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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...

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Autores principales: Olson, Hannah G., Loy, John Dustin, Clawson, Michael L., Wynn, Emily L., Hille, Matthew M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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