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一种长读 RNA-seq 方法,用于鉴定超大基因的新型转录本。

A long-read RNA-seq approach to identify novel transcripts of very large genes.

机构信息

Center for Genetic Medicine Research, Children's Research Institute, Children's National Health System, Washington, D.C. 20010, USA.

Department of Genomics and Precision Medicine, The George Washington University School of Medicine and Health Sciences, Washington, D.C. 20052, USA.

出版信息

Genome Res. 2020 Jun;30(6):885-897. doi: 10.1101/gr.259903.119. Epub 2020 Jul 6.

Abstract

RNA-seq is widely used for studying gene expression, but commonly used sequencing platforms produce short reads that only span up to two exon junctions per read. This makes it difficult to accurately determine the composition and phasing of exons within transcripts. Although long-read sequencing improves this issue, it is not amenable to precise quantitation, which limits its utility for differential expression studies. We used long-read isoform sequencing combined with a novel analysis approach to compare alternative splicing of large, repetitive structural genes in muscles. Analysis of muscle structural genes that produce medium (: 5 kb), large (: 22 kb), and very large (: 106 kb) transcripts in cardiac muscle, and fast and slow skeletal muscles identified unannotated exons for each of these ubiquitous muscle genes. This also identified differential exon usage and phasing for these genes between the different muscle types. By mapping the in-phase transcript structures to known annotations, we also identified and quantified previously unannotated transcripts. Results were confirmed by endpoint PCR and Sanger sequencing, which revealed muscle-type-specific differential expression of these novel transcripts. The improved transcript identification and quantification shown by our approach removes previous impediments to studies aimed at quantitative differential expression of ultralong transcripts.

摘要

RNA-seq 被广泛用于研究基因表达,但常用的测序平台产生的短读长只能跨越每个读长的两个外显子接头。这使得准确确定转录本中外显子的组成和相位变得困难。尽管长读长测序改善了这个问题,但它不适于精确定量,这限制了其在差异表达研究中的应用。我们使用长读长异构体测序并结合新的分析方法,比较了肌肉中大型重复结构基因的可变剪接。对在心肌、快速和慢速骨骼肌中产生中等(:5 kb)、大(:22 kb)和非常大(:106 kb)转录本的肌肉结构基因的分析,鉴定了这些普遍存在的肌肉基因的每个基因的未注释外显子。这还鉴定了这些基因在不同肌肉类型之间的可变剪接和相位差异。通过将同相转录本结构映射到已知注释,我们还鉴定和定量了以前未注释的转录本。通过终点 PCR 和 Sanger 测序进行了验证,结果表明这些新转录本在肌肉类型中具有特异性差异表达。我们的方法在转录本鉴定和定量方面的改进,消除了以前研究超长转录本定量差异表达的障碍。

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