Limit theorems for hybridization reactions on oligonucleotide microarrays
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.
Year of publication: |
2008
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Authors: | Rempala, Grzegorz A. ; Pawlikowska, Iwona |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 99.2008, 9, p. 2082-2095
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Publisher: |
Elsevier |
Keywords: | 60F05 60G35 Birth-and-death process Density-dependent Markov process Oligonucleotide microarray Hybridization reaction Gamma distribution Langmuir adsorption-desorption model |
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