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Investigating the relationship between mitochondrial genetic variation and cardiovascular-related traits to develop a framework for mitochondrial phenome-wide association studies

机译:研究线粒体遗传变异与心血管相关性状之间的关系以建立线粒体表型全基因组关联研究的框架

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摘要

BackgroundMitochondria play a critical role in the cell and have DNA independent of the nuclear genome. There is much evidence that mitochondrial DNA (mtDNA) variation plays a role in human health and disease, however, this area of investigation has lagged behind research into the role of nuclear genetic variation on complex traits and phenotypic outcomes. Phenome-wide association studies (PheWAS) investigate the association between a wide range of traits and genetic variation. To date, this approach has not been used to investigate the relationship between mtDNA variants and phenotypic variation. Herein, we describe the development of a PheWAS framework for mtDNA variants (mt-PheWAS). Using the Metabochip custom genotyping array, nuclear and mitochondrial DNA variants were genotyped in 11,519 African Americans from the Vanderbilt University biorepository, BioVU. We employed both polygenic modeling and association testing with mitochondrial single nucleotide polymorphisms (mtSNPs) to explore the relationship between mtDNA variants and a group of eight cardiovascular-related traits obtained from de-identified electronic medical records within BioVU.
机译:背景线粒体在细胞中起关键作用,并具有独立于核基因组的DNA。有很多证据表明线粒体DNA(mtDNA)变异在人类健康和疾病中起作用,但是,这一研究领域落后于研究核遗传变异对复杂性状和表型结果的作用。整个现象的关联研究(PheWAS)研究了广泛的性状与遗传变异之间的关联。迄今为止,该方法尚未用于研究mtDNA变体与表型变异之间的关系。在这里,我们描述了mtDNA变体(mt-PheWAS)的PheWAS框架的开发。使用Metabochip定制基因分型阵列,对范德比尔特大学生物库BioVU的11,519名非洲裔美国人的核和线粒体DNA变体进行了基因分型。我们采用线粒体单核苷酸多态性(mtSNPs)进行多基因建模和关联测试,以探索mtDNA变体与从BioVU中未识别的电子病历中获得的一组八种心血管相关性状之间的关系。

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