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Multisecond ligand dissociation dynamics from atomistic simulations

Steffen Wolf, Benjamin Lickert, Simon Bray, Gerhard Stock

2020Nature Communications82 citationsDOIOpen Access PDF

Abstract

Coarse-graining of fully atomistic molecular dynamics simulations is a long-standing goal in order to allow the description of processes occurring on biologically relevant timescales. For example, the prediction of pathways, rates and rate-limiting steps in protein-ligand unbinding is crucial for modern drug discovery. To achieve the enhanced sampling, we perform dissipation-corrected targeted molecular dynamics simulations, which yield free energy and friction profiles of molecular processes under consideration. Subsequently, we use these fields to perform temperature-boosted Langevin simulations which account for the desired kinetics occurring on multisecond timescales and beyond. Adopting the dissociation of solvated sodium chloride, trypsin-benzamidine and Hsp90-inhibitor protein-ligand complexes as test problems, we reproduce rates from molecular dynamics simulation and experiments within a factor of 2-20, and dissociation constants within a factor of 1-4. Analysis of friction profiles reveals that binding and unbinding dynamics are mediated by changes of the surrounding hydration shells in all investigated systems.

Topics & Concepts

Molecular dynamicsDissociation (chemistry)Langevin dynamicsChemical physicsKineticsDissociation rateDynamics (music)ChemistryMaterials scienceMoleculeYield (engineering)Brownian dynamicsPotential energyComputational chemistryStatistical physicsMetadynamicsWork (physics)Rare eventsMolecular bindingActivation energySolvationKinetic energyProtein Structure and DynamicsEnzyme Structure and FunctionForce Microscopy Techniques and Applications
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