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Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins

Bacillus cereus and B. thuringiensis are closely related species that are relevant to foodborne diseases and biopesticides, respectively. Unambiguous differentiation of these two species is crucial for bacterial taxonomy. As genome analysis offers an objective but time-consuming classification of B....

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Autores principales: Chen, Minling, Wei, Xianhu, Zhang, Junhui, Zhou, Huan, Chen, Nuo, Wang, Juan, Feng, Ying, Yu, Shubo, Zhang, Jumei, Wu, Shi, Ye, Qinghua, Pang, Rui, Ding, Yu, Wu, Qingping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146703/
https://www.ncbi.nlm.nih.gov/pubmed/35630362
http://dx.doi.org/10.3390/microorganisms10050918
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author Chen, Minling
Wei, Xianhu
Zhang, Junhui
Zhou, Huan
Chen, Nuo
Wang, Juan
Feng, Ying
Yu, Shubo
Zhang, Jumei
Wu, Shi
Ye, Qinghua
Pang, Rui
Ding, Yu
Wu, Qingping
author_facet Chen, Minling
Wei, Xianhu
Zhang, Junhui
Zhou, Huan
Chen, Nuo
Wang, Juan
Feng, Ying
Yu, Shubo
Zhang, Jumei
Wu, Shi
Ye, Qinghua
Pang, Rui
Ding, Yu
Wu, Qingping
author_sort Chen, Minling
collection PubMed
description Bacillus cereus and B. thuringiensis are closely related species that are relevant to foodborne diseases and biopesticides, respectively. Unambiguous differentiation of these two species is crucial for bacterial taxonomy. As genome analysis offers an objective but time-consuming classification of B. cereus and B. thuringiensis, in the present study, matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) was used to accelerate this process. By combining in silico genome analysis and MALDI-TOF MS measurements, four species-specific peaks of B. cereus and B. thuringiensis were screened and identified. The species-specific peaks of B. cereus were m/z 3211, 6427, 9188, and 9214, and the species-specific peaks of B. thuringiensis were m/z 3218, 6441, 9160, and 9229. All the above peaks represent ribosomal proteins, which are conserved and consistent with the phylogenetic relationship between B. cereus and B. thuringiensis. The specificity of the peaks was robustly verified using common foodborne pathogens. Thus, we concluded that genome-guided MALDI-TOF MS allows high-throughput differentiation of B. cereus and B. thuringiensis and provides a framework for differentiating other closely related species.
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spelling pubmed-91467032022-05-29 Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins Chen, Minling Wei, Xianhu Zhang, Junhui Zhou, Huan Chen, Nuo Wang, Juan Feng, Ying Yu, Shubo Zhang, Jumei Wu, Shi Ye, Qinghua Pang, Rui Ding, Yu Wu, Qingping Microorganisms Article Bacillus cereus and B. thuringiensis are closely related species that are relevant to foodborne diseases and biopesticides, respectively. Unambiguous differentiation of these two species is crucial for bacterial taxonomy. As genome analysis offers an objective but time-consuming classification of B. cereus and B. thuringiensis, in the present study, matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS) was used to accelerate this process. By combining in silico genome analysis and MALDI-TOF MS measurements, four species-specific peaks of B. cereus and B. thuringiensis were screened and identified. The species-specific peaks of B. cereus were m/z 3211, 6427, 9188, and 9214, and the species-specific peaks of B. thuringiensis were m/z 3218, 6441, 9160, and 9229. All the above peaks represent ribosomal proteins, which are conserved and consistent with the phylogenetic relationship between B. cereus and B. thuringiensis. The specificity of the peaks was robustly verified using common foodborne pathogens. Thus, we concluded that genome-guided MALDI-TOF MS allows high-throughput differentiation of B. cereus and B. thuringiensis and provides a framework for differentiating other closely related species. MDPI 2022-04-27 /pmc/articles/PMC9146703/ /pubmed/35630362 http://dx.doi.org/10.3390/microorganisms10050918 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Minling
Wei, Xianhu
Zhang, Junhui
Zhou, Huan
Chen, Nuo
Wang, Juan
Feng, Ying
Yu, Shubo
Zhang, Jumei
Wu, Shi
Ye, Qinghua
Pang, Rui
Ding, Yu
Wu, Qingping
Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins
title Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins
title_full Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins
title_fullStr Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins
title_full_unstemmed Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins
title_short Differentiation of Bacillus cereus and Bacillus thuringiensis Using Genome-Guided MALDI-TOF MS Based on Variations in Ribosomal Proteins
title_sort differentiation of bacillus cereus and bacillus thuringiensis using genome-guided maldi-tof ms based on variations in ribosomal proteins
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146703/
https://www.ncbi.nlm.nih.gov/pubmed/35630362
http://dx.doi.org/10.3390/microorganisms10050918
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