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基于PacBio和纳米孔的转录组RNA测序分析与综合比较。

Analysis and comprehensive comparison of PacBio and nanopore-based RNA sequencing of the transcriptome.

作者信息

Cui Jiawen, Shen Nan, Lu Zhaogeng, Xu Guolu, Wang Yuyao, Jin Biao

机构信息

College of Horticulture and Plant Protection, Yangzhou University, Yangzhou, 225009 China.

Biomarker Technologies Corporation, Beijing, 101300 China.

出版信息

Plant Methods. 2020 Jun 12;16:85. doi: 10.1186/s13007-020-00629-x. eCollection 2020.

Abstract

BACKGROUND

The number of studies using third-generation sequencing utilising Pacific Biosciences (PacBio) and Oxford Nanopore Technologies (ONT) is rapidly increasing in many different research areas. Among them, plant full-length single-molecule transcriptome studies have mostly used PacBio sequencing, whereas ONT is rarely used. Therefore, in this study, we examined ONT RNA sequencing methods in plants. We performed a detailed evaluation of reads from PacBio, Nanopore direct cDNA (ONT Dc), and Nanopore PCR cDNA (ONT Pc) sequencing including characteristics of raw data and identification of transcripts. In addition, matched Illumina data were generated for comparison.

RESULTS

ONT Pc showed overall better raw data quality, whereas PacBio generated longer read lengths. In the transcriptome analysis, PacBio and ONT Pc performed similarly in transcript identification, simple sequence repeat analysis, and long non-coding RNA prediction. PacBio was superior in identifying alternative splicing events, whereas ONT Pc could estimate transcript expression levels.

CONCLUSIONS

This paper made a comprehensive comparison of PacBio and nanopore-based RNA sequencing of the transcriptome, the results indicate that ONT Pc is more cost-effective for generating extremely long reads and can characterise the transcriptome as well as quantify transcript expression. Therefore, ONT Pc is a new cost-effective and worthwhile method for full-length single-molecule transcriptome analysis in plants.

摘要

背景

在许多不同的研究领域,使用太平洋生物科学公司(PacBio)和牛津纳米孔技术公司(ONT)的第三代测序技术的研究数量正在迅速增加。其中,植物全长单分子转录组研究大多使用PacBio测序,而ONT很少被使用。因此,在本研究中,我们研究了植物中的ONT RNA测序方法。我们对来自PacBio、纳米孔直接cDNA(ONT Dc)和纳米孔PCR cDNA(ONT Pc)测序的 reads 进行了详细评估,包括原始数据的特征和转录本的鉴定。此外,还生成了匹配的Illumina数据用于比较。

结果

ONT Pc显示出总体上更好的原始数据质量,而PacBio生成的读长更长。在转录组分析中,PacBio和ONT Pc在转录本鉴定、简单序列重复分析和长链非编码RNA预测方面表现相似。PacBio在识别可变剪接事件方面更具优势,而ONT Pc可以估计转录本表达水平。

结论

本文对PacBio和基于纳米孔的转录组RNA测序进行了全面比较,结果表明ONT Pc在生成极长读长方面更具成本效益,并且可以表征转录组以及量化转录本表达。因此,ONT Pc是一种用于植物全长单分子转录组分析的新的具有成本效益且值得采用的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e50/7291481/0fe4e0d0f393/13007_2020_629_Fig1_HTML.jpg

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