Unconstrained enhanced sampling for free energy calculations of biomolecules: a review

被引:119
作者
Miao, Yinglong [1 ,2 ]
McCammon, J. Andrew [1 ,2 ,3 ]
机构
[1] Univ Calif San Diego, Howard Hughes Med Inst, San Diego, CA 92103 USA
[2] Univ Calif San Diego, Dept Pharmacol, San Diego, CA 92103 USA
[3] Univ Calif San Diego, Dept Chem & Biochem, San Diego, CA 92103 USA
基金
奥地利科学基金会;
关键词
Biomolecules; enhanced sampling; unconstrained; free energy; ACCELERATED MOLECULAR-DYNAMICS; MONTE-CARLO METHOD; REPLICA-EXCHANGE SIMULATIONS; NEUTRON-SCATTERING; STRING METHOD; BETA-HAIRPIN; TIME-SCALE; EFFICIENT; SYSTEMS; PROTEINS;
D O I
10.1080/08927022.2015.1121541
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
Free energy calculations are central to understanding the structure, dynamics and function of biomolecules. Yet insufficient sampling of biomolecular configurations is often regarded as one of the main sources of error. Many enhanced sampling techniques have been developed to address this issue. Notably, enhanced sampling methods based on biasing collective variables (CVs), including the widely used umbrella sampling, adaptive biasing force and metadynamics, have been discussed in a recent excellent review (Abrams and Bussi, Entropy, 2014). Here, we aim to review enhanced sampling methods that do not require predefined system-dependent CVs for biomolecular simulations and as such do not suffer from the hidden energy barrier problem as encountered in the CV-biasing methods. These methods include, but are not limited to, replica exchange/parallel tempering, self-guided molecular/Langevin dynamics, essential energy space random walk and accelerated molecular dynamics. While it is overwhelming to describe all details of each method, we provide a summary of the methods along with the applications and offer our perspectives. We conclude with challenges and prospects of the unconstrained enhanced sampling methods for accurate biomolecular free energy calculations.
引用
收藏
页码:1046 / 1055
页数:10
相关论文
共 118 条
[51]   Essential energy space random walk via energy space metadynamics method to accelerate molecular dynamics simulations [J].
Li, Hongzhi ;
Min, Donghong ;
Liu, Yusong ;
Yang, Wei .
JOURNAL OF CHEMICAL PHYSICS, 2007, 127 (09)
[52]   How Fast-Folding Proteins Fold [J].
Lindorff-Larsen, Kresten ;
Piana, Stefano ;
Dror, Ron O. ;
Shaw, David E. .
SCIENCE, 2011, 334 (6055) :517-520
[53]   Computational techniques for efficient conformational sampling of proteins [J].
Liwo, Adam ;
Czaplewski, Cezary ;
Oldziej, Stanislaw ;
Scheraga, Harold A. .
CURRENT OPINION IN STRUCTURAL BIOLOGY, 2008, 18 (02) :134-139
[54]   Generalized essential energy space random walks to more effectively accelerate solute sampling in aqueous environment [J].
Lv, Chao ;
Zheng, Lianqing ;
Yang, Wei .
JOURNAL OF CHEMICAL PHYSICS, 2012, 136 (04)
[55]   NEW APPROACH TO MONTE-CARLO CALCULATION OF THE FREE-ENERGY - METHOD OF EXPANDED ENSEMBLES [J].
LYUBARTSEV, AP ;
MARTSINOVSKI, AA ;
SHEVKUNOV, SV ;
VORONTSOVVELYAMINOV, PN .
JOURNAL OF CHEMICAL PHYSICS, 1992, 96 (03) :1776-1783
[56]   Microsecond molecular dynamics simulation shows effect of slow loop dynamics on backbone amide order parameters of proteins [J].
Maragakis, Paul ;
Lindorff-Larsen, Kresten ;
Eastwood, Michael P. ;
Dror, Ron O. ;
Klepeis, John L. ;
Arkin, Isaiah T. ;
Jensen, Morten O. ;
Xu, Huafeng ;
Trbovic, Nikola ;
Friesner, Richard A. ;
Palmer, Arthur G., III ;
Shaw, David E. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2008, 112 (19) :6155-6158
[57]   String method in collective variables: Minimum free energy paths and isocommittor surfaces [J].
Maragliano, Luca ;
Fischer, Alexander ;
Vanden-Eijnden, Eric ;
Ciccotti, Giovanni .
JOURNAL OF CHEMICAL PHYSICS, 2006, 125 (02)
[58]   SIMULATED TEMPERING - A NEW MONTE-CARLO SCHEME [J].
MARINARI, E ;
PARISI, G .
EUROPHYSICS LETTERS, 1992, 19 (06) :451-458
[59]   Studying functional dynamics in bio-molecules using accelerated molecular dynamics [J].
Markwick, Phineus R. L. ;
McCammon, J. Andrew .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2011, 13 (45) :20053-20065
[60]   Adaptive Accelerated Molecular Dynamics (Ad-AMD) Revealing the Molecular Plasticity of P450cam [J].
Markwick, Phineus R. L. ;
Pierce, Levi C. T. ;
Goodin, David B. ;
McCammon, J. Andrew .
JOURNAL OF PHYSICAL CHEMISTRY LETTERS, 2011, 2 (03) :158-164