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
Link To Document :
بازگشت