DocumentCode
185709
Title
A force fields-based multi-scale docking method in drug molecular design
Author
Ling Kang ; Zhengyu Liu ; Quan Guo
Author_Institution
Dept. of Comput. Sci. & Technol., Dalian Neusoft Univ. of Inf., Dalian, China
fYear
2014
fDate
18-19 Oct. 2014
Firstpage
139
Lastpage
142
Abstract
A force fields-based multi-scale docking method is proposed in this paper. Molecular docking problem has been divided into three sub problems: rigid-rigid phase, flexible-flexible phase and flexible-rigid phase. Residue groups of protein have been adopted to describe the conformation of protein. K-mean clustering algorithm and genetic algorithm have been developed to solve the optimization problem. A new docking program, which relies on calculated non-bonded interaction terms between protein and ligand atoms based on standard force fields, has been developed. In comparison with other docking methods, the docking method has significant improvement in docking accuracy.
Keywords
genetic algorithms; molecular biophysics; molecular configurations; pattern clustering; proteins; K-mean clustering algorithm; drug molecular design; flexible-flexible phase; flexible-rigid phase; force field-based multiscale docking method; genetic algorithm; ligand atoms; molecular docking problem; nonbonded interaction; optimization problem; protein conformation; rigid-rigid phase; Accuracy; Clustering algorithms; Decision support systems; Force; Genetic algorithms; Optimization; Proteins; Force field; Genetic Algorithms; K-mean; Multi-scale Docking Method; Residue Groups;
fLanguage
English
Publisher
ieee
Conference_Titel
Security, Pattern Analysis, and Cybernetics (SPAC), 2014 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4799-5352-3
Type
conf
DOI
10.1109/SPAC.2014.6982674
Filename
6982674
Link To Document