Study of the Villin Headpiece folding dynamics by combining coarse-grained Monte Carlo evolution and all-atom Molecular Dynamics
Giacomo M.S. De Mori, Giorgio Colombo, Cristian Micheletti

TL;DR
This study introduces a combined coarse-grained Monte Carlo and all-atom Molecular Dynamics approach to investigate Villin headpiece folding, providing detailed insights into folding pathways and mechanisms.
Contribution
The paper presents a novel two-stage simulation strategy integrating MC and MD to efficiently explore folding dynamics of Villin headpiece.
Findings
MD trajectories rapidly reach folded states with low RMSD
Insights into local and non-local interaction roles in folding
Effective selection of initial conformations for MD simulations
Abstract
The folding mechanism of the Villin headpiece (HP36) is studied by means of a novel approach which entails an initial coarse-grained Monte Carlo (MC) scheme followed by all-atom molecular dynamics (MD) simulations in explicit solvent. The MC evolution occurs in a simplified free-energy landscape and allows an efficient selection of marginally-compact structures which are taken as viable initial conformations for the MD. The coarse-grained MC structural representation is connected to the one with atomic resolution through a ``fine--graining'' reconstruction algorithm. This two-stage strategy is used to select and follow the dynamics of seven different unrelated conformations of HP36. In a notable case the MD trajectory rapidly evolves towards the folded state, yielding a typical RMS deviation of the core region of only 2.4 A from the closest NMR model (the typical RMSD over the whole…
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Taxonomy
TopicsBlock Copolymer Self-Assembly · Machine Learning in Materials Science · Surface Chemistry and Catalysis
