Motion planning algorithms for molecular simulations: A survey

被引:60
作者
Al-Bluwi, Ibrahim
Simeon, Thierry
Cortes, Juan [1 ]
机构
[1] CNRS, LAAS, 7 Ave Colonel Roche, F-31400 Toulouse, France
关键词
Motion planning; Sampling-based algorithms; Molecular simulations; Protein flexibility; Protein folding; Protein-ligand interactions;
D O I
10.1016/j.cosrev.2012.07.002
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Motion planning is a fundamental problem in robotics that has motivated research since more than three decades ago. A large variety of algorithms have been proposed to compute feasible motions of multi-body systems in constrained workspaces. In recent years, some of these algorithms have surpassed the frontiers of robotics, finding applications in other domains such as industrial manufacturing, computer animation and computational structural biology. This paper concerns the latter domain, providing a survey on motion planning algorithms applied to molecular modeling and simulation. Both the algorithmic and application sides are discussed, as well as the different issues to be taken into consideration when extending robot motion planning algorithms to deal with molecules. From an algorithmic perspective, the paper gives a general overview of the different extensions to sampling-based motion planners. From the point of view of applications, the survey deals with problems involving protein folding and conformational transitions, as well as protein-ligand interactions. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:125 / 143
页数:19
相关论文
共 160 条
  • [1] ICM - A NEW METHOD FOR PROTEIN MODELING AND DESIGN - APPLICATIONS TO DOCKING AND STRUCTURE PREDICTION FROM THE DISTORTED NATIVE CONFORMATION
    ABAGYAN, R
    TOTROV, M
    KUZNETSOV, D
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 1994, 15 (05) : 488 - 506
  • [2] Collision detection for deforming necklaces
    Agarwal, P
    Guibas, L
    Nguyen, A
    Russel, D
    Zhang, L
    [J]. COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS, 2004, 28 (2-3): : 137 - 163
  • [3] Dihedral angle principal component analysis of molecular dynamics simulations
    Altis, Alexandros
    Nguyen, Phuong H.
    Hegger, Rainer
    Stock, Gerhard
    [J]. JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (24)
  • [4] Using motion planning to map protein folding landscapes and analyze folding kinetics of known native structures
    Amato, NM
    Dill, KA
    Song, G
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2003, 10 (3-4) : 239 - 255
  • [5] Using motion planning to study protein folding pathways
    Amato, NM
    Song, G
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2002, 9 (02) : 149 - 168
  • [6] Amato NM, 1998, ROBOTICS: THE ALGORITHMIC PERSPECTIVE, P155
  • [7] Angeles J., 2007, MECH ENG SERIES
  • [8] [Anonymous], 2010, MOL MODELING SIMULAT
  • [9] Apaydin M. S., 2004, ALGORITHMIC FDN ROBO, VV, P131
  • [10] Stochastic roadmap simulation: An efficient representation and algorithm for analyzing molecular motion
    Apaydin, MS
    Brutlag, DL
    Guestrin, C
    Hsu, D
    Latombe, JC
    Varma, C
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2003, 10 (3-4) : 257 - 281