• DocumentCode
    2379233
  • Title

    Position-specific deformation pattern of the nucleosome DNA revealed by principal component analysis and sequence alignment-based statistics

  • Author

    Yang, Xi ; Yan, Hong

  • Author_Institution
    Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, China
  • fYear
    2010
  • fDate
    18-18 Dec. 2010
  • Firstpage
    512
  • Lastpage
    517
  • Abstract
    The anisotropic deformation of nucleosome DNA during its bending into a superhelix implies that its constituent parts have different geometrical settings. In order to establish the relationship between the position and deformation characteristics, a nucleosome structural database is constructed and studied using principal component analysis to obtain the principal conformational subspace (PCS). For each nucleosome DNA sequence, the regions with high scores in PCS are regarded as special structural contributors and the corresponding positions are recorded and classified. By using sequence alignment-based statistics, the positions which have a high probability of acting as structural contributors are finally determined. The result shows that there is a high consistency as to the position-specific structural contribution to the overall superhelix among the crystal structures of nucleosome DNA.
  • Keywords
    DNA; bioinformatics; database management systems; molecular biophysics; molecular configurations; principal component analysis; nucleosome DNA anisotropic deformation; nucleosome DNA bending; nucleosome DNA crystal structures; nucleosome DNA position specific deformation pattern; nucleosome structural database; principal component analysis; principal conformational subspace; sequence alignment based statistics; superhelix DNA;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
  • Conference_Location
    Hong, Kong
  • Print_ISBN
    978-1-4244-8303-7
  • Electronic_ISBN
    978-1-4244-8304-4
  • Type

    conf

  • DOI
    10.1109/BIBMW.2010.5703854
  • Filename
    5703854