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A weighted accumulation test for associating rare genetic variation with quantitative phenotypes

机译:将稀有遗传变异与定量表型相关联的加权累积试验

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Currently there is a great deal of interest in developing methods for testing the role that rare variation plays in disease development. Here we propose a weighted association test that accumulates genetic variation across a signaling pathway. We evaluate our approach by analyzing simulated phenotype data from an exome sequencing study of 697 unrelated individuals from the Genetic Analysis Workshop 17 (GAW17) data set. Although our weighted approach identifies several interesting pathways associated with phenotype Q1, so does an alternative unweighted accumulation approach. Such a result is not unexpected because there is no systematic relationship between the allele frequency of a variant and its effect on phenotype in the GAW17 simulation model.
机译:目前有很多兴趣开发用于测试罕见变异在疾病发展中的作用的作用。在这里,我们提出了一种加权关联测试,其累积在信号通路上的遗传变异。我们通过从遗传分析研讨会17(GAW17)数据集中的697个无关个体的exome测序研究中分析模拟表型数据来评估我们的方法。虽然我们的加权方法识别与表型Q1相关的几种有趣的途径,但替代的累积累积方法也是如此。这样的结果不是出口意外的,因为变体的等位基因频率与其对GAW17模拟模型中表型的影响之间没有系统关系。

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