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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...

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Autores principales: Janežič, Matej, Valjavec, Katja, Loboda, Kaja Bergant, Herlah, Barbara, Ogris, Iza, Kozorog, Mirijam, Podobnik, Marjetka, Grdadolnik, Simona Golič, Wolber, Gerhard, Perdih, Andrej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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