• DocumentCode
    1772889
  • Title

    A dynamic programming algorithm for nucleosome positions alignment

  • Author

    Yiru Zhang ; Changchang Cao ; Hongde Liu ; Xiao Sun

  • Author_Institution
    Sch. of Biol. Sci. & Med. Eng., Southeast Univ., Nanjing, China
  • fYear
    2014
  • fDate
    24-27 Oct. 2014
  • Firstpage
    7
  • Lastpage
    10
  • Abstract
    Nucleosomes are the basic units of eukaryotic chromatin. The nucleosome positioning is dynamic for various cell types and biological states, resulting in specific gene regulation. Currently, there is no approach to find the correspondence between two sets of nucleosomes to reveal the difference of their positions. We develop a method for nucleosome positions alignment based on the dynamic programming algorithm, which can quantify the changes in nucleosome locations with scores and evaluate regional dynamics changes including translation and missing. Given the result of a peak list stands for nucleosome positions, to align the peaks from two samples, our method accumulate all pair scores for match, replacement or deletion and choose the maximum one as the optimal alignment. From nucleosome alignment we can find one-by-one correspondence between nucleosome positions in different cell stages and the conservative stable and variable regions, which can be used to recognize dynamic behaviors of nucleosome shift and eviction.
  • Keywords
    DNA; cellular biophysics; dynamic programming; genetics; molecular biophysics; biological states; cell-type dynamics; dynamic programming algorithm; eukaryotic chromatin; nucleosome position alignment; specific gene regulation; Bioinformatics; Biological information theory; DNA; Genomics; Polymers; Sun; dynamic programming algorithm; nucleosome positioning; transcription regulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Biology (ISB), 2014 8th International Conference on
  • Conference_Location
    Qingdao
  • Type

    conf

  • DOI
    10.1109/ISB.2014.6990422
  • Filename
    6990422