Literature DB >> 26637041

Automated Parametrization of Biomolecular Force Fields from Quantum Mechanics/Molecular Mechanics (QM/MM) Simulations through Force Matching.

Patrick Maurer1, Alessandro Laio1, Håkan W Hugosson1, Maria Carola Colombo1, Ursula Rothlisberger1.   

Abstract

We introduce a novel procedure to parametrize biomolecular force fields. We perform finite-temperature quantum mechanics/molecular mechanics (QM/MM) molecular dynamics simulations, with the fragment or moiety that has to be parametrized being included in the QM region. By applying a force-matching algorithm, we derive a force field designed in order to reproduce the steric, electrostatic, and dynamic properties of the QM subsystem. The force field determined in this manner has an accuracy that is comparable to the one of the reference QM/MM calculation, but at a greatly reduced computational cost. This allows calculating quantities that would be prohibitive within a QM/MM approach, such as thermodynamic averages involving slow motions of a protein. The method is tested on three different systems in aqueous solution:  dihydrogenphosphate, glycyl-alanine dipeptide, and a nitrosyl-dicarbonyl complex of technetium(I). Molecular dynamics simulations with the optimized force field show overall excellent performance in reproducing properties such as structures and dipole moments of the solutes as well as their solvation pattern.

Entities:  

Year:  2007        PMID: 26637041     DOI: 10.1021/ct600284f

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  13 in total

1.  Toward Determining ATPase Mechanism in ABC Transporters: Development of the Reaction Path-Force Matching QM/MM Method.

Authors:  Y Zhou; P Ojeda-May; M Nagaraju; J Pu
Journal:  Methods Enzymol       Date:  2016-07-01       Impact factor: 1.600

2.  Alchemical Binding Free Energy Calculations in AMBER20: Advances and Best Practices for Drug Discovery.

Authors:  Tai-Sung Lee; Bryce K Allen; Timothy J Giese; Zhenyu Guo; Pengfei Li; Charles Lin; T Dwight McGee; David A Pearlman; Brian K Radak; Yujun Tao; Hsu-Chun Tsai; Huafeng Xu; Woody Sherman; Darrin M York
Journal:  J Chem Inf Model       Date:  2020-09-16       Impact factor: 4.956

3.  Internal force corrections with machine learning for quantum mechanics/molecular mechanics simulations.

Authors:  Jingheng Wu; Lin Shen; Weitao Yang
Journal:  J Chem Phys       Date:  2017-10-28       Impact factor: 3.488

4.  Molecular Dynamics Simulations with Quantum Mechanics/Molecular Mechanics and Adaptive Neural Networks.

Authors:  Lin Shen; Weitao Yang
Journal:  J Chem Theory Comput       Date:  2018-02-26       Impact factor: 6.006

5.  A Transferable Non-bonded Pairwise Force Field to Model Zinc Interactions in Metalloproteins.

Authors:  Ruibo Wu; Zhenyu Lu; Zexing Cao; Yingkai Zhang
Journal:  J Chem Theory Comput       Date:  2011-02-08       Impact factor: 6.006

6.  Development of a Robust Indirect Approach for MM → QM Free Energy Calculations That Combines Force-Matched Reference Potential and Bennett's Acceptance Ratio Methods.

Authors:  Timothy J Giese; Darrin M York
Journal:  J Chem Theory Comput       Date:  2019-09-17       Impact factor: 6.006

7.  Interrogation of the protein-protein interactions between human BRCA2 BRC repeats and RAD51 reveals atomistic determinants of affinity.

Authors:  Daniel J Cole; Eeson Rajendra; Meredith Roberts-Thomson; Bryn Hardwick; Grahame J McKenzie; Mike C Payne; Ashok R Venkitaraman; Chris-Kriton Skylaris
Journal:  PLoS Comput Biol       Date:  2011-07-14       Impact factor: 4.475

8.  Accelerating QM/MM Free Energy Computations via Intramolecular Force Matching.

Authors:  Phillip S Hudson; Stefan Boresch; David M Rogers; H Lee Woodcock
Journal:  J Chem Theory Comput       Date:  2018-11-15       Impact factor: 6.006

Review 9.  QM/MM molecular dynamics studies of metal binding proteins.

Authors:  Pietro Vidossich; Alessandra Magistrato
Journal:  Biomolecules       Date:  2014-07-08

Review 10.  Fighting Cancer with Transition Metal Complexes: From Naked DNA to Protein and Chromatin Targeting Strategies.

Authors:  Giulia Palermo; Alessandra Magistrato; Tina Riedel; Thibaud von Erlach; Curt A Davey; Paul J Dyson; Ursula Rothlisberger
Journal:  ChemMedChem       Date:  2015-12-04       Impact factor: 3.466

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