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结合单细胞转录组读数的CRISPR筛选。

Pooled CRISPR screening with single-cell transcriptome readout.

作者信息

Datlinger Paul, Rendeiro André F, Schmidl Christian, Krausgruber Thomas, Traxler Peter, Klughammer Johanna, Schuster Linda C, Kuchler Amelie, Alpar Donat, Bock Christoph

机构信息

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.

Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.

出版信息

Nat Methods. 2017 Mar;14(3):297-301. doi: 10.1038/nmeth.4177. Epub 2017 Jan 18.

DOI:10.1038/nmeth.4177
PMID:28099430
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5334791/
Abstract

CRISPR-based genetic screens are accelerating biological discovery, but current methods have inherent limitations. Widely used pooled screens are restricted to simple readouts including cell proliferation and sortable marker proteins. Arrayed screens allow for comprehensive molecular readouts such as transcriptome profiling, but at much lower throughput. Here we combine pooled CRISPR screening with single-cell RNA sequencing into a broadly applicable workflow, directly linking guide RNA expression to transcriptome responses in thousands of individual cells. Our method for CRISPR droplet sequencing (CROP-seq) enables pooled CRISPR screens with single-cell transcriptome resolution, which will facilitate high-throughput functional dissection of complex regulatory mechanisms and heterogeneous cell populations.

摘要

基于CRISPR的基因筛选正在加速生物学发现,但目前的方法存在固有局限性。广泛使用的混合筛选仅限于简单的读数,包括细胞增殖和可分选的标记蛋白。阵列筛选允许进行全面的分子读数,如转录组分析,但通量要低得多。在这里,我们将混合CRISPR筛选与单细胞RNA测序结合成一个广泛适用的工作流程,直接将导向RNA表达与数千个单个细胞中的转录组反应联系起来。我们的CRISPR液滴测序(CROP-seq)方法能够以单细胞转录组分辨率进行混合CRISPR筛选,这将有助于对复杂调控机制和异质细胞群体进行高通量功能剖析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e2a0/5334791/5dbd8227a3a6/emss-71051-f002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e2a0/5334791/7e082dbe83fb/emss-71051-f001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e2a0/5334791/5dbd8227a3a6/emss-71051-f002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e2a0/5334791/7e082dbe83fb/emss-71051-f001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e2a0/5334791/5dbd8227a3a6/emss-71051-f002.jpg

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本文引用的文献

1
Massively parallel digital transcriptional profiling of single cells.大规模平行数字化单细胞转录组分析。
Nat Commun. 2017 Jan 16;8:14049. doi: 10.1038/ncomms14049.
2
Dissecting Immune Circuits by Linking CRISPR-Pooled Screens with Single-Cell RNA-Seq.通过将 CRISPR 池筛选与单细胞 RNA-Seq 相结合来解析免疫回路。
Cell. 2016 Dec 15;167(7):1883-1896.e15. doi: 10.1016/j.cell.2016.11.039.
3
A Multiplexed Single-Cell CRISPR Screening Platform Enables Systematic Dissection of the Unfolded Protein Response.一个多重单细胞CRISPR筛选平台能够对未折叠蛋白反应进行系统剖析。
与多囊卵巢综合征相关的基因调控活性揭示了依赖DENND1A的睾酮生成。
Nat Commun. 2025 Aug 18;16(1):7697. doi: 10.1038/s41467-025-62884-7.
4
Large-scale CRISPR screening in primary human 3D gastric organoids enables comprehensive dissection of gene-drug interactions.在原代人三维胃类器官中进行大规模CRISPR筛选可全面剖析基因-药物相互作用。
Nat Commun. 2025 Aug 14;16(1):7566. doi: 10.1038/s41467-025-62818-3.
5
An integrated framework for functional dissection of variable expressivity in genetic disorders.一种用于对遗传疾病中可变表达进行功能剖析的综合框架。
medRxiv. 2025 Jul 24:2025.07.22.25331885. doi: 10.1101/2025.07.22.25331885.
6
Methods and applications of in vivo CRISPR screening.体内CRISPR筛选的方法与应用
Nat Rev Genet. 2025 Jul 29. doi: 10.1038/s41576-025-00873-8.
7
CRISPR screening approaches in breast cancer research.乳腺癌研究中的CRISPR筛选方法。
Cancer Metastasis Rev. 2025 Jul 12;44(3):59. doi: 10.1007/s10555-025-10275-1.
8
PerturbNet predicts single-cell responses to unseen chemical and genetic perturbations.PerturbNet预测单细胞对未知化学和基因扰动的反应。
Mol Syst Biol. 2025 Jul 10. doi: 10.1038/s44320-025-00131-3.
9
GPerturb: Gaussian process modelling of single-cell perturbation data.GPerturb:单细胞扰动数据的高斯过程建模
Nat Commun. 2025 Jul 1;16(1):5423. doi: 10.1038/s41467-025-61165-7.
10
Perturbomics: CRISPR-Cas screening-based functional genomics approach for drug target discovery.扰动组学:基于CRISPR-Cas筛选的药物靶点发现功能基因组学方法。
Exp Mol Med. 2025 Jul 1. doi: 10.1038/s12276-025-01487-0.
Cell. 2016 Dec 15;167(7):1867-1882.e21. doi: 10.1016/j.cell.2016.11.048.
4
Perturb-Seq: Dissecting Molecular Circuits with Scalable Single-Cell RNA Profiling of Pooled Genetic Screens.Perturb-Seq:通过对汇集基因筛选进行可扩展的单细胞RNA分析来剖析分子回路。
Cell. 2016 Dec 15;167(7):1853-1866.e17. doi: 10.1016/j.cell.2016.11.038.
5
Parallel reverse genetic screening in mutant human cells using transcriptomics.利用转录组学在突变人类细胞中进行平行反向遗传学筛选。
Mol Syst Biol. 2016 Aug 1;12(8):879. doi: 10.15252/msb.20166890.
6
Genetic dissection of Flaviviridae host factors through genome-scale CRISPR screens.通过全基因组CRISPR筛选对黄病毒科宿主因子进行遗传剖析。
Nature. 2016 Jul 7;535(7610):159-63. doi: 10.1038/nature18631. Epub 2016 Jun 17.
7
Dissecting direct reprogramming from fibroblast to neuron using single-cell RNA-seq.利用单细胞RNA测序剖析从成纤维细胞到神经元的直接重编程过程。
Nature. 2016 Jun 16;534(7607):391-5. doi: 10.1038/nature18323. Epub 2016 Jun 8.
8
Multi-Omics of Single Cells: Strategies and Applications.单细胞多组学:策略与应用
Trends Biotechnol. 2016 Aug;34(8):605-608. doi: 10.1016/j.tibtech.2016.04.004. Epub 2016 May 20.
9
Enrichr: a comprehensive gene set enrichment analysis web server 2016 update.Enrichr:一个全面的基因集富集分析网络服务器2016年更新版。
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Single-cell transcriptomes reveal characteristic features of human pancreatic islet cell types.单细胞转录组揭示了人类胰岛细胞类型的特征。
EMBO Rep. 2016 Feb;17(2):178-87. doi: 10.15252/embr.201540946. Epub 2015 Dec 21.