Spanish Outbreak Isolates Bridge Phylogenies of European and American Bacillus anthracis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Growth of B. anthracis and Extraction of DNA from Inactivated Culture Material
2.2. Whole Genome Sequencing
2.3. Analysis of Whole Genome Sequencing Data–SNP Calling
2.4. Interrogation of SNPs via PCR by Relative Ct Value Analysis (Delayed Mismatch Amplification Assay)
3. Results
3.1. Recent Outbreaks of B. anthracis in West Central and Central Spain
3.2. A B. anthracis Lineage Comprising Strains from Spain Constitutes a Sister Clade to a Clade of North American Strains
3.3. Relationships among Spanish B. anthracis Strains and with Their Relatives from Europe, Africa and America
3.4. Confirmation of Results by SNP Discriminating PCR Assays (DMAA)
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Turnbull, P.C.; World Health Organization. Anthrax in Humans and Animals; WHO Press: Geneva, Switzerland, 2008.
- Sahl, J.W.; Pearson, T.; Okinaka, R.; Schupp, J.M.; Gillece, J.D.; Heaton, H.; Birdsell, D.; Hepp, C.; Fofanov, V.; Noseda, R.; et al. A Bacillus anthracis Genome Sequence from the Sverdlovsk 1979 Autopsy Specimens. MBio 2016, 7, e01501-16. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Antwerpen, M.; Beyer, W.; Bassy, O.; Ortega-García, M.V.; Cabria-Ramos, J.C.; Grass, G.; Wölfel, R. Phylogenetic Placement of Isolates within the Trans-Eurasian Clade A.Br.008/009 of Bacillus anthracis. Microorganisms 2019, 7, 689. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Girault, G.; Blouin, Y.; Vergnaud, G.; Derzelle, S. High-Throughput Sequencing of Bacillus anthracis in France: Investigating Genome Diversity and Population Structure Using Whole-Genome SNP Discovery. BMC Genom. 2014, 15, 288. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kenefic, L.J.; Pearson, T.; Okinaka, R.T.; Schupp, J.M.; Wagner, D.M.; Ravel, J.; Hoffmaster, A.R.; Trim, C.P.; Chung, W.-K.; Beaudry, J.A.; et al. Pre-Columbian Origins for North American Anthrax. PLoS ONE 2009, 4, e4813. [Google Scholar] [CrossRef]
- Vergnaud, G.; Girault, G.; Thierry, S.; Pourcel, C.; Madani, N.; Blouin, Y. Comparison of French and Worldwide Bacillus anthracis Strains Favors a Recent, Post-Columbian Origin of the Predominant North-American Clade. PLoS ONE 2016, 11, e0146216. [Google Scholar] [CrossRef] [Green Version]
- Van Ert, M.N.; Easterday, W.R.; Huynh, L.Y.; Okinaka, R.T.; Hugh-Jones, M.E.; Ravel, J.; Zanecki, S.R.; Pearson, T.; Simonson, T.S.; U’Ren, J.M.; et al. Global Genetic Population Structure of Bacillus anthracis. PLoS ONE 2007, 2, e461. [Google Scholar] [CrossRef] [Green Version]
- Schmieder, R.; Edwards, R. Quality Control and Preprocessing of Metagenomic Datasets. Bioinformatics 2011, 27, 863–864. [Google Scholar] [CrossRef] [Green Version]
- Wood, D.E.; Salzberg, S.L. Kraken: Ultrafast Metagenomic Sequence Classification Using Exact Alignments. Genome Biol. 2014, 15, R46. [Google Scholar] [CrossRef] [Green Version]
- Bankevich, A.; Nurk, S.; Antipov, D.; Gurevich, A.A.; Dvorkin, M.; Kulikov, A.S.; Lesin, V.M.; Nikolenko, S.I.; Pham, S.; Prjibelski, A.D.; et al. SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing. J. Comput. Biol. 2012, 19, 455–477. [Google Scholar] [CrossRef] [Green Version]
- Walker, B.J.; Abeel, T.; Shea, T.; Priest, M.; Abouelliel, A.; Sakthikumar, S.; Cuomo, C.A.; Zeng, Q.; Wortman, J.; Young, S.K.; et al. Pilon: An Integrated Tool for Comprehensive Microbial Variant Detection and Genome Assembly Improvement. PLoS ONE 2014, 9, e112963. [Google Scholar] [CrossRef]
