Literature DB >> 33534995

Sensitivity of Binding Free Energy Calculations to Initial Protein Crystal Structure.

Miroslav Suruzhon1, Michael S Bodnarchuk2, Antonella Ciancetta3, Russell Viner4, Ian D Wall5, Jonathan W Essex1.   

Abstract

Binding free energy calculations using alchemical free energy (AFE) methods are widely considered to be the most rigorous tool in the computational drug discovery arsenal. Despite this, the calculations suffer from accuracy, precision, and reproducibility issues. In this publication, we perform a high-throughput study of more than a thousand AFE calculations, utilizing over 220 μs of total sampling time, on three different protein systems to investigate the impact of the initial crystal structure on the resulting binding free energy values. We also consider the influence of equilibration time and discover that the initial crystal structure can have a significant effect on free energy values obtained at short timescales that can manifest itself as a free energy difference of more than 1 kcal/mol. At longer timescales, these differences are largely overtaken by important rare events, such as torsional ligand motions, typically resulting in a much higher uncertainty in the obtained values. This work emphasizes the importance of rare event sampling and long-timescale dynamics in free energy calculations even for routinely performed alchemical perturbations. We conclude that an optimal protocol should not only concentrate computational resources on achieving convergence in the alchemical coupling parameter (λ) space but also on longer simulations and multiple repeats.

Year:  2021        PMID: 33534995     DOI: 10.1021/acs.jctc.0c00972

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  3 in total

1.  Enhancing Ligand and Protein Sampling Using Sequential Monte Carlo.

Authors:  Miroslav Suruzhon; Michael S Bodnarchuk; Antonella Ciancetta; Ian D Wall; Jonathan W Essex
Journal:  J Chem Theory Comput       Date:  2022-05-19       Impact factor: 6.578

2.  Thermodynamic and structural insights into the repurposing of drugs that bind to SARS-CoV-2 main protease.

Authors:  Shunzhou Wan; Agastya P Bhati; Alexander D Wade; Dario Alfè; Peter V Coveney
Journal:  Mol Syst Des Eng       Date:  2021-11-18

3.  Ensemble Simulations and Experimental Free Energy Distributions: Evaluation and Characterization of Isoxazole Amides as SMYD3 Inhibitors.

Authors:  Shunzhou Wan; Agastya P Bhati; David W Wright; Ian D Wall; Alan P Graves; Darren Green; Peter V Coveney
Journal:  J Chem Inf Model       Date:  2022-05-04       Impact factor: 6.162

  3 in total

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