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Can MM/GBSA calculations be sped up by system truncation?
Majda Misini Ignjatović1, Paulius Mikulskis1, Pär Söderhjelm2
1Department of Theoretical Chemistry, Lund University, Chemical Centre, P. O. Box 124, Lund, SE-221 00, Sweden.
Calculating protein-ligand binding free energy using MM/GBSA can be accelerated. Truncating the system after molecular dynamics (MD) simulations, rather than before, allows for significant atom reduction with minimal impact on accuracy.
Area of Science:
- Computational chemistry
- Molecular modeling
- Biophysics
Background:
- Accurate calculation of protein-ligand binding free energy is crucial for drug discovery.
- The MM/GBSA method is a popular approach for such calculations.
- Reducing computational cost is essential for high-throughput screening.
Purpose of the Study:
- To investigate the feasibility of accelerating MM/GBSA calculations by reducing the number of atoms included.
- To determine the optimal system size for accurate binding free energy estimations.
- To assess the impact of system truncation on simulation accuracy.
Main Methods:
- Molecular mechanics combined with generalized Born and surface area solvation (MM/GBSA) approach.
- Molecular dynamics (MD) simulations were performed on protein-ligand systems.
- System truncation was evaluated at different stages: before and after MD simulations.
- Binding free energies were calculated for truncated and full systems.
Main Results:
- Truncating the protein before MD simulations led to significant changes in binding energy (e.g., 4 kJ/mol at 19 Å for phenol derivatives).
- Errors were reduced when no atoms were fixed during simulations (avg. 2 kJ/mol at 19 Å).
- Truncating snapshots after MD simulations allowed omitting atoms >8.5 Å from the ligand with minimal energy change (avg. 1 kJ/mol).
Conclusions:
- Truncating protein systems *after* MD simulations is a viable strategy to reduce computational cost for MM/GBSA calculations.
- This approach is particularly relevant for more computationally demanding methods like quantum mechanics.
- Careful consideration of truncation strategy is necessary to maintain accuracy in binding free energy calculations.
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