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Published on: July 16, 2017
A Hybrid All-Atom Structure-Based Model for Protein Folding and Large Scale Conformational Transitions
Ludovico Sutto1, Ilaria Mereu1, Francesco Luigi Gervasio1
1Spanish National Cancer Research Center (CNIO), Structural Biology and Biocomputing Programme, Melchor Fernandez Almagro, 3, E-28029 Madrid, Spain.
This study introduces a novel all-atom model for protein conformational transitions, merging classical force fields with structure-based potentials. The model efficiently simulates protein folding and kinase activation, revealing intermediate states and enabling large-scale system studies.
Area of Science:
- Computational Biology
- Biophysics
- Structural Biology
Background:
- Structure-based models are effective for protein folding energy landscapes.
- Existing models struggle with unbiased descriptions of local interactions during conformational changes.
- Studying complex protein rearrangements requires efficient and transferable models.
Purpose of the Study:
- To develop and validate a new all-atom model for simulating protein conformational transitions.
- To accurately capture both local and long-range interactions in proteins.
- To investigate the mechanisms of protein folding and kinase activation.
Main Methods:
- Developed an all-atom model combining classical force fields for local interactions and structure-based potentials for long-range interactions.
- Validated the model using simulations of protein folding for the villin headpiece and SH3 domain.
- Applied the model to study the activation mechanism of the c-Src kinase catalytic domain.
Main Results:
- The model successfully simulated protein folding reactions and characterized transition states.
- Simulations of c-Src kinase revealed a conformational rearrangement involving a loop and an alpha helix.
- A stable intermediate state was identified in the free energy landscape, suggesting a loop-opening mechanism.
Conclusions:
- The proposed all-atom model offers an accurate and computationally efficient approach for studying protein conformational transitions.
- The model's ability to capture local and long-range interactions makes it suitable for large protein systems.
- This method provides insights into the mechanisms of protein dynamics and activation.
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