RETRACTED: Detection and replication of epistasis influencing transcription in humans (Retracted Article)

被引:129
作者
Hemani, Gibran [1 ,2 ]
Shakhbazov, Konstantin [1 ,2 ]
Westra, Harm-Jan [3 ]
Esko, Tonu [4 ,5 ,6 ]
Henders, Anjali K. [7 ]
McRae, Allan F. [1 ,2 ]
Yang, Jian [1 ]
Gibson, Greg [8 ,9 ]
Martin, Nicholas G. [7 ]
Metspalu, Andres [4 ]
Franke, Lude [3 ]
Montgomery, Grant W. [7 ]
Visscher, Peter M. [1 ,2 ]
Powell, Joseph E. [1 ,2 ]
机构
[1] Univ Queensland, Queensland Brain Inst, Brisbane, Qld 4072, Australia
[2] Univ Queensland, Princess Alexandra Hosp, Diamantina Inst, Brisbane, Qld 4072, Australia
[3] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, NL-9700 RB Groningen, Netherlands
[4] Univ Tartu, Estonian Genome Ctr, EE-51010 Tartu, Estonia
[5] Broad Inst, Cambridge, MA 02142 USA
[6] Childrens Hosp, Div Endocrinol, Boston, MA 02115 USA
[7] Queensland Inst Med Res, Brisbane, Qld 4006, Australia
[8] Georgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
[9] Georgia Inst Technol, Ctr Integrat Genom, Atlanta, GA 30332 USA
基金
英国医学研究理事会; 美国国家卫生研究院; 澳大利亚研究理事会;
关键词
GENOME-WIDE ASSOCIATION; GENETIC-VARIATION; LOCI; GWAS;
D O I
10.1038/nature13005
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Epistasis is the phenomenon whereby one polymorphism's effect on a trait depends on other polymorphisms present in the genome. The extent to which epistasis influences complex traits(1) and contributes to their variation(2,3) is a fundamental question in evolution andhuman genetics. Although oftendemonstrated in artificial gene manipulation studies in model organisms(4,5), and some examples have been reported in other species(6), few examples exist for epistasis among natural polymorphisms in human traits(7,8). Its absence from empirical findingsmay simply be due to low incidence in the genetic control of complex traits(2,3), but an alternative view is that it has previously been too technically challenging to detect owing to statistical and computational issues(9). Here we show, using advanced computation(10) and a gene expression study design, that many instances of epistasis are found between common single nucleotide polymorphisms (SNPs). In a cohort of 846 individualswith 7,339 gene expression levels measured in peripheral blood, we found 501 significant pairwise interactions between commonSNPs influencing the expression of 238 genes (P < 2.91 x 10(-16)). Replication of these interactions in two independent data sets11,12 showed both concordance of direction of epistatic effects (P = 55.5 x 10(-31)) and enrichment of interaction P values, with 30 being significant at a conservative threshold of P < 9.98 x 10(-5). Forty-four of the genetic interactions are located within 5 megabases of regions of known physical chromosome interactions(13) (P=1.8x10(-10)). Epistatic networks of three SNPs or more influence the expression levels of 129 genes, whereby one cis-acting SNP is modulated by several trans-acting SNPs. For example, MBNL1 is influenced by an additive effect at rs13069559, which itself is masked by trans-SNPs on 14 different chromosomes, with nearly identical genotype-phenotype maps for each cis-trans interaction. This study presents the first evidence, to our knowledge, for many instances of segregating common polymorphisms interacting to influence human traits.
引用
收藏
页码:249 / +
页数:8
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