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A practical guide to build de-novo assemblies for single tissues of non-model organisms: the example of a Neotropical frog

机译:为非模型生物的单个组织构建新型组装的实用指南:新热带青蛙的例子

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摘要

Whole genome sequencing (WGS) is a very valuable resource to understand the evolutionary history of poorly known species. However, in organisms with large genomes, as most amphibians, WGS is still excessively challenging and transcriptome sequencing (RNA-seq) represents a cost-effective tool to explore genome-wide variability. Non-model organisms do not usually have a reference genome and the transcriptome must be assembled de-novo. We used RNA-seq to obtain the transcriptomic profile for Oreobates cruralis, a poorly known South American direct-developing frog. In total, 550,871 transcripts were assembled, corresponding to 422,999 putative genes. Of those, we identified 23,500, 37,349, 38,120 and 45,885 genes present in the Pfam, EggNOG, KEGG and GO databases, respectively. Interestingly, our results suggested that genes related to immune system and defense mechanisms are abundant in the transcriptome of O. cruralis. We also present a pipeline to assist with pre-processing, assembling, evaluating and functionally annotating a de-novo transcriptome from RNA-seq data of non-model organisms. Our pipeline guides the inexperienced user in an intuitive way through all the necessary steps to build de-novo transcriptome assemblies using readily available software and is freely available at: .
机译:全基因组测序(WGS)是了解稀有物种进化史的宝贵资源。然而,在具有大型基因组的生物中,像大多数两栖动物一样,WGS仍然极具挑战性,转录组测序(RNA-seq)代表了探索全基因组变异性的经济有效工具。非模式生物通常没有参考基因组,并且转录组必须重新组装。我们使用RNA-seq获得了Oreobates cruralis(一种鲜为人知的南美直接发育青蛙)的转录组谱。总共组装了550,871个转录本,对应于422,999个推定基因。其中,我们鉴定出分别存在于Pfam,EggNOG,KEGG和GO数据库中的23,500、37,349、38,120和45,885个基因。有趣的是,我们的结果表明,与O. cruralis的转录组中有关免疫系统和防御机制的基因丰富。我们还提出了一条管道,以帮助从非模型生物的RNA-seq数据进行预处理,组装,评估和功能注释新的转录组。我们的产品线会以直观的方式引导经验不足的用户,通过所有必要的步骤,使用易于获得的软件来构建de-novo转录组组装体,该方法可从以下网址免费获得:。

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