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Detecting Heteroplasmy from High-Throughput Sequencing of Complete Human Mitochondrial DNA Genomes

机译:从完整的人类线粒体DNA基因组的高通量测序检测异质。

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摘要

Heteroplasmy, the existence of multiple mtDNA types within an individual, has been previously detected by using mostly indirect methods and focusing largely on just the hypervariable segments of the control region. Next-generation sequencing technologies should enable studies of heteroplasmy across the entire mtDNA genome at much higher resolution, because many independent reads are generated for each position. However, the higher error rate associated with these technologies must be taken into consideration to avoid false detection of heteroplasmy. We used simulations and phiX174 sequence data to design criteria for accurate detection of heteroplasmy with the Illumina Genome Analyzer platform, and we used artificial mixtures and replicate data to test and refine the criteria. We then applied these criteria to mtDNA sequence reads for 131 individuals from five Eurasian populations that had been generated via a parallel tagged approach. We identified 37 heteroplasmies at 10% frequency or higher at 34 sites in 32 individuals. The mutational spectrum does not differ between heteroplasmic mutations and polymorphisms in the same individuals, but the relative mutation rate at heteroplasmic mutations is significantly higher than that estimated for all mutable sites in the human mtDNA genome. Moreover, there is also a significant excess of nonsynonymous mutations observed among heteroplasmies, compared to polymorphism data from the same individuals. Both mutation-drift and negative selection influence the fate of heteroplasmies to determine the polymorphism spectrum in humans. With appropriate criteria for avoiding false positives due to sequencing errors, next-generation technologies can provide novel insights into genome-wide aspects of mtDNA heteroplasmy.
机译:异质性是一个个体中多种mtDNA类型的存在,以前已经通过使用大多数间接方法并且主要关注控制区域的高变部分来检测到。下一代测序技术应该能够以更高的分辨率研究整个mtDNA基因组中的异质性,因为每个位置都会产生许多独立的读数。但是,必须考虑与这些技术相关的较高错误率,以避免错误检测异质性。我们使用模拟和phiX174序列数据来设计标准,以使用Illumina Genome Analyzer平台准确检测异质性,并使用人工混合物和复制数据来测试和完善标准。然后,我们将这些标准应用于通过并行标记方法生成的来自五个欧亚种群的131个个体的mtDNA序列读取。我们在32个个体的34个位点中以10%或更高的频率鉴定了37个异质性。同一个人的异质性突变和多态性之间的突变谱没有差异,但是异质性突变的相对突变率显着高于人类mtDNA基因组中所有可变位点的相对突变率。此外,与来自同一个体的多态性数据相比,在异质性中观察到的非同义突变也显着过量。突变漂移和负选择都影响异质性的命运,以确定人类的多态性谱。有了避免测序错误而导致假阳性的适当标准,下一代技术可以为mtDNA异质性的全基因组方面提供新颖的见解。

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