Cis-Acting Polymorphisms Affect Complex Traits through Modifications of MicroRNA Regulation Pathways

被引:32
作者
Arnold, Matthias [1 ]
Ellwanger, Daniel C. [1 ,2 ]
Hartsperger, Mara L. [1 ]
Pfeufer, Arne [3 ,4 ,5 ,6 ]
Stuempflen, Volker [1 ]
机构
[1] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Bioinformat & Syst Biol, Neuherberg, Germany
[2] Tech Univ Munich, Ctr Life & Food Sci, Chair Genome Oriented Bioinformat, Freising Weihenstephan, Germany
[3] Tech Univ Munich, Inst Human Genet, Munich, Germany
[4] German Natl Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Human Genet, Neuherberg, Germany
[5] European Acad Bozen Bolzano EURAC, Inst Med Genet, Bolzano, Italy
[6] Univ Lubeck, Affiliated Inst, Lubeck, Germany
关键词
GENOME-WIDE ASSOCIATION; PRIMARY BILIARY-CIRRHOSIS; DNA-REPAIR; INTEGRATIVE ANALYSIS; HUMAN-DISEASE; RNA; DATABASE; EXPRESSION; GENE; IDENTIFICATION;
D O I
10.1371/journal.pone.0036694
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Genome-wide association studies (GWAS) have become an effective tool to map genes and regions contributing to multifactorial human diseases and traits. A comparably small number of variants identified by GWAS are known to have a direct effect on protein structure whereas the majority of variants is thought to exert their moderate influences on the phenotype through regulatory changes in mRNA expression. MicroRNAs (miRNAs) have been identified as powerful posttranscriptional regulators of mRNAs. Binding to their target sites, which are mostly located within the 3'-untranslated region (3'-UTR) of mRNA transcripts, they modulate mRNA expression and stability. Until today almost all human mRNA transcripts are known to harbor at least one miRNA target site with an average of over 20 miRNA target sites per transcript. Among 5,101 GWAS-identified sentinel single nucleotide polymorphisms (SNPs) that correspond to 18,884 SNPs in linkage disequilibrium (LD) with the sentinels (r(2) >= 0.8) we identified a significant overrepresentation of SNPs that affect the 3'-UTR of genes (OR = 2.33, 95% CI = 2.12-2.57, P<10(-52)). This effect was even stronger considering all SNPs in one LD bin a single signal (OR = 4.27, 95% CI = 3.84-4.74, P<10(-114)). Based on crosslinking immunoprecipitation data we identified four mechanisms affecting miRNA regulation by 39-UTR mutations: (i) deletion or (ii) creation of miRNA recognition elements within validated RNA-induced silencing complex binding sites, (iii) alteration of 3'-UTR splicing leading to a loss of binding sites, and (iv) change of binding affinity due to modifications of 3'-UTR folding. We annotated 53 SNPs of a total of 288 trait-associated 3'-UTR SNPs as mediating at least one of these mechanisms. Using a qualitative systems biology approach, we demonstrate how our findings can be used to support biological interpretation of GWAS results as well as to provide new experimentally testable hypotheses.
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页数:12
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