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Efficient, Polarizable Charge Model for Molecular Simulation

Efficient, Polarizable Charge Model for Molecular Simulation

Michael Schauperl (ORCID: 0000-0001-5648-8170)
  • Grant DOI 10.55776/J4150
  • Funding program Erwin Schrödinger
  • Status ended
  • Start April 1, 2018
  • End October 31, 2020
  • Funding amount € 150,923
  • Project website

Disciplines

Chemistry (80%); Medical-Theoretical Sciences, Pharmacy (20%)

Keywords

    Polarizable Force Field, Parameterisation, Force Field Developement, Charge Model, AM1-BCC

Abstract Final report

Computers serve chemists from various disciplines as an indispensable tool to understand, but also to perform experiments. The Nobel-Committee recently underlined the importance of computational research by awarding the 2013 Nobel Prize in Chemistry to M. Karplus, M. Levitt and A. Warshel for their contributions to the field of computer-assisted simulations on the interaction of chemical systems. A vast variety of different tools are available to theoretical chemists today. In an ideal world, the most accurate method would always be used. Unfortunately, for all relevant questions this is computationally far too demanding. Therefore, theoreticians have to develop and use more approximated methods, balancing accuracy and computational effort. The method of choice in the pharmaceutical industry are so-called force fields. They are used in the early stages of nearly every drug design project to select promising candidates for the use as future medication. The force field method allows to simulate entire proteins, which very often are the targets of potential drugs, with adequate accuracy. Although this technique has already been developed for over 35 years, some errors introduced by the used approximations still persist. For this reason, efforts have been made in recent years to develop force fields based on a physically sounder description of the investigated systems. One of the main sources of error in state-of-the-art force fields is the simplification that molecules do not respond to their environment and vice versa, whereas in reality they do. The project focuses on the improvement of a next generation force field (a so-called polarizable force field), where molecules are able to respond to their environment, causing a significant error reduction. The goal of the presented project is the development of a very efficient and easy-to-handle polarizable force field. To achieve this, the project will follow an innovative, easy methodology in comparisons to previous development projects: Instead of designing a completely independent force field, we will build on a very popular state-of-the-art force field and refurbish it with additional functions. This will result in a robust, fast, and also efficient polarizable force field. Thereby, a method with increased accuracy but only minor additional computational costs will be developed. As force fields are heavily used in the field of pharmaceutical chemistry, we expect that, amongst others, especially the field of modern drug development will benefit from this project.

Computers serve chemists from various disciplines as an indispensable tool to understand, but also to perform experiments. The Nobel-Committee recently underlined the importance of computational research by awarding the 2013 Nobel Prize in Chemistry to M. Karplus, M. Levitt and A. Warshel for their contributions to the field of computer-assisted simulations on the interaction of chemical systems. A vast variety of different tools are available to theoretical chemists today. In an ideal world, the most accurate method would always be used. Unfortunately, for all relevant questions this is computationally far too demanding. Therefore, theoreticians have to develop and use more approximated methods, balancing accuracy and computational effort. The method of choice in the pharmaceutical industry are so-called force fields. They are used in the early stages of nearly every drug design project to select promising candidates for the use as future medication. The force field method allows to simulate entire proteins, which very often are the targets of potential drugs, with adequate accuracy. Although this technique has already been developed for over 35 years, some errors introduced by the used approximations still persist. For this reason, efforts have been made in recent years to develop force fields based on a physically sounder description of the investigated systems. One of the main sources of error in state-of-the-art force fields is the erroneous description of the molecules electrostatics. In this project we developed a new method to describe the electrostatic of a molecule in a given environment more accurately. The method has its foundation in more accurate quantum chemical calculation and therefore does not rely, in contrast to earlier methods, on fortuitous error compensation. In a second step we developed parameters for a next generation force field (a so-called polarizable force field), where molecules are able to respond to their environment, causing a significant error reduction. In the context of this project we developed a parameterization schema for a very efficient and easy-to-handle polarizable force field. This was achieved by following an innovative, easy methodology in comparisons to previous development projects: Instead of designing a completely independent force field, we build on a very popular state-of-the-art force field and refurbished it with additional functions.

