Literature DB >> 31938467

Utilizing Grand Canonical Monte Carlo Methods in Drug Discovery.

Michael S Bodnarchuk1, Martin J Packer1, Alexe Haywood1.   

Abstract

The concepts behind targeting waters for potency and selectivity gains have been well documented and explored, although maximizing such potential gains can prove to be challenging. This problem is exacerbated in cases where there are multiple interacting waters, wherein perturbation of one water can affect the free energy landscape of the remaining waters. Knowing the right modification a priori is challenging, and computational approaches are ideally suited to help answer the key question of which substitution is best to try. Here, we use Grand Canonical Monte Carlo and the recent Grand Canonical Alchemical Perturbation methods to both understand and predict the effect of ligand-mediated water displacement when more than one water molecule is involved, as well as to understand how exploiting water networks can help govern selectivity.
Copyright © 2019 American Chemical Society.

Year:  2019        PMID: 31938467      PMCID: PMC6956344          DOI: 10.1021/acsmedchemlett.9b00499

Source DB:  PubMed          Journal:  ACS Med Chem Lett        ISSN: 1948-5875            Impact factor:   4.345


  25 in total

1.  Motifs for molecular recognition exploiting hydrophobic enclosure in protein-ligand binding.

Authors:  Tom Young; Robert Abel; Byungchan Kim; Bruce J Berne; Richard A Friesner
Journal:  Proc Natl Acad Sci U S A       Date:  2007-01-04       Impact factor: 11.205

2.  Evaluating Free Energies of Binding and Conservation of Crystallographic Waters Using SZMAP.

Authors:  Alexander S Bayden; Demetri T Moustakas; Diane Joseph-McCarthy; Michelle L Lamb
Journal:  J Chem Inf Model       Date:  2015-08-03       Impact factor: 4.956

3.  Simulating Water Exchange to Buried Binding Sites.

Authors:  Ido Y Ben-Shalom; Charles Lin; Tom Kurtzman; Ross C Walker; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2019-03-13       Impact factor: 6.006

4.  Analysis of biomolecular solvation sites by 3D-RISM theory.

Authors:  Daniel J Sindhikara; Fumio Hirata
Journal:  J Phys Chem B       Date:  2013-05-29       Impact factor: 2.991

5.  Placement of Water Molecules in Protein Structures: From Large-Scale Evaluations to Single-Case Examples.

Authors:  Eva Nittinger; Florian Flachsenberg; Stefan Bietz; Gudrun Lange; Robert Klein; Matthias Rarey
Journal:  J Chem Inf Model       Date:  2018-07-23       Impact factor: 4.956

6.  Assessing the Predictive Power of Relative Binding Free Energy Calculations for Test Cases Involving Displacement of Binding Site Water Molecules.

Authors:  Joel Wahl; Martin Smieško
Journal:  J Chem Inf Model       Date:  2019-01-29       Impact factor: 4.956

7.  Water Sites, Networks, And Free Energies with Grand Canonical Monte Carlo.

Authors:  Gregory A Ross; Michael S Bodnarchuk; Jonathan W Essex
Journal:  J Am Chem Soc       Date:  2015-11-20       Impact factor: 15.419

8.  Large-scale analysis of water stability in bromodomain binding pockets with grand canonical Monte Carlo.

Authors:  Matteo Aldeghi; Gregory A Ross; Michael J Bodkin; Jonathan W Essex; Stefan Knapp; Philip C Biggin
Journal:  Commun Chem       Date:  2018-04-05

Review 9.  Water, water, everywhere… It's time to stop and think.

Authors:  Michael S Bodnarchuk
Journal:  Drug Discov Today       Date:  2016-05-19       Impact factor: 7.851

10.  Replica-Exchange and Standard State Binding Free Energies with Grand Canonical Monte Carlo.

Authors:  Gregory A Ross; Hannah E Bruce Macdonald; Christopher Cave-Ayland; Ana I Cabedo Martinez; Jonathan W Essex
Journal:  J Chem Theory Comput       Date:  2017-11-28       Impact factor: 6.006

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  5 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.  Designing of potent anti-diabetic molecules by targeting SIK2 using computational approaches.

Authors:  Prajisha Jayaprakash; Jayashree Biswal; Raghu Rangaswamy; Jeyaraman Jeyakanthan
Journal:  Mol Divers       Date:  2022-06-21       Impact factor: 2.943

3.  Enhancing sampling of water rehydration upon ligand binding using variants of grand canonical Monte Carlo.

Authors:  Yunhui Ge; Oliver J Melling; Weiming Dong; Jonathan W Essex; David L Mobley
Journal:  J Comput Aided Mol Des       Date:  2022-10-06       Impact factor: 4.179

4.  Enhancing Sampling of Water Rehydration on Ligand Binding: A Comparison of Techniques.

Authors:  Yunhui Ge; David C Wych; Marley L Samways; Michael E Wall; Jonathan W Essex; David L Mobley
Journal:  J Chem Theory Comput       Date:  2022-02-11       Impact factor: 6.578

5.  Drugging the undruggable: a computational chemist's view of KRASG12C.

Authors:  Michael S Bodnarchuk; Doyle J Cassar; Jason G Kettle; Graeme Robb; Richard A Ward
Journal:  RSC Med Chem       Date:  2021-03-29
  5 in total

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