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hybridSPAdes: an algorithm for hybrid assembly of short and long reads

机译:hybridSPAdes:用于短读和长读混合组装的算法

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摘要

>Motivation: Recent advances in single molecule real-time (SMRT) and nanopore sequencing technologies have enabled high-quality assemblies from long and inaccurate reads. However, these approaches require high coverage by long reads and remain expensive. On the other hand, the inexpensive short reads technologies produce accurate but fragmented assemblies. Thus, a hybrid approach that assembles long reads (with low coverage) and short reads has a potential to generate high-quality assemblies at reduced cost.>Results: We describe hybridSPAdes algorithm for assembling short and long reads and benchmark it on a variety of bacterial assembly projects. Our results demonstrate that hybridSPAdes generates accurate assemblies (even in projects with relatively low coverage by long reads) thus reducing the overall cost of genome sequencing. We further present the first complete assembly of a genome from single cells using SMRT reads.>Availability and implementation: hybridSPAdes is implemented in C++ as a part of SPAdes genome assembler and is publicly available at >Contact: >Supplementary information: are available at Bioinformatics online.
机译:>动机:单分子实时(SMRT)和纳米孔测序技术的最新进展已实现了长时间读取和不准确读取的高质量组装。但是,这些方法需要长时间读取才能获得较高的覆盖率,而且价格昂贵。另一方面,廉价的短读技术可产生准确但分散的程序集。因此,组合长读(覆盖率低)和短读的混合方法有可能以较低的成本生成高质量的程序集。>结果:我们描述了用于混合短读和长读以及以各种细菌装配项目为基准。我们的结果表明,hybridSPAdes可以生成准确的装配体(即使在长期阅读覆盖率相对较低的项目中),从而降低了基因组测序的总体成本。我们进一步展示了使用SMRT读取从单个细胞完成的第一个完整的基因组组装。>可用性和实现: hybridSPAdes是C ++中实现的,是SPAdes基因组组装程序的一部分,可在>处公开获取: >补充信息:可在线访问生物信息学。

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