Title :
A Parallel Molecular Docking Approach Based on Message Passing Interface
Author :
Wang, Cun-Xin ; Chang, Shan ; Chen, Wei-zu ; Gong, Xin-qi ; Li, Chun-hua
Author_Institution :
Coll. of Life Sci. & Bioeng., Beijing Univ. of Technol., Beijing
Abstract :
Molecular docking technology is an important tool in computer-aided drug discovery and structure prediction for the protein-ligand complex. In this work, based on the analysis of the algorithm of the widely used the docking program AutoDock, we proposed a hybrid parallel method using the message passing interface (MPI) library. The modified programs were applied to dock the small molecule XK263 to its target HIV-1 protease with different number of processors. Docking results indicate that the parallel codes can make a good prediction of the XK263-protease complex structure. The obtained high quality parallel speedup and efficiency show the promising improvement of our method for future applications on structure prediction of protein complex and drug design.
Keywords :
application program interfaces; drugs; enzymes; medical computing; message passing; molecular biophysics; parallel algorithms; AutoDock; HIV-1 protease; XK263-protease; computer-aided drug discovery; message passing interface; parallel codes; parallel molecular docking; protein-ligand complex; Algorithm design and analysis; Biology computing; Biomedical engineering; Concurrent computing; Drugs; Educational institutions; Genetic algorithms; Libraries; Message passing; Pharmaceutical technology; Lamarckian genetic algorithm; MPI; Molecular docking;
Conference_Titel :
Pervasive Computing and Applications, 2008. ICPCA 2008. Third International Conference on
Conference_Location :
Alexandria
Print_ISBN :
978-1-4244-2020-9
Electronic_ISBN :
978-1-4244-2021-6
DOI :
10.1109/ICPCA.2008.4783736