Differential allelic expression in the human genome:: A robust approach to identify genetic and epigenetic Cis-acting mechanisms regulating gene expression

被引:187
作者
Serre, David [1 ]
Gurd, Scott [1 ]
Ge, Bing [1 ,2 ]
Sladek, Robert [1 ]
Sinnett, Donna [1 ,2 ]
Harmsen, Eef [1 ,2 ]
Bibikova, Marina [3 ]
Chudin, Eugene [3 ]
Barker, David L. [3 ]
Dickinson, Todd [3 ]
Fan, Jian-Bing [3 ]
Hudson, Thomas J. [1 ,2 ]
机构
[1] McGill Univ, Montreal, PQ, Canada
[2] Genome Quebec Innovat Ctr, Montreal, PQ, Canada
[3] Illumina Inc, San Diego, CA USA
关键词
D O I
10.1371/journal.pgen.1000006
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The recent development of whole genome association studies has lead to the robust identification of several loci involved in different common human diseases. Interestingly, some of the strongest signals of association observed in these studies arise from non-coding regions located in very large introns or far away from any annotated genes, raising the possibility that these regions are involved in the etiology of the disease through some unidentified regulatory mechanisms. These findings highlight the importance of better understanding the mechanisms leading to inter-individual differences in gene expression in humans. Most of the existing approaches developed to identify common regulatory polymorphisms are based on linkage/association mapping of gene expression to genotypes. However, these methods have some limitations, notably their cost and the requirement of extensive genotyping information from all the individuals studied which limits their applications to a specific cohort or tissue. Here we describe a robust and high-throughput method to directly measure differences in allelic expression for a large number of genes using the Illumina Allele-Specific Expression BeadArray platform and quantitative sequencing of RT-PCR products. We show that this approach allows reliable identification of differences in the relative expression of the two alleles larger than 1.5-fold (i.e., deviations of the allelic ratio larger than 60:40) and offers several advantages over the mapping of total gene expression, particularly for studying humans or outbred populations. Our analysis of more than 80 individuals for 2,968 SNPs located in 1,380 genes confirms that differential allelic expression is a widespread phenomenon affecting the expression of 20% of human genes and shows that our method successfully captures expression differences resulting from both genetic and epigenetic cis-acting mechanisms.
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页数:16
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共 55 条
[1]   Disruption of a novel imprinted zinc-finger gene, ZNF215, in Beckwith-Wiedemann syndrome [J].
Alders, M ;
Ryan, A ;
Hodges, M ;
Bliek, J ;
Feinberg, AP ;
Privitera, O ;
Westerveld, A ;
Little, PFR ;
Mannens, M .
AMERICAN JOURNAL OF HUMAN GENETICS, 2000, 66 (05) :1473-1484
[2]   A haplotype map of the human genome [J].
Altshuler, D ;
Brooks, LD ;
Chakravarti, A ;
Collins, FS ;
Daly, MJ ;
Donnelly, P ;
Gibbs, RA ;
Belmont, JW ;
Boudreau, A ;
Leal, SM ;
Hardenbol, P ;
Pasternak, S ;
Wheeler, DA ;
Willis, TD ;
Yu, FL ;
Yang, HM ;
Zeng, CQ ;
Gao, Y ;
Hu, HR ;
Hu, WT ;
Li, CH ;
Lin, W ;
Liu, SQ ;
Pan, H ;
Tang, XL ;
Wang, J ;
Wang, W ;
Yu, J ;
Zhang, B ;
Zhang, QR ;
Zhao, HB ;
Zhao, H ;
Zhou, J ;
Gabriel, SB ;
Barry, R ;
Blumenstiel, B ;
Camargo, A ;
Defelice, M ;
Faggart, M ;
Goyette, M ;
Gupta, S ;
Moore, J ;
Nguyen, H ;
Onofrio, RC ;
Parkin, M ;
Roy, J ;
Stahl, E ;
Winchester, E ;
Ziaugra, L ;
Shen, Y .
NATURE, 2005, 437 (7063) :1299-1320
[3]   A novel imprinted gene, HYMAI, is located within an imprinted domain on human chromosome 6 containing ZAC [J].
Arima, T ;
Drewell, RA ;
Oshimura, M ;
Wake, N ;
Surani, MA .
GENOMICS, 2000, 67 (03) :248-255
[4]   Self-assembled random arrays: High-performance imaging and genomics applications on a high-density microarray platform [J].
Barker, DL ;
Theriault, G ;
Che, DP ;
Dickinson, T ;
Shen, R ;
Kain, R .
MICROARRAYS AND COMBINATORIAL TECHNOLOGIES FOR BIOMEDICAL APPLICATIONS: DESIGN, FABRICATION, AND ANALYSIS, 2003, 4966 :1-11
[5]   Discovering genotypes underlying human phenotypes: past successes for mendelian disease, future approaches for complex disease [J].
Botstein, D ;
Risch, N .
NATURE GENETICS, 2003, 33 (Suppl 3) :228-237
[6]   The landscape of genetic complexity across 5,700 gene expression traits in yeast [J].
Brem, RB ;
Kruglyak, L .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (05) :1572-1577
[7]   Genetic dissection of transcriptional regulation in budding yeast [J].
Brem, RB ;
Yvert, G ;
Clinton, R ;
Kruglyak, L .
SCIENCE, 2002, 296 (5568) :752-755
[8]   Mapping determinants of human gene expression by regional and genome-wide association [J].
Cheung, VG ;
Spielman, RS ;
Ewens, KG ;
Weber, TM ;
Morley, M ;
Burdick, JT .
NATURE, 2005, 437 (7063) :1365-1369
[9]   Loss of IGF2 imprinting:: A potential marker of colorectal cancer risk [J].
Cui, HM ;
Cruz-Correa, M ;
Giardiello, FM ;
Hutcheon, DF ;
Kafonek, DR ;
Brandenburg, S ;
Wu, YQ ;
He, XB ;
Powe, NR ;
Feinberg, AP .
SCIENCE, 2003, 299 (5613) :1753-1755
[10]   Gene expression variation and expression quantitative trait mapping of human chromosome 21 genes [J].
Deutsch, S ;
Lyle, R ;
Dermitzakis, ET ;
Subrahmanyan, L ;
Gehrig, C ;
Parand, L ;
Gagnebin, M ;
Rougemont, J ;
Jongeneel, CV ;
Antonarakis, SE .
HUMAN MOLECULAR GENETICS, 2005, 14 (23) :3741-3749