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Suppression of artifacts and barcode bias in high-throughput transcriptomeanalyses utilizing template switching

机译:高通量转录组中伪影和条形码偏差的抑制利用模板切换进行分析

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摘要

Template switching (TS) has been an inherent mechanism of reverse transcriptase, which has been exploited in several transcriptome analysis methods, such as CAGE, RNA-Seq and short RNA sequencing. TS is an attractive option, given the simplicity of the protocol, which does not require an adaptor mediated step and thus minimizes sample loss. As such, it has been used in several studies that deal with limited amounts of RNA, such as in single cell studies. Additionally, TS has also been used to introduce DNA barcodes or indexes into different samples, cells or molecules. This labeling allows one to pool several samples into one sequencing flow cell, increasing the data throughput of sequencing and takes advantage of the increasing throughput of current sequences. Here, we report TS artifacts that form owing to a process called strand invasion. Due to the way in which barcodes/indexes are introduced by TS, strand invasion becomes more problematic by introducing unsystematic biases. We describe a strategy that eliminates these artifacts in silico and propose an experimental solution that suppresses biases from TS.
机译:模板转换(TS)是逆转录酶的固有机制,已在多种转录组分析方法中使用,例如CAGE,RNA-Seq和短RNA测序。考虑到协议的简单性,TS是一个有吸引力的选择,它不需要适配器介导的步骤,从而最大程度地减少了样品损失。因此,它已用于处理有限量RNA的多项研究中,例如单细胞研究中。此外,TS还已用于将DNA条形码或索引引入不同的样品,细胞或分子中。这种标记使人们可以将几个样本合并到一个测序流动池中,从而增加测序的数据吞吐量,并利用当前序列不断增加的吞吐量。在这里,我们报告由于称为链入侵的过程而形成的TS伪像。由于TS引入条形码/索引的方式,通过引入非系统性的偏见,链条入侵变得更加成问题。我们描述了一种消除计算机中这些伪像的策略,并提出了一种抑制TS偏差的实验解决方案。

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