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
Link To Document :
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