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
相关论文
共 27 条
  • [1] Sequence Polymorphisms Cause Many False cis eQTLs
    Alberts, Rudi
    Terpstra, Peter
    Li, Yang
    Breitling, Rainer
    Nap, Jan-Peter
    Jansen, Ritsert C.
    [J]. PLOS ONE, 2007, 2 (07):
  • [2] [Anonymous], 2005, NATURE, V437, P1299, DOI DOI 10.1038/NATURE04226
  • [3] Controlling the false discovery rate in behavior genetics research
    Benjamini, Y
    Drai, D
    Elmer, G
    Kafkafi, N
    Golani, I
    [J]. BEHAVIOURAL BRAIN RESEARCH, 2001, 125 (1-2) : 279 - 284
  • [4] Mapping determinants of human gene expression by regional and genome-wide association
    Cheung, VG
    Spielman, RS
    Ewens, KG
    Weber, TM
    Morley, M
    Burdick, JT
    [J]. NATURE, 2005, 437 (7063) : 1365 - 1369
  • [5] CHURCHILL GA, 1994, GENETICS, V138, P963
  • [6] Gene expression variation and expression quantitative trait mapping of human chromosome 21 genes
    Deutsch, S
    Lyle, R
    Dermitzakis, ET
    Subrahmanyan, L
    Gehrig, C
    Parand, L
    Gagnebin, M
    Rougemont, J
    Jongeneel, CV
    Antonarakis, SE
    [J]. HUMAN MOLECULAR GENETICS, 2005, 14 (23) : 3741 - 3749
  • [7] A genome-wide association study of global gene expression
    Dixon, Anna L.
    Liang, Liming
    Moffatt, Miriam F.
    Chen, Wei
    Heath, Simon
    Wong, Kenny C. C.
    Taylor, Jenny
    Burnett, Edward
    Gut, Ivo
    Farrall, Martin
    Lathrop, G. Mark
    Abecasis, Goncalo R.
    Cookson, William O. C.
    [J]. NATURE GENETICS, 2007, 39 (10) : 1202 - 1207
  • [8] Cis-acting expression quantitative trait loci in mice
    Doss, S
    Schadt, EE
    Drake, TA
    Lusis, AJ
    [J]. GENOME RESEARCH, 2005, 15 (05) : 681 - 691
  • [9] Genetics of gene expression and its effect on disease
    Emilsson, Valur
    Thorleifsson, Gudmar
    Zhang, Bin
    Leonardson, Amy S.
    Zink, Florian
    Zhu, Jun
    Carlson, Sonia
    Helgason, Agnar
    Walters, G. Bragi
    Gunnarsdottir, Steinunn
    Mouy, Magali
    Steinthorsdottir, Valgerdur
    Eiriksdottir, Gudrun H.
    Bjornsdottir, Gyda
    Reynisdottir, Inga
    Gudbjartsson, Daniel
    Helgadottir, Anna
    Jonasdottir, Aslaug
    Jonasdottir, Adalbjorg
    Styrkarsdottir, Unnur
    Gretarsdottir, Solveig
    Magnusson, Kristinn P.
    Stefansson, Hreinn
    Fossdal, Ragnheidur
    Kristjansson, Kristleifur
    Gislason, Hjortur G.
    Stefansson, Tryggvi
    Leifsson, Bjorn G.
    Thorsteinsdottir, Unnur
    Lamb, John R.
    Gulcher, Jeffrey R.
    Reitman, Marc L.
    Kong, Augustine
    Schadt, Eric E.
    Stefansson, Kari
    [J]. NATURE, 2008, 452 (7186) : 423 - U2
  • [10] Alternative splicing and differential gene expression in colon cancer detected by a whole genome exon array
    Gardina, Paul J.
    Clark, Tyson A.
    Shimada, Brian
    Staples, Michelle K.
    Yang, Qing
    Veitch, James
    Schweitzer, Anthony
    Awad, Tarif
    Sugnet, Charles
    Dee, Suzanne
    Davies, Christopher
    Williams, Alan
    Turpaz, Yaron
    [J]. BMC GENOMICS, 2006, 7 (1)