Effect of polymorphisms within probe-target sequences on olignonucleotide microarray experiments

被引:51
作者
Benovoy, David [1 ,2 ]
Kwan, Tony [1 ,2 ]
Majewski, Jacek [1 ,2 ]
机构
[1] McGill Univ, Dept Human Genet, Montreal, PQ, Canada
[2] Genome Quebec Innovat Ctr, Montreal, PQ, Canada
关键词
D O I
10.1093/nar/gkn409
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Hybridization-based technologies, such as microarrays, rely on precise probe-target interactions to ensure specific and accurate measurement of RNA expression. Polymorphisms present in the probetarget sequences have been shown to alter probe- hybridization affinities, leading to reduced signal intensity measurements and resulting in false-positive results. Here, we characterize this effect on exon and gene expression estimates derived from the Affymetrix Exon Array. We conducted an association analysis between expression levels of probes, exons and transcripts and the genotypes of neighboring SNPs in 57 CEU HapMap individuals. We quantified the dependence of the effect of genotype on signal intensity with respect to the number of polymorphisms within target sequences, number of affected probes and position of the polymorphism within each probe. The effect of SNPs is quite severe and leads to considerable false-positive rates, particularly when the analysis is performed at the exon level and aimed at detecting alternative splicing events. Finally, we propose simple solutions, based on masking probes, which are putatively affected by polymorphisms and show that such strategy results in a large decrease in false-positive rates, with a very modest reduction in coverage of the transcriptome.
引用
收藏
页码:4417 / 4423
页数:7
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