Constant-pH Simulations with the Polarizable Atomic Multipole AMOEBA Force Field.
Andrew C Thiel1, Matthew J Speranza1, Sanika Jadhav2
1Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa 52242, United States.
Journal of Chemical Theory and Computation
|March 20, 2024
Summary
This study introduces the first polarizable constant-pH molecular dynamics (CpHMD) algorithm with the AMOEBA force field, accurately predicting protein titration states in crystalline systems. This advance enhances biomolecular simulations for drug discovery and biochemical mechanism studies.
Area of Science:
- Biomolecular simulations
- Computational chemistry
- Structural biology
Background:
- Predicting protein behavior across pH is crucial but challenging for simulations.
- Existing constant-pH molecular dynamics (CpHMD) methods are restricted to fixed-charge force fields.
- This limits their application to systems with polarizable force fields like AMOEBA.
Purpose of the Study:
- To develop the first polarizable CpHMD algorithm using the AMOEBA force field.
- To implement this algorithm within the open-source Force Field X (FFX) software.
- To enable accurate titration state predictions for crystalline biomolecular systems.
Main Methods:
- Developed a novel polarizable CpHMD algorithm integrated with the AMOEBA force field.
- Implemented the algorithm in the Force Field X (FFX) software, supporting all 230 space groups.
- Evaluated the method on 11 crystalline peptide systems containing titratable amino acids (Asp, Glu, His, Lys, Cys).
Main Results:
- Successfully predicted titration states for 15 out of 16 amino acids across 11 systems.
- Accurately modeled cysteine coordination with Zn2+ ions.
- Observed a minor discrepancy for a histidine residue in a peptide system, where simulations predicted equally populated tautomers.
Conclusions:
- Polarizable CpHMD with AMOEBA shows significant promise for pKa prediction and studying biochemical mechanisms.
- The developed method enhances accuracy for protein-ligand binding affinity in pharmaceutical lead optimization.
- This work expands the capabilities of biomolecular simulations for complex biological systems.
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