Title :
An efficient index-based protein structure database searching method
Author :
Aung, Zeyar ; Fu, Wei ; Tan, Kian-Lee
Author_Institution :
Dept. of Comput. Sci., Nat. Univ. of Singapore, Singapore
Abstract :
In this paper, we present a novel indexing method called ProtDex to facilitate fast searching in 3-dimensional protein structure database. In ProtDex, we first build an index on the representative properties of all proteins in the database. When evaluating a query, with the help of the index, we filter out a small candidate list of proteins. Then, we can either directly report them, with their respective rankings, to the user, or do the expensive actual alignments on them upon user´s request. Preliminary experimental results show that our solution is up to 16 times faster than the popular DALI method for database searching task (without actual alignments), while its overall accuracy is only slightly inferior to that of DALI. The software is available upon request by sending emails to the authors.
Keywords :
biology computing; proteins; query processing; 3-dimensional protein structure database; ProtDex; database searching task; index-based protein structure database searching method; indexing method; protein structure database; representative properties; Bioinformatics; Biology computing; Computer science; Databases; Drives; Genomics; Indexes; Polymers; Proteins; Shape;
Conference_Titel :
Database Systems for Advanced Applications, 2003. (DASFAA 2003). Proceedings. Eighth International Conference on
Conference_Location :
Kyoto, Japan
Print_ISBN :
0-7695-1895-8
DOI :
10.1109/DASFAA.2003.1192396