Nonbonded Force Field Parameters Derived from Atoms-in-Molecules Methods Reproduce Interactions in Proteins from
Carlos Castillo-Orellana1, Farnaz Heidar-Zadeh2, Esteban Vöhringer-Martinez1
1Departamento de Físico-Química, Facultad de Ciencias Químicas, Universidad de Concepción, 4070371 Concepción, Chile.
Journal of Chemical Theory and Computation
|February 14, 2025
Summary
This study develops accurate, cost-effective protein force fields using the atoms-in-molecules (AIM) approach to model noncovalent interactions. These new parameters improve predictions of protein behavior and function in simulations.
Area of Science:
- Computational Chemistry
- Biophysics
- Molecular Modeling
Background:
- Noncovalent interactions are fundamental to biological processes like protein-protein interactions and DNA folding.
- Accurate and computationally inexpensive force fields are needed to simulate large biomolecules and their functions.
- Existing force fields require improvement to precisely capture the quantum nature of atomic interactions.
Purpose of the Study:
- To derive nonbonded protein force field parameters from partitioned electron density using the atoms-in-molecules (AIM) approach.
- To validate these AIM-derived parameters against first-principles calculations for key amino acid side-chain interactions.
- To introduce a constrained AIM method for optimizing protein force fields.
Main Methods:
- Utilized the atoms-in-molecules (AIM) approach to partition electron density and derive force field parameters.
- Validated electrostatic and van der Waals interaction energies against absolute localized molecular orbital-energy decomposition analysis (ALMO-EDA).
- Employed the minimal basis iterative stockholder (MBIS) scheme for atomic charges and C6 coefficients.
Main Results:
- AIM-derived atomic charges accurately reproduced electrostatic interactions (4-7 kJ/mol MAE).
- MBIS-derived C6 coefficients effectively predicted dispersion interactions (mean error -2 kJ/mol).
- A constrained AIM method was developed to optimize side-chain interactions while maintaining backbone compatibility.
Conclusions:
- Validated AIM methods provide cost-effective force fields for depicting noncovalent interactions in proteins.
- These methods achieve chemical precision, enabling better prediction of protein conformational changes and function.
- The approach enhances the accuracy of molecular dynamics simulations for biological systems.
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