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Accurate multiplexing and filtering for high-throughput amplicon-sequencing

机译:精确的多路复用和滤波,可实现高通量扩增子测序

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摘要

Tagging amplicons with tag sequences appended to PCR primers allow the multiplexing of numerous samples for high-throughput sequencing (HTS). This approach is routinely used in HTS-based diversity analyses, especially in microbial ecology and biomedical diagnostics. However, amplicon library preparation is subject to pervasive sample sequence cross-contaminations as a result of tag switching events referred to as mistagging. Here, we sequenced seven amplicon libraries prepared using various multiplexing designs in order to measure the magnitude of this phenomenon and its impact on diversity analyses. Up to 28.2% of the unique sequences correspond to undetectable (critical) mistags in single-or saturated double-tagging libraries. We show the advantage of multiplexing samples following Latin Square Designs in order to optimize the detection of mistags and maximize the information on their distribution across samples. We use this information in designs incorporating PCR replicates to filter the critical mistags and to recover the exact composition of mock community samples. Being parameter-free and data-driven, our approach can provide more accurate and reproducible HTS data sets, improving the reliability of their interpretations.
机译:使用附加到PCR引物上的标签序列对扩增子进行标签,可以对许多样品进行多路复用,以进行高通量测序(HTS)。这种方法通常用于基于HTS的多样性分析中,尤其是在微生物生态学和生物医学诊断中。但是,由于称为标签错误的标签切换事件,扩增子文库的制备会遭受普遍的样品序列交叉污染。在这里,我们对使用各种多重设计制备的七个扩增子文库进行了测序,以测量这种现象的强度及其对多样性分析的影响。高达28.2%的独特序列对应于单或饱和双标签文库中无法检测到的(关键)错误标签。我们展示了根据Latin Square设计对样本进行多路复用的优势,以便优化错误标记的检测并最大程度地提高关于错误标记在整个样本中分布的信息。我们在结合PCR复制的设计中使用此信息,以过滤关键的错误标签并恢复模拟社区样本的确切组成。由于不受参数限制和数据驱动,我们的方法可以提供更准确和可重现的HTS数据集,从而提高其解释的可靠性。

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