A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains

Campylobacter jejuni is a leading human enteric pathogen worldwide and despite an improved understanding of its biology, ecology, and epidemiology, limited tools exist for identifying strains that are likely to cause disease. In the current study, we used subtyping data in a database representing ov...

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Main Authors: Cody J. Buchanan, Andrew L. Webb, Steven K. Mutschall, Peter Kruczkiewicz, Dillon O. R. Barker, Benjamin M. Hetman, Victor P. J. Gannon, D. Wade Abbott, James E. Thomas, G. Douglas Inglis, Eduardo N. Taboada
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-06-01
Series:Frontiers in Microbiology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fmicb.2017.01224/full
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spelling doaj-cbb64ac368724a3a92e1c2e27ff91aaa2020-11-24T22:40:34ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2017-06-01810.3389/fmicb.2017.01224257262A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni StrainsCody J. Buchanan0Cody J. Buchanan1Andrew L. Webb2Steven K. Mutschall3Peter Kruczkiewicz4Dillon O. R. Barker5Dillon O. R. Barker6Benjamin M. Hetman7Victor P. J. Gannon8D. Wade Abbott9James E. Thomas10G. Douglas Inglis11Eduardo N. Taboada12National Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaDepartment of Biological Sciences, University of Lethbridge, LethbridgeAB, CanadaNational Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaNational Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaNational Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaNational Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaDepartment of Biological Sciences, University of Lethbridge, LethbridgeAB, CanadaNational Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaNational Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaLethbridge Research and Development Centre, Agriculture and Agri-Food Canada, LethbridgeAB, CanadaDepartment of Biological Sciences, University of Lethbridge, LethbridgeAB, CanadaLethbridge Research and Development Centre, Agriculture and Agri-Food Canada, LethbridgeAB, CanadaNational Microbiology Laboratory at Lethbridge, Public Health Agency of Canada, LethbridgeAB, CanadaCampylobacter jejuni is a leading human enteric pathogen worldwide and despite an improved understanding of its biology, ecology, and epidemiology, limited tools exist for identifying strains that are likely to cause disease. In the current study, we used subtyping data in a database representing over 24,000 isolates collected through various surveillance projects in Canada to identify 166 representative genomes from prevalent C. jejuni subtypes for whole genome sequencing. The sequence data was used in a genome-wide association study (GWAS) aimed at identifying accessory gene markers associated with clinically related C. jejuni subtypes. Prospective markers (n = 28) were then validated against a large number (n = 3,902) of clinically associated and non-clinically associated genomes from a variety of sources. A total of 25 genes, including six sets of genetically linked genes, were identified as robust putative diagnostic markers for clinically related C. jejuni subtypes. Although some of the genes identified in this study have been previously shown to play a role in important processes such as iron acquisition and vitamin B5 biosynthesis, others have unknown function or are unique to the current study and warrant further investigation. As few as four of these markers could be used in combination to detect up to 90% of clinically associated isolates in the validation dataset, and such markers could form the basis for a screening assay to rapidly identify strains that pose an increased risk to public health. The results of the current study are consistent with the notion that specific groups of C. jejuni strains of interest are defined by the presence of specific accessory genes.http://journal.frontiersin.org/article/10.3389/fmicb.2017.01224/fullCampylobacter jejunigenome sequencegenome-wide association studyclinical associationmolecular marker discoverylinkage analysis
collection DOAJ
language English
format Article
sources DOAJ
author Cody J. Buchanan
Cody J. Buchanan
Andrew L. Webb
Steven K. Mutschall
Peter Kruczkiewicz
Dillon O. R. Barker
Dillon O. R. Barker
Benjamin M. Hetman
Victor P. J. Gannon
D. Wade Abbott
James E. Thomas
G. Douglas Inglis
Eduardo N. Taboada
spellingShingle Cody J. Buchanan
Cody J. Buchanan
Andrew L. Webb
Steven K. Mutschall
Peter Kruczkiewicz
Dillon O. R. Barker
Dillon O. R. Barker
Benjamin M. Hetman
Victor P. J. Gannon
D. Wade Abbott
James E. Thomas
G. Douglas Inglis
Eduardo N. Taboada
A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains
Frontiers in Microbiology
Campylobacter jejuni
genome sequence
genome-wide association study
clinical association
molecular marker discovery
linkage analysis
author_facet Cody J. Buchanan
Cody J. Buchanan
Andrew L. Webb
Steven K. Mutschall
Peter Kruczkiewicz
Dillon O. R. Barker
Dillon O. R. Barker
Benjamin M. Hetman
Victor P. J. Gannon
D. Wade Abbott
James E. Thomas
G. Douglas Inglis
Eduardo N. Taboada
author_sort Cody J. Buchanan
title A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains
title_short A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains
title_full A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains
title_fullStr A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains
title_full_unstemmed A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains
title_sort genome-wide association study to identify diagnostic markers for human pathogenic campylobacter jejuni strains
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2017-06-01
description Campylobacter jejuni is a leading human enteric pathogen worldwide and despite an improved understanding of its biology, ecology, and epidemiology, limited tools exist for identifying strains that are likely to cause disease. In the current study, we used subtyping data in a database representing over 24,000 isolates collected through various surveillance projects in Canada to identify 166 representative genomes from prevalent C. jejuni subtypes for whole genome sequencing. The sequence data was used in a genome-wide association study (GWAS) aimed at identifying accessory gene markers associated with clinically related C. jejuni subtypes. Prospective markers (n = 28) were then validated against a large number (n = 3,902) of clinically associated and non-clinically associated genomes from a variety of sources. A total of 25 genes, including six sets of genetically linked genes, were identified as robust putative diagnostic markers for clinically related C. jejuni subtypes. Although some of the genes identified in this study have been previously shown to play a role in important processes such as iron acquisition and vitamin B5 biosynthesis, others have unknown function or are unique to the current study and warrant further investigation. As few as four of these markers could be used in combination to detect up to 90% of clinically associated isolates in the validation dataset, and such markers could form the basis for a screening assay to rapidly identify strains that pose an increased risk to public health. The results of the current study are consistent with the notion that specific groups of C. jejuni strains of interest are defined by the presence of specific accessory genes.
topic Campylobacter jejuni
genome sequence
genome-wide association study
clinical association
molecular marker discovery
linkage analysis
url http://journal.frontiersin.org/article/10.3389/fmicb.2017.01224/full
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