PO.MCB08.01 · 分子与细胞生物学
使用双重可诱导Cas9系统对蛋白激酶组进行高通量混合CRISPR筛选与高容量单细胞分析
High-throughput pooled CRISPR screening with high-capacity single cell analysis of the protein kinome using a dual inducible Cas9 system
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摘要 Abstract
中文摘要
激酶是增殖、存活和凋亡等细胞过程的关键调节因子。激酶活性的失调与多种疾病相关,包括自身免疫性疾病、炎症性疾病和癌症,这使激酶成为极具价值的治疗靶点。鉴定临床相关的药物靶点是药物发现中一个基础但复杂的步骤。使用CRISPR技术的基因组筛选通过提供深入的遗传见解来应对这一挑战。传统的具有表型读出的混合CRISPR筛选通常局限于检测赋予适应度优势或劣势的变化,或局限于使用荧光染料、报告基因或抗体标记的蛋白或胞内成分来分选细胞。在此,我们开发了一种独特的、在转录和翻译后双重调控的可诱导Cas9系统,可通过小分子快速诱导Cas9,同时在“关闭”状态下背景表达极低,从而实现对基因编辑的精确时间控制。随后,我们用一个靶向蛋白激酶组的向导RNA文库转导了两个表达该系统的癌细胞系,并采用一种无微流控的单细胞工作流程,对由激酶调控的信号通路和蛋白质-蛋白质相互作用所产生的转录变化进行无偏分析。这种大规模可扩展的方法促进了对760种已知蛋白激酶的筛选,测序分析中回收了99%的向导RNA文库,每个细胞检测到的转录基因中位数>5000个。至关重要的是,它使得能够表征许多其敲除不引起显著生长表型的激酶。这一概念验证证明了高通量组合CRISPR筛选结合高容量单细胞分析在癌细胞系中研究激酶活性的有效性。
查看英文原文 English abstract
Kinases are critical regulators of cellular processes such as proliferation, survival, and apoptosis. Dysregulation of kinase activity is implicated in a wide range of diseases, including autoimmune disorders, inflammatory conditions, and cancer, making kinases highly valuable therapeutic targets. Identifying clinically relevant drug targets is a foundational yet complex step in drug discovery. Genomic screening using CRISPR technology addresses this challenge by offering deep genetic insights. Traditional pooled CRISPR screens with phenotypic readouts are often limited to detecting changes that confer a fitness advantage or disadvantage or to sorting cells using proteins or intracellular components labeled with fluorescent dyes, reporters, or antibodies. Here we developed a unique, dual transcriptionally and post-translationally regulated inducible Cas9 system for rapid small-molecule induction of Cas9 with minimal background expression in the “OFF” state, allowing for precise temporal control of gene editing. We then transduced two cancer cell lines expressing the system with a guide RNA library targeting the protein kinome and employed a microfluidics-free, single cell workflow for unbiased analysis of transcriptional changes resulting from kinase-regulated signaling pathways and protein-protein interactions. This massively scalable approach facilitated the screening of 760 known protein kinases, with 99% of the guide RNA library recovered in the sequencing analysis and a median of >5000 transcribed genes detected per cell. Critically, it enabled the characterization of many kinases whose knockout do not elicit pronounced growth phenotypes. This proof of concept demonstrates the efficacy of high-throughput combinatorial CRISPR screening with high-capacity single cell analysis for kinase activity in cancer cell lines.
利益披露 Disclosure
C. Mills, None..
A. Sheydina, None..
J. Stombaugh, None..
E. Feldman, None..
J. Levenga, None..
K. Taylor, None.