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...
Main Authors: | , , , , , , , , , , |
---|---|
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 |
id |
doaj-cbb64ac368724a3a92e1c2e27ff91aaa |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT codyjbuchanan agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT codyjbuchanan agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT andrewlwebb agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT stevenkmutschall agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT peterkruczkiewicz agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT dillonorbarker agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT dillonorbarker agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT benjaminmhetman agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT victorpjgannon agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT dwadeabbott agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT jamesethomas agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT gdouglasinglis agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT eduardontaboada agenomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT codyjbuchanan genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT codyjbuchanan genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT andrewlwebb genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT stevenkmutschall genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT peterkruczkiewicz genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT dillonorbarker genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT dillonorbarker genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT benjaminmhetman genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT victorpjgannon genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT dwadeabbott genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT jamesethomas genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT gdouglasinglis genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains AT eduardontaboada genomewideassociationstudytoidentifydiagnosticmarkersforhumanpathogeniccampylobacterjejunistrains |
_version_ |
1725704465923702784 |