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大规模平行体内扰动序列筛选。

Massively parallel in vivo Perturb-seq screening.

作者信息

Zheng Xinhe, Thompson Patrick C, White Cassandra M, Jin Xin

机构信息

Department of Neuroscience, Dorris Neuroscience Center, Scripps Research, La Jolla, CA, USA.

出版信息

Nat Protoc. 2025 Feb 12. doi: 10.1038/s41596-024-01119-3.

Abstract

Advances in genomics have identified thousands of risk genes impacting human health and diseases, but the functions of these genes and their mechanistic contribution to disease are often unclear. Moving beyond identification to actionable biological pathways requires dissecting risk gene function and cell type-specific action in intact tissues. This gap can in part be addressed by in vivo Perturb-seq, a method that combines state-of-the-art gene editing tools for programmable perturbation of genes with high-content, high-resolution single-cell genomic assays as phenotypic readouts. Here we describe a detailed protocol to perform massively parallel in vivo Perturb-seq using several versatile adeno-associated virus (AAV) vectors and provide guidance for conducting successful downstream analyses. Expertise in mouse work, AAV production and single-cell genomics is required. We discuss key parameters for designing in vivo Perturb-seq experiments across diverse biological questions and contexts. We further detail the step-by-step procedure, from designing a perturbation library to producing and administering AAV, highlighting where quality control checks can offer critical go-no-go points for this time- and cost-expensive method. Finally, we discuss data analysis options and available software. In vivo Perturb-seq has the potential to greatly accelerate functional genomics studies in mammalian systems, and this protocol will help others adopt it to answer a broad array of biological questions. From guide RNA design to tissue collection and data collection, this protocol is expected to take 9-15 weeks to complete, followed by data analysis.

摘要

基因组学的进展已经鉴定出数千个影响人类健康和疾病的风险基因,但是这些基因的功能及其对疾病的作用机制往往并不清楚。要从基因鉴定深入到可用于实际治疗的生物学途径,就需要在完整组织中剖析风险基因的功能以及细胞类型特异性作用。体内扰动测序(in vivo Perturb-seq)在一定程度上可以填补这一空白,该方法将用于对基因进行可编程扰动的先进基因编辑工具与作为表型读数的高内涵、高分辨率单细胞基因组分析相结合。在这里,我们描述了一种详细的方案,用于使用几种通用的腺相关病毒(AAV)载体进行大规模平行体内扰动测序,并为成功进行下游分析提供指导。需要具备小鼠实验、AAV生产和单细胞基因组学方面的专业知识。我们讨论了针对不同生物学问题和背景设计体内扰动测序实验的关键参数。我们进一步详细介绍了从设计扰动文库到生产和施用AAV的分步程序,强调了质量控制检查在这个耗时且昂贵的方法中可以提供关键的通过/不通过点的地方。最后,我们讨论了数据分析选项和可用软件。体内扰动测序有潜力极大地加速哺乳动物系统中的功能基因组学研究,本方案将帮助其他人采用该方法来回答一系列广泛的生物学问题。从引导RNA设计到组织收集和数据收集,预计本方案需要9至15周才能完成,随后进行数据分析。

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