Pragmatic Coarse-Graining of Proteins: Models and Applications

被引:42
作者
Borges-Araujo, Luis [1 ]
Patmanidis, Ilias [2 ,3 ]
Singh, Akhil P. [4 ]
Santos, Lucianna H. S. [5 ]
Sieradzan, Adam K. [6 ]
Vanni, Stefano [4 ,7 ]
Czaplewski, Cezary [6 ]
Pantano, Sergio [5 ]
Shinoda, Wataru [8 ]
Monticelli, Luca [1 ]
Liwo, Adam [6 ]
Marrink, Siewert J. [3 ]
Souza, Paulo C. T. [1 ]
机构
[1] Univ Lyon, CNRS, UMR 5086, Mol Microbiol & Struct Biochem MMSB, F-69007 Lyon, France
[2] Aarhus Univ, Dept Chem, DK-8000 Aarhus, Denmark
[3] Univ Groningen, Groningen Biomol Sci & Biotechnol Inst, NL-9747 AG Groningen, Netherlands
[4] Univ Fribourg, Dept Biol, CH-1700 Fribourg, Switzerland
[5] Inst Pasteur Montevideo, Biomol Simulat Grp, Montevideo 11400, Uruguay
[6] Univ Gdansk, Fac Chem, PL-80308 Gdansk, Poland
[7] Univ Cote Azur, CNRS, INSERM, Inst Pharmacol Mol & Cellulaire, F-06560 Valbonne, France
[8] Okayama Univ, Res Inst Interdisciplinary Sci, Kita, Okayama 7008530, Japan
基金
瑞士国家科学基金会; 欧洲研究理事会;
关键词
UNRES FORCE-FIELD; MOLECULAR-DYNAMICS SIMULATIONS; UNITED-RESIDUE MODEL; INTRINSICALLY DISORDERED PROTEINS; TEMPLATE-ASSISTED PREDICTION; FREE-ENERGY LANDSCAPES; COMPUTER-SIMULATION; ALL-ATOM; ANTIMICROBIAL PEPTIDES; POLYPEPTIDE-CHAINS;
D O I
10.1021/acs.jctc.3c00733
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The molecular details involved in the folding, dynamics, organization, and interaction of proteins with other molecules are often difficult to assess by experimental techniques. Consequently, computational models play an ever-increasing role in the field. However, biological processes involving large-scale protein assemblies or long time scale dynamics are still computationally expensive to study in atomistic detail. For these applications, employing coarse-grained (CG) modeling approaches has become a key strategy. In this Review, we provide an overview of what we call pragmatic CG protein models, which are strategies combining, at least in part, a physics-based implementation and a top-down experimental approach to their parametrization. In particular, we focus on CG models in which most protein residues are represented by at least two beads, allowing these models to retain some degree of chemical specificity. A description of the main modern pragmatic protein CG models is provided, including a review of the most recent applications and an outlook on future perspectives in the field.
引用
收藏
页码:7112 / 7135
页数:24
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