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Ligand Entropy in Gas-Phase, Upon Solvation and Protein Complexation. Fast Estimation with Quasi-Newton Hessian
S Wlodek1, A G Skillman1, A Nicholls1
1OpenEye Scientific Software Incorporated, 9 Bisbee Court, Suite D, Santa Fe, New Mexico 87508.
Journal of Chemical Theory and Computation
|December 1, 2015
Summary
This study introduces a fast entropy estimation method for molecules in various environments. The Hessian matrix aids in predicting vibrational entropies, with analytical models proving efficient for solvation entropy calculations.
Area of Science:
- Computational Chemistry
- Molecular Modeling
- Biophysics
Background:
- Entropy estimation is crucial for molecular simulations.
- Accurate entropy calculation is computationally demanding.
- Understanding solvation entropy is key in drug discovery.
Purpose of the Study:
- To develop a rapid entropy estimation method for small molecules.
- To evaluate the Hessian matrix for vibrational entropy prediction.
- To compare analytical and rigorous solvation models.
Main Methods:
- Utilized quasi-Newton optimization to build the Hessian matrix.
- Employed classical molecular potentials for molecular geometry optimization.
- Applied a simple analytical solvation model and scaled particle theory.
Main Results:
- The Hessian matrix accurately predicts vibrational entropies in vacuum, solution, and protein environments.
- An analytical solvation model achieved comparable accuracy to Poisson-based models.
- Scaled particle theory improved hydrophobic solvation entropy estimation.
Conclusions:
- A computationally efficient method for entropy estimation is presented.
- Analytical solvation models offer a viable alternative for solution-phase entropy calculations.
- The proposed method facilitates faster and more accurate molecular simulations.
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