We sought to comprehensively and systematically characterize the relationship between genetic variation, miRNA expression, and mRNA expression. Genome-wide expression profiling of samples of European and African ancestry identified in each population hundreds of miRNAs whose increased expression is correlated with correspondingly reduced expression of target mRNAs. We scanned 3' UTR SNPs with a potential functional effect on miRNA binding for cis-acting expression quantitative trait loci (eQTLs) for the corresponding proximal target genes. To extend sequence-based, localized analyses of SNP effect on miRNA binding, we proceeded to dissect the genetic basis of miRNA expression variation; we mapped miRNA expression levels as quantitative traits to loci in the genome as miRNA eQTLs, demonstrating that miRNA expression is under significant genetic control. We found that SNPs associated with miRNA expression are significantly enriched with those SNPs already shown to be associated with mRNA. Moreover, we discovered that many of the miRNA-associated genetic variations identified in our study are associated with a broad spectrum of human complex traits from the National Human Genome Research Institute catalog of published genome-wide association studies. Experimentally, we replicated miRNA-induced mRNA expression inhibition and the cis-eQTL relationship to the target gene for several identified relationships among SNPs, miRNAs, and mRNAs in an independent set of samples; furthermore, we conducted miRNA overexpression and inhibition experiments to functionally validate the miRNA-mRNA relationships. This study extends our understanding of the genetic regulation of the transcriptome and suggests that genetic variation might underlie observed relationships between miRNAs and mRNAs more commonly than has previously been appreciated.
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Skibola, Christine F.
;
Bracci, Paige M.
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Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Bracci, Paige M.
;
Halperin, Eran
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Int Comp Sci Inst, Berkeley, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Halperin, Eran
;
Nieters, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Div Canc Epidemiol, Heidelberg, GermanyUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Nieters, Alexandra
;
Hubbard, Alan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Hubbard, Alan
;
Paynter, Randi A.
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h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Paynter, Randi A.
;
Skibola, Danica R.
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h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Skibola, Danica R.
;
Agana, Luz
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h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Agana, Luz
;
Becker, Nikolaus
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h-index: 0
机构:
German Canc Res Ctr, Div Canc Epidemiol, Heidelberg, GermanyUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Becker, Nikolaus
;
Tressler, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Pathol, San Francisco, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Tressler, Patrick
;
Forrest, Matthew S.
论文数: 0引用数: 0
h-index: 0
机构:
Wellcome Trust Sanger Inst, Wellcome Trust Genome Campus, Hinxton, EnglandUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Forrest, Matthew S.
;
Sankararaman, Sriram
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h-index: 0
机构:
Int Comp Sci Inst, Berkeley, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Sankararaman, Sriram
;
Conde, Lucia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Int Comp Sci Inst, Berkeley, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Conde, Lucia
;
Holly, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Holly, Elizabeth A.
;
Smith, Martyn T.
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h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Skibola, Christine F.
;
Bracci, Paige M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Bracci, Paige M.
;
Halperin, Eran
论文数: 0引用数: 0
h-index: 0
机构:
Int Comp Sci Inst, Berkeley, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Halperin, Eran
;
Nieters, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Div Canc Epidemiol, Heidelberg, GermanyUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Nieters, Alexandra
;
Hubbard, Alan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Hubbard, Alan
;
Paynter, Randi A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Paynter, Randi A.
;
Skibola, Danica R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Skibola, Danica R.
;
Agana, Luz
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Agana, Luz
;
Becker, Nikolaus
论文数: 0引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Div Canc Epidemiol, Heidelberg, GermanyUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Becker, Nikolaus
;
Tressler, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Pathol, San Francisco, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Tressler, Patrick
;
Forrest, Matthew S.
论文数: 0引用数: 0
h-index: 0
机构:
Wellcome Trust Sanger Inst, Wellcome Trust Genome Campus, Hinxton, EnglandUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Forrest, Matthew S.
;
Sankararaman, Sriram
论文数: 0引用数: 0
h-index: 0
机构:
Int Comp Sci Inst, Berkeley, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Sankararaman, Sriram
;
Conde, Lucia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Int Comp Sci Inst, Berkeley, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Conde, Lucia
;
Holly, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA
Holly, Elizabeth A.
;
Smith, Martyn T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USAUniv Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA 94720 USA