Literature DB >> 31270236

Variational implicit-solvent predictions of the dry-wet transition pathways for ligand-receptor binding and unbinding kinetics.

Shenggao Zhou1,2, R Gregor Weiß3,4, Li-Tien Cheng5, Joachim Dzubiella6,7, J Andrew McCammon8, Bo Li9.   

Abstract

Ligand-receptor binding and unbinding are fundamental biomolecular processes and particularly essential to drug efficacy. Environmental water fluctuations, however, impact the corresponding thermodynamics and kinetics and thereby challenge theoretical descriptions. Here, we devise a holistic, implicit-solvent, multimethod approach to predict the (un)binding kinetics for a generic ligand-pocket model. We use the variational implicit-solvent model (VISM) to calculate the solute-solvent interfacial structures and the corresponding free energies, and combine the VISM with the string method to obtain the minimum energy paths and transition states between the various metastable ("dry" and "wet") hydration states. The resulting dry-wet transition rates are then used in a spatially dependent multistate continuous-time Markov chain Brownian dynamics simulation and the related Fokker-Planck equation calculations of the ligand stochastic motion, providing the mean first-passage times for binding and unbinding. We find the hydration transitions to significantly slow down the binding process, in semiquantitative agreement with existing explicit-water simulations, but significantly accelerate the unbinding process. Moreover, our methods allow the characterization of nonequilibrium hydration states of pocket and ligand during the ligand movement, for which we find substantial memory and hysteresis effects for binding vs. unbinding. Our study thus provides a significant step forward toward efficient, physics-based interpretation and predictions of the complex kinetics in realistic ligand-receptor systems.

Entities:  

Keywords:  dry–wet transitions; level-set method; ligand–receptor binding/unbinding kinetics; string method; variational implicit-solvent model

Year:  2019        PMID: 31270236      PMCID: PMC6660732          DOI: 10.1073/pnas.1902719116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  49 in total

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Authors:  Robert E. Babine; Steven L. Bender
Journal:  Chem Rev       Date:  1997-08-05       Impact factor: 60.622

2.  Dewetting-induced collapse of hydrophobic particles.

Authors:  X Huang; C J Margulis; B J Berne
Journal:  Proc Natl Acad Sci U S A       Date:  2003-09-24       Impact factor: 11.205

3.  Resonant activation over a fluctuating barrier.

Authors: 
Journal:  Phys Rev Lett       Date:  1992-10-19       Impact factor: 9.161

4.  Observation of a dewetting transition in the collapse of the melittin tetramer.

Authors:  Pu Liu; Xuhui Huang; Ruhong Zhou; B J Berne
Journal:  Nature       Date:  2005-09-01       Impact factor: 49.962

Review 5.  Interfaces and the driving force of hydrophobic assembly.

Authors:  David Chandler
Journal:  Nature       Date:  2005-09-29       Impact factor: 49.962

6.  Coupling hydrophobicity, dispersion, and electrostatics in continuum solvent models.

Authors:  J Dzubiella; J M J Swanson; J A McCammon
Journal:  Phys Rev Lett       Date:  2006-03-03       Impact factor: 9.161

7.  String method in collective variables: minimum free energy paths and isocommittor surfaces.

Authors:  Luca Maragliano; Alexander Fischer; Eric Vanden-Eijnden; Giovanni Ciccotti
Journal:  J Chem Phys       Date:  2006-07-14       Impact factor: 3.488

8.  Density functional theory of solvation and its relation to implicit solvent models.

Authors:  Rosa Ramirez; Daniel Borgis
Journal:  J Phys Chem B       Date:  2005-04-14       Impact factor: 2.991

9.  Coupling nonpolar and polar solvation free energies in implicit solvent models.

Authors:  J Dzubiella; J M J Swanson; J A McCammon
Journal:  J Chem Phys       Date:  2006-02-28       Impact factor: 3.488

Review 10.  Water mediation in protein folding and molecular recognition.

Authors:  Yaakov Levy; José N Onuchic
Journal:  Annu Rev Biophys Biomol Struct       Date:  2006
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  2 in total

1.  Short solvent model for ion correlations and hydrophobic association.

Authors:  Ang Gao; Richard C Remsing; John D Weeks
Journal:  Proc Natl Acad Sci U S A       Date:  2020-01-07       Impact factor: 11.205

2.  Coupling Monte Carlo, Variational Implicit Solvation, and Binary Level-Set for Simulations of Biomolecular Binding.

Authors:  Zirui Zhang; Clarisse G Ricci; Chao Fan; Li-Tien Cheng; Bo Li; J Andrew McCammon
Journal:  J Chem Theory Comput       Date:  2021-03-02       Impact factor: 6.006

  2 in total

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