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Domain Motion Enhanced (DoME) Model for Efficient Conformational Sampling of Multidomain Proteins
Chigusa Kobayashi1, Yasuhiro Matsunaga1, Ryotaro Koike2
1RIKEN Advanced Institute for Computational Science, 6-7-1 minatojima-minamimachi, Chuo-ku, Kobe, Hyogo 640-0047, Japan.
We developed a new coarse-grained (CG) model, the domain motion enhanced (DoME) model, for simulating large protein movements. This DoME-Go model efficiently simulates protein dynamics, overcoming limitations of traditional methods.
Area of Science:
- Computational biology
- Biophysics
- Protein dynamics
Background:
- Simulating large conformational changes in multidomain proteins with all-atom molecular dynamics (MD) is computationally challenging due to slow timescales.
- Existing coarse-grained (CG) models often struggle to accurately capture the complex dynamics of these proteins.
Purpose of the Study:
- To develop a novel CG model that enables stable and efficient MD simulations of multidomain proteins.
- To improve the sampling of conformational transitions in proteins with significant domain motions.
Main Methods:
- Introduction of the "Motion Tree" concept to quantify domain motions and identify rigid units.
- Development of the domain motion enhanced (DoME) CG model, where interdomain interactions are inversely proportional to domain motion magnitude.
- Application of the DoME model combined with the Go model (DoME-Go) for simulating adenylate kinase (AdK).
Main Results:
- DoME-Go simulations of adenylate kinase (AdK) showed excellent agreement with a 10 μs all-atom MD simulation and experimental data.
- The DoME-Go model produced stable simulation trajectories resistant to temperature variations.
- Conformational transitions were sampled more efficiently compared to the conventional Go model, even with rigid domains.
Conclusions:
- The DoME model offers a significant advancement for simulating multidomain protein dynamics.
- Identifying protein domains and their interfaces is a valuable strategy for developing effective CG models.
- The DoME-Go approach provides a computationally efficient and accurate method for studying protein conformational changes.
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