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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...

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Autores principales: Liu, Yang, Pezeshkian, Weria, Barnoud, Jonathan, de Vries, Alex H., Marrink, Siewert J.
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
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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.
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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
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