Title :
PocketMatch (version 2.0): A parallel algorithm for the detection of structural similarities between protein ligand binding-sites
Author :
Nagarajan, Deepesh ; Chandra, Nagasuma
Author_Institution :
Biochem. Dept., Indian Inst. of Sci., Bangalore, India
Abstract :
Knowledge of protein-ligand interactions is essential to understand several biological processes and important for applications ranging from understanding protein function to drug discovery and protein engineering. Here, we describe an algorithm for the comparison of three-dimensional ligand-binding sites in protein structures. A previously described algorithm, PocketMatch (version 1.0) is optimised, expanded, and MPI-enabled for parallel execution. PocketMatch (version 2.0) rapidly quantifies binding-site similarity based on structural descriptors such as residue nature and interatomic distances. Atomic-scale alignments may also be obtained from amino acid residue pairings generated. It allows an end-user to compute database-wide, all-to-all comparisons in a matter of hours. The use of our algorithm on a sample dataset, performance-analysis, and annotated source code is also included.
Keywords :
application program interfaces; bioinformatics; message passing; parallel algorithms; proteins; MPI; PocketMatch; amino acid residue pairings; annotated source code; atomic-scale alignments; biological process; drug discovery; interatomic distances; parallel algorithm; parallel execution; performance-analysis; protein engineering; protein function; protein ligand binding-sites; protein structures; protein-ligand interactions; residue nature; structural descriptors; structural similarity detection; three-dimensional ligand-binding sites; Algorithm design and analysis; Amino acids; Classification algorithms; Complexity theory; Performance analysis; Proteins; Runtime; 3D sub-structure matching; Structural bioinformatics; drug-discovery; molecular recognition;
Conference_Titel :
Parallel Computing Technologies (PARCOMPTECH), 2013 National Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4799-1589-7
DOI :
10.1109/ParCompTech.2013.6621397