Sampling of Protein Folding Transitions: Multicanonical Versus Replica Exchange Molecular Dynamics
Ping Jiang1, Fatih Yaşar, Ulrich H E Hansmann
1Department of Chemistry & Biochemistry, University of Oklahoma, Norman, OK 73019-5251, USA, and Department of Physics Engineering, Hacettepe University, Beytepe-Ankara 06800, TURKEY.
Abstract:
We compare the efficiency of multicanonical and replica exchange molecular dynamics for the sampling of folding/unfolding events in simulations of proteins with end-to-end β-sheet. In Go-model simulations of the 75-residue MNK6, we observe improvement factors of 30 in the number of folding/unfolding events of multicanonical molecular dynamics over replica exchange molecular dynamics. As an application, we use this enhanced sampling to study the folding landscape of the 36-residue DS119 with an all-atom physical force field and implicit solvent. Here, we find that the rate-limiting step is the formation of the central helix that then provides a scaffold for the parallel β-sheet formed by the two chain ends.
Insights
Multicanonical molecular dynamics significantly enhances protein folding/unfolding simulations. This method offers a 30-fold improvement over replica exchange, aiding in detailed studies of protein folding landscapes.
Area of Science:
- Computational biology
- Biophysics
- Protein dynamics
Background:
- Molecular dynamics (MD) simulations are crucial for understanding protein folding.
- Efficiently sampling folding/unfolding events remains a challenge in MD.
- Enhanced sampling techniques aim to overcome timescale limitations in simulations.
Purpose of the Study:
- To compare the efficiency of multicanonical (MU MD) and replica exchange molecular dynamics (RE MD) for sampling protein folding/unfolding events.
- To apply an efficient sampling method to study the folding landscape of a specific protein.
Main Methods:
- Simulations using a Go-model for the 75-residue MNK6 protein to compare MU MD and RE MD.
- All-atom simulations with an implicit solvent model for the 36-residue DS119 protein using enhanced sampling.
- Analysis of folding/unfolding events and intermediate structures.
Main Results:
- MU MD demonstrated a 30-fold improvement in sampling folding/unfolding events compared to RE MD in Go-model simulations.
- The folding landscape of DS119 revealed that central helix formation is the rate-limiting step.
- The central helix acts as a scaffold for the parallel beta-sheet formation at the chain ends.
Conclusions:
- Multicanonical molecular dynamics is a more efficient enhanced sampling technique than replica exchange for protein folding simulations.
- The folding pathway of DS119 involves initial helix formation followed by beta-sheet assembly.
- These findings provide insights into protein folding mechanisms and the utility of advanced simulation methods.
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