Title :
Using parallel isosurface extraction in superficial molecular modeling
Author :
Merelli, I. ; Milanesi, L. ; Agostino, D.D. ; Clematis, A. ; Vanneschi, M. ; Danelutto, M.
Author_Institution :
Inst. of Biomed. Technol., CNR, Milano, Italy
Abstract :
Protein-protein interactions are strictly correlated to the surface shape because beside a large number of structural amino acids composing the core there are few superficial amino acids that define the functionality. This study concerns the development of a tool that starting from the 3D atomic coordinates of a protein, as retrieved from the protein data bank (PDB), models the macromolecular surface in an implicit way using an approach that is more suitable for this kind of analysis than the parametric one. The marching cubes algorithm is used to process the volumetric description of the protein obtaining a precise representation of the corresponding surface. Because of the large amount of data to consider in studying whole protein families, this algorithm is implemented in parallel on a computer cluster to improve its performance. The parallel version of marching cubes is developed in ASSIST, a high level structured parallel programming system, obtaining a near optimal performance considering computational activities, and acceptable performance including I/O.
Keywords :
biology computing; computational geometry; feature extraction; parallel programming; physiological models; proteins; 3D atomic protein coordinates; ASSIST; computer cluster; macromolecular surface; marching cubes algorithm; parallel algorithm; parallel isosurface extraction; protein data bank; protein families; protein-protein interactions; structural amino acids; structured parallel programming system; superficial amino acids; superficial molecular modeling; surface shape; Algorithm design and analysis; Amino acids; Clustering algorithms; Concurrent computing; Isosurfaces; Mathematical model; Parallel algorithms; Parallel programming; Protein engineering; Surface reconstruction;
Conference_Titel :
Distributed Frameworks for Multimedia Applications, 2005. DFMA '05. First International Conference on
Print_ISBN :
0-7695-2273-4
DOI :
10.1109/DFMA.2005.51