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Development and Validation of the Quantum Mechanical Bespoke Protein Force Field

[Image: see text] Molecular mechanics force field parameters for macromolecules, such as proteins, are traditionally fit to reproduce experimental properties of small molecules, and thus, they neglect system-specific polarization. In this paper, we introduce a complete protein force field that is de...

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Autores principales: Allen, Alice E. A., Robertson, Michael J., Payne, Michael C., Cole, Daniel J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2019
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6740169/
https://www.ncbi.nlm.nih.gov/pubmed/31528808
http://dx.doi.org/10.1021/acsomega.9b01769
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author Allen, Alice E. A.
Robertson, Michael J.
Payne, Michael C.
Cole, Daniel J.
author_facet Allen, Alice E. A.
Robertson, Michael J.
Payne, Michael C.
Cole, Daniel J.
author_sort Allen, Alice E. A.
collection PubMed
description [Image: see text] Molecular mechanics force field parameters for macromolecules, such as proteins, are traditionally fit to reproduce experimental properties of small molecules, and thus, they neglect system-specific polarization. In this paper, we introduce a complete protein force field that is designed to be compatible with the quantum mechanical bespoke (QUBE) force field by deriving nonbonded parameters directly from the electron density of the specific protein under study. The main backbone and sidechain protein torsional parameters are rederived in this work by fitting to quantum mechanical dihedral scans for compatibility with QUBE nonbonded parameters. Software is provided for the preparation of QUBE input files. The accuracy of the new force field, and the derived torsional parameters, is tested by comparing the conformational preferences of a range of peptides and proteins with experimental measurements. Accurate backbone and sidechain conformations are obtained in molecular dynamics simulations of dipeptides, with NMR J coupling errors comparable to the widely used OPLS force field. In simulations of five folded proteins, the secondary structure is generally retained, and the NMR J coupling errors are similar to standard transferable force fields, although some loss of the experimental structure is observed in certain regions of the proteins. With several avenues for further development, the use of system-specific nonbonded force field parameters is a promising approach for next-generation simulations of biological molecules.
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spelling pubmed-67401692019-09-16 Development and Validation of the Quantum Mechanical Bespoke Protein Force Field Allen, Alice E. A. Robertson, Michael J. Payne, Michael C. Cole, Daniel J. ACS Omega [Image: see text] Molecular mechanics force field parameters for macromolecules, such as proteins, are traditionally fit to reproduce experimental properties of small molecules, and thus, they neglect system-specific polarization. In this paper, we introduce a complete protein force field that is designed to be compatible with the quantum mechanical bespoke (QUBE) force field by deriving nonbonded parameters directly from the electron density of the specific protein under study. The main backbone and sidechain protein torsional parameters are rederived in this work by fitting to quantum mechanical dihedral scans for compatibility with QUBE nonbonded parameters. Software is provided for the preparation of QUBE input files. The accuracy of the new force field, and the derived torsional parameters, is tested by comparing the conformational preferences of a range of peptides and proteins with experimental measurements. Accurate backbone and sidechain conformations are obtained in molecular dynamics simulations of dipeptides, with NMR J coupling errors comparable to the widely used OPLS force field. In simulations of five folded proteins, the secondary structure is generally retained, and the NMR J coupling errors are similar to standard transferable force fields, although some loss of the experimental structure is observed in certain regions of the proteins. With several avenues for further development, the use of system-specific nonbonded force field parameters is a promising approach for next-generation simulations of biological molecules. American Chemical Society 2019-08-27 /pmc/articles/PMC6740169/ /pubmed/31528808 http://dx.doi.org/10.1021/acsomega.9b01769 Text en Copyright © 2019 American Chemical Society This is an open access article published under a Creative Commons Attribution (CC-BY) License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html) , which permits unrestricted use, distribution and reproduction in any medium, provided the author and source are cited.
spellingShingle Allen, Alice E. A.
Robertson, Michael J.
Payne, Michael C.
Cole, Daniel J.
Development and Validation of the Quantum Mechanical Bespoke Protein Force Field
title Development and Validation of the Quantum Mechanical Bespoke Protein Force Field
title_full Development and Validation of the Quantum Mechanical Bespoke Protein Force Field
title_fullStr Development and Validation of the Quantum Mechanical Bespoke Protein Force Field
title_full_unstemmed Development and Validation of the Quantum Mechanical Bespoke Protein Force Field
title_short Development and Validation of the Quantum Mechanical Bespoke Protein Force Field
title_sort development and validation of the quantum mechanical bespoke protein force field
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6740169/
https://www.ncbi.nlm.nih.gov/pubmed/31528808
http://dx.doi.org/10.1021/acsomega.9b01769
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