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FUCHS——利用RNA测序实现对环状RNA的全面表征

FUCHS-towards full circular RNA characterization using RNAseq.

作者信息

Metge Franziska, Czaja-Hasse Lisa F, Reinhardt Richard, Dieterich Chistoph

机构信息

Max-Planck Institute for Biology of Ageing , Cologne , Germany.

Max-Planck-Genome-Centre Cologne , Cologne , Germany.

出版信息

PeerJ. 2017 Feb 28;5:e2934. doi: 10.7717/peerj.2934. eCollection 2017.

Abstract

Circular RNAs (circRNAs) belong to a recently re-discovered species of RNA that emerge during RNA maturation through a process called back-splicing. A downstream 5' splice site is linked to an upstream 3' splice site to form a circular transcript instead of a canonical linear transcript. Recent advances in next-generation sequencing (NGS) have brought circRNAs back into the focus of many scientists. Since then, several studies reported that circRNAs are differentially expressed across tissue types and developmental stages, implying that they are actively regulated and not merely a by-product of splicing. Though functional studies have shown that some circRNAs could act as miRNA-sponges, the function of most circRNAs remains unknown. To expand our understanding of possible roles of circular RNAs, we propose a new pipeline that could fully characterizes candidate circRNA structure from RNAseq data-FUCHS: ll aracterization of circular RNA using RNA-equencing. Currently, most computational prediction pipelines use back-spliced reads to identify circular RNAs. FUCHS extends this concept by considering all RNA-seq information from long reads (typically >150 bp) to learn more about the exon coverage, the number of double break point fragments, the different circular isoforms arising from one host-gene, and the alternatively spliced exons within the same circRNA boundaries. This new knowledge will enable the user to carry out differential motif enrichment and miRNA seed analysis to determine potential regulators during circRNA biogenesis. FUCHS is an easy-to-use Python based pipeline that contributes a new aspect to the circRNA research.

摘要

环形RNA(circRNAs)属于最近重新发现的一类RNA,它们在RNA成熟过程中通过一种称为反向剪接的过程产生。下游的5'剪接位点与上游的3'剪接位点相连,形成一个环形转录本,而不是经典的线性转录本。新一代测序(NGS)的最新进展使circRNAs重新成为许多科学家关注的焦点。从那时起,多项研究报告称circRNAs在不同组织类型和发育阶段存在差异表达,这意味着它们受到积极调控,而不仅仅是剪接的副产物。尽管功能研究表明一些circRNAs可以作为miRNA海绵,但大多数circRNAs的功能仍然未知。为了扩展我们对环形RNA可能作用的理解,我们提出了一种新的流程——FUCHS:利用RNA测序对环形RNA进行特征分析,它可以从RNAseq数据中全面表征候选circRNA结构。目前,大多数计算预测流程使用反向剪接读数来识别环形RNA。FUCHS通过考虑来自长读数(通常>150 bp)的所有RNA-seq信息来扩展这一概念,以更多地了解外显子覆盖情况、双断点片段数量、来自一个宿主基因的不同环形异构体,以及同一circRNA边界内的可变剪接外显子。这些新知识将使用户能够进行差异基序富集和miRNA种子分析,以确定circRNA生物合成过程中的潜在调节因子。FUCHS是一个基于Python的易于使用的流程,为circRNA研究增添了新的内容。

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