Son NV, Thanh LT, Noordin NM, Tan JL. Linkage disequilibrium suggests genomic stability in Omicron clades of SARS-CoV-2 from the ASEAN countries. J Travel Med 2023; 30:taad020. [PMID: 36795049 PMCID: PMC10481408 DOI: 10.1093/jtm/taad020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 02/08/2023] [Indexed: 02/17/2023]
Affiliation(s)
| | - Zhi Shan Khor
- Faculty of Information Science and Technology, Multimedia University, Melaka, Malaysia
| | | | | | - Yu Kie Chem
- National Public Health Laboratory, Ministry of Health, Putrajaya, Malaysia
| | - Nur Aina Fatini
- National Public Health Laboratory, Ministry of Health, Putrajaya, Malaysia
| | | | - Selvanesan Sengol
- National Public Health Laboratory, Ministry of Health, Putrajaya, Malaysia
| | - Savuth Chin
- National Public Health Laboratory, National Institute of Public Health, Phnom Penh, Cambodia
| | - Sitha Prum
- National Public Health Laboratory, National Institute of Public Health, Phnom Penh, Cambodia
| | - Visal Chhe
- National Public Health Laboratory, National Institute of Public Health, Phnom Penh, Cambodia
| | - Phally Vy
- National Public Health Laboratory, National Institute of Public Health, Phnom Penh, Cambodia
| | | | | | - Izzati Azhar
- Department of Laboratory Services, Ministry of Health, Brunei
| | | | | | - Hartanti Dian Ikawati
- National Referral Laboratory Prof. Sri Oemijati, Center for Resilience and Human Resources, Health Policy Agency, Jakarta, Indonesia
| | - Hana Apsari Pawestri
- National Referral Laboratory Prof. Sri Oemijati, Center for Resilience and Human Resources, Health Policy Agency, Jakarta, Indonesia
| | - Arie Ardiansyah Nugraha
- National Referral Laboratory Prof. Sri Oemijati, Center for Resilience and Human Resources, Health Policy Agency, Jakarta, Indonesia
| | - Kartika Dewi Puspa
- National Referral Laboratory Prof. Sri Oemijati, Center for Resilience and Human Resources, Health Policy Agency, Jakarta, Indonesia
| | - Archawin Rojanawiwat
- Department of Medical Sciences, Ministry of Public Health, National Institute of Health, Yasothon, Thailand
| | - Pilailuk Akkapaiboon Okada
- Department of Medical Sciences, Ministry of Public Health, National Institute of Health, Yasothon, Thailand
| | - Siripaporn Phuygun
- Department of Medical Sciences, Ministry of Public Health, National Institute of Health, Yasothon, Thailand
| | - Thanutsapa Thanadachakul
- Department of Medical Sciences, Ministry of Public Health, National Institute of Health, Yasothon, Thailand
| | - Pakorn Piromtong
- Department of Medical Sciences, Ministry of Public Health, National Institute of Health, Yasothon, Thailand
| | | | | | - Nguyen Phuong Anh
- National Institute of Hygiene and Epidemiology (NIHE), Ðà Nãng, Vietnam
| | - Nguyen Vu Son
- National Institute of Hygiene and Epidemiology (NIHE), Ðà Nãng, Vietnam
| | - Le Thi Thanh
- National Institute of Hygiene and Epidemiology (NIHE), Ðà Nãng, Vietnam
| | - Noorliza Mohamad Noordin
- National Public Health Laboratory, Ministry of Health, Putrajaya, Malaysia
- National Institute of Hygiene and Epidemiology (NIHE), Ðà Nãng, Vietnam
| | - Joon Liang Tan
- Faculty of Information Science and Technology, Multimedia University, Melaka, Malaysia
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Louha S, Meinersmann RJ, Glenn TC. Whole genome genetic variation and linkage disequilibrium in a diverse collection of Listeria monocytogenes isolates. PLoS One 2021; 16:e0242297. [PMID: 33630832 PMCID: PMC7906370 DOI: 10.1371/journal.pone.0242297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 02/11/2021] [Indexed: 12/04/2022] Open
Abstract
We performed whole-genome multi-locus sequence typing for 2554 genes in a large and heterogenous panel of 180 Listeria monocytogenes strains having diverse geographical and temporal origins. The subtyping data was used for characterizing genetic variation and evaluating patterns of linkage disequilibrium in the pan-genome of L. monocytogenes. Our analysis revealed the presence of strong linkage disequilibrium in L. monocytogenes, with ~99% of genes showing significant non-random associations with a large majority of other genes in the genome. Twenty-seven loci having lower levels of association with other genes were considered to be potential “hot spots” for horizontal gene transfer (i.e., recombination via conjugation, transduction, and/or transformation). The patterns of linkage disequilibrium in L. monocytogenes suggest limited exchange of foreign genetic material in the genome and can be used as a tool for identifying new recombinant strains. This can help understand processes contributing to the diversification and evolution of this pathogenic bacteria, thereby facilitating development of effective control measures.
