Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?

Abstract Drug-like ligands obtained from protein–ligand complexes deposited in the Protein Databank were subjected to conformational searching using various force fields and solvation settings. For each ligand, the resulting conformer pool was examined for the presence of the bioactive (crystal pose...

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Main Authors: Oya Gürsoy, Martin Smieško
Format: Article
Language:English
Published: BMC 2017-05-01
Series:Journal of Cheminformatics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13321-017-0216-0
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spelling doaj-c6a27c85b0c24f1da8f1752aa27f77052020-11-25T00:47:36ZengBMCJournal of Cheminformatics1758-29462017-05-019111310.1186/s13321-017-0216-0Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?Oya Gürsoy0Martin Smieško1Department of Pharmaceutical Sciences, Molecular Modeling, University of BaselDepartment of Pharmaceutical Sciences, Molecular Modeling, University of BaselAbstract Drug-like ligands obtained from protein–ligand complexes deposited in the Protein Databank were subjected to conformational searching using various force fields and solvation settings. For each ligand, the resulting conformer pool was examined for the presence of the bioactive (crystal pose-like) conformation. Similarity of conformers toward the crystal-pose was quantified as the best achievable root mean squared deviation (RMSD, heavy atoms only). Analyzing the conformer pools generated by various force fields revealed only small differences in the likelihood of finding a crystal pose-like conformation. However, employing different solvents in the conformational search was found to be very important for achieving RMSDs below 1.0 Å. The best statistical values of likelihood were observed with a recently released force field covering a large portion of dihedral angles occurring in drug-like compounds in combination with the water as solvent. In order to enable computational chemists and modelers to efficiently use available software tools, we have additionally performed several focused analyses on ligands, grouped according to descriptors most relevant for the rational drug design.http://link.springer.com/article/10.1186/s13321-017-0216-0Force fieldConformerConformational searchSolvationSolventBioactive
collection DOAJ
language English
format Article
sources DOAJ
author Oya Gürsoy
Martin Smieško
spellingShingle Oya Gürsoy
Martin Smieško
Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?
Journal of Cheminformatics
Force field
Conformer
Conformational search
Solvation
Solvent
Bioactive
author_facet Oya Gürsoy
Martin Smieško
author_sort Oya Gürsoy
title Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?
title_short Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?
title_full Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?
title_fullStr Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?
title_full_unstemmed Searching for bioactive conformations of drug-like ligands with current force fields: how good are we?
title_sort searching for bioactive conformations of drug-like ligands with current force fields: how good are we?
publisher BMC
series Journal of Cheminformatics
issn 1758-2946
publishDate 2017-05-01
description Abstract Drug-like ligands obtained from protein–ligand complexes deposited in the Protein Databank were subjected to conformational searching using various force fields and solvation settings. For each ligand, the resulting conformer pool was examined for the presence of the bioactive (crystal pose-like) conformation. Similarity of conformers toward the crystal-pose was quantified as the best achievable root mean squared deviation (RMSD, heavy atoms only). Analyzing the conformer pools generated by various force fields revealed only small differences in the likelihood of finding a crystal pose-like conformation. However, employing different solvents in the conformational search was found to be very important for achieving RMSDs below 1.0 Å. The best statistical values of likelihood were observed with a recently released force field covering a large portion of dihedral angles occurring in drug-like compounds in combination with the water as solvent. In order to enable computational chemists and modelers to efficiently use available software tools, we have additionally performed several focused analyses on ligands, grouped according to descriptors most relevant for the rational drug design.
topic Force field
Conformer
Conformational search
Solvation
Solvent
Bioactive
url http://link.springer.com/article/10.1186/s13321-017-0216-0
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