Sampling conformation space to model equilibrium fluctuations in proteins

被引:13
|
作者
Shehu, Amarda [1 ]
Clementi, Cecilia
Kavraki, Lydia E.
机构
[1] Rice Univ, Dept Comp Sci, Houston, TX 77005 USA
[2] Rice Univ, Dept Chem, Houston, TX 77005 USA
[3] Baylor Coll Med, Houston, TX 77030 USA
[4] Rice Univ, Dept Bioengn, Houston, TX 77005 USA
关键词
sampling conformations; equilibrium fluctuations; proteins; robotics; inverse kinematics; statistical mechanics;
D O I
10.1007/s00453-007-0178-0
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper proposes the Protein Ensemble Method (PEM) to model equilibrium fluctuations in proteins where fragments of the protein polypeptide chain can move independently of one another. PEM models global equilibrium fluctuations of a polypeptide chain by combining local fluctuations of consecutive overlapping fragments of the chain. Local fluctuations are computed by a probabilistic exploration that exploits analogies between proteins and robots. All generated conformations are subjected to energy minimization and then are weighted according to a Boltzmann distribution. Using the theory of statistical mechanics the Boltzmann-weighted fluctuations corresponding to each fragment are combined to obtain fluctuations for the entire protein. The agreement obtained between PEM-modeled fluctuations, wet-lab experiment and guided simulation measurements, indicates that PEM is able to reproduce with high accuracy protein equilibrium fluctuations that occur over a broad range of timescales.
引用
收藏
页码:303 / 327
页数:25
相关论文
共 50 条
  • [31] PHASE SPACE SAMPLING APPROACH TO EQUILIBRIUM SEMICLASSICAL STATISTICAL-MECHANICS
    STRATT, RM
    MILLER, WH
    JOURNAL OF CHEMICAL PHYSICS, 1977, 67 (12): : 5894 - 5903
  • [32] CONFORMATION OF PROTEINS
    HAGENMAI.H
    ARCHIV DER PHARMAZIE UND BERICHTE DER DEUTSCHEN PHARMAZEUTISCHEN GESSELSCHAFT, 1971, 304 (04): : B89 - &
  • [33] CONFORMATION OF PROTEINS
    TIMASHEFF, SN
    GORBUNOFF, MJ
    ANNUAL REVIEW OF BIOCHEMISTRY, 1967, 36 : 13 - +
  • [34] FRMOD: A modelling tool for sampling the conformational space of fusion proteins
    Chiang, Jason
    Li, Isaac
    Pham, Elizabeth
    Truong, Kevin
    2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15, 2006, : 702 - 705
  • [35] A linear sampling method for detecting fluctuations of the wavefield in an elastic half-space
    Touhei, Terumi
    Fukushiro, Yasufumi
    Tanaka, Takumi
    INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2015, 72 : 26 - 37
  • [36] Equilibrium Fluctuations for a Non Gradient Energy Conserving Stochastic Model
    Hernandez, Freddy
    COMMUNICATIONS IN MATHEMATICAL PHYSICS, 2014, 326 (03) : 687 - 726
  • [37] Equilibrium Fluctuations for a Non Gradient Energy Conserving Stochastic Model
    Freddy Hernández
    Communications in Mathematical Physics, 2014, 326 : 687 - 726
  • [38] Genetic algorithms for protein conformation sampling and optimization in a discrete backbone dihedral angle space
    Yang, Yuedong
    Liu, Haiyan
    JOURNAL OF COMPUTATIONAL CHEMISTRY, 2006, 27 (13) : 1593 - 1602
  • [39] Conformation searching and the limits of conformation space
    Cheeseright, Timothy J.
    Mackey, Mark D.
    Vinter, Andy
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2011, 242
  • [40] Heat fluctuations in equilibrium
    Fogedby, Hans C.
    JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2020, 2020 (08):