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中文摘要
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描述(由申请人提供):尽管许多全基因组关联研究(GWAS)试图确定与疾病相关的遗传变异,但所有这些研究都认为两个亲本等位基因具有相同的作用。因此,它们在检测诸如印迹之类的影响方面的能力严重不足,这些影响可能在母系和父系等位基因之间产生差异。我们开发了新的SNP关联方法,利用母亲/父亲/孩子三人组,允许在数量性状和疾病关联研究中检测父母的起源偏差。我们表明,使用这些新的策略,分别分析母亲和父亲等位基因的疾病关联,能够检测到传统GWAS方法遗漏的疾病易感基因。通过这种方式,可以检测到印迹和其他可能在母亲和父亲之间产生差异的影响(例如母亲/胎儿相互作用)。在我们的初步数据中,我们证明了这种方法检测在唇腭裂中显示PofO效应的新基因的能力。我们现在建议应用该方法详细重新分析几个大型GWAS数据集,其中来自完整三人组的SNP数据可通过基因型和表型数据库(dbGAP)获得。这些研究可能会揭示PofO在口腔唇裂/腭裂(OCL/P)、注意缺陷多动障碍(ADHD)和多发性硬化症(MS)中的新作用。这一建议将为印迹的影响提供新的见解
英文摘要
DESCRIPTION (provided by applicant): Although many genome-wide association studies (GWAS) have sought to identify genetic variants that are associated with disease, all such studies consider the two parental alleles as having identical effects. As a result, they are severely underpowered to detect effects such as imprinting that can operate differentially between the maternal and paternal alleles. We have developed novel SNP association methodologies that utilize mother/father/child trios, allowing the detection of parent of origin biases in both quantitative traits and disease association studies. We show that the use of these novel strategies that analyze disease associations separately for the maternal and paternal alleles are able to detect disease susceptibility genes that are missed using conventional GWAS approaches. In this way imprinting and other effects that can operate differentially between mother and father (e.g. maternal/fetal interactions) can be detected. In our preliminary data, we demonstrate the power of this approach to detect novel genes showing PofO effects in oral clefts. We now propose to apply this methodology to reanalyze in detail several large GWAS datasets for which SNP data from complete trios are available through The Database of Genotypes and Phenotypes (dbGAP). These studies will likely reveal novel PofO effects operating in Oral Cleft Lip/Palate (OCL/P), Attention Deficit Hyperactivity Disorder (ADHD) and Multiple Sclerosis (MS). This proposal will provide novel insights into the influence of imprinting and maternal/fetal interactions in several human diseases.
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A comprehensive study of tandem repeat variation as a cause of Alzheimer's disease
Investigating tandem repeat expansions as a cause of schizophrenia
Investigating tandem repeat expansions as a cause of schizophrenia
Investigating tandem repeat variation as a cause of Alzheimer's disease from exome sequencing data
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