Title :
CAAD BLASTn: Accelerated NCBI BLASTn with FPGA prefiltering
Author :
Park, Jin H. ; Qiu, Yunfei ; Herbordt, Martin C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Boston Univ., Boston, MA, USA
fDate :
May 30 2010-June 2 2010
Abstract :
The canonical bioinformatics application is determining the biological similarity of a new sequence (protein or DNA) with respect to databases of known sequences. The BLAST algorithm is used for the vast majority of these searches. Of the various BLAST implementations, the one published by NCBI is a recognized standard. In previous work we described FPGA acceleration of the protein version of NCBI BLAST (BLASTp) using our TreeBLAST-based filter. Here we apply this filter to NCBI BLASTn, the DNA version. We show the modifications to the structures of the filtering components needed to handle DNA, as opposed to protein, sequences. The design has been implemented on an Altera Stratix III family chip. Our experimental results show that the speedup is greater than 12x and the accuracy is 100%.
Keywords :
bioinformatics; field programmable gate arrays; molecular biophysics; CAAD BLASTn; FPGA prefiltering; TreeBLAST-based filter; accelerated NCBI BLASTn; canonical bioinformatics application; Acceleration; Bioinformatics; DNA; Databases; Design automation; Field programmable gate arrays; Filters; Proteins; Sequences; Standards publication;
Conference_Titel :
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-5308-5
Electronic_ISBN :
978-1-4244-5309-2
DOI :
10.1109/ISCAS.2010.5537721