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Comparative assembly and analysis of different sized genomes using Pacbio sequencing technology

机译:采用PACBIO测序技术的不同大小基因组的比较组装与分析

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摘要

PacBio is the third generation sequencing technology which is based on the single molecule real time sequencing (SMRT) platform using the property of zero-mode waveguide (ZMW). This technology generates very long reads which is best suited for various applications like de novo genome assembly, structural variations, full length transcriptomes, direct detection of base modifications etc. PacBio data can either be used alone or in combination with the illumina based shorter reads to facilitate a good assembly. Different algorithms are available to construct the genome based on PacBio alone or hybrid datasets. In order to identify the best possible approach we did a comparative study employing the widely accepted assembly tools on E.coli, C.elegans and A.thaliana datasets (PacBio & Ilumina (Paired end & Mate Pair)). We performed de novo genome assembly, gene prediction and gene annotation for all possible dataset (PacBio & Illumina PE & MP) and tools combination. The study resulted in the identification of the best method that could assemble the 4.6 MB of E.coli genome covering ~97% of BUSCO represented genes in a single contig. For C.elegans and A.thaliana we were able to achieve 109 MB and 123 MB sized assembly with ~80% of BUSCO represented genes.
机译:PacBio是第三代测序技术,其是基于使用零模式波导(ZMW)的性质的单分子实时测序(SMRT)平台上。该技术产生非常长的读出,其最适合于各种应用,如从头基因组装配,结构变型中,全长转录,直接检测碱基修饰等的PacBio数据既可以基于更短的读出,以用于单独地或与Illumina的组合促进良好的装配。不同的算法可基于PacBio单独或混合数据集来构建基因组中。为了确定最佳的方法,我们做了用人上的大肠杆菌,线虫和拟南芥菜的数据集(PacBio&Ilumina(配对末端及配偶对))大会广泛接受的工具进行了比较研究。我们进行了从头基因组装配,基因预测和基因注释为所有可能的数据集(PacBio与Illumina的PE和MP)和工具组合。该研究导致可能组装4.6 MB大肠杆菌基因组覆盖〜BUSCO的97%表示在单个重叠群的基因的最佳方法的识别。对于线虫和拟南芥我们能够实现109 MB和123 MB用〜大小的组装BUSCO的80%表示的基因。

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