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Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα
In this study, we utilized human DNA topoisomerase IIα as a model target to outline a dynophore-based approach to catalytic inhibitor design. Based on MD simulations of a known catalytic inhibitor and the native ATP ligand analog, AMP-PNP, we derived a joint dynophore model that supplements the stat...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8703789/ https://www.ncbi.nlm.nih.gov/pubmed/34948269 http://dx.doi.org/10.3390/ijms222413474 |
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author | Janežič, Matej Valjavec, Katja Loboda, Kaja Bergant Herlah, Barbara Ogris, Iza Kozorog, Mirijam Podobnik, Marjetka Grdadolnik, Simona Golič Wolber, Gerhard Perdih, Andrej |
author_facet | Janežič, Matej Valjavec, Katja Loboda, Kaja Bergant Herlah, Barbara Ogris, Iza Kozorog, Mirijam Podobnik, Marjetka Grdadolnik, Simona Golič Wolber, Gerhard Perdih, Andrej |
author_sort | Janežič, Matej |
collection | PubMed |
description | In this study, we utilized human DNA topoisomerase IIα as a model target to outline a dynophore-based approach to catalytic inhibitor design. Based on MD simulations of a known catalytic inhibitor and the native ATP ligand analog, AMP-PNP, we derived a joint dynophore model that supplements the static structure-based-pharmacophore information with a dynamic component. Subsequently, derived pharmacophore models were employed in a virtual screening campaign of a library of natural compounds. Experimental evaluation identified flavonoid compounds with promising topoisomerase IIα catalytic inhibition and binding studies confirmed interaction with the ATPase domain. We constructed a binding model through docking and extensively investigated it with molecular dynamics MD simulations, essential dynamics, and MM-GBSA free energy calculations, thus reconnecting the new results to the initial dynophore-based screening model. We not only demonstrate a new design strategy that incorporates a dynamic component of molecular recognition, but also highlight new derivates in the established flavonoid class of topoisomerase II inhibitors. |
format | Online Article Text |
id | pubmed-8703789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87037892021-12-25 Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα Janežič, Matej Valjavec, Katja Loboda, Kaja Bergant Herlah, Barbara Ogris, Iza Kozorog, Mirijam Podobnik, Marjetka Grdadolnik, Simona Golič Wolber, Gerhard Perdih, Andrej Int J Mol Sci Article In this study, we utilized human DNA topoisomerase IIα as a model target to outline a dynophore-based approach to catalytic inhibitor design. Based on MD simulations of a known catalytic inhibitor and the native ATP ligand analog, AMP-PNP, we derived a joint dynophore model that supplements the static structure-based-pharmacophore information with a dynamic component. Subsequently, derived pharmacophore models were employed in a virtual screening campaign of a library of natural compounds. Experimental evaluation identified flavonoid compounds with promising topoisomerase IIα catalytic inhibition and binding studies confirmed interaction with the ATPase domain. We constructed a binding model through docking and extensively investigated it with molecular dynamics MD simulations, essential dynamics, and MM-GBSA free energy calculations, thus reconnecting the new results to the initial dynophore-based screening model. We not only demonstrate a new design strategy that incorporates a dynamic component of molecular recognition, but also highlight new derivates in the established flavonoid class of topoisomerase II inhibitors. MDPI 2021-12-15 /pmc/articles/PMC8703789/ /pubmed/34948269 http://dx.doi.org/10.3390/ijms222413474 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 Janežič, Matej Valjavec, Katja Loboda, Kaja Bergant Herlah, Barbara Ogris, Iza Kozorog, Mirijam Podobnik, Marjetka Grdadolnik, Simona Golič Wolber, Gerhard Perdih, Andrej Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα |
title | Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα |
title_full | Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα |
title_fullStr | Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα |
title_full_unstemmed | Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα |
title_short | Dynophore-Based Approach in Virtual Screening: A Case of Human DNA Topoisomerase IIα |
title_sort | dynophore-based approach in virtual screening: a case of human dna topoisomerase iiα |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8703789/ https://www.ncbi.nlm.nih.gov/pubmed/34948269 http://dx.doi.org/10.3390/ijms222413474 |
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