DocumentCode
3410929
Title
A new hardware architecture for genomic and proteomic sequence alignment
Author
Knowles, Greg ; Gardner-Stephen, Paul
Author_Institution
Flinders Univ. of South Australia, Adelaide, SA, Australia
fYear
2004
fDate
16-19 Aug. 2004
Firstpage
730
Lastpage
731
Abstract
We describe a novel hardware architecture for genomic and proteomic sequence alignment which achieves a speed-up of two to three orders of magnitude over Smith-Waterman dynamic programming (DP) in hardware. In our previous papers, we introduce several features of our search algorithm, DASH, which outperforms NCII-Blast (BLAST) by an order of magnitude in software, and has better sensitivity. Indeed, DASH has been shown to have excellent sensitivity compared to Smith-Waterman. It is designed around the principle of considering genomic and proteomic sequence alignments to typically consist of regions of high homology (the diagonals) interspersed with regions of low homology. In DASH, the optimal solution consists of such diagonals joined by regions of exact DP. This is affordable due to the small area of these interconnecting regions. Accordingly, we have designed a chip which finds the diagonals and performs the inter-region DP directly in hardware. On a Xilinx Vitex II, XC2V6000, FPGA, it performs over 1012 base comparisons/second.
Keywords
biology computing; dynamic programming; genetics; molecular biophysics; proteins; search problems; DASH; FPGA; NCII-Blast; Smith-Waterman dynamic programming; XC2V6000; Xilinx Vitex II; chip; genomic sequence alignment; hardware architecture; proteomic sequence alignment; search algorithm; Bioinformatics; Computer architecture; Field programmable gate arrays; Genomics; Hardware; Pipelines; Proteins; Proteomics; Sequences; Throughput;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Systems Bioinformatics Conference, 2004. CSB 2004. Proceedings. 2004 IEEE
Print_ISBN
0-7695-2194-0
Type
conf
DOI
10.1109/CSB.2004.1332561
Filename
1332561
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