Wahl, Joel and Smieško, Martin. (2018) Endocrine Disruption at the Androgen Receptor: Employing Molecular Dynamics and Docking for Improved Virtual Screening and Toxicity Prediction. International journal of molecular sciences, 19 (6). p. 1784.
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Official URL: https://edoc.unibas.ch/68033/
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Abstract
The androgen receptor (AR) is a key target for the development of drugs targeting hormone-dependent prostate cancer, but has also an important role in endocrine disruption. Reliable prediction of the binding of ligands towards the AR is therefore of great relevance. Molecular docking is a powerful computational method for exploring small-ligand binding to proteins. It can be applied for virtual screening experiments but also for predicting molecular initiating events in toxicology. However, in case of AR, there is no antagonist-bound crystal structure yet available. Our study demonstrates that molecular docking approaches are not able to satisfactorily screen for AR antagonists because of this reason. Therefore, we applied Molecular Dynamics simulations to generate antagonist AR structures and showed that this leads to a vast improvement for the docking of AR antagonists. We benchmarked the ability of these antagonist AR structures discriminate between AR antagonists and decoys using an ensemble docking approach and obtained promising results with good enrichment. However, distinguishing AR antagonists from agonists with high confidence is not possible with the current approach alone.
Faculties and Departments: | 05 Faculty of Science 05 Faculty of Science > Departement Pharmazeutische Wissenschaften 05 Faculty of Science > Departement Pharmazeutische Wissenschaften > Ehemalige Einheiten Pharmazie > Molecular Modeling (Vedani) 05 Faculty of Science > Departement Pharmazeutische Wissenschaften > Pharmazie |
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UniBasel Contributors: | Wahl, Joël and Smiesko, Martin |
Item Type: | Article, refereed |
Article Subtype: | Research Article |
ISSN: | 1422-0067 |
Note: | Publication type according to Uni Basel Research Database: Journal article |
Identification Number: |
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Last Modified: | 16 Apr 2020 12:57 |
Deposited On: | 16 Apr 2020 12:57 |
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