ITEM METADATA RECORD
Title: A calibration method for estimating absolute expression levels from microarray data
Authors: Engelen, Kristof ×
Naudts, B
De Moor, Bart
Marchal, Kathleen #
Issue Date: May-2006
Publisher: Oxford University Press
Series Title: Bioinformatics vol:22 issue:10 pages:1251-1258
Abstract: AB - MOTIVATION: We describe an approach to normalize spotted microarray data, based on a physically motivated calibration model. This model consists of two major components, describing the hybridization of target transcripts to their corresponding probes on the one hand, and the measurement of fluorescence from the hybridized, labeled target on the other hand. The model parameters and error distributions are estimated from external control spikes. RESULTS: Using a publicly available dataset, we show that our procedure is capable of adequately removing the typical non-linearities of the data, without making any assumptions on the distribution of differences in gene expression from one biological sample to the next. Since our model links target concentration to measured intensity, we show how absolute expression values of target transcripts in the hybridization solution can be estimated up to a certain degree
ISSN: 1367-4803
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Centre of Microbial and Plant Genetics
ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics
× corresponding author
# (joint) last author

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