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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492696/ https://www.ncbi.nlm.nih.gov/pubmed/28713351 http://dx.doi.org/10.3389/fmicb.2017.01224 |
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author | Buchanan, Cody J. Webb, Andrew L. Mutschall, Steven K. Kruczkiewicz, Peter Barker, Dillon O. R. Hetman, Benjamin M. Gannon, Victor P. J. Abbott, D. Wade Thomas, James E. Inglis, G. Douglas Taboada, Eduardo N. |
author_facet | Buchanan, Cody J. Webb, Andrew L. Mutschall, Steven K. Kruczkiewicz, Peter Barker, Dillon O. R. Hetman, Benjamin M. Gannon, Victor P. J. Abbott, D. Wade Thomas, James E. Inglis, G. Douglas Taboada, Eduardo N. |
author_sort | Buchanan, Cody J. |
collection | PubMed |
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 B(5) 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. |
format | Online Article Text |
id | pubmed-5492696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-54926962017-07-14 A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains Buchanan, Cody J. Webb, Andrew L. Mutschall, Steven K. Kruczkiewicz, Peter Barker, Dillon O. R. Hetman, Benjamin M. Gannon, Victor P. J. Abbott, D. Wade Thomas, James E. Inglis, G. Douglas Taboada, Eduardo N. Front Microbiol Microbiology 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 B(5) 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. Frontiers Media S.A. 2017-06-30 /pmc/articles/PMC5492696/ /pubmed/28713351 http://dx.doi.org/10.3389/fmicb.2017.01224 Text en Copyright © 2017 Buchanan, Webb, Mutschall, Kruczkiewicz, Barker, Hetman, Gannon, Abbott, Thomas, Inglis and Taboada. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Buchanan, Cody J. Webb, Andrew L. Mutschall, Steven K. Kruczkiewicz, Peter Barker, Dillon O. R. Hetman, Benjamin M. Gannon, Victor P. J. Abbott, D. Wade Thomas, James E. Inglis, G. Douglas Taboada, Eduardo N. A Genome-Wide Association Study to Identify Diagnostic Markers for Human Pathogenic Campylobacter jejuni Strains |
title | 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_short | 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 |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492696/ https://www.ncbi.nlm.nih.gov/pubmed/28713351 http://dx.doi.org/10.3389/fmicb.2017.01224 |
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