Rejection-free kinetic Monte Carlo simulation of multivalent biomolecular interactions
Abstract
The system-level dynamics of multivalent biomolecular interactions can be simulated using a rule-based kinetic Monte Carlo method in which a rejection sampling strategy is used to generate reaction events. This method becomes inefficient when simulating aggregation processes with large biomolecular complexes. Here, we present a rejection-free method for determining the kinetics of multivalent biomolecular interactions, and we apply the method to simulate simple models for ligand-receptor interactions. Simulation results show that performance of the rejection-free method is equal to or better than that of the rejection method over wide parameter ranges, and the rejection-free method is more efficient for simulating systems in which aggregation is extensive. The rejection-free method reported here should be useful for simulating a variety of systems in which multisite molecular interactions yield large molecular aggregates.
Keywords
Cite
@article{arxiv.0812.4619,
title = {Rejection-free kinetic Monte Carlo simulation of multivalent biomolecular interactions},
author = {Jin Yang and William S. Hlavacek},
journal= {arXiv preprint arXiv:0812.4619},
year = {2010}
}
Comments
18 pages, 6 figures