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Assembly methods for nanopore-based metagenomic sequencing: a comparative study

机译:基于纳米孔的组分测序的组装方法:比较研究

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Metagenomic sequencing has allowed for the recovery of previously unexplored microbial genomes. Whereas short-read sequencing platforms often result in highly fragmented metagenomes, nanopore-based sequencers could lead to more contiguous assemblies due to their potential to generate long reads. Nevertheless, there is a lack of updated and systematic studies evaluating the performance of different assembly tools on nanopore data. In this study, we have benchmarked the ability of different assemblers to reconstruct two different commercially-available mock communities that have been sequenced using Oxford Nanopore Technologies platforms. Among the tested tools, only metaFlye, Raven, and Canu performed well in all the datasets. These tools retrieved highly contiguous genomes (or even complete genomes) directly from the metagenomic data. Despite the intrinsic high error of nanopore sequencing, final assemblies reached high accuracy (~?99.5 to 99.8% of consensus accuracy). Polishing strategies demonstrated to be necessary for reducing the number of indels, and this had an impact on the prediction of biosynthetic gene clusters. Correction with high quality short reads did not always result in higher quality draft assemblies. Overall, nanopore metagenomic sequencing data-adapted to MinION’s current output-proved sufficient for assembling and characterizing low-complexity microbial communities.
机译:Metagenomic测序允许恢复以前未探测的微生物基因组。然而,读取的序列平台经常导致高碎裂的梅曲线,由于它们产生长读取的可能性,基于纳米孔的序列仪可能导致更常见的组件。然而,缺乏更新和系统的研究,评估了不同装配工具对纳米孔数据的性能。在这项研究中,我们已经基准基准,不同的汇编器重建了使用牛津纳米孔技术平台进行测序的两个不同的商业型模拟社区的能力。在测试的工具中,只有Metaflye,Raven和Canu在所有数据集中都表现良好。这些工具直接从Metagenomic数据中检索高度连续的基因组(甚至完全基因组)。尽管纳米孔测序的内在高误差,但最终组件达到了高精度(〜?99.5至99.8%的共识准确性)。抛光策略表明是减少诱导数量的必要条件,这对生物合成基因簇的预测产生了影响。高质量短读的校正并不总是导致更高质量的组件。总体而言,纳米孔偏心序列测序数据适应于塞子的电流输出 - 证明足以组装和表征低复杂性微生物群落。

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