RNA sequencing reveals the role of splicing polymorphisms in regulating human gene expression

被引:91
作者
Lalonde, Emilie [1 ,2 ]
Ha, Kevin C. H. [1 ,2 ]
Wang, Zibo [1 ,2 ]
Bemmo, Amandine [1 ,2 ]
Kleinman, Claudia L. [1 ,2 ]
Kwan, Tony [1 ,2 ]
Pastinen, Tomi [1 ,2 ]
Majewski, Jacek [1 ,2 ]
机构
[1] McGill Univ, Dept Human Genet, Montreal, PQ H3A 1A4, Canada
[2] Genome Quebec Innovat Ctr, Montreal, PQ H3A 1A4, Canada
基金
加拿大健康研究院;
关键词
ENZYME-ACTIVITY; SUSCEPTIBILITY; DISCOVERY; SITE; SEQ;
D O I
10.1101/gr.111211.110
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
Expression levels of many human genes are under the genetic control of expression quantitative trait loci (eQTLs). Despite technological advances, the precise molecular mechanisms underlying most eQTLs remain elusive. Here, we use deep mRNA sequencing of two CEU individuals to investigate those mechanisms, with particular focus on the role of splicing control loci (sQTLs). We identify a large number of genes that are differentially spliced between the two samples and associate many of those differences with nearby single nucleotide polymorphisms (SNPs). Subsequently, we investigate the potential effect of splicing SNPs on eQTL control in general. We find a significant enrichment of alternative splicing (AS) events within a set of highly confident eQTL targets discovered in previous studies, suggesting a role of AS in regulating overall gene expression levels. Next, we demonstrate high correlation between the levels of mature (exonic) and un-processed (intronic) RNA, implying that similar to 75% of eQTL target variance can be explained by control at the level of transcription, but that the remaining 25% may be regulated co- or post-transcriptionally. We focus on eQTL targets with use four examples: USMG5, MMAB, MRPL43, and OAS1, to dissect the exact downstream effects of the associated genetic variants.discordant mRNA and pre-mRNA expression patterns and
引用
收藏
页码:545 / 554
页数:10
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