<it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulence

<p>Abstract</p> <p>Background</p> <p>Many approaches have been used to study the evolution, population structure and genetic diversity of <it>Escherichia coli </it>O157:H7; however, observations made with different genotyping systems are not easily relatable...

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Main Authors: Karmali Mohamed A, Zhang Yongxiang, Taboada Eduardo N, Buchanan Cody, Laing Chad R, Thomas James E, Gannon Victor PJ
Format: Article
Language:English
Published: BMC 2009-06-01
Series:BMC Genomics
Online Access:http://www.biomedcentral.com/1471-2164/10/287
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spelling doaj-3ce60181b392443fa4b596759216ac772020-11-24T21:22:35ZengBMCBMC Genomics1471-21642009-06-0110128710.1186/1471-2164-10-287<it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulenceKarmali Mohamed AZhang YongxiangTaboada Eduardo NBuchanan CodyLaing Chad RThomas James EGannon Victor PJ<p>Abstract</p> <p>Background</p> <p>Many approaches have been used to study the evolution, population structure and genetic diversity of <it>Escherichia coli </it>O157:H7; however, observations made with different genotyping systems are not easily relatable to each other. Three genetic lineages of <it>E. coli </it>O157:H7 designated I, II and I/II have been identified using octamer-based genome scanning and microarray comparative genomic hybridization (mCGH). Each lineage contains significant phenotypic differences, with lineage I strains being the most commonly associated with human infections. Similarly, a clade of hyper-virulent O157:H7 strains implicated in the 2006 spinach and lettuce outbreaks has been defined using single-nucleotide polymorphism (SNP) typing. In this study an <it>in silico </it>comparison of six different genotyping approaches was performed on 19 <it>E. coli </it>genome sequences from 17 O157:H7 strains and single O145:NM and K12 MG1655 strains to provide an overall picture of diversity of the <it>E. coli </it>O157:H7 population, and to compare genotyping methods for O157:H7 strains.</p> <p>Results</p> <p><it>In silico </it>determination of lineage, Shiga-toxin bacteriophage integration site, comparative genomic fingerprint, mCGH profile, novel region distribution profile, SNP type and multi-locus variable number tandem repeat analysis type was performed and a supernetwork based on the combination of these methods was produced. This supernetwork showed three distinct clusters of strains that were O157:H7 lineage-specific, with the SNP-based hyper-virulent clade 8 synonymous with O157:H7 lineage I/II. Lineage I/II/clade 8 strains clustered closest on the supernetwork to <it>E. coli </it>K12 and <it>E. coli </it>O55:H7, O145:NM and sorbitol-fermenting O157 strains.</p> <p>Conclusion</p> <p>The results of this study highlight the similarities in relationships derived from multi-locus genome sampling methods and suggest a "common genotyping language" may be devised for population genetics and epidemiological studies. Future genotyping methods should provide data that can be stored centrally and accessed locally in an easily transferable, informative and extensible format based on comparative genomic analyses.</p> http://www.biomedcentral.com/1471-2164/10/287
collection DOAJ
language English
format Article
sources DOAJ
author Karmali Mohamed A
Zhang Yongxiang
Taboada Eduardo N
Buchanan Cody
Laing Chad R
Thomas James E
Gannon Victor PJ
spellingShingle Karmali Mohamed A
Zhang Yongxiang
Taboada Eduardo N
Buchanan Cody
Laing Chad R
Thomas James E
Gannon Victor PJ
<it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulence
BMC Genomics
author_facet Karmali Mohamed A
Zhang Yongxiang
Taboada Eduardo N
Buchanan Cody
Laing Chad R
Thomas James E
Gannon Victor PJ
author_sort Karmali Mohamed A
title <it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulence
title_short <it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulence
title_full <it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulence
title_fullStr <it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulence
title_full_unstemmed <it>In silico </it>genomic analyses reveal three distinct lineages of <it>Escherichia coli </it>O157:H7, one of which is associated with hyper-virulence
title_sort <it>in silico </it>genomic analyses reveal three distinct lineages of <it>escherichia coli </it>o157:h7, one of which is associated with hyper-virulence
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2009-06-01
description <p>Abstract</p> <p>Background</p> <p>Many approaches have been used to study the evolution, population structure and genetic diversity of <it>Escherichia coli </it>O157:H7; however, observations made with different genotyping systems are not easily relatable to each other. Three genetic lineages of <it>E. coli </it>O157:H7 designated I, II and I/II have been identified using octamer-based genome scanning and microarray comparative genomic hybridization (mCGH). Each lineage contains significant phenotypic differences, with lineage I strains being the most commonly associated with human infections. Similarly, a clade of hyper-virulent O157:H7 strains implicated in the 2006 spinach and lettuce outbreaks has been defined using single-nucleotide polymorphism (SNP) typing. In this study an <it>in silico </it>comparison of six different genotyping approaches was performed on 19 <it>E. coli </it>genome sequences from 17 O157:H7 strains and single O145:NM and K12 MG1655 strains to provide an overall picture of diversity of the <it>E. coli </it>O157:H7 population, and to compare genotyping methods for O157:H7 strains.</p> <p>Results</p> <p><it>In silico </it>determination of lineage, Shiga-toxin bacteriophage integration site, comparative genomic fingerprint, mCGH profile, novel region distribution profile, SNP type and multi-locus variable number tandem repeat analysis type was performed and a supernetwork based on the combination of these methods was produced. This supernetwork showed three distinct clusters of strains that were O157:H7 lineage-specific, with the SNP-based hyper-virulent clade 8 synonymous with O157:H7 lineage I/II. Lineage I/II/clade 8 strains clustered closest on the supernetwork to <it>E. coli </it>K12 and <it>E. coli </it>O55:H7, O145:NM and sorbitol-fermenting O157 strains.</p> <p>Conclusion</p> <p>The results of this study highlight the similarities in relationships derived from multi-locus genome sampling methods and suggest a "common genotyping language" may be devised for population genetics and epidemiological studies. Future genotyping methods should provide data that can be stored centrally and accessed locally in an easily transferable, informative and extensible format based on comparative genomic analyses.</p>
url http://www.biomedcentral.com/1471-2164/10/287
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