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Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme
A new set of efficient solvent-free dissipative particle dynamics (DPD) force fields was developed for phospholipids and peptides. To enhance transferability, this model maps around four heavy atoms and their connected hydrogen atoms into a coarse-grained elementary bead based on functional group. T...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5967728/ https://www.ncbi.nlm.nih.gov/pubmed/29795682 http://dx.doi.org/10.1371/journal.pone.0198049 |
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author | Wan, Mingwei Gao, Lianghui Fang, Weihai |
author_facet | Wan, Mingwei Gao, Lianghui Fang, Weihai |
author_sort | Wan, Mingwei |
collection | PubMed |
description | A new set of efficient solvent-free dissipative particle dynamics (DPD) force fields was developed for phospholipids and peptides. To enhance transferability, this model maps around four heavy atoms and their connected hydrogen atoms into a coarse-grained elementary bead based on functional group. The effective hybrid potential between any pair of beads is composed of a short-range repulsive soft-core potential that directly adopts the form of an explicit-solvent DPD model and a long-range attractive hydrophobic potential. The parameters of the attractive potentials for lipid molecules were obtained by fitting the explicit-solvent DPD simulation of one bead of any type in a water box, then finely tuning it until the bilayer membrane properties obtained in the explicit-solvent model were matched. These parameters were further extended to amino acids according to bead type. The structural and elastic properties of bilayer membranes, free energy profiles for a lipid flip-flop and amino acid analogues translocating across the membrane, and membrane pore formation induced by antimicrobial peptides obtained from this solvent-free DPD force field considerably agreed with the explicit-solvent DPD results. Importantly, the efficiency of this method is guaranteed to accelerate the assembly of vesicles composed of several thousand lipids by up to 50-fold, rendering the experimental liposome dynamics as well as membrane-peptide interactions feasible at accessible computational expense. |
format | Online Article Text |
id | pubmed-5967728 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-59677282018-06-08 Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme Wan, Mingwei Gao, Lianghui Fang, Weihai PLoS One Research Article A new set of efficient solvent-free dissipative particle dynamics (DPD) force fields was developed for phospholipids and peptides. To enhance transferability, this model maps around four heavy atoms and their connected hydrogen atoms into a coarse-grained elementary bead based on functional group. The effective hybrid potential between any pair of beads is composed of a short-range repulsive soft-core potential that directly adopts the form of an explicit-solvent DPD model and a long-range attractive hydrophobic potential. The parameters of the attractive potentials for lipid molecules were obtained by fitting the explicit-solvent DPD simulation of one bead of any type in a water box, then finely tuning it until the bilayer membrane properties obtained in the explicit-solvent model were matched. These parameters were further extended to amino acids according to bead type. The structural and elastic properties of bilayer membranes, free energy profiles for a lipid flip-flop and amino acid analogues translocating across the membrane, and membrane pore formation induced by antimicrobial peptides obtained from this solvent-free DPD force field considerably agreed with the explicit-solvent DPD results. Importantly, the efficiency of this method is guaranteed to accelerate the assembly of vesicles composed of several thousand lipids by up to 50-fold, rendering the experimental liposome dynamics as well as membrane-peptide interactions feasible at accessible computational expense. Public Library of Science 2018-05-24 /pmc/articles/PMC5967728/ /pubmed/29795682 http://dx.doi.org/10.1371/journal.pone.0198049 Text en © 2018 Wan et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wan, Mingwei Gao, Lianghui Fang, Weihai Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme |
title | Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme |
title_full | Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme |
title_fullStr | Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme |
title_full_unstemmed | Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme |
title_short | Implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme |
title_sort | implicit-solvent dissipative particle dynamics force field based on a four-to-one coarse-grained mapping scheme |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5967728/ https://www.ncbi.nlm.nih.gov/pubmed/29795682 http://dx.doi.org/10.1371/journal.pone.0198049 |
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