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Investigation of rare protein conformational transitions via dissipation-corrected targeted molecular dynamics

Biological Physics 2023-09-19 v1 Statistical Mechanics Biomolecules

Abstract

To sample rare events, dissipation-corrected targeted molecular dynamics (dcTMD) applies a constant velocity constraint along a one-dimensional reaction coordinate ss, which drives an atomistic system from an initial state into a target state. Employing a cumulant approximation of Jarzynski's identity, the free energy ΔG(s)\Delta G (s) is calculated from the mean external work and dissipated work of the process. By calculating the friction coefficient Γ(s)\Gamma (s) from the dissipated work, in a second step the equilibrium dynamics of the process can be studied by propagating a Langevin equation. While so far dcTMD has been mostly applied to study the unbinding of protein-ligand complexes, here its applicability to rare conformational transitions within a protein and the prediction of their kinetics is investigated. As this typically requires the introduction of multiple collective variables {xj}=x\{x_j\}= \vec{x}, a theoretical framework is outlined to calculate the associated free energy ΔG(x)\Delta G (\vec{x}) and friction \matrixΓ(x)\matrix{\Gamma}(\vec{x}) from dcTMD simulations along coordinate ss. Adopting the α\alpha-β\beta transition of alanine dipeptide as well as the open-closed transition of T4 lysozyme as representative examples, the virtues and shortcomings of dcTMD to predict protein conformational transitions and the related kinetics are studied.

Keywords

Cite

@article{arxiv.2309.08759,
  title  = {Investigation of rare protein conformational transitions via dissipation-corrected targeted molecular dynamics},
  author = {Matthias Post and Steffen Wolf and Gerhard Stock},
  journal= {arXiv preprint arXiv:2309.08759},
  year   = {2023}
}

Comments

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