Multiple sequence alignment on an FPGA

被引:0
|
作者
Oliver, T [1 ]
Schmidt, B [1 ]
Nathan, D [1 ]
Clemens, R [1 ]
Maskell, D [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Molecular Biologists frequently compute multiple sequence alignments (MSAs) to identify similar regions in protein families. Progressive alignment is a widely used approach to compute MSAs. However, aligning a few hundred sequences by popular progressive alignment tools requires several hours on sequential computers. Due to the rapid growth of biological sequence databases biologists have to compute MSAs in afar shorter time. In this paper we present a new approach to MSA on reconfigurable hardware platforms to gain high performance at low cost. To derive an efficient mapping onto this type of architecture, fine-grained parallel processing elements (PEs) have been designed. Using this PE design as a building block we have constructed a linear systolic array to perform a pairwise sequence distance computation using dynamic programming. This results in an implementation with significant runtime savings on a standard off-the-shelf FPGA.
引用
收藏
页码:326 / 330
页数:5
相关论文
共 50 条
  • [41] A genetic algorithm for multiple sequence alignment
    Jorng-Tzong Horng
    Li-Cheng Wu
    Ching-Mei Lin
    Bing-He Yang
    Soft Computing, 2005, 9 : 407 - 420
  • [42] Multiple sequence alignment in phylogenetic analysis
    Phillips, A
    Janies, D
    Wheeler, W
    MOLECULAR PHYLOGENETICS AND EVOLUTION, 2000, 16 (03) : 317 - 330
  • [43] Morphological Analysis by Multiple Sequence Alignment
    Tchoukalov, Tzvetan
    Monson, Christian
    Roark, Brian
    MULTILINGUAL INFORMATION ACCESS EVALUATION I: TEXT RETRIEVAL EXPERIMENTS, 2010, 6241 : 666 - +
  • [44] MALIGN - A MULTIPLE SEQUENCE ALIGNMENT PROGRAM
    WHEELER, WC
    GLADSTEIN, DS
    JOURNAL OF HEREDITY, 1994, 85 (05) : 417 - 418
  • [45] Approximation algorithms for multiple sequence alignment
    Bafna, V
    Lawler, EL
    Pevzner, PA
    THEORETICAL COMPUTER SCIENCE, 1997, 182 (1-2) : 233 - 244
  • [46] Parameter advising for multiple sequence alignment
    Dan DeBlasio
    John Kececioglu
    BMC Bioinformatics, 16
  • [47] A METHOD FOR MULTIPLE SEQUENCE ALIGNMENT WITH GAPS
    SUBBIAH, S
    HARRISON, SC
    JOURNAL OF MOLECULAR BIOLOGY, 1989, 209 (04) : 539 - 548
  • [48] Multiple sequence alignment with Clustal x
    Jeanmougin, F
    Thompson, JD
    Gouy, M
    Higgins, DG
    Gibson, TJ
    TRENDS IN BIOCHEMICAL SCIENCES, 1998, 23 (10) : 403 - 405
  • [49] An evolutionary progressive multiple sequence alignment
    Naznin, Farhana
    Nakamura, Morikazu
    Okazaki, Takeo
    Nakajima, Yumiko
    2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS, 2007, : 3886 - 3893
  • [50] MALIGNED - A MULTIPLE SEQUENCE ALIGNMENT EDITOR
    CLARK, SP
    COMPUTER APPLICATIONS IN THE BIOSCIENCES, 1992, 8 (06): : 535 - 538