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Sequencing Assembling and Correcting Draft Genomes Using Recombinant Populations

机译:使用重组种群对基因组草图进行测序组装和校正

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摘要

Current de novo whole-genome sequencing approaches often are inadequate for organisms lacking substantial preexisting genetic data. Problems with these methods are manifest as: large numbers of scaffolds that are not ordered within chromosomes or assigned to individual chromosomes, misassembly of allelic sequences as separate loci when the individual(s) being sequenced are heterozygous, and the collapse of recently duplicated sequences into a single locus, regardless of levels of heterozygosity. Here we propose a new approach for producing de novo whole-genome sequences—which we call recombinant population genome construction—that solves many of the problems encountered in standard genome assembly and that can be applied in model and nonmodel organisms. Our approach takes advantage of next-generation sequencing technologies to simultaneously barcode and sequence a large number of individuals from a recombinant population. The sequences of all recombinants can be combined to create an initial de novo assembly, followed by the use of individual recombinant genotypes to correct assembly splitting/collapsing and to order and orient scaffolds within linkage groups. Recombinant population genome construction can rapidly accelerate the transformation of nonmodel species into genome-enabled systems by simultaneously producing a high-quality genome assembly and providing genomic tools (e.g., high-confidence single-nucleotide polymorphisms) for immediate applications. In populations segregating for important functional traits, this approach also enables simultaneous mapping of quantitative trait loci. We demonstrate our method using simulated Illumina data from a recombinant population of Caenorhabditis elegans and show that the method can produce a high-fidelity, high-quality genome assembly for both parents of the cross.
机译:对于缺乏大量现有遗传数据的生物,当前的从头全基因组测序方法通常不足。这些方法的问题表现为:在染色体内未排序或未分配给单个染色体的大量支架,当被测序的个体是杂合的时,等位基因序列作为单独的基因座错配,以及最近重复的序列崩溃为一个基因座,无论杂合水平如何。在这里,我们提出了一种用于产生从头开始的全基因组序列的新方法(我们称为重组群体基因组构建),该方法解决了标准基因组组装中遇到的许多问题,并且可以应用于模型和非模型生物中。我们的方法利用了下一代测序技术的优势,可以对来自重组人群的大量个体同时进行条形码和测序。可以将所有重组体的序列组合起来以创建一个初始的从头组装,然后使用单个重组基因型来纠正组装的分裂/折叠并在连接基团中对支架进行排序和定向。重组种群基因组构建可通过同时产生高质量的基因组组装并提供立即可用的基因组工具(例如高可信度单核苷酸多态性)来迅速加速非模型物种向支持基因组的系统的转化。在针对重要功能性状进行隔离的人群中,这种方法还可以同时绘制定量性状基因座。我们使用来自秀丽隐杆线虫的重组种群的模拟Illumina数据展示了我们的方法,并表明该方法可以为杂交双亲产生高保真,高质量的基因组组装。

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