Research institution(s)
  • University of California San Diego - 100%
International project participants
  • Christopher Bayly, Sonstige Forschungs- oder Entwicklungseinrichtungen - Canada
  • David Mobley, University of California at Irvine - USA

Research Output

  • 383 Citations
  • 11 Publications
Publications
  • 2019
    Title Solvation Free Energy as a Measure of Hydrophobicity: Application to Serine Protease Binding Interfaces
    DOI 10.1021/acs.jctc.9b00742
    Type Journal Article
    Author Kraml J
    Journal Journal of Chemical Theory and Computation
    Pages 5872-5882
    Link Publication
  • 2019
    Title Benchmarking Electronic Structure Methods for Accurate Fixed-Charge Electrostatic Models
    DOI 10.1021/acs.jcim.9b00962
    Type Journal Article
    Author Zhou A
    Journal Journal of Chemical Information and Modeling
    Pages 249-258
    Link Publication
  • 2020
    Title Data-driven analysis of the number of Lennard–Jones types needed in a force field
    DOI 10.1038/s42004-020-00395-w
    Type Journal Article
    Author Schauperl M
    Journal Communications Chemistry
    Pages 173
    Link Publication
  • 2020
    Title Solvation Thermodynamics in Different Solvents: Water–Chloroform Partition Coefficients from Grid Inhomogeneous Solvation Theory
    DOI 10.1021/acs.jcim.0c00289
    Type Journal Article
    Author Kraml J
    Journal Journal of Chemical Information and Modeling
    Pages 3843-3853
    Link Publication
  • 2020
    Title Macrocycle Cell Permeability Measured by Solvation Free Energies in Polar and Apolar Environments
    DOI 10.1021/acs.jcim.0c00280
    Type Journal Article
    Author Kamenik A
    Journal Journal of Chemical Information and Modeling
    Pages 3508-3517
    Link Publication
  • 2020
    Title Non-bonded force field model with advanced restrained electrostatic potential charges (RESP2)
    DOI 10.1038/s42004-020-0291-4
    Type Journal Article
    Author Schauperl M
    Journal Communications Chemistry
    Pages 44
    Link Publication
  • 2019
    Title Benchmarking Electronic Structure Methods for Accurate Fixed-Charge Electrostatic Models
    DOI 10.26434/chemrxiv.9985079.v2
    Type Preprint
    Author Zhou A
    Link Publication
  • 2019
    Title Coil–Globule Transition Thermodynamics of Poly(N-isopropylacrylamide)
    DOI 10.1021/acs.jpcb.9b06125
    Type Journal Article
    Author Podewitz M
    Journal The Journal of Physical Chemistry B
    Pages 8838-8847
  • 2019
    Title Hydration of Aromatic Heterocycles as an Adversary of p-Stacking
    DOI 10.1021/acs.jcim.9b00395
    Type Journal Article
    Author Loeffler J
    Journal Journal of Chemical Information and Modeling
    Pages 4209-4219
    Link Publication
  • 2020
    Title STACKED – Solvation Theory of Aromatic Complexes as Key for Estimating Drug Binding
    DOI 10.1021/acs.jcim.9b01165
    Type Journal Article
    Author Loeffler J
    Journal Journal of Chemical Information and Modeling
    Pages 2304-2313
    Link Publication
  • 2020
    Title Data-Driven Mapping of Gas-Phase Quantum Calculations to General Force Field Lennard-Jones Parameters.
    DOI 10.1021/acs.jctc.9b00713
    Type Journal Article
    Author Kantonen S
    Journal Journal of chemical theory and computation
    Pages 1115-1127
    Link Publication

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