Cargando…
A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature
The human cytochrome P450 2D6 (CYP2D6) enzyme is part of phase-I metabolism and metabolizes at least 20% of all clinically relevant drugs. Therefore, it is an important target for drug-drug interaction (DDI) studies. High-throughput screening (HTS) assays are commonly used tools to examine DDI, but...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556109/ https://www.ncbi.nlm.nih.gov/pubmed/28808272 http://dx.doi.org/10.1038/s41598-017-08404-0 |
_version_ | 1783257007184150528 |
---|---|
author | Hochleitner, Johannes Akram, Muhammad Ueberall, Martina Davis, Rohan A. Waltenberger, Birgit Stuppner, Hermann Sturm, Sonja Ueberall, Florian Gostner, Johanna M. Schuster, Daniela |
author_facet | Hochleitner, Johannes Akram, Muhammad Ueberall, Martina Davis, Rohan A. Waltenberger, Birgit Stuppner, Hermann Sturm, Sonja Ueberall, Florian Gostner, Johanna M. Schuster, Daniela |
author_sort | Hochleitner, Johannes |
collection | PubMed |
description | The human cytochrome P450 2D6 (CYP2D6) enzyme is part of phase-I metabolism and metabolizes at least 20% of all clinically relevant drugs. Therefore, it is an important target for drug-drug interaction (DDI) studies. High-throughput screening (HTS) assays are commonly used tools to examine DDI, but show certain drawbacks with regard to their applicability to natural products. We propose an in silico – in vitro workflow for the reliable identification of natural products with CYP2D6 inhibitory potential. In order to identify candidates from natural product-based databases that share similar structural features with established inhibitors, a pharmacophore model was applied. The virtual hits were tested for the inhibition of recombinant human CYP2D6 in a bioluminescence-based assay. By controlling for unspecific interferences of the test compounds with the detection reaction, the number of false positives were reduced. The success rate of the reported workflow was 76%, as most of the candidates identified in the in silico approach were able to inhibit CYP2D6 activity. In summary, the workflow presented here is a suitable and cost-efficient strategy for the discovery of new CYP2D6 inhibitors with natural product libraries. |
format | Online Article Text |
id | pubmed-5556109 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55561092017-08-16 A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature Hochleitner, Johannes Akram, Muhammad Ueberall, Martina Davis, Rohan A. Waltenberger, Birgit Stuppner, Hermann Sturm, Sonja Ueberall, Florian Gostner, Johanna M. Schuster, Daniela Sci Rep Article The human cytochrome P450 2D6 (CYP2D6) enzyme is part of phase-I metabolism and metabolizes at least 20% of all clinically relevant drugs. Therefore, it is an important target for drug-drug interaction (DDI) studies. High-throughput screening (HTS) assays are commonly used tools to examine DDI, but show certain drawbacks with regard to their applicability to natural products. We propose an in silico – in vitro workflow for the reliable identification of natural products with CYP2D6 inhibitory potential. In order to identify candidates from natural product-based databases that share similar structural features with established inhibitors, a pharmacophore model was applied. The virtual hits were tested for the inhibition of recombinant human CYP2D6 in a bioluminescence-based assay. By controlling for unspecific interferences of the test compounds with the detection reaction, the number of false positives were reduced. The success rate of the reported workflow was 76%, as most of the candidates identified in the in silico approach were able to inhibit CYP2D6 activity. In summary, the workflow presented here is a suitable and cost-efficient strategy for the discovery of new CYP2D6 inhibitors with natural product libraries. Nature Publishing Group UK 2017-08-14 /pmc/articles/PMC5556109/ /pubmed/28808272 http://dx.doi.org/10.1038/s41598-017-08404-0 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Hochleitner, Johannes Akram, Muhammad Ueberall, Martina Davis, Rohan A. Waltenberger, Birgit Stuppner, Hermann Sturm, Sonja Ueberall, Florian Gostner, Johanna M. Schuster, Daniela A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature |
title | A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature |
title_full | A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature |
title_fullStr | A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature |
title_full_unstemmed | A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature |
title_short | A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature |
title_sort | combinatorial approach for the discovery of cytochrome p450 2d6 inhibitors from nature |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5556109/ https://www.ncbi.nlm.nih.gov/pubmed/28808272 http://dx.doi.org/10.1038/s41598-017-08404-0 |
work_keys_str_mv | AT hochleitnerjohannes acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT akrammuhammad acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT ueberallmartina acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT davisrohana acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT waltenbergerbirgit acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT stuppnerhermann acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT sturmsonja acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT ueberallflorian acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT gostnerjohannam acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT schusterdaniela acombinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT hochleitnerjohannes combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT akrammuhammad combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT ueberallmartina combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT davisrohana combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT waltenbergerbirgit combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT stuppnerhermann combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT sturmsonja combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT ueberallflorian combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT gostnerjohannam combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature AT schusterdaniela combinatorialapproachforthediscoveryofcytochromep4502d6inhibitorsfromnature |