• DocumentCode
    2996035
  • Title

    Molecular dynamics simulation using coarse-grained model to study protein function and beyond

  • Author

    Takano, Mitsunori ; Nakamura, Hironori K. ; Higo, Junichi ; Sasai, Masaki

  • Author_Institution
    Dept. of Life Sci., Tokyo Univ., Japan
  • Volume
    4
  • fYear
    2003
  • fDate
    8-12 Dec. 2003
  • Firstpage
    2719
  • Abstract
    To make an inquiry into the mechanisms of biomolecular functions, particularly of protein molecule\´s, we conducted molecular dynamics (MD) simulations of protein molecules using coarse-grained models that preserve 3-dimensional native structure information, together with the hope of inquiring dynamical aspect of design principle of not only molecular machines but also biomolecular computing systems. In this preliminary report, we address to what extent the coarse-grained models, which reduce computational load dramatically, can reproduce collective, large-scale molecular motions essential for molecular functions. Complex structural dynamics were characterized through principal component analysis, and we showed that coarse-grained models can well reproduce collective, large-scale movements that were observed in more precise "all-atom" model simulations. An application of the coarse-grained model to a molecular motor system and a possible role for biomolecular computing will also be discussed.
  • Keywords
    DNA; biology computing; molecular biophysics; principal component analysis; proteins; biomolecular computing system; coarse-grained model; molecular dynamics simulation; molecular motor system; principal component analysis; protein molecule; structural dynamics; Art; Chemicals; Computational modeling; Computer architecture; DNA computing; Large-scale systems; Molecular biophysics; Noise level; Proteins; Semiconductor device noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2003. CEC '03. The 2003 Congress on
  • Print_ISBN
    0-7803-7804-0
  • Type

    conf

  • DOI
    10.1109/CEC.2003.1299432
  • Filename
    1299432