Cargando…
COFFDROP: A Coarse-Grained Nonbonded Force Field for Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics Simulations of Amino Acids
[Image: see text] We describe the derivation of a set of bonded and nonbonded coarse-grained (CG) potential functions for use in implicit-solvent Brownian dynamics (BD) simulations of proteins derived from all-atom explicit-solvent molecular dynamics (MD) simulations of amino acids. Bonded potential...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American
Chemical Society
2014
|
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4230375/ https://www.ncbi.nlm.nih.gov/pubmed/25400526 http://dx.doi.org/10.1021/ct5006328 |
_version_ | 1782344259655958528 |
---|---|
author | Andrews, Casey T. Elcock, Adrian H. |
author_facet | Andrews, Casey T. Elcock, Adrian H. |
author_sort | Andrews, Casey T. |
collection | PubMed |
description | [Image: see text] We describe the derivation of a set of bonded and nonbonded coarse-grained (CG) potential functions for use in implicit-solvent Brownian dynamics (BD) simulations of proteins derived from all-atom explicit-solvent molecular dynamics (MD) simulations of amino acids. Bonded potential functions were derived from 1 μs MD simulations of each of the 20 canonical amino acids, with histidine modeled in both its protonated and neutral forms; nonbonded potential functions were derived from 1 μs MD simulations of every possible pairing of the amino acids (231 different systems). The angle and dihedral probability distributions and radial distribution functions sampled during MD were used to optimize a set of CG potential functions through use of the iterative Boltzmann inversion (IBI) method. The optimized set of potential functions—which we term COFFDROP (COarse-grained Force Field for Dynamic Representation Of Proteins)—quantitatively reproduced all of the “target” MD distributions. In a first test of the force field, it was used to predict the clustering behavior of concentrated amino acid solutions; the predictions were directly compared with the results of corresponding all-atom explicit-solvent MD simulations and found to be in excellent agreement. In a second test, BD simulations of the small protein villin headpiece were carried out at concentrations that have recently been studied in all-atom explicit-solvent MD simulations by Petrov and Zagrovic (PLoS Comput. Biol.2014, 5, e1003638). The anomalously strong intermolecular interactions seen in the MD study were reproduced in the COFFDROP simulations; a simple scaling of COFFDROP’s nonbonded parameters, however, produced results in better accordance with experiment. Overall, our results suggest that potential functions derived from simulations of pairwise amino acid interactions might be of quite broad applicability, with COFFDROP likely to be especially useful for modeling unfolded or intrinsically disordered proteins. |
format | Online Article Text |
id | pubmed-4230375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | American
Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-42303752015-10-07 COFFDROP: A Coarse-Grained Nonbonded Force Field for Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics Simulations of Amino Acids Andrews, Casey T. Elcock, Adrian H. J Chem Theory Comput [Image: see text] We describe the derivation of a set of bonded and nonbonded coarse-grained (CG) potential functions for use in implicit-solvent Brownian dynamics (BD) simulations of proteins derived from all-atom explicit-solvent molecular dynamics (MD) simulations of amino acids. Bonded potential functions were derived from 1 μs MD simulations of each of the 20 canonical amino acids, with histidine modeled in both its protonated and neutral forms; nonbonded potential functions were derived from 1 μs MD simulations of every possible pairing of the amino acids (231 different systems). The angle and dihedral probability distributions and radial distribution functions sampled during MD were used to optimize a set of CG potential functions through use of the iterative Boltzmann inversion (IBI) method. The optimized set of potential functions—which we term COFFDROP (COarse-grained Force Field for Dynamic Representation Of Proteins)—quantitatively reproduced all of the “target” MD distributions. In a first test of the force field, it was used to predict the clustering behavior of concentrated amino acid solutions; the predictions were directly compared with the results of corresponding all-atom explicit-solvent MD simulations and found to be in excellent agreement. In a second test, BD simulations of the small protein villin headpiece were carried out at concentrations that have recently been studied in all-atom explicit-solvent MD simulations by Petrov and Zagrovic (PLoS Comput. Biol.2014, 5, e1003638). The anomalously strong intermolecular interactions seen in the MD study were reproduced in the COFFDROP simulations; a simple scaling of COFFDROP’s nonbonded parameters, however, produced results in better accordance with experiment. Overall, our results suggest that potential functions derived from simulations of pairwise amino acid interactions might be of quite broad applicability, with COFFDROP likely to be especially useful for modeling unfolded or intrinsically disordered proteins. American Chemical Society 2014-10-07 2014-11-11 /pmc/articles/PMC4230375/ /pubmed/25400526 http://dx.doi.org/10.1021/ct5006328 Text en Copyright © 2014 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes. |
spellingShingle | Andrews, Casey T. Elcock, Adrian H. COFFDROP: A Coarse-Grained Nonbonded Force Field for Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics Simulations of Amino Acids |
title | COFFDROP:
A Coarse-Grained Nonbonded Force Field for
Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics
Simulations of Amino Acids |
title_full | COFFDROP:
A Coarse-Grained Nonbonded Force Field for
Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics
Simulations of Amino Acids |
title_fullStr | COFFDROP:
A Coarse-Grained Nonbonded Force Field for
Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics
Simulations of Amino Acids |
title_full_unstemmed | COFFDROP:
A Coarse-Grained Nonbonded Force Field for
Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics
Simulations of Amino Acids |
title_short | COFFDROP:
A Coarse-Grained Nonbonded Force Field for
Proteins Derived from All-Atom Explicit-Solvent Molecular Dynamics
Simulations of Amino Acids |
title_sort | coffdrop:
a coarse-grained nonbonded force field for
proteins derived from all-atom explicit-solvent molecular dynamics
simulations of amino acids |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4230375/ https://www.ncbi.nlm.nih.gov/pubmed/25400526 http://dx.doi.org/10.1021/ct5006328 |
work_keys_str_mv | AT andrewscaseyt coffdropacoarsegrainednonbondedforcefieldforproteinsderivedfromallatomexplicitsolventmoleculardynamicssimulationsofaminoacids AT elcockadrianh coffdropacoarsegrainednonbondedforcefieldforproteinsderivedfromallatomexplicitsolventmoleculardynamicssimulationsofaminoacids |