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Affiliation(s)
- Swarnali Louha
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States of America
- * E-mail:
| | - Richard J. Meinersmann
- USDA Agricultural Research Service, U.S. National Poultry Research Center, Athens, GA, United States of America
| | - Travis C. Glenn
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States of America
- Department of Environmental Health Science, University of Georgia, Athens, GA, United States of America
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SantaLucia J, Sozhamannan S, Gans JD, Koehler JW, Soong R, Lin NJ, Xie G, Olson V, Roth K, Beck L. Appendix Q: Recommendations for Developing Molecular Assays for Microbial Pathogen Detection Using Modern In Silico Approaches. J AOAC Int 2020; 103:882-899. [PMID: 33241357 PMCID: PMC8370429 DOI: 10.1093/jaoacint/qsaa045] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 03/19/2020] [Indexed: 11/13/2022]
Affiliation(s)
| | - Shanmuga Sozhamannan
- Logistics Management Institute supporting Defense Biological Product Assurance Office (DBPAO), Joint Project Leads (JPL) Chemical, Biological, Radiological, and Nuclear Defense (CBRND) Enabling Biotechnologies (EB)
| | | | - Jeffrey W Koehler
- U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID)
| | | | - Nancy J Lin
- National Institute of Standards and Technology (NIST)
| | - Gary Xie
- Los Alamos National Laboratory (LANL)
| | | | | | - Linda Beck
- Joint Research and Development, Inc. (JRAD) supporting Joint Program Executive Office (JPEO) JPL CBRND EB; Deputy Under Secretary of the Army, Test and Evaluation (DUSA TE)
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Bao YJ, Shapiro BJ, Lee SW, Ploplis VA, Castellino FJ. Phenotypic differentiation of Streptococcus pyogenes populations is induced by recombination-driven gene-specific sweeps. Sci Rep 2016; 6:36644. [PMID: 27821851 PMCID: PMC5099688 DOI: 10.1038/srep36644] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Accepted: 10/13/2016] [Indexed: 01/05/2023] Open
Abstract
Genomic recombination plays an important role in driving adaptive evolution and population differentiation in bacteria. However, controversy exists as to the effects of recombination on population diversity and differentiation, i.e., recombination is frequent enough to sweep through the population at selected gene loci (gene-specific sweeps), or the recombination rate is low without interfering genome-wide selective sweeps. Observations supporting either view are sparse. Pathogenic bacteria causing infectious diseases are promising candidates to provide observations of recombination. However, phenotype-associated differentiations are usually vague among them due to diverse disease manifestations. Here we report a population genomic study of the group A Streptococcus pyogenes (GAS), a human pathogen with highly recombining genomes. By employing a genome-wide association study on single nucleotide polymorphisms (SNPs), we demonstrate a phenotypic differentiation of GAS, represented by separate clustering of two sublineages associated with niche-specific infections, i.e., skin infection and pharyngitis-induced acute rheumatic fever. By quantifying SNPs associated with the differentiation in a statistical and phylogenetic context, we propose that the phenotype-associated differentiation arose through recombination-driven gene-specific sweeps, rather than genome-wide sweeps. Our work provides a novel paradigm of phenotype-associated differentiation induced by gene-specific sweeps in a human pathogen and has implications for understanding of driving forces of bacterial evolution.
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Affiliation(s)
- Yun-Juan Bao
- W.M. Keck Center for Transgene Research, University of Notre Dame, Notre Dame, IN 46556, USA
| | - B Jesse Shapiro
- Département de Sciences Biologiques, Université de Montréal, Montréal, QC H3C 3J7, Canada
| | - Shaun W Lee
- W.M. Keck Center for Transgene Research, University of Notre Dame, Notre Dame, IN 46556, USA.,Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Victoria A Ploplis
- W.M. Keck Center for Transgene Research, University of Notre Dame, Notre Dame, IN 46556, USA.,Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Francis J Castellino
- W.M. Keck Center for Transgene Research, University of Notre Dame, Notre Dame, IN 46556, USA.,Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA
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Read TD, Massey RC. Characterizing the genetic basis of bacterial phenotypes using genome-wide association studies: a new direction for bacteriology. Genome Med 2014; 6:109. [PMID: 25593593 PMCID: PMC4295408 DOI: 10.1186/s13073-014-0109-z] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Genome-wide association studies (GWASs) have become an increasingly important approach for eukaryotic geneticists, facilitating the identification of hundreds of genetic polymorphisms that are responsible for inherited diseases. Despite the relative simplicity of bacterial genomes, the application of GWASs to identify polymorphisms responsible for important bacterial phenotypes has only recently been made possible through advances in genome sequencing technologies. Bacterial GWASs are now about to come of age thanks to the availability of massive datasets, and because of the potential to bridge genomics and traditional genetic approaches that is provided by improving validation strategies. A small number of pioneering GWASs in bacteria have been published in the past 2 years, examining from 75 to more than 3,000 strains. The experimental designs have been diverse, taking advantage of different processes in bacteria for generating variation. Analysis of data from bacterial GWASs can, to some extent, be performed using software developed for eukaryotic systems, but there are important differences in genome evolution that must be considered. The greatest experimental advantage of bacterial GWASs is the potential to perform downstream validation of causality and dissection of mechanism. We review the recent advances and remaining challenges in this field and propose strategies to improve the validation of bacterial GWASs.
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Affiliation(s)
- Timothy D Read
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA ; Department of Human Genetics, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Ruth C Massey
- Department of Biology and Biochemistry, University of Bath, Bath, BA2 7AY UK
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