Cargando…
Coupling Coarse-Grained to Fine-Grained Models via Hamiltonian Replica Exchange
[Image: see text] The energy landscape of biomolecular systems contains many local minima that are separated by high energy barriers. Sampling this landscape in molecular dynamics simulations is a challenging task and often requires the use of enhanced sampling techniques. Here, we increase the samp...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American
Chemical Society
2020
|
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7426904/ https://www.ncbi.nlm.nih.gov/pubmed/32569465 http://dx.doi.org/10.1021/acs.jctc.0c00429 |
_version_ | 1783570780329607168 |
---|---|
author | Liu, Yang Pezeshkian, Weria Barnoud, Jonathan de Vries, Alex H. Marrink, Siewert J. |
author_facet | Liu, Yang Pezeshkian, Weria Barnoud, Jonathan de Vries, Alex H. Marrink, Siewert J. |
author_sort | Liu, Yang |
collection | PubMed |
description | [Image: see text] The energy landscape of biomolecular systems contains many local minima that are separated by high energy barriers. Sampling this landscape in molecular dynamics simulations is a challenging task and often requires the use of enhanced sampling techniques. Here, we increase the sampling efficiency by coupling the fine-grained (FG) GROMOS force field to the coarse-grained (CG) Martini force field via the Hamiltonian replica exchange method (HREM). We tested the efficiency of this procedure using a lutein/octane system. In traditional simulations, cis–trans transitions of lutein are barely observed due to the high energy barrier separating these states. However, many of these transitions are sampled with our HREM scheme. The proposed method offers new possibilities for enhanced sampling of biomolecular conformations, making use of CG models without compromising the accuracy of the FG model. |
format | Online Article Text |
id | pubmed-7426904 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American
Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-74269042020-08-14 Coupling Coarse-Grained to Fine-Grained Models via Hamiltonian Replica Exchange Liu, Yang Pezeshkian, Weria Barnoud, Jonathan de Vries, Alex H. Marrink, Siewert J. J Chem Theory Comput [Image: see text] The energy landscape of biomolecular systems contains many local minima that are separated by high energy barriers. Sampling this landscape in molecular dynamics simulations is a challenging task and often requires the use of enhanced sampling techniques. Here, we increase the sampling efficiency by coupling the fine-grained (FG) GROMOS force field to the coarse-grained (CG) Martini force field via the Hamiltonian replica exchange method (HREM). We tested the efficiency of this procedure using a lutein/octane system. In traditional simulations, cis–trans transitions of lutein are barely observed due to the high energy barrier separating these states. However, many of these transitions are sampled with our HREM scheme. The proposed method offers new possibilities for enhanced sampling of biomolecular conformations, making use of CG models without compromising the accuracy of the FG model. American Chemical Society 2020-06-22 2020-08-11 /pmc/articles/PMC7426904/ /pubmed/32569465 http://dx.doi.org/10.1021/acs.jctc.0c00429 Text en Copyright © 2020 American Chemical Society This is an open access article published under a Creative Commons Non-Commercial No Derivative Works (CC-BY-NC-ND) Attribution License (http://pubs.acs.org/page/policy/authorchoice_ccbyncnd_termsofuse.html) , which permits copying and redistribution of the article, and creation of adaptations, all for non-commercial purposes. |
spellingShingle | Liu, Yang Pezeshkian, Weria Barnoud, Jonathan de Vries, Alex H. Marrink, Siewert J. Coupling Coarse-Grained to Fine-Grained Models via Hamiltonian Replica Exchange |
title | Coupling Coarse-Grained to Fine-Grained Models via
Hamiltonian Replica Exchange |
title_full | Coupling Coarse-Grained to Fine-Grained Models via
Hamiltonian Replica Exchange |
title_fullStr | Coupling Coarse-Grained to Fine-Grained Models via
Hamiltonian Replica Exchange |
title_full_unstemmed | Coupling Coarse-Grained to Fine-Grained Models via
Hamiltonian Replica Exchange |
title_short | Coupling Coarse-Grained to Fine-Grained Models via
Hamiltonian Replica Exchange |
title_sort | coupling coarse-grained to fine-grained models via
hamiltonian replica exchange |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7426904/ https://www.ncbi.nlm.nih.gov/pubmed/32569465 http://dx.doi.org/10.1021/acs.jctc.0c00429 |
work_keys_str_mv | AT liuyang couplingcoarsegrainedtofinegrainedmodelsviahamiltonianreplicaexchange AT pezeshkianweria couplingcoarsegrainedtofinegrainedmodelsviahamiltonianreplicaexchange AT barnoudjonathan couplingcoarsegrainedtofinegrainedmodelsviahamiltonianreplicaexchange AT devriesalexh couplingcoarsegrainedtofinegrainedmodelsviahamiltonianreplicaexchange AT marrinksiewertj couplingcoarsegrainedtofinegrainedmodelsviahamiltonianreplicaexchange |