• DocumentCode
    650035
  • Title

    Approximate jitter probability in the breakpoints of genome copy number variations

  • Author

    Munoz-Minjares, Jorge ; Shmaliy, Yuriy S.

  • Author_Institution
    Dept. of Electron. Eng., Univ. de Guanajuato, Salamanca, Mexico
  • fYear
    2013
  • fDate
    Sept. 30 2013-Oct. 4 2013
  • Firstpage
    128
  • Lastpage
    131
  • Abstract
    The jitter probability is derived and analyzed in the breakpoints of the measured genome copy number variations (CNVs). It is supposed that measurements are provided using the high resolution array-comparative genomic hybridization (HR-CGH) microarray. We show that jitter is fundamentally inherent to the measured CNVs and that the jitter probability has the recently derived discrete skew Laplace distribution. No one estimator, even ideal, is able to provide the jitter-free breakpoints detection. The jitter region can be outlined for the required probability via measurements with known noise variances. Some simulation results are supplied.
  • Keywords
    Laplace equations; bioinformatics; genomics; jitter; lab-on-a-chip; noise; statistical distributions; HR-CGH microarray; approximate jitter probability; discrete skew Laplace distribution; genome CNV breakpoint analysis; genome copy number variations; high resolution array-comparative genomic hybridization; jitter-free breakpoint detection; noise variances;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering, Computing Science and Automatic Control (CCE), 2013 10th International Conference on
  • Conference_Location
    Mexico City
  • Print_ISBN
    978-1-4799-1460-9
  • Type

    conf

  • DOI
    10.1109/ICEEE.2013.6676066
  • Filename
    6676066