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Temperature Accelerated Molecular Dynamics with Soft-Ratcheting Criterion Orients Enhanced Sampling by Low-Resolution
Isidro Cortes-Ciriano1, Guillaume Bouvier1, Michael Nilges1
1Unité de Bioinformatique Structurale, CNRS UMR 3528, Structural Biology and Chemistry Department, Institut Pasteur , 25-28, rue Dr. Roux, 75 724 Paris, France.
We developed soft-ratcheting temperature-accelerated molecular dynamics (sr-TAMD) to efficiently explore protein conformations. This method rapidly samples globular structures of adenyl cyclase, consistent with experimental data.
Area of Science:
- Biochemistry
- Computational Biology
- Structural Biology
Background:
- Proteins exist in multiple conformations, challenging computational exploration.
- Enhanced sampling methods often lack focus, while targeted pulling introduces bias.
Purpose of the Study:
- Introduce soft-ratcheting temperature-accelerated molecular dynamics (sr-TAMD) for efficient conformational sampling.
- Utilize low-resolution or qualitative information to guide molecular dynamics simulations.
Main Methods:
- sr-TAMD couples temperature-accelerated molecular dynamics (TAMD) with a soft-ratcheting algorithm.
- The algorithm filters collective variable (CV) values based on predefined criteria.
- Applied to explore the inactive state of adenyl cyclase (AC) from Bordetella pertussis.
Main Results:
- sr-TAMD enhanced sampling of AC's conformational space, focusing on globular structures.
- Successfully sampled a diverse set of inactive AC conformations.
- Results align with hydrodynamic measurements indicating a more globular inactive state.
Conclusions:
- sr-TAMD effectively enhances and filters CV space exploration in molecular dynamics.
- Provides an extensive description of the inactive AC state, consistent with experimental findings.
- Offers a novel approach for studying protein conformational dynamics using limited data.
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