• DocumentCode
    2493234
  • Title

    Estimation of correlations between copy-number variants in non-coding DNA

  • Author

    Stamoulis, Catherine

  • Author_Institution
    Depts. of Neurology & Radiol., Children´´s Hosp. Boston, Boston, MA, USA
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    5563
  • Lastpage
    5566
  • Abstract
    Allelic DNA aberrations across our genome have been associated with normal human genetic heterogeneity as well as with a number of diseases and disorders. When copy-number variations (CNVs) occur in gene-coding regions, known relationships between genes may help us understand correlations between CNVs. However, a large number of these aberrations occur in non-coding, extragenic regions and their correlations may be characterized only quantitatively, e.g., probabilistically, but not functionally. Using a signal processing approach to CNV detection, we identified distributed CNVs in short, non-coding regions across chromosomes and investigated their potential correlations. We estimated predominantly local correlations between CNVs within the same chromosome, and a small number of apparently random long-distance correlations.
  • Keywords
    DNA; cellular biophysics; genetics; molecular biophysics; random processes; signal processing; CNV detection; chromosomes; copy-number variants; gene-coding region; noncoding DNA; random long-distance correlation; signal processing; Bioinformatics; Biological cells; Correlation; Covariance matrix; DNA; Genomics; Humans; Algorithms; Animals; Chromosome Mapping; DNA; DNA Copy Number Variations; DNA Mutational Analysis; Gene Dosage; Humans; Sequence Analysis, DNA; Statistics as Topic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091345
  • Filename
    6091345