Summaries of Affymetrix GeneChip probe level data.

Abstract:

:High density oligonucleotide array technology is widely used in many areas of biomedical research for quantitative and highly parallel measurements of gene expression. Affymetrix GeneChip arrays are the most popular. In this technology each gene is typically represented by a set of 11-20 pairs of probes. In order to obtain expression measures it is necessary to summarize the probe level data. Using two extensive spike-in studies and a dilution study, we developed a set of tools for assessing the effectiveness of expression measures. We found that the performance of the current version of the default expression measure provided by Affymetrix Microarray Suite can be significantly improved by the use of probe level summaries derived from empirically motivated statistical models. In particular, improvements in the ability to detect differentially expressed genes are demonstrated.

journal_name

Nucleic Acids Res

journal_title

Nucleic acids research

authors

Irizarry RA,Bolstad BM,Collin F,Cope LM,Hobbs B,Speed TP

doi

10.1093/nar/gng015

keywords:

subject

Has Abstract

pub_date

2003-02-15 00:00:00

pages

e15

issue

4

eissn

0305-1048

issn

1362-4962

journal_volume

31

pub_type

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