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Genotype classification of Moraxella bovis using MALDI-TOF MS profiles
Moraxella bovis (M. bovis) is regarded as a causative agent of infectious bovine keratoconjunctivitis (IBK), the most common ocular disease of cattle. Recently, whole genome sequencing identified the presence of two distinct genotypes within M. bovis that differ in chromosome content, potential viru...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9772260/ https://www.ncbi.nlm.nih.gov/pubmed/36569069 http://dx.doi.org/10.3389/fmicb.2022.1057621 |
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author | Olson, Hannah G. Loy, John Dustin Clawson, Michael L. Wynn, Emily L. Hille, Matthew M. |
author_facet | Olson, Hannah G. Loy, John Dustin Clawson, Michael L. Wynn, Emily L. Hille, Matthew M. |
author_sort | Olson, Hannah G. |
collection | PubMed |
description | Moraxella bovis (M. bovis) is regarded as a causative agent of infectious bovine keratoconjunctivitis (IBK), the most common ocular disease of cattle. Recently, whole genome sequencing identified the presence of two distinct genotypes within M. bovis that differ in chromosome content, potential virulence factors, as well as prophage and plasmid profiles. It is unclear if the genotypes equally associate with IBK or if one is more likely to be isolated from IBK lesions. We utilized 39 strains of M. bovis that had previously undergone whole genome sequencing and genotype classification to determine the utility of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF) to accurately genotype M. bovis strains. We successfully developed two biomarker models that accurately classified strains according to genotype with an overall accuracy of 85.8–100% depending upon the model and sample preparation method used. These models provide a practical tool to enable studies of genotype associations with disease, allow for epidemiological studies at the sub-species level, and can be used to enhance disease prevention strategies. |
format | Online Article Text |
id | pubmed-9772260 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97722602022-12-23 Genotype classification of Moraxella bovis using MALDI-TOF MS profiles Olson, Hannah G. Loy, John Dustin Clawson, Michael L. Wynn, Emily L. Hille, Matthew M. Front Microbiol Microbiology Moraxella bovis (M. bovis) is regarded as a causative agent of infectious bovine keratoconjunctivitis (IBK), the most common ocular disease of cattle. Recently, whole genome sequencing identified the presence of two distinct genotypes within M. bovis that differ in chromosome content, potential virulence factors, as well as prophage and plasmid profiles. It is unclear if the genotypes equally associate with IBK or if one is more likely to be isolated from IBK lesions. We utilized 39 strains of M. bovis that had previously undergone whole genome sequencing and genotype classification to determine the utility of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF) to accurately genotype M. bovis strains. We successfully developed two biomarker models that accurately classified strains according to genotype with an overall accuracy of 85.8–100% depending upon the model and sample preparation method used. These models provide a practical tool to enable studies of genotype associations with disease, allow for epidemiological studies at the sub-species level, and can be used to enhance disease prevention strategies. Frontiers Media S.A. 2022-12-08 /pmc/articles/PMC9772260/ /pubmed/36569069 http://dx.doi.org/10.3389/fmicb.2022.1057621 Text en Copyright © 2022 Olson, Loy, Clawson, Wynn and Hille. https://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) and the copyright owner(s) 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 Olson, Hannah G. Loy, John Dustin Clawson, Michael L. Wynn, Emily L. Hille, Matthew M. Genotype classification of Moraxella bovis using MALDI-TOF MS profiles |
title | Genotype classification of Moraxella bovis using MALDI-TOF MS profiles |
title_full | Genotype classification of Moraxella bovis using MALDI-TOF MS profiles |
title_fullStr | Genotype classification of Moraxella bovis using MALDI-TOF MS profiles |
title_full_unstemmed | Genotype classification of Moraxella bovis using MALDI-TOF MS profiles |
title_short | Genotype classification of Moraxella bovis using MALDI-TOF MS profiles |
title_sort | genotype classification of moraxella bovis using maldi-tof ms profiles |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9772260/ https://www.ncbi.nlm.nih.gov/pubmed/36569069 http://dx.doi.org/10.3389/fmicb.2022.1057621 |
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