Literature DB >> 32437145

Assessment of Binding Affinity via Alchemical Free-Energy Calculations.

Maximilian Kuhn1,2, Stuart Firth-Clark1, Paolo Tosco1, Antonia S J S Mey2, Mark Mackey1, Julien Michel2.   

Abstract

Free-energy calculations have seen increased usage in structure-based drug design. Despite the rising interest, automation of the complex calculations and subsequent analysis of their results are still hampered by the restricted choice of available tools. In this work, an application for automated setup and processing of free-energy calculations is presented. Several sanity checks for assessing the reliability of the calculations were implemented, constituting a distinct advantage over existing open-source tools. The underlying workflow is built on top of the software Sire, SOMD, BioSimSpace, and OpenMM and uses the AMBER 14SB and GAFF2.1 force fields. It was validated on two datasets originally composed by Schrödinger, consisting of 14 protein structures and 220 ligands. Predicted binding affinities were in good agreement with experimental values. For the larger dataset, the average correlation coefficient Rp was 0.70 ± 0.05 and average Kendall's τ was 0.53 ± 0.05, which are broadly comparable to or better than previously reported results using other methods.

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Year:  2020        PMID: 32437145     DOI: 10.1021/acs.jcim.0c00165

Source DB:  PubMed          Journal:  J Chem Inf Model        ISSN: 1549-9596            Impact factor:   4.956


  18 in total

1.  Alchemical Binding Free Energy Calculations in AMBER20: Advances and Best Practices for Drug Discovery.

Authors:  Tai-Sung Lee; Bryce K Allen; Timothy J Giese; Zhenyu Guo; Pengfei Li; Charles Lin; T Dwight McGee; David A Pearlman; Brian K Radak; Yujun Tao; Hsu-Chun Tsai; Huafeng Xu; Woody Sherman; Darrin M York
Journal:  J Chem Inf Model       Date:  2020-09-16       Impact factor: 4.956

2.  Application of Site-Identification by Ligand Competitive Saturation in Computer-Aided Drug Design.

Authors:  Himanshu Goel; Anthony Hazel; Wenbo Yu; Sunhwan Jo; Alexander D MacKerell
Journal:  New J Chem       Date:  2021-11-29       Impact factor: 3.591

3.  Design, Synthesis, and Biological Activity of l-1'-Homologated Adenosine Derivatives.

Authors:  Mai Nguyen; Seungchan An; Yen Nguyen; Young Eum Hyun; Hongseok Choi; Linh Pham; Jung-Ae Kim; Minsoo Noh; Gyudong Kim; Lak Shin Jeong
Journal:  ACS Med Chem Lett       Date:  2022-06-17       Impact factor: 4.632

4.  Expanded Ensemble Methods Can be Used to Accurately Predict Protein-Ligand Relative Binding Free Energies.

Authors:  Si Zhang; David F Hahn; Michael R Shirts; Vincent A Voelz
Journal:  J Chem Theory Comput       Date:  2021-09-13       Impact factor: 6.578

5.  An overview of the SAMPL8 host-guest binding challenge.

Authors:  Martin Amezcua; Jeffry Setiadi; Yunhui Ge; David L Mobley
Journal:  J Comput Aided Mol Des       Date:  2022-10-14       Impact factor: 4.179

6.  Alchemical Free Energy Methods Applied to Complexes of the First Bromodomain of BRD4.

Authors:  Ellen E Guest; Luis F Cervantes; Stephen D Pickett; Charles L Brooks; Jonathan D Hirst
Journal:  J Chem Inf Model       Date:  2022-03-08       Impact factor: 6.162

7.  Generalizing the Discrete Gibbs Sampler-Based λ-Dynamics Approach for Multisite Sampling of Many Ligands.

Authors:  Jonah Z Vilseck; Xinqiang Ding; Ryan L Hayes; Charles L Brooks
Journal:  J Chem Theory Comput       Date:  2021-06-08       Impact factor: 6.006

8.  A Benchmark of Electrostatic Method Performance in Relative Binding Free Energy Calculations.

Authors:  Yunhui Ge; David F Hahn; David L Mobley
Journal:  J Chem Inf Model       Date:  2021-03-09       Impact factor: 4.956

Review 9.  Rapid, accurate, precise and reproducible ligand-protein binding free energy prediction.

Authors:  Shunzhou Wan; Agastya P Bhati; Stefan J Zasada; Peter V Coveney
Journal:  Interface Focus       Date:  2020-10-16       Impact factor: 3.906

10.  Rapid and accurate estimation of protein-ligand relative binding affinities using site-identification by ligand competitive saturation.

Authors:  Himanshu Goel; Anthony Hazel; Vincent D Ustach; Sunhwan Jo; Wenbo Yu; Alexander D MacKerell
Journal:  Chem Sci       Date:  2021-05-25       Impact factor: 9.825

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