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

被引:74
|
作者
Singh, Nidhi [1 ,2 ]
Li, Wenjin [1 ]
机构
[1] Shenzhen Univ, Inst Adv Study, Shenzhen 518060, Peoples R China
[2] Shenzhen Univ, Coll Phys & Optoelect Engn, Shenzhen 518060, Peoples R China
基金
中国国家自然科学基金;
关键词
molecular dynamics simulation; coarse-grained modelling; multiscale simulation; biomolecules; MOLECULAR-DYNAMICS SIMULATIONS; UNRES FORCE-FIELD; X-RAY-SCATTERING; PROTEIN-STRUCTURE; STRUCTURE PREDICTION; MEMBRANE-PROTEINS; STRUCTURAL BASIS; ESCRT-I; SERVER; AGGREGATION;
D O I
10.3390/ijms20153774
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] Coarse-grained models to study dynamics of nanoscale biomolecules and their applications to the ribosome
    Trylska, Joanna
    [J]. JOURNAL OF PHYSICS-CONDENSED MATTER, 2010, 22 (45)
  • [2] Coarse-Grained Protein Models and Their Applications
    Kmiecik, Sebastian
    Gront, Dominik
    Kolinski, Michal
    Wieteska, Lukasz
    Dawid, Aleksandra Elzbieta
    Kolinski, Andrzej
    [J]. CHEMICAL REVIEWS, 2016, 116 (14) : 7898 - 7936
  • [3] Recent Advances in Transferable Coarse-Grained Modeling of Proteins
    Kar, Parimal
    Feig, Michael
    [J]. BIOMOLECULAR MODELLING AND SIMULATIONS, 2014, 96 : 143 - 180
  • [4] Recent advances in coarse-grained modeling of virus assembly
    Hagan, Michael F.
    Zandi, Roya
    [J]. CURRENT OPINION IN VIROLOGY, 2016, 18 : 36 - 43
  • [5] Applications of Coarse-Grained Models in Metabolic Engineering
    Doan, Dieu Thi
    Hoang, Manh Dat
    Heins, Anna-Lena
    Kremling, Andreas
    [J]. FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 9
  • [6] A Review of Cellulose Coarse-Grained Models and Their Applications
    Mehandzhiyski, Aleksandar Y.
    Zozoulenko, Igor
    [J]. POLYSACCHARIDES, 2021, 2 (02): : 257 - 270
  • [7] Development and Applications of Coarse-Grained Models for RNA
    Hyeon, Changbong
    Denesyuk, Natalia A.
    Thirumalai, D.
    [J]. ISRAEL JOURNAL OF CHEMISTRY, 2014, 54 (8-9) : 1358 - 1373
  • [8] Capturing the essence of folding and functions of biomolecules using coarse-grained models
    Hyeon, Changbong
    Thirumalai, D.
    [J]. NATURE COMMUNICATIONS, 2011, 2
  • [9] Optimal Coarse-Grained Site Selection in Elastic Network Models of Biomolecules
    Diggins, Patrick
    Liu, Changjiang
    Deserno, Markus
    Potestio, Raffaello
    [J]. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2019, 15 (01) : 648 - 664
  • [10] Capturing the essence of folding and functions of biomolecules using coarse-grained models
    Changbong Hyeon
    D. Thirumalai
    [J]. Nature Communications, 2