- Gurevich, A.; Saveliev, V.; Vyahhi, N.; Tesler, G. QUAST: Quality Assessment Tool for Genome Assemblies. Bioinformatics 2013, 29, 1072–1075. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Seemann, T. Prokka: Rapid Prokaryotic Genome Annotation. Bioinformatics 2014, 30, 2068–2069. [Google Scholar] [CrossRef] [Green Version]
- Treangen, T.J.; Ondov, B.D.; Koren, S.; Phillippy, A.M. The Harvest Suite for Rapid Core-Genome Alignment and Visualization of Thousands of Intraspecific Microbial Genomes. Genome Biol. 2014, 15, 524. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kumar, S.; Stecher, G.; Li, M.; Knyaz, C.; Tamura, K. MEGA X: Molecular Evolutionary Genetics Analysis across Computing Platforms. Mol. Biol. Evol. 2018, 35, 1547–1549. [Google Scholar] [CrossRef]
- Tamura, K.; Nei, M. Estimation of the Number of Nucleotide Substitutions in the Control Region of Mitochondrial DNA in Humans and Chimpanzees. Mol. Biol. Evol. 1993, 10, 512–526. [Google Scholar] [PubMed] [Green Version]
- Schliep, K.P. Phangorn: Phylogenetic Analysis in R. Bioinformatics 2011, 27, 592–593. [Google Scholar] [CrossRef] [Green Version]
- Braun, P.; Grass, G.; Aceti, A.; Serrecchia, L.; Affuso, A.; Marino, L.; Grimaldi, S.; Pagano, S.; Hanczaruk, M.; Georgi, E.; et al. Microevolution of Anthrax from a Young Ancestor (M.A.Y.A.) Suggests a Soil-Borne Life Cycle of Bacillus anthracis. PLoS ONE 2015, 10, e0135346. [Google Scholar] [CrossRef]
- Keim, P.; Kalif, A.; Schupp, J.; Hill, K.; Travis, S.E.; Richmond, K.; Adair, D.M.; Hugh-Jones, M.; Kuske, C.R.; Jackson, P. Molecular Evolution and Diversity in Bacillus anthracis as Detected by Amplified Fragment Length Polymorphism Markers. J. Bacteriol. 1997, 179, 818–824. [Google Scholar] [CrossRef] [Green Version]
- Vergnaud, G. Bacillus anthracis Evolutionary History: Taking Advantage of the Topology of the Phylogenetic Tree and of Human History to Propose Dating Points. Erciyes Med. J. 2020, 42, 362–369. [Google Scholar] [CrossRef]
- Roca Barea, M.E. El Imperio Viejo y El Imperio Nuevo: De La Guerra de Cuba a La Revisión Histórica. Siglos XX y XXI. A Modo de Conclusión En Imperiofobia y Leyenda Negra, 29th ed.; Siruela: Madrid, Spain, 2021. [Google Scholar]
- Roca Barea, M.E. América En Imperiofobia y Leyenda Negra, 29th ed.; Siruela: Madrid, Spain, 2021. [Google Scholar]
- Diamond, J. Guns, Germs, and Steel: The Fates of Human Societies, 1st ed.; W.W. Norton: New York, NY, USA, 1997; ISBN 0-393-03891-2. [Google Scholar]
- Shevtsov, A.; Lukhnova, L.; Izbanova, U.; Vernadet, J.-P.; Kuibagarov, M.; Amirgazin, A.; Ramankulov, Y.; Vergnaud, G. Bacillus anthracis Phylogeography: New Clues from Kazakhstan, Central Asia. Front. Microbiol. 2021, 12, 3797. [Google Scholar] [CrossRef]
- Bassy, O.; Jimenez-Mateo, O.; Ortega, M.V.; Granja, C.; Cabria, J.C. Rapid Identification of Bacillus anthracis by Real-Time PCR with Dual Hybridization Probes in Environmental Swabs. Mol. Cell. Probes 2018, 37, 22–27. [Google Scholar] [CrossRef] [PubMed]
- Keim, P.; Grunow, R.; Vipond, R.; Grass, G.; Hoffmaster, A.; Birdsell, D.N.; Klee, S.R.; Pullan, S.; Antwerpen, M.; Bayer, B.N.; et al. Whole Genome Analysis of Injectional Anthrax Identifies Two Disease Clusters Spanning More than 13 Years. EBioMedicine 2015, 2, 1613–1618. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Abdel-Glil, M.Y.; Chiaverini, A.; Garofolo, G.; Fasanella, A.; Parisi, A.; Harmsen, D.; Jolley, K.A.; Elschner, M.C.; Tomaso, H.; Linde, J.; et al. A Whole-Genome-Based Gene-by-Gene Typing System for Standardized High-Resolution Strain Typing of Bacillus anthracis. J. Clin. Microbiol. 2021, 59, e0288920. [Google Scholar] [CrossRef] [PubMed]
- Saggese, M.D.; Noseda, R.P.; Uhart, M.M.; Deem, S.L.; Ferreyra, H.; Romano, M.C.; Ferreyra-Armas, M.C.; Hugh-Jones, M. First Detection of Bacillus anthracis in Feces of Free-Ranging Raptors from Central Argentina. J. Wildl. Dis. 2007, 43, 136–141. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Pearson, T. Phylogenetic Discovery Bias in Bacillus anthracis Using Single-Nucleotide Polymorphisms from Whole-Genome Sequencing. Proc. Natl. Acad. Sci. USA 2004, 101, 13536–13541. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Strain Designation 2 | Region of Isolation (Province) | Farm Code | Host |
---|---|---|---|
21/868 | Ciudad Real (Ciudad Real) | A | Cattle |
21/874 | Navalvillar de Pela (Badajoz) | 1 | Horse |
21/878 | Navalvillar de Pela (Badajoz) | 3 | Horse |
21/878-2 | Casas de Don Pedro (Badajoz) | 2 | Cattle |
21/890-8 | Navalvillar de Pela (Badajoz) | 5 | Cattle |
21/890-9 | Navalvillar de Pela (Badajoz) | 4 | Cattle |
21/891-2 | Navalvillar de Pela (Badajoz) | 7 | Horse |
21/903-1 | Talarrubias (Badajoz) | 9 | Cattle |
21/903-6 | Navalvillar de Pela (Badajoz) | 4 | Cattle |
21/905-13 | Navalvillar de Pela (Badajoz) | 5 | Pig |
21/918-3 | Talarrubias (Badajoz) | 9 | Cattle |
21/920-1 | Logrosán (Cáceres) | 12 | Cattle |
21/920-14 | Navalvillar de Pela (Badajoz) | 5 | Pig |
21/924-2 | Acedera (Badajoz) | 13 | Cattle |
21/925-5 | Acedera (Badajoz) | 13 | Cattle |
21/926-3 | Logrosan (Cáceres) | 17 | Cattle |
21/926-5 | Garbayuela (Badajoz) | 18 | Cattle |
21/926-9 | Navalvillar de Pela (Badajoz) | 15 | Cattle |
21/926-22 | Mérida (Badajoz) | 14 | Cattle |
21/933-1 | Logrosán (Cáceres) | 17 | Cattle |
21/940-6 | Acedera (Badajoz) | 13 | Cattle |
21/940-10 | Logrosán (Cáceres) | 8 | Cattle |
21/940-19 | Navalvillar de Pela (Badajoz) | n.d. | Wild boar |
21/955-9 | Garbayuela (Badajoz) | 18 | Cattle |
21/984-4 | Logrosán (Cáceres) | 19 | Cattle |
21/997-5 | Acedera (Badajoz) | 20 | Horse |
21/1088-3 | Villanueva de la Serena (Badajoz) | 21 | Cattle |
21/1088-10 | Don Benito (Badajoz) | 22 | Cattle |
21/1198-6 | Madrigalejo (Cáceres) | 23 | Cattle |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Bassy, O.; Antwerpen, M.; Ortega-García, M.V.; Ortega-Sánchez, M.J.; Bouzada, J.A.; Cabria-Ramos, J.C.; Grass, G. Spanish Outbreak Isolates Bridge Phylogenies of European and American Bacillus anthracis. Microorganisms 2023, 11, 889. https://doi.org/10.3390/microorganisms11040889
Bassy O, Antwerpen M, Ortega-García MV, Ortega-Sánchez MJ, Bouzada JA, Cabria-Ramos JC, Grass G. Spanish Outbreak Isolates Bridge Phylogenies of European and American Bacillus anthracis. Microorganisms. 2023; 11(4):889. https://doi.org/10.3390/microorganisms11040889
Chicago/Turabian StyleBassy, Olga, Markus Antwerpen, María Victoria Ortega-García, María Jesús Ortega-Sánchez, José Antonio Bouzada, Juan Carlos Cabria-Ramos, and Gregor Grass. 2023. "Spanish Outbreak Isolates Bridge Phylogenies of European and American Bacillus anthracis" Microorganisms 11, no. 4: 889. https://doi.org/10.3390/microorganisms11040889
APA StyleBassy, O., Antwerpen, M., Ortega-García, M. V., Ortega-Sánchez, M. J., Bouzada, J. A., Cabria-Ramos, J. C., & Grass, G. (2023). Spanish Outbreak Isolates Bridge Phylogenies of European and American Bacillus anthracis. Microorganisms, 11(4), 889. https://doi.org/10.3390/microorganisms11040889