Title :
A Parallel Algorithm for the Prediction of Protein Binding Sites
Author :
Maria Mirto;Giovanni Aloisio
Author_Institution :
Euro-Mediterranean Center on Climate Change, Univ. of Salento, Lecce, Italy
Abstract :
The Pocket-Finder algorithm identifies the location of ligand binding sites in a protein and is a fundamental component for a range of applications including molecular docking, de novo drug design and structural identification and comparison of functional sites. In this paper, we propose a parallel version of the Pocket-Finder algorithm. The proposed parallel algorithm uses a geometrical approach to locate favorable binding sites and has been MPI-enabled for parallel execution. The proposed algorithm has been applied on a small test of 15 proteins and 2 proteins complexes. The algorithm gets very interesting results when applied to large proteins.
Keywords :
"Proteins","Probes","Atomic measurements","Algorithm design and analysis","Parallel algorithms","Drugs","Complexity theory"
Conference_Titel :
P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), 2015 10th International Conference on
DOI :
10.1109/3PGCIC.2015.123