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Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation

β-lactamases, the enzymes responsible for resistance to β-lactam antibiotics, are widespread among prokaryotic genera. However, current β-lactamase classification schemes do not represent their present diversity. Here, we propose a workflow to identify and classify β-lactamases. Initially, a set of...

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Autores principales: Silveira, Melise Chaves, Azevedo da Silva, Rangeline, Faria da Mota, Fábio, Catanho, Marcos, Jardim, Rodrigo, R Guimarães, Ana Carolina, de Miranda, Antonio B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6131288/
https://www.ncbi.nlm.nih.gov/pubmed/30210232
http://dx.doi.org/10.1177/1176934318797351
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author Silveira, Melise Chaves
Azevedo da Silva, Rangeline
Faria da Mota, Fábio
Catanho, Marcos
Jardim, Rodrigo
R Guimarães, Ana Carolina
de Miranda, Antonio B
author_facet Silveira, Melise Chaves
Azevedo da Silva, Rangeline
Faria da Mota, Fábio
Catanho, Marcos
Jardim, Rodrigo
R Guimarães, Ana Carolina
de Miranda, Antonio B
author_sort Silveira, Melise Chaves
collection PubMed
description β-lactamases, the enzymes responsible for resistance to β-lactam antibiotics, are widespread among prokaryotic genera. However, current β-lactamase classification schemes do not represent their present diversity. Here, we propose a workflow to identify and classify β-lactamases. Initially, a set of curated sequences was used as a model for the construction of profiles Hidden Markov Models (HMM), specific for each β-lactamase class. An extensive, nonredundant set of β-lactamase sequences was constructed from 7 different resistance proteins databases to test the methodology. The profiles HMM were improved for their specificity and sensitivity and then applied to fully assembled genomes. Five hierarchical classification levels are described, and a new class of β-lactamases with fused domains is proposed. Our profiles HMM provide a better annotation of β-lactamases, with classes and subclasses defined by objective criteria such as sequence similarity. This classification offers a solid base to the elaboration of studies on the diversity, dispersion, prevalence, and evolution of the different classes and subclasses of this critical enzymatic activity.
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spelling pubmed-61312882018-09-12 Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation Silveira, Melise Chaves Azevedo da Silva, Rangeline Faria da Mota, Fábio Catanho, Marcos Jardim, Rodrigo R Guimarães, Ana Carolina de Miranda, Antonio B Evol Bioinform Online Original Research β-lactamases, the enzymes responsible for resistance to β-lactam antibiotics, are widespread among prokaryotic genera. However, current β-lactamase classification schemes do not represent their present diversity. Here, we propose a workflow to identify and classify β-lactamases. Initially, a set of curated sequences was used as a model for the construction of profiles Hidden Markov Models (HMM), specific for each β-lactamase class. An extensive, nonredundant set of β-lactamase sequences was constructed from 7 different resistance proteins databases to test the methodology. The profiles HMM were improved for their specificity and sensitivity and then applied to fully assembled genomes. Five hierarchical classification levels are described, and a new class of β-lactamases with fused domains is proposed. Our profiles HMM provide a better annotation of β-lactamases, with classes and subclasses defined by objective criteria such as sequence similarity. This classification offers a solid base to the elaboration of studies on the diversity, dispersion, prevalence, and evolution of the different classes and subclasses of this critical enzymatic activity. SAGE Publications 2018-09-10 /pmc/articles/PMC6131288/ /pubmed/30210232 http://dx.doi.org/10.1177/1176934318797351 Text en © The Author(s) 2018 http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research
Silveira, Melise Chaves
Azevedo da Silva, Rangeline
Faria da Mota, Fábio
Catanho, Marcos
Jardim, Rodrigo
R Guimarães, Ana Carolina
de Miranda, Antonio B
Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation
title Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation
title_full Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation
title_fullStr Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation
title_full_unstemmed Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation
title_short Systematic Identification and Classification of β-Lactamases Based on Sequence Similarity Criteria: β-Lactamase Annotation
title_sort systematic identification and classification of β-lactamases based on sequence similarity criteria: β-lactamase annotation
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6131288/
https://www.ncbi.nlm.nih.gov/pubmed/30210232
http://dx.doi.org/10.1177/1176934318797351
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