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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6696403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT singhnidhi recentadvancesincoarsegrainedmodelsforbiomoleculesandtheirapplications AT liwenjin recentadvancesincoarsegrainedmodelsforbiomoleculesandtheirapplications |