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Transcript Expression Data from Human Islets Links Regulatory Signals from Genome-Wide Association Studies for Type 2 Diabetes and Glycemic Traits to Their Downstream Effectors

机译:来自人类胰岛的转录表达数据将来自全基因组2型糖尿病和血糖特征的调控信号与其下游效应子联系起来。

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摘要

The intersection of genome-wide association analyses with physiological and functional data indicates that variants regulating islet gene transcription influence type 2 diabetes (T2D) predisposition and glucose homeostasis. However, the specific genes through which these regulatory variants act remain poorly characterized. We generated expression quantitative trait locus (eQTL) data in 118 human islet samples using RNA-sequencing and high-density genotyping. We identified fourteen loci at which cis-exon-eQTL signals overlapped active islet chromatin signatures and were coincident with established T2D and/or glycemic trait associations. ‎At some, these data provide an experimental link between GWAS signals and biological candidates, such as DGKB and ADCY5. At others, the cis-signals implicate genes with no prior connection to islet biology, including WARS and ZMIZ1. At the ZMIZ1 locus, we show that perturbation of ZMIZ1 expression in human islets and beta-cells influences exocytosis and insulin secretion, highlighting a novel role for ZMIZ1 in the maintenance of glucose homeostasis. Together, these findings provide a significant advance in the mechanistic insights of T2D and glycemic trait association loci.
机译:全基因组关联分析与生理和功能数据的交叉表明,调节胰岛基因转录的变异体影响2型糖尿病(T2D)的易感性和葡萄糖稳态。然而,这些调节性变体通过其起作用的特定基因仍然没有被很好地表征。我们使用RNA测序和高密度基因分型技术在118个人类胰岛样品中生成了表达定量性状基因座(eQTL)数据。我们确定了十四个基因座,顺式-外显子-eQTL信号与活跃的胰岛染色质特征重叠,并且与已建立的T2D和/或血糖特征相关。在某些情况下,这些数据提供了GWAS信号与生物学候选物(例如DGKB和ADCY5)之间的实验联系。在另一些情况下,顺式信号暗示与胰岛生物学没有任何联系的基因,包括WARS和ZMIZ1。在ZMIZ1基因座上,我们显示人胰岛和β细胞中ZMIZ1表达的扰动会影响胞吐作用和胰岛素分泌,从而突出ZMIZ1在维持葡萄糖稳态中的新作用。总之,这些发现为T2D和血糖性状关联基因座的机理研究提供了重大进展。

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