Abstract
In order to use classical molecular dynamics to complement experiments accurately, it is important to use robust descriptions of the system. The interactions between biomolecules, like aspartic and glutamic acid, and dissolved ions are often studied using standard biomolecular force-fields, where the interactions between biomolecules and cations are often not parameterized explicitly. In this study, we have employed metadynamics simulations to investigate different interactions of Ca with aspartic and glutamic acid and constructed the free energy profiles of Ca2+–carboxylate association. Starting from a generally accepted, AMBER-based force field, the association was substantially over and under-estimated, depending on the choice of water model (TIP3P and SPC/fw, respectively). To rectify this discrepancy, we have replaced the default calcium parameters. Additionally, we modified the σij value in the hetero-atomic Lennard-Jones interaction by 0.5% to further improve the interaction between Ca and carboxylate, based on comparison with the experimentally determined association constant for Ca with the carboxylate group of L-aspartic acid. The corrected description retrieved the structural properties of the ion pair in agreement with the original biomolecule – Ca2+ interaction in AMBER, whilst also producing an association constant comparable to experimental observations. This refined force field was then used to investigate the interactions between amino acids, calcium and carbonate ions during biogenic and biomimetic calcium carbonate mineralisation.
Original language | English |
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Pages (from-to) | 1220-1235 |
Number of pages | 16 |
Journal | Physical Chemistry Chemical Physics |
Volume | 25 |
Issue number | 2 |
DOIs | |
Publication status | Published - 14 Jan 2023 |
Bibliographical note
Funding Information:The research work of J. A. K., S. E. R. H. and M. W. is part of the Industrial Partner- ship Programme i32 Computational Sciences for Energy Research that is carried out under an agreement between Shell and the Netherlands Organisation for Scientific Research (NWO) (grant agreement no. [14CSTT06]). This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement no. [819588]). This work was carried out on the Dutch national e-infrastructure with the support of SURF Cooperative.
Publisher Copyright:
© 2023 The Royal Society of Chemistry.
Funding
The research work of J. A. K., S. E. R. H. and M. W. is part of the Industrial Partner- ship Programme i32 Computational Sciences for Energy Research that is carried out under an agreement between Shell and the Netherlands Organisation for Scientific Research (NWO) (grant agreement no. [14CSTT06]). This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement no. [819588]). This work was carried out on the Dutch national e-infrastructure with the support of SURF Cooperative.
Funders | Funder number |
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Shell | |
European Research Council | |
Nederlandse Organisatie voor Wetenschappelijk Onderzoek | 14CSTT06 |
Horizon 2020 | 819588 |
Keywords
- Aqueous-solution
- Binding
- Carbonate
- Complex-formation
- Force-field
- Metal-ions
- Nucleation
- Protein
- Side-chains
- Water