Literature DB >> 27462935

Sensitivity in Binding Free Energies Due to Protein Reorganization.

Nathan M Lim, Lingle Wang1, Robert Abel1, David L Mobley.   

Abstract

Tremendous recent improvements in computer hardware, coupled with advances in sampling techniques and force fields, are now allowing protein-ligand binding free energy calculations to be routinely used to aid pharmaceutical drug discovery projects. However, despite these recent innovations, there are still needs for further improvement in sampling algorithms to more adequately sample protein motion relevant to protein-ligand binding. Here, we report our work identifying and studying such clear and remaining needs in the apolar cavity of T4 lysozyme L99A. In this study, we model recent experimental results that show the progressive opening of the binding pocket in response to a series of homologous ligands.1 Even while using enhanced sampling techniques, we demonstrate that the predicted relative binding free energies (RBFE) are sensitive to the initial protein conformational state. Particularly, we highlight the importance of sufficient sampling of protein conformational changes and demonstrate how inclusion of three key protein residues in the "hot" region of the FEP/REST simulation improves the sampling and resolves this sensitivity, given enough simulation time.

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Year:  2016        PMID: 27462935      PMCID: PMC5021633          DOI: 10.1021/acs.jctc.6b00532

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


  45 in total

1.  Modeling protein-small molecule interactions: structure and thermodynamics of noble gases binding in a cavity in mutant phage T4 lysozyme L99A.

Authors:  G Mann; J Hermans
Journal:  J Mol Biol       Date:  2000-09-29       Impact factor: 5.469

2.  Escaping free-energy minima.

Authors:  Alessandro Laio; Michele Parrinello
Journal:  Proc Natl Acad Sci U S A       Date:  2002-09-23       Impact factor: 11.205

3.  Prediction of Absolute Solvation Free Energies using Molecular Dynamics Free Energy Perturbation and the OPLS Force Field.

Authors:  Devleena Shivakumar; Joshua Williams; Yujie Wu; Wolfgang Damm; John Shelley; Woody Sherman
Journal:  J Chem Theory Comput       Date:  2010-04-14       Impact factor: 6.006

4.  Probing the alpha-helical structural stability of stapled p53 peptides: molecular dynamics simulations and analysis.

Authors:  Zuojun Guo; Udayan Mohanty; Justin Noehre; Tomi K Sawyer; Woody Sherman; Goran Krilov
Journal:  Chem Biol Drug Des       Date:  2010-04       Impact factor: 2.817

Review 5.  How many drug targets are there?

Authors:  John P Overington; Bissan Al-Lazikani; Andrew L Hopkins
Journal:  Nat Rev Drug Discov       Date:  2006-12       Impact factor: 84.694

6.  Predicting absolute ligand binding free energies to a simple model site.

Authors:  David L Mobley; Alan P Graves; John D Chodera; Andrea C McReynolds; Brian K Shoichet; Ken A Dill
Journal:  J Mol Biol       Date:  2007-06-08       Impact factor: 5.469

7.  Random walk in orthogonal space to achieve efficient free-energy simulation of complex systems.

Authors:  Lianqing Zheng; Mengen Chen; Wei Yang
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-15       Impact factor: 11.205

8.  Specificity of ligand binding in a buried nonpolar cavity of T4 lysozyme: linkage of dynamics and structural plasticity.

Authors:  A Morton; B W Matthews
Journal:  Biochemistry       Date:  1995-07-11       Impact factor: 3.162

9.  Energetic origins of specificity of ligand binding in an interior nonpolar cavity of T4 lysozyme.

Authors:  A Morton; W A Baase; B W Matthews
Journal:  Biochemistry       Date:  1995-07-11       Impact factor: 3.162

10.  The future of molecular dynamics simulations in drug discovery.

Authors:  David W Borhani; David E Shaw
Journal:  J Comput Aided Mol Des       Date:  2011-12-20       Impact factor: 3.686

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  21 in total

1.  Computation of protein-ligand binding free energies using quantum mechanical bespoke force fields.

Authors:  Daniel J Cole; Israel Cabeza de Vaca; William L Jorgensen
Journal:  Medchemcomm       Date:  2019-02-27       Impact factor: 3.597

2.  Enhancing Side Chain Rotamer Sampling Using Nonequilibrium Candidate Monte Carlo.

Authors:  Kalistyn H Burley; Samuel C Gill; Nathan M Lim; David L Mobley
Journal:  J Chem Theory Comput       Date:  2019-02-11       Impact factor: 6.006

3.  Using the fast fourier transform in binding free energy calculations.

Authors:  Trung Hai Nguyen; Huan-Xiang Zhou; David D L Minh
Journal:  J Comput Chem       Date:  2017-12-22       Impact factor: 3.376

4.  Discovery of peptide ligands through docking and virtual screening at nicotinic acetylcholine receptor homology models.

Authors:  Abba E Leffler; Alexander Kuryatov; Henry A Zebroski; Susan R Powell; Petr Filipenko; Adel K Hussein; Juliette Gorson; Anna Heizmann; Sergey Lyskov; Richard W Tsien; Sébastien F Poget; Annette Nicke; Jon Lindstrom; Bernardo Rudy; Richard Bonneau; Mandë Holford
Journal:  Proc Natl Acad Sci U S A       Date:  2017-09-05       Impact factor: 11.205

5.  Computing Relative Binding Affinity of Ligands to Receptor: An Effective Hybrid Single-Dual-Topology Free-Energy Perturbation Approach in NAMD.

Authors:  Wei Jiang; Christophe Chipot; Benoît Roux
Journal:  J Chem Inf Model       Date:  2019-08-27       Impact factor: 4.956

Review 6.  Predicting Binding Free Energies: Frontiers and Benchmarks.

Authors:  David L Mobley; Michael K Gilson
Journal:  Annu Rev Biophys       Date:  2017-04-07       Impact factor: 12.981

7.  Absolute Binding Free Energies between T4 Lysozyme and 141 Small Molecules: Calculations Based on Multiple Rigid Receptor Configurations.

Authors:  Bing Xie; Trung Hai Nguyen; David D L Minh
Journal:  J Chem Theory Comput       Date:  2017-05-01       Impact factor: 6.006

Review 8.  Thermodynamics and Kinetics of Drug-Target Binding by Molecular Simulation.

Authors:  Sergio Decherchi; Andrea Cavalli
Journal:  Chem Rev       Date:  2020-10-02       Impact factor: 60.622

9.  Reduced Free Energy Perturbation/Hamiltonian Replica Exchange Molecular Dynamics Method with Unbiased Alchemical Thermodynamic Axis.

Authors:  Wei Jiang; Jonathan Thirman; Sunhwan Jo; Benoît Roux
Journal:  J Phys Chem B       Date:  2018-10-03       Impact factor: 2.991

10.  CHARMM-GUI Free Energy Calculator for Absolute and Relative Ligand Solvation and Binding Free Energy Simulations.

Authors:  Seonghoon Kim; Hiraku Oshima; Han Zhang; Nathan R Kern; Suyong Re; Jumin Lee; Benoît Roux; Yuji Sugita; Wei Jiang; Wonpil Im
Journal:  J Chem Theory Comput       Date:  2020-10-28       Impact factor: 6.006

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