A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature

Abstract 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...

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Main Authors: Johannes Hochleitner, Muhammad Akram, Martina Ueberall, Rohan A. Davis, Birgit Waltenberger, Hermann Stuppner, Sonja Sturm, Florian Ueberall, Johanna M. Gostner, Daniela Schuster
Format: Article
Language:English
Published: Nature Publishing Group 2017-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-08404-0
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spelling doaj-33a551dcc5004dd0b9cac26fa715e9a52020-12-08T00:50:51ZengNature Publishing GroupScientific Reports2045-23222017-08-017111310.1038/s41598-017-08404-0A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from natureJohannes Hochleitner0Muhammad Akram1Martina Ueberall2Rohan A. Davis3Birgit Waltenberger4Hermann Stuppner5Sonja Sturm6Florian Ueberall7Johanna M. Gostner8Daniela Schuster9Division of Medical Biochemistry, Center for Chemistry and Biomedicine, Medical University of InnsbruckInstitute of Pharmacy/Pharmaceutical Chemistry, Computer Aided Molecular Design Group and Center for Molecular Biosciences Innsbruck (CMBI), University of InnsbruckDivision of Medical Biochemistry, Center for Chemistry and Biomedicine, Medical University of InnsbruckGriffith Institute for Drug Discovery, Griffith UniversityInstitute of Pharmacy/Pharmacognosy and Center for Molecular Biosciences Innsbruck (CMBI), University of InnsbruckInstitute of Pharmacy/Pharmacognosy and Center for Molecular Biosciences Innsbruck (CMBI), University of InnsbruckInstitute of Pharmacy/Pharmacognosy and Center for Molecular Biosciences Innsbruck (CMBI), University of InnsbruckDivision of Medical Biochemistry, Center for Chemistry and Biomedicine, Medical University of InnsbruckDivision of Medical Biochemistry, Center for Chemistry and Biomedicine, Medical University of InnsbruckInstitute of Pharmacy/Pharmaceutical Chemistry, Computer Aided Molecular Design Group and Center for Molecular Biosciences Innsbruck (CMBI), University of InnsbruckAbstract 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.https://doi.org/10.1038/s41598-017-08404-0
collection DOAJ
language English
format Article
sources DOAJ
author Johannes Hochleitner
Muhammad Akram
Martina Ueberall
Rohan A. Davis
Birgit Waltenberger
Hermann Stuppner
Sonja Sturm
Florian Ueberall
Johanna M. Gostner
Daniela Schuster
spellingShingle Johannes Hochleitner
Muhammad Akram
Martina Ueberall
Rohan A. Davis
Birgit Waltenberger
Hermann Stuppner
Sonja Sturm
Florian Ueberall
Johanna M. Gostner
Daniela Schuster
A combinatorial approach for the discovery of cytochrome P450 2D6 inhibitors from nature
Scientific Reports
author_facet Johannes Hochleitner
Muhammad Akram
Martina Ueberall
Rohan A. Davis
Birgit Waltenberger
Hermann Stuppner
Sonja Sturm
Florian Ueberall
Johanna M. Gostner
Daniela Schuster
author_sort Johannes Hochleitner
title 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_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_sort combinatorial approach for the discovery of cytochrome p450 2d6 inhibitors from nature
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-08-01
description Abstract 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.
url https://doi.org/10.1038/s41598-017-08404-0
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