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使用Trinity组装器结合Illumina双端序列数据改进从头转录组组装。

Ameliorated de novo transcriptome assembly using Illumina paired end sequence data with Trinity Assembler.

作者信息

Bankar Kiran Gopinath, Todur Vivek Nagaraj, Shukla Rohit Nandan, Vasudevan Madavan

机构信息

Genome Informatics Research Group, Bionivid Technology Pvt Ltd, Bangalore 560043, India.

出版信息

Genom Data. 2015 Jul 15;5:352-9. doi: 10.1016/j.gdata.2015.07.012. eCollection 2015 Sep.

Abstract

Advent of Next Generation Sequencing has led to possibilities of de novo transcriptome assembly of organisms without availability of complete genome sequence. Among various sequencing platforms available, Illumina is the most widely used platform based on data quality, quantity and cost. Various de novo transcriptome assemblers are also available today for construction of de novo transcriptome. In this study, we aimed at obtaining an ameliorated de novo transcriptome assembly with sequence reads obtained from Illumina platform and assembled using Trinity Assembler. We found that, primary transcriptome assembly obtained as a result of Trinity can be ameliorated on the basis of transcript length, coverage, and depth and protein homology. Our approach to ameliorate is reproducible and could enhance the sensitivity and specificity of the assembled transcriptome which could be critical for validation of the assembled transcripts and for planning various downstream biological assays.

摘要

新一代测序技术的出现使得在没有完整基因组序列的情况下对生物体进行从头转录组组装成为可能。在现有的各种测序平台中,基于数据质量、数量和成本,Illumina是使用最广泛的平台。如今也有各种从头转录组组装工具可用于构建从头转录组。在本研究中,我们旨在利用从Illumina平台获得的序列读数并使用Trinity组装工具进行组装,从而获得改进的从头转录组组装结果。我们发现,基于转录本长度、覆盖度、深度和蛋白质同源性,可对Trinity产生的初级转录组组装结果进行改进。我们的改进方法具有可重复性,并且可以提高组装转录组的灵敏度和特异性,这对于验证组装的转录本以及规划各种下游生物学检测至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db17/4583709/0e603a6e64de/gr1.jpg

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