Cargando…

Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval

Single substitutions or combinations of them alter the hydrolytic activity towards specific β-lactam-antibiotics and β-lactamase inhibitors of TEM-β-lactamases. The sequences and phenotypic classification of allelic TEM variants, as provided by the NCBI National Database of Antibiotic Resistant Orga...

Descripción completa

Detalles Bibliográficos
Autores principales: Madzgalla, Sara, Duering, Helena, Hey, Jana C., Neubauer, Svetlana, Feller, Karl-Heinz, Ehricht, Ralf, Pletz, Mathias W., Makarewicz, Oliwia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8399295/
https://www.ncbi.nlm.nih.gov/pubmed/34442804
http://dx.doi.org/10.3390/microorganisms9081726
_version_ 1783745042769248256
author Madzgalla, Sara
Duering, Helena
Hey, Jana C.
Neubauer, Svetlana
Feller, Karl-Heinz
Ehricht, Ralf
Pletz, Mathias W.
Makarewicz, Oliwia
author_facet Madzgalla, Sara
Duering, Helena
Hey, Jana C.
Neubauer, Svetlana
Feller, Karl-Heinz
Ehricht, Ralf
Pletz, Mathias W.
Makarewicz, Oliwia
author_sort Madzgalla, Sara
collection PubMed
description Single substitutions or combinations of them alter the hydrolytic activity towards specific β-lactam-antibiotics and β-lactamase inhibitors of TEM-β-lactamases. The sequences and phenotypic classification of allelic TEM variants, as provided by the NCBI National Database of Antibiotic Resistant Organisms, does not attribute phenotypes to all variants. Some entries are doubtful as the data assessment differs strongly between the studies or no data on the methodology are provided at all. This complicates mathematical and bioinformatic predictions of phenotypes that rely on the database. The present work aimed to prove the role of specific substitutions on the resistance phenotype of TEM variants in, to our knowledge, the most extensive mutagenesis study. In parallel, the predictive power of extrapolation algorithms was assessed. Most well-known substitutions with direct impact on the phenotype could be reproduced, both mathematically and experimentally. Most discrepancies were found for supportive substitutions, where some resulted in antagonistic effects in contrast to previously described synergism. The mathematical modelling proved to predict the strongest phenotype-relevant substitutions accurately but showed difficulties in identifying less prevalent but still phenotype transforming ones. In general, mutations increasing cephalosporin resistance resulted in increased sensitivity to β-lactamase inhibitors and vice versa. Combining substitutions related to cephalosporin and β-lactamase inhibitor resistance in almost all cases increased BLI susceptibility, indicating the rarity of the combined phenotype.
format Online
Article
Text
id pubmed-8399295
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83992952021-08-29 Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval Madzgalla, Sara Duering, Helena Hey, Jana C. Neubauer, Svetlana Feller, Karl-Heinz Ehricht, Ralf Pletz, Mathias W. Makarewicz, Oliwia Microorganisms Article Single substitutions or combinations of them alter the hydrolytic activity towards specific β-lactam-antibiotics and β-lactamase inhibitors of TEM-β-lactamases. The sequences and phenotypic classification of allelic TEM variants, as provided by the NCBI National Database of Antibiotic Resistant Organisms, does not attribute phenotypes to all variants. Some entries are doubtful as the data assessment differs strongly between the studies or no data on the methodology are provided at all. This complicates mathematical and bioinformatic predictions of phenotypes that rely on the database. The present work aimed to prove the role of specific substitutions on the resistance phenotype of TEM variants in, to our knowledge, the most extensive mutagenesis study. In parallel, the predictive power of extrapolation algorithms was assessed. Most well-known substitutions with direct impact on the phenotype could be reproduced, both mathematically and experimentally. Most discrepancies were found for supportive substitutions, where some resulted in antagonistic effects in contrast to previously described synergism. The mathematical modelling proved to predict the strongest phenotype-relevant substitutions accurately but showed difficulties in identifying less prevalent but still phenotype transforming ones. In general, mutations increasing cephalosporin resistance resulted in increased sensitivity to β-lactamase inhibitors and vice versa. Combining substitutions related to cephalosporin and β-lactamase inhibitor resistance in almost all cases increased BLI susceptibility, indicating the rarity of the combined phenotype. MDPI 2021-08-13 /pmc/articles/PMC8399295/ /pubmed/34442804 http://dx.doi.org/10.3390/microorganisms9081726 Text en © 2021 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
Madzgalla, Sara
Duering, Helena
Hey, Jana C.
Neubauer, Svetlana
Feller, Karl-Heinz
Ehricht, Ralf
Pletz, Mathias W.
Makarewicz, Oliwia
Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval
title Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval
title_full Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval
title_fullStr Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval
title_full_unstemmed Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval
title_short Assessment of Phenotype Relevant Amino Acid Residues in TEM-β-Lactamases by Mathematical Modelling and Experimental Approval
title_sort assessment of phenotype relevant amino acid residues in tem-β-lactamases by mathematical modelling and experimental approval
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8399295/
https://www.ncbi.nlm.nih.gov/pubmed/34442804
http://dx.doi.org/10.3390/microorganisms9081726
work_keys_str_mv AT madzgallasara assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval
AT dueringhelena assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval
AT heyjanac assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval
AT neubauersvetlana assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval
AT fellerkarlheinz assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval
AT ehrichtralf assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval
AT pletzmathiasw assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval
AT makarewiczoliwia assessmentofphenotyperelevantaminoacidresiduesintemblactamasesbymathematicalmodellingandexperimentalapproval