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Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications

Molecular dynamics simulations have emerged as a powerful tool to study biological systems at varied length and timescales. The conventional all-atom molecular dynamics simulations are being used by the wider scientific community in routine to capture the conformational dynamics and local motions. I...

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Detalles Bibliográficos
Autores principales: Singh, Nidhi, Li, Wenjin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6696403/
https://www.ncbi.nlm.nih.gov/pubmed/31375023
http://dx.doi.org/10.3390/ijms20153774
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author Singh, Nidhi
Li, Wenjin
author_facet Singh, Nidhi
Li, Wenjin
author_sort Singh, Nidhi
collection PubMed
description Molecular dynamics simulations have emerged as a powerful tool to study biological systems at varied length and timescales. The conventional all-atom molecular dynamics simulations are being used by the wider scientific community in routine to capture the conformational dynamics and local motions. In addition, recent developments in coarse-grained models have opened the way to study the macromolecular complexes for time scales up to milliseconds. In this review, we have discussed the principle, applicability and recent development in coarse-grained models for biological systems. The potential of coarse-grained simulation has been reviewed through state-of-the-art examples of protein folding and structure prediction, self-assembly of complexes, membrane systems and carbohydrates fiber models. The multiscale simulation approaches have also been discussed in the context of their emerging role in unravelling hierarchical level information of biosystems. We conclude this review with the future scope of coarse-grained simulations as a constantly evolving tool to capture the dynamics of biosystems.
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spelling pubmed-66964032019-09-05 Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications Singh, Nidhi Li, Wenjin Int J Mol Sci Review Molecular dynamics simulations have emerged as a powerful tool to study biological systems at varied length and timescales. The conventional all-atom molecular dynamics simulations are being used by the wider scientific community in routine to capture the conformational dynamics and local motions. In addition, recent developments in coarse-grained models have opened the way to study the macromolecular complexes for time scales up to milliseconds. In this review, we have discussed the principle, applicability and recent development in coarse-grained models for biological systems. The potential of coarse-grained simulation has been reviewed through state-of-the-art examples of protein folding and structure prediction, self-assembly of complexes, membrane systems and carbohydrates fiber models. The multiscale simulation approaches have also been discussed in the context of their emerging role in unravelling hierarchical level information of biosystems. We conclude this review with the future scope of coarse-grained simulations as a constantly evolving tool to capture the dynamics of biosystems. MDPI 2019-08-01 /pmc/articles/PMC6696403/ /pubmed/31375023 http://dx.doi.org/10.3390/ijms20153774 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Singh, Nidhi
Li, Wenjin
Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications
title Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications
title_full Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications
title_fullStr Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications
title_full_unstemmed Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications
title_short Recent Advances in Coarse-Grained Models for Biomolecules and Their Applications
title_sort recent advances in coarse-grained models for biomolecules and their applications
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6696403/
https://www.ncbi.nlm.nih.gov/pubmed/31375023
http://dx.doi.org/10.3390/ijms20153774
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