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Abstract
Genome-wide association studies in bacteria have great potential to deliver a better understanding of the genetic basis of many biologically important phenotypes, including antibiotic resistance, pathogenicity, and host adaptation. Such studies need however to account for the specificities of bacterial genomics, especially in terms of population structure, homologous recombination, and genomic plasticity. A powerful way to tackle this challenge is to use a phylogenetic approach, which is based on long-standing methodology for the evolutionary analysis of bacterial genomic data. Here we present both the theoretical and practical aspects involved in the use of phylogenetic methods for bacterial genome-wide association studies.
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Affiliation(s)
- Xavier Didelot
- School of Life Sciences and Department of Statistics, University of Warwick, Coventry, UK.
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Dupuy V, Manso-Silván L, Barbe V, Thebault P, Dordet-Frisoni E, Citti C, Poumarat F, Blanchard A, Breton M, Sirand-Pugnet P, Thiaucourt F. Evolutionary history of contagious bovine pleuropneumonia using next generation sequencing of Mycoplasma mycoides Subsp. mycoides "Small Colony". PLoS One 2012; 7:e46821. [PMID: 23071648 PMCID: PMC3468273 DOI: 10.1371/journal.pone.0046821] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2012] [Accepted: 09/05/2012] [Indexed: 02/06/2023] Open
Abstract
Mycoplasma mycoides subsp. mycoides "Small Colony" (MmmSC) is responsible for contagious bovine pleuropneumonia (CBPP) in bovidae, a notifiable disease to the World Organization for Animal Health (OIE). Although its origin is not documented, the disease was known in Europe in 1773. It reached nearly world-wide distribution in the 19(th) century through the cattle trade and was eradicated from most continents by stamping-out policies. During the 20(th) century it persisted in Africa, and it reappeared sporadically in Southern Europe. Yet, classical epidemiology studies failed to explain the re-occurrence of the disease in Europe in the 1990s. The objectives of this study were to obtain a precise phylogeny of this pathogen, reconstruct its evolutionary history, estimate the date of its emergence, and determine the origin of the most recent European outbreaks. A large-scale genomic approach based on next-generation sequencing technologies was applied to construct a robust phylogeny of this extremely monomorphic pathogen by using 20 representative strains of various geographical origins. Sixty two polymorphic genes of the MmmSC core genome were selected, representing 83601 bp in total and resulting in 139 SNPs within the 20 strains. A robust phylogeny was obtained that identified a lineage specific to European strains; African strains were scattered in various branches. Bayesian analysis allowed dating the most recent common ancestor for MmmSC around 1700. The strains circulating in Sub-Saharan Africa today, however, were shown to descend from a strain that existed around 1810. MmmSC emerged recently, about 300 years ago, and was most probably exported from Europe to other continents, including Africa, during the 19(th) century. Its diversity is now greater in Africa, where CBPP is enzootic, than in Europe, where outbreaks occurred sporadically until 1999 and where CBPP may now be considered eradicated unless MmmSC remains undetected.
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Affiliation(s)
- Virginie Dupuy
- Centre International de Recherche en Agronomie pour le Développement, UMR CMAEE, Montpellier, France
| | - Lucía Manso-Silván
- Centre International de Recherche en Agronomie pour le Développement, UMR CMAEE, Montpellier, France
| | | | - Patricia Thebault
- Université de Bordeaux, Centre de bioinformatique et de génomique fonctionnelle, CBiB, Bordeaux, France
| | - Emilie Dordet-Frisoni
- Institut National de Recherche Agronomique, école vétérinaire de Toulouse UMR 1225, Toulouse, France
- Université de Toulouse, INP, ENVT, UMR1225, IHAP, Toulouse, France
| | - Christine Citti
- Institut National de Recherche Agronomique, école vétérinaire de Toulouse UMR 1225, Toulouse, France
- Université de Toulouse, INP, ENVT, UMR1225, IHAP, Toulouse, France
| | - François Poumarat
- Agence Nationale de Sécurité Sanitaire, Laboratoire de Lyon, UMR mycoplasmoses des ruminants, Lyon, France
| | - Alain Blanchard
- Université de Bordeaux, UMR1332, Villenave d'Ornon, France
- Institut National de Recherche Agronomique, UMR1332, Villenave d'Ornon, France
| | - Marc Breton
- Université de Bordeaux, UMR1332, Villenave d'Ornon, France
- Institut National de Recherche Agronomique, UMR1332, Villenave d'Ornon, France
| | - Pascal Sirand-Pugnet
- Université de Bordeaux, UMR1332, Villenave d'Ornon, France
- Institut National de Recherche Agronomique, UMR1332, Villenave d'Ornon, France
| | - François Thiaucourt
- Centre International de Recherche en Agronomie pour le Développement, UMR CMAEE, Montpellier, France
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Köser CU, Ellington MJ, Cartwright EJP, Gillespie SH, Brown NM, Farrington M, Holden MTG, Dougan G, Bentley SD, Parkhill J, Peacock SJ. Routine use of microbial whole genome sequencing in diagnostic and public health microbiology. PLoS Pathog 2012; 8:e1002824. [PMID: 22876174 PMCID: PMC3410874 DOI: 10.1371/journal.ppat.1002824] [Citation(s) in RCA: 370] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Affiliation(s)
- Claudio U Köser
- Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom.
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Bratcher HB, Bennett JS, Maiden MCJ. Evolutionary and genomic insights into meningococcal biology. Future Microbiol 2012; 7:873-85. [PMID: 22827308 PMCID: PMC3492750 DOI: 10.2217/fmb.12.62] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Epidemic disease caused by Neisseria meningitidis, the meningococcus, has been recognized for two centuries, but remains incompletely controlled and understood. There have been dramatic reductions in serogroup A and C meningococcal disease following the introduction of protein-polysaccharide conjugate vaccines, but there is currently no comprehensive vaccine against serogroup B meningococci. Genetic analyses of meningococcal populations have provided many insights into the biology, evolution and pathogenesis of this important pathogen. The meningococcus, and its close relative the gonococcus, are the only pathogenic members of the genus Neisseria, and the invasive propensity of meningococci varies widely, with approximately a dozen 'hyperinvasive lineages' responsible for most disease. Despite this, attempts to identify a 'pathogenome', a subset of genes associated with the invasive phenotypes, have failed; however, genome-wide studies of representative meningococcal isolates using high-throughput sequencing are beginning to provide details on the relationship of invasive phenotype and genotype in this fascinating organism and how this relationship has evolved.
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