ReSCoSS: a flexible quantum chemistry workflow identifying relevant solution conformers of drug-like molecules

被引:22
作者
Udvarhelyi, Aniko [1 ]
Rodde, Stephane [2 ]
Wilcken, Rainer [2 ]
机构
[1] Novartis Pharma AG, Tech Res & Dev, CH-4002 Basel, Switzerland
[2] Novartis Inst BioMed Res, Global Discovery Chem, CH-4002 Basel, Switzerland
关键词
Conformations; Quantum chemistry; GFN-xTB; COSMO-RS; logP; ReSCoSS; COSMO-RS; ENERGY; APPROXIMATION; CONFORMATIONS; COEFFICIENTS; ANTAGONIST; PREDICTION; DISCOVERY; HYDRATION; SOLVENTS;
D O I
10.1007/s10822-020-00337-7
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Conformational equilibria are at the heart of drug design, yet their energetic description is often hampered by the insufficient accuracy of low-cost methods. Here we present a flexible and semi-automatic workflow based on quantum chemistry, ReSCoSS, designed to identify relevant conformers and predict their equilibria across different solvent environments in the Conductor-like Screening Model for Real Solvents (COSMO-RS) framework. We demonstrate the utility and accuracy of the workflow through conformational case studies on several drug-like molecules from literature where relevant conformations are known. We further show that including ReSCoSS conformers significantly improves COSMO-RS based predictions of physicochemical properties over single-conformation approaches. ReSCoSS has found broad adoption in the in-house drug discovery and development work streams and has contributed to establishing quantum-chemistry methods as a strategic pillar in ligand discovery. [GRAPHICS] .
引用
收藏
页码:399 / 415
页数:17
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