Home LiteratureArticle Details
PMID: 28099430 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Pooled CRISPR screening with single-cell transcriptome readout.

Nature methods ·Vol. 14 ·No. 3 ·2017-00-00 ·Pages 297-301

Datlinger P, Rendeiro AF, Schmidl C, Krausgruber T, Traxler P, Klughammer J, