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Low-cost Low-bias and Low-input RNA-seq with High Experimental Verifiability based on Semiconductor Sequencing

机译:基于半导体测序的低成本低偏差和低输入RNA-seq具有高实验可验证性

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摘要

Low-input RNA-seq is powerful to represent the gene expression profiles with limited number of cells, especially when single-cell variations are not the aim. However, pre-amplification-based and molecule index-based library construction methods boost bias or require higher throughput. Here we demonstrate a simple, low-cost, low-bias and low-input RNA-seq with ion torrent semiconductor sequencing (LIEA RNA-seq). We also developed highly accurate and error-tolerant spliced mapping algorithm FANSe2splice to accurately map the single-ended reads to the reference genome with better experimental verifiability than the previous spliced mappers. Combining the experimental and computational advancements, our solution is comparable with the bulk mRNA-seq in quantification, reliably detects splice junctions and minimizes the bias with much less mappable reads.
机译:低输入RNA-seq可以强大地代表细胞数量有限的基因表达谱,尤其是在单细胞变异不是目标的情况下。但是,基于预扩增和基于分子索引的文库构建方法会增加偏差或需要更高的通量。在这里,我们演示了一种简单,低成本,低偏置和低输入的RNA-seq,具有离子洪流半导体测序(LIEA RNA-seq)。我们还开发了高度精确且容错的剪接映射算法FANSe2splice,以将单端读数准确映射到参考基因组,具有比以前的剪接映射器更好的实验可验证性。结合实验和计算方面的进展,我们的解决方案在定量方面可与大量的mRNA-seq相媲美,可可靠地检测剪接点,并以较少的可映射读值将偏差最小化。

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