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Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA

G-quadruplexes are four-stranded nucleic acid secondary structures of biological significance and have emerged as an attractive drug target. The G4 formed in the MYC promoter (MycG4) is one of the most studied small-molecule targets, and a model system for parallel structures that are prevalent in p...

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Autores principales: Dickerhoff, Jonathan, Warnecke, Kassandra R., Wang, Kaibo, Deng, Nanjie, Yang, Danzhou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8509811/
https://www.ncbi.nlm.nih.gov/pubmed/34639142
http://dx.doi.org/10.3390/ijms221910801
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author Dickerhoff, Jonathan
Warnecke, Kassandra R.
Wang, Kaibo
Deng, Nanjie
Yang, Danzhou
author_facet Dickerhoff, Jonathan
Warnecke, Kassandra R.
Wang, Kaibo
Deng, Nanjie
Yang, Danzhou
author_sort Dickerhoff, Jonathan
collection PubMed
description G-quadruplexes are four-stranded nucleic acid secondary structures of biological significance and have emerged as an attractive drug target. The G4 formed in the MYC promoter (MycG4) is one of the most studied small-molecule targets, and a model system for parallel structures that are prevalent in promoter DNA G4s and RNA G4s. Molecular docking has become an essential tool in structure-based drug discovery for protein targets, and is also increasingly applied to G4 DNA. However, DNA, and in particular G4, binding sites differ significantly from protein targets. Here we perform the first systematic evaluation of four commonly used docking programs (AutoDock Vina, DOCK 6, Glide, and RxDock) for G4 DNA-ligand binding pose prediction using four small molecules whose complex structures with the MycG4 have been experimentally determined in solution. The results indicate that there are considerable differences in the performance of the docking programs and that DOCK 6 with GB/SA rescoring performs better than the other programs. We found that docking accuracy is mainly limited by the scoring functions. The study shows that current docking programs should be used with caution to predict G4 DNA-small molecule binding modes.
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spelling pubmed-85098112021-10-13 Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA Dickerhoff, Jonathan Warnecke, Kassandra R. Wang, Kaibo Deng, Nanjie Yang, Danzhou Int J Mol Sci Article G-quadruplexes are four-stranded nucleic acid secondary structures of biological significance and have emerged as an attractive drug target. The G4 formed in the MYC promoter (MycG4) is one of the most studied small-molecule targets, and a model system for parallel structures that are prevalent in promoter DNA G4s and RNA G4s. Molecular docking has become an essential tool in structure-based drug discovery for protein targets, and is also increasingly applied to G4 DNA. However, DNA, and in particular G4, binding sites differ significantly from protein targets. Here we perform the first systematic evaluation of four commonly used docking programs (AutoDock Vina, DOCK 6, Glide, and RxDock) for G4 DNA-ligand binding pose prediction using four small molecules whose complex structures with the MycG4 have been experimentally determined in solution. The results indicate that there are considerable differences in the performance of the docking programs and that DOCK 6 with GB/SA rescoring performs better than the other programs. We found that docking accuracy is mainly limited by the scoring functions. The study shows that current docking programs should be used with caution to predict G4 DNA-small molecule binding modes. MDPI 2021-10-06 /pmc/articles/PMC8509811/ /pubmed/34639142 http://dx.doi.org/10.3390/ijms221910801 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
Dickerhoff, Jonathan
Warnecke, Kassandra R.
Wang, Kaibo
Deng, Nanjie
Yang, Danzhou
Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA
title Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA
title_full Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA
title_fullStr Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA
title_full_unstemmed Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA
title_short Evaluating Molecular Docking Software for Small Molecule Binding to G-Quadruplex DNA
title_sort evaluating molecular docking software for small molecule binding to g-quadruplex dna
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8509811/
https://www.ncbi.nlm.nih.gov/pubmed/34639142
http://dx.doi.org/10.3390/ijms221910801
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