Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1784582434654781440 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8509811 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT dickerhoffjonathan evaluatingmoleculardockingsoftwareforsmallmoleculebindingtogquadruplexdna AT warneckekassandrar evaluatingmoleculardockingsoftwareforsmallmoleculebindingtogquadruplexdna AT wangkaibo evaluatingmoleculardockingsoftwareforsmallmoleculebindingtogquadruplexdna AT dengnanjie evaluatingmoleculardockingsoftwareforsmallmoleculebindingtogquadruplexdna AT yangdanzhou evaluatingmoleculardockingsoftwareforsmallmoleculebindingtogquadruplexdna |