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Genomic DNA Pooling Strategy for Next-Generation Sequencing-Based Rare Variant Discovery in Abdominal Aortic Aneurysm Regions of Interest—Challenges and Limitations

机译:在腹部主动脉瘤感兴趣区域中基于下一代测序的罕见变体发现的基因组DNA合并策略—挑战和局限性

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摘要

The costs and efforts for sample preparation of hundreds of individuals, their genomic enrichment for regions of interest, and sufficient deep sequencing bring a significant burden to next-generation sequencing-based experiments. We investigated whether pooling of samples at the level of genomic DNA would be a more versatile strategy for lowering the costs and efforts for common disease-associated rare variant detection in candidate genes or associated loci in a substantial patient cohort. We performed a pilot experiment using five pools of 20 abdominal aortic aneurysm (AAA) patients that were enriched on separate microarrays for the reported 9p21.3 associated locus and 42 additional AAA candidate genes, and sequenced on the SOLiD platform. Here, we discuss challenges and limitations connected to this approach and show that the high number of novel variants detected per pool and allele frequency deviations to the usually highly false positive cut-off region for variant detection in non-pooled samples can be limiting factors for successful variant prioritization and confirmation. We conclude that barcode indexing of individual samples before pooling followed by a multiplexed enrichment strategy should be preferred for detection of rare genetic variants in larger sample sets rather than a genomic DNA pooling strategy.
机译:数百个样本制备所需的成本和工作,其感兴趣区域的基因组富集以及足够的深度测序,给基于下一代测序的实验带来了沉重负担。我们调查了在基因组DNA水平上合并样品是否将是一种更通用的策略,用于降低大量患者队列中候选基因或相关基因座中常见疾病相关罕见变异检测的成本和工作。我们使用20个腹主动脉瘤(AAA)患者的5个库进行了一项先导实验,这些患者在单独的微阵列上富集了报告的9p21.3相关基因座和42个其他AAA候选基因,并在SOLiD平台上进行了测序。在这里,我们讨论了与该方法相关的挑战和局限性,并表明,在每个非池样本中检测到的每个库中检测到的大量新颖变异以及等位基因频率偏差(通常为高度假阳性的阳性切除区域用于变异检测)可能是限制因素。成功的变量优先级确定和确认。我们得出的结论是,对于在较大样本集中检测稀有遗传变异,而不是基因组DNA合并策略,应该首选合并之前对单个样本进行条形码索引,然后进行多重富集策略。

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