Multiscale Approach for Computing Gated Ligand Binding from Molecular Dynamics and Brownian Dynamics Simulations.
S Kashif Sadiq1,2,3, Abraham Muñiz Chicharro1,4, Patrick Friedrich1
1Molecular and Cellular Modeling Group, Heidelberg Institute for Theoretical Studies (HITS), Schloss-Wolfsbrunnenweg 35, 69118 Heidelberg, Germany.
We developed a new method to study protein conformational gating, finding it only moderately affects HIV-1 protease inhibitor binding. This approach can efficiently screen ligand binding kinetics for many compounds.
Area of Science:
- Biophysics
- Computational Biology
- Structural Biology
Background:
- Proteins can exist in multiple conformations, affecting their function.
- Understanding how protein dynamics influence ligand binding is crucial for drug discovery.
Purpose of the Study:
- To develop a computational approach for characterizing protein conformational gating.
- To quantify the impact of gating on ligand binding kinetics, specifically for HIV-1 protease.
Main Methods:
- Constructed a Markov state model from molecular dynamics simulations of apo-HIV-1 protease.
- Identified and characterized protein macrostates based on ligand accessibility and kinetics.
- Integrated rate constants into multistate gating theory to derive a gating factor (γ).
- Performed Brownian dynamics simulations to model inhibitor association kinetics.
Main Results:
- Identified a kinetic network of five HIV-1 protease macrostates, including a novel "parted" conformation.
- Found that conformational gating modestly slows ligand binding to HIV-1 protease (γ = 0.75).
- Simulated association rates for eight inhibitors, revealing deviations from simple gating models for many ligands.
Conclusions:
- The developed approach effectively quantifies conformational gating effects on ligand binding.
- Conformational gating plays a moderate role in HIV-1 protease inhibitor binding kinetics.
- The method is computationally efficient and scalable for screening large numbers of ligands in systems modulated by gating.
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