• Title of article

    Limit theorems for hybridization reactions on oligonucleotide microarrays

  • Author/Authors

    Rempala، نويسنده , , Grzegorz A. and Pawlikowska، نويسنده , , Iwona، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2008
  • Pages
    14
  • From page
    2082
  • To page
    2095
  • Abstract
    We derive herein the limiting laws for certain stationary distributions of birth-and-death processes related to the classical model of chemical adsorption–desorption reactions due to Langmuir. The model has been recently considered in the context of a hybridization reaction on an oligonucleotide DNA-microarray. Our results imply that the truncated-gamma- and beta-type distributions can be used as approximations to the observed distributions of the fluorescence readings of the oligo-probes on a microarray. These findings might be useful in developing new model-based, probe-specific methods of extracting target concentrations from array fluorescence readings.
  • Keywords
    60F05 , 60G35 , Birth-and-death process , Density-dependent Markov process , oligonucleotide microarray , Hybridization reaction , Gamma distribution , Langmuir adsorption–desorption model
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2008
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1559024