• DocumentCode
    2412986
  • Title

    An algorithm for mapping short reads to a dynamically changing genomic sequence

  • Author

    Flouri, Tomas ; Holub, Jan ; Iliopoulos, Costas S. ; Pissis, Solon P.

  • Author_Institution
    Dept. of Theor. Comput. Sci., Czech Tech. Univ. in Prague, Prague, Czech Republic
  • fYear
    2010
  • fDate
    18-21 Dec. 2010
  • Firstpage
    133
  • Lastpage
    136
  • Abstract
    The constant advances in sequencing technology have redefined the way genome sequencing is performed. They are able to produce tens of millions of short sequences (reads), during a single experiment, and with a much lower cost than previously possible. Due to this massive amount of data, efficient algorithms for mapping these reads to reference sequences are in great demand, and recently, there has been ample work for publishing such algorithms. In this paper, we study a different version of this problem: mapping these reads to a dynamically changing genomic sequence. We propose a new practical algorithm, which employs a suitable data structure that takes into account potential dynamic effects (replacements, insertions, deletions) on the genomic sequence. The presented experimental results demonstrate that the proposed approach can be applied to address the problem of mapping millions of reads to multiple genomic sequences.
  • Keywords
    bioinformatics; data analysis; data reduction; data structures; genomics; molecular biophysics; data deletion; data insertion; data mapping algorithm; data replacement; data structure; genomic sequence; Arrays; Bioinformatics; Biological cells; Computer science; Genomics; Heuristic algorithms; Mice;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine (BIBM), 2010 IEEE International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-8306-8
  • Electronic_ISBN
    978-1-4244-8307-5
  • Type

    conf

  • DOI
    10.1109/BIBM.2010.5706551
  • Filename
    5706551