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基于RNA测序数据的环状RNA注释与验证方法

Methods for Annotation and Validation of Circular RNAs from RNAseq Data.

作者信息

Sharma Disha, Sehgal Paras, Hariprakash Judith, Sivasubbu Sridhar, Scaria Vinod

机构信息

G.N. Ramachandran Knowledge Center for Bioinformatics, CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.

Academy of Scientific and Innovative Research (AcSIR), CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Delhi, India.

出版信息

Methods Mol Biol. 2019;1912:55-76. doi: 10.1007/978-1-4939-8982-9_3.

DOI:10.1007/978-1-4939-8982-9_3
PMID:30635890
Abstract

Circular RNAs are an emerging class of transcript isoforms created by unique back splicing of exons to form a closed covalent circular structure. While initially considered as product of aberrant splicing, recent evidence suggests unique functions and conservation across evolution. While circular RNAs could be largely attributed to have little or no potential to encode for proteins, recent evidence points to at least a small subset of circular RNAs which encode for peptides. Circular RNAs are also increasingly shown to be biomarkers for a number of diseases including neurological disorders and cancer. The advent of deep sequencing has enabled large-scale identification of circular RNAs in human and other genomes. A number of computational approaches have come up in recent years to query circular RNAs on a genome-wide scale from RNA-seq data. In this chapter, we describe the application and methodology of identifying circular RNAs using three popular computational tools: FindCirc, Segemehl, and CIRI along with approaches for experimental validation of the unique splice junctions.

摘要

环状RNA是一类新兴的转录本异构体,由外显子独特的反向剪接形成封闭的共价环状结构。虽然最初被认为是异常剪接的产物,但最近的证据表明其具有独特的功能且在进化过程中保守。虽然环状RNA在很大程度上被认为几乎没有或根本没有编码蛋白质的潜力,但最近的证据指出至少有一小部分环状RNA编码肽。环状RNA也越来越多地被证明是包括神经疾病和癌症在内的多种疾病的生物标志物。深度测序的出现使得在人类和其他基因组中大规模鉴定环状RNA成为可能。近年来出现了许多计算方法,用于从RNA测序数据中在全基因组范围内查询环状RNA。在本章中,我们描述了使用三种流行的计算工具FindCirc、Segemehl和CIRI识别环状RNA的应用和方法,以及对独特剪接接头进行实验验证的方法。

相似文献

1
Methods for Annotation and Validation of Circular RNAs from RNAseq Data.基于RNA测序数据的环状RNA注释与验证方法
Methods Mol Biol. 2019;1912:55-76. doi: 10.1007/978-1-4939-8982-9_3.
2
Genome-Wide Annotation of circRNAs and Their Alternative Back-Splicing/Splicing with CIRCexplorer Pipeline.使用CIRCexplorer流程对环状RNA进行全基因组注释及其可变反向剪接/剪接
Methods Mol Biol. 2019;1870:137-149. doi: 10.1007/978-1-4939-8808-2_10.
3
Characterization of Circular RNAs.环状RNA的表征
Methods Mol Biol. 2016;1402:215-227. doi: 10.1007/978-1-4939-3378-5_17.
4
Deep Computational Circular RNA Analytics from RNA-seq Data.基于RNA测序数据的深度计算环状RNA分析
Methods Mol Biol. 2018;1724:9-25. doi: 10.1007/978-1-4939-7562-4_2.
5
Detecting circular RNAs: bioinformatic and experimental challenges.环状RNA的检测:生物信息学及实验挑战
Nat Rev Genet. 2016 Oct 14;17(11):679-692. doi: 10.1038/nrg.2016.114.
6
CircRNAFisher: a systematic computational approach for de novo circular RNA identification.环状 RNA 分析工具(CircRNAFisher):一种用于从头鉴定环状 RNA 的系统计算方法。
Acta Pharmacol Sin. 2019 Jan;40(1):55-63. doi: 10.1038/s41401-018-0063-1. Epub 2018 Jul 16.
7
Emerging Role of Circular RNAs as Potential Biomarkers for the Diagnosis of Human Diseases.环状 RNA 作为人类疾病诊断潜在生物标志物的新兴作用。
Adv Exp Med Biol. 2018;1087:141-157. doi: 10.1007/978-981-13-1426-1_12.
8
RNA sequencing and Prediction Tools for Circular RNAs Analysis.环状 RNA 的 RNA 测序和预测工具分析。
Adv Exp Med Biol. 2018;1087:17-33. doi: 10.1007/978-981-13-1426-1_2.
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Annotating functional RNAs in genomes using Infernal.使用Infernal对基因组中的功能性RNA进行注释。
Methods Mol Biol. 2014;1097:163-97. doi: 10.1007/978-1-62703-709-9_9.
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SPAR: small RNA-seq portal for analysis of sequencing experiments.SPAR:用于分析测序实验的小型 RNA-seq 门户。
Nucleic Acids Res. 2018 Jul 2;46(W1):W36-W42. doi: 10.1093/nar/gky330.

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Mol Psychiatry. 2025 Apr;30(4):1652-1675. doi: 10.1038/s41380-025-02925-1. Epub 2025 Feb 17.
2
Circular RNAs arising from synaptic host genes during human neuronal differentiation are modulated by SFPQ RNA-binding protein.在人类神经元分化过程中,来源于突触宿主基因的环状 RNA 被 SFPQ RNA 结合蛋白调节。
BMC Biol. 2023 May 26;21(1):127. doi: 10.1186/s12915-023-01627-w.
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Comprehensive Analysis of Differentially Expressed mRNAs, lncRNAs and circRNAs Related to Intramuscular Fat Deposition in Laiwu Pigs.
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Circular RNAs as novel biomarkers in triple-negative breast cancer: a systematic review.环状 RNA 作为三阴性乳腺癌的新型生物标志物:系统评价。
Mol Biol Rep. 2022 Oct;49(10):9825-9840. doi: 10.1007/s11033-022-07502-1. Epub 2022 May 10.
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Transposable elements, circular RNAs and mitochondrial transcription in age-related genomic regulation.可转座元件、环状 RNA 和线粒体转录在与年龄相关的基因组调控中的作用。
Development. 2020 Jun 11;147(11):dev175786. doi: 10.1242/dev.175786.