Use of synthetic circular RNA spike-ins (SynCRS) for normalization of circular RNA sequencing data.

IF 13.1 1区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Nature Protocols Pub Date : 2024-09-26 DOI:10.1038/s41596-024-01053-4
Vanessa M Conn, Ryan Liu, Marta Gabryelska, Simon J Conn
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Abstract

High-throughput RNA sequencing enables the quantification of transcript abundance and the identification of novel transcripts in biological samples. These include circular RNAs (circRNAs), a family of alternatively spliced RNA molecules that form a continuous loop. However, quantification and comparison of circRNAs between RNA sequencing libraries remain challenging due to confounding errors introduced during exonuclease digestion, library preparation and RNA sequencing itself. Here we describe a set of synthetic circRNA spike-ins-termed 'SynCRS'-that can be added directly to purified RNA samples before exonuclease digestion and library preparation. SynCRS, introduced either individually or in combinations of varying size and abundance, can be integrated into all next-generation sequencing workflows and, critically, facilitate the quantitative calibration of circRNA transcript abundance between samples, tissue types, species and laboratories. Our step-by-step protocol details the generation of SynCRS and guides users on the stoichiometry of SynCRS spike-in to RNA samples, followed by the bioinformatic steps required to facilitate quantitative comparisons of circRNAs between libraries. The laboratory steps to produce the SynCRS require an additional 3 d on top of the high throughput circRNA sequencing and bioinformatics. The protocol is suitable for users with basic experience in molecular biology and bioinformatics.

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使用合成环状 RNA 穗状插入物 (SynCRS) 对环状 RNA 测序数据进行归一化处理。
高通量 RNA 测序可对生物样本中的转录本丰度进行量化,并识别新型转录本。这些转录本包括环状 RNA(circRNA),环状 RNA 是一种形成连续环路的交替剪接 RNA 分子。然而,由于外切酶消化、文库制备和 RNA 测序过程中引入的混杂误差,在 RNA 测序文库之间进行 circRNAs 定量和比较仍具有挑战性。在这里,我们描述了一组合成 circRNA 穗状插入物--称为 "SynCRS"--可在外切酶消化和文库制备之前直接添加到纯化的 RNA 样品中。SynCRS可单独或以不同大小和丰度的组合形式加入,可集成到所有下一代测序工作流程中,关键是可促进样本、组织类型、物种和实验室之间circRNA转录本丰度的定量校准。我们的分步方案详细介绍了 SynCRS 的生成过程,并指导用户如何将 SynCRS 加入到 RNA 样品中,然后进行必要的生物信息学步骤,以便对不同文库中的 circRNA 进行定量比较。除了高通量 circRNA 测序和生物信息学步骤外,生成 SynCRS 的实验室步骤还需要 3 天时间。该方案适合具有分子生物学和生物信息学基本经验的用户。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Nature Protocols
Nature Protocols 生物-生化研究方法
CiteScore
29.10
自引率
0.70%
发文量
128
审稿时长
4 months
期刊介绍: Nature Protocols focuses on publishing protocols used to address significant biological and biomedical science research questions, including methods grounded in physics and chemistry with practical applications to biological problems. The journal caters to a primary audience of research scientists and, as such, exclusively publishes protocols with research applications. Protocols primarily aimed at influencing patient management and treatment decisions are not featured. The specific techniques covered encompass a wide range, including but not limited to: Biochemistry, Cell biology, Cell culture, Chemical modification, Computational biology, Developmental biology, Epigenomics, Genetic analysis, Genetic modification, Genomics, Imaging, Immunology, Isolation, purification, and separation, Lipidomics, Metabolomics, Microbiology, Model organisms, Nanotechnology, Neuroscience, Nucleic-acid-based molecular biology, Pharmacology, Plant biology, Protein analysis, Proteomics, Spectroscopy, Structural biology, Synthetic chemistry, Tissue culture, Toxicology, and Virology.
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Author Correction: Creating custom synthetic genomes in Escherichia coli with REXER and GENESIS. Biolayer interferometry for measuring the kinetics of protein-protein interactions and nanobody binding. RNA sample optimization for cryo-EM analysis. High-throughput glycosaminoglycan extraction and UHPLC-MS/MS quantification in human biofluids. Versatile synthesis of uniform mesoporous superparticles from stable monomicelle units.
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