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Updated: Mar 6, 2026

Bio-layer Interferometry for Measuring Kinetics of Protein-protein Interactions and Allosteric Ligand Effects
Published on: February 18, 2014
Multiple Ligand Unbinding Pathways and Ligand-Induced Destabilization Revealed by WExplore
1Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan; Department of Computational Mathematics, Science, and Engineering, Michigan State University, East Lansing, Michigan.
We simulated ligand unbinding pathways using WExplore, revealing three exit routes for trypsin-benzamidine. This method accurately predicts ligand exit rates and binding pose stability.
Area of Science:
- Computational chemistry
- Biophysics
- Molecular dynamics
Background:
- Understanding ligand-protein interactions is crucial for drug discovery.
- Simulating rare events like ligand unbinding remains computationally challenging.
Purpose of the Study:
- To simulate and analyze full ligand exit pathways for the trypsin-benzamidine system.
- To investigate the properties of ligand binding and identify key binding poses.
Main Methods:
- Utilized the WExplore sampling technique to simulate millisecond-scale unbinding events.
- Employed a weighted ensemble method with on-the-fly region division, cloning, and merging.
- Visualized pathways using conformation space networks.
Main Results:
- Achieved a ligand exit rate of 180 μs, close to experimental values.
- Identified three distinct ligand exit channels, two involving rare loop motions.
- Observed direct stabilization and indirect destabilization effects of ligand binding.
Conclusions:
- WExplore effectively simulates rare unbinding events and provides broad pathway sampling.
- Crystallographic poses are characterized by strong stabilization and minimal destabilization of protein interactions.
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