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A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications

机译:用于生物医学研究和临床应用的单细胞RNA测序实用指南

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摘要

RNA sequencing (RNA-seq) is a genomic approach for the detection and quantitative analysis of messenger RNA molecules in a biological sample and is useful for studying cellular responses. RNA-seq has fueled much discovery and innovation in medicine over recent years. For practical reasons, the technique is usually conducted on samples comprising thousands to millions of cells. However, this has hindered direct assessment of the fundamental unit of biology—the cell. Since the first single-cell RNA-sequencing (scRNA-seq) study was published in 2009, many more have been conducted, mostly by specialist laboratories with unique skills in wet-lab single-cell genomics, bioinformatics, and computation. However, with the increasing commercial availability of scRNA-seq platforms, and the rapid ongoing maturation of bioinformatics approaches, a point has been reached where any biomedical researcher or clinician can use scRNA-seq to make exciting discoveries. In this review, we present a practical guide to help researchers design their first scRNA-seq studies, including introductory information on experimental hardware, protocol choice, quality control, data analysis and biological interpretation.
机译:RNA测序(RNA-seq)是一种用于检测和定量分析生物样品中信使RNA分子的基因组方法,可用于研究细胞反应。近年来,RNA-seq推动了医学领域的许多发现和创新。由于实际原因,该技术通常在包含数千到数百万个细胞的样品上进行。但是,这阻碍了对生物学基本单元即细胞的直接评估。自2009年首次发表单细胞RNA测序(scRNA-seq)研究以来,已经进行了更多研究,其中大多数是由具有湿实验室单细胞基因组学,生物信息学和计算方面独特技能的专业实验室进行的。但是,随着scRNA-seq平台的商业可用性不断提高,以及生物信息学方法的迅速成熟,已经达到了一个点,任何生物医学研究人员或临床医生都可以使用scRNA-seq进行令人兴奋的发现。在这篇综述中,我们提供了实用指南,以帮助研究人员设计其首次的scRNA-seq研究,包括有关实验硬件,方案选择,质量控制,数据分析和生物学解释的介绍性信息。

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