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Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity
In the present study, the validity of using a cocktail screening method in combination with a chemometrical data mining approach to evaluate metabolic activity and diversity of drug-metabolizing bacterial Cytochrome P450 (CYP) BM3 mutants was investigated. In addition, the concept of utilizing an in...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4723632/ https://www.ncbi.nlm.nih.gov/pubmed/26753974 http://dx.doi.org/10.1007/s00216-015-9241-x |
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author | Reinen, Jelle Postma, Geert Tump, Cornelis Bloemberg, Tom Engel, Jasper Vermeulen, Nico P. E. Commandeur, Jan N. M. Honing, Maarten |
author_facet | Reinen, Jelle Postma, Geert Tump, Cornelis Bloemberg, Tom Engel, Jasper Vermeulen, Nico P. E. Commandeur, Jan N. M. Honing, Maarten |
author_sort | Reinen, Jelle |
collection | PubMed |
description | In the present study, the validity of using a cocktail screening method in combination with a chemometrical data mining approach to evaluate metabolic activity and diversity of drug-metabolizing bacterial Cytochrome P450 (CYP) BM3 mutants was investigated. In addition, the concept of utilizing an in-house-developed library of CYP BM3 mutants as a unique biocatalytic synthetic tool to support medicinal chemistry was evaluated. Metabolic efficiency of the mutant library towards a selection of CYP model substrates, being amitriptyline (AMI), buspirone (BUS), coumarine (COU), dextromethorphan (DEX), diclofenac (DIC) and norethisterone (NET), was investigated. First, metabolic activity of a selection of CYP BM3 mutants was screened against AMI and BUS. Subsequently, for a single CYP BM3 mutant, the effect of co-administration of multiple drugs on the metabolic activity and diversity towards AMI and BUS was investigated. Finally, a cocktail of AMI, BUS, COU, DEX, DIC and NET was screened against the whole in-house CYP BM3 library. Different validated quantitative and qualitative (U)HPLC-MS/MS-based analytical methods were applied to screen for substrate depletion and targeted product formation, followed by a more in-depth screen for metabolic diversity. A chemometrical approach was used to mine all data to search for unique metabolic properties of the mutants and allow classification of the mutants. The latter would open the possibility of obtaining a more in-depth mechanistic understanding of the metabolites. The presented method is the first MS-based method to screen CYP BM3 mutant libraries for diversity in combination with a chemometrical approach to interpret results and visualize differences between the tested mutants. [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00216-015-9241-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4723632 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-47236322016-02-02 Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity Reinen, Jelle Postma, Geert Tump, Cornelis Bloemberg, Tom Engel, Jasper Vermeulen, Nico P. E. Commandeur, Jan N. M. Honing, Maarten Anal Bioanal Chem Research Paper In the present study, the validity of using a cocktail screening method in combination with a chemometrical data mining approach to evaluate metabolic activity and diversity of drug-metabolizing bacterial Cytochrome P450 (CYP) BM3 mutants was investigated. In addition, the concept of utilizing an in-house-developed library of CYP BM3 mutants as a unique biocatalytic synthetic tool to support medicinal chemistry was evaluated. Metabolic efficiency of the mutant library towards a selection of CYP model substrates, being amitriptyline (AMI), buspirone (BUS), coumarine (COU), dextromethorphan (DEX), diclofenac (DIC) and norethisterone (NET), was investigated. First, metabolic activity of a selection of CYP BM3 mutants was screened against AMI and BUS. Subsequently, for a single CYP BM3 mutant, the effect of co-administration of multiple drugs on the metabolic activity and diversity towards AMI and BUS was investigated. Finally, a cocktail of AMI, BUS, COU, DEX, DIC and NET was screened against the whole in-house CYP BM3 library. Different validated quantitative and qualitative (U)HPLC-MS/MS-based analytical methods were applied to screen for substrate depletion and targeted product formation, followed by a more in-depth screen for metabolic diversity. A chemometrical approach was used to mine all data to search for unique metabolic properties of the mutants and allow classification of the mutants. The latter would open the possibility of obtaining a more in-depth mechanistic understanding of the metabolites. The presented method is the first MS-based method to screen CYP BM3 mutant libraries for diversity in combination with a chemometrical approach to interpret results and visualize differences between the tested mutants. [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s00216-015-9241-x) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2016-01-11 2016 /pmc/articles/PMC4723632/ /pubmed/26753974 http://dx.doi.org/10.1007/s00216-015-9241-x Text en © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Paper Reinen, Jelle Postma, Geert Tump, Cornelis Bloemberg, Tom Engel, Jasper Vermeulen, Nico P. E. Commandeur, Jan N. M. Honing, Maarten Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity |
title | Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity |
title_full | Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity |
title_fullStr | Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity |
title_full_unstemmed | Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity |
title_short | Application of a cocktail approach to screen cytochrome P450 BM3 libraries for metabolic activity and diversity |
title_sort | application of a cocktail approach to screen cytochrome p450 bm3 libraries for metabolic activity and diversity |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4723632/ https://www.ncbi.nlm.nih.gov/pubmed/26753974 http://dx.doi.org/10.1007/s00216-015-9241-x |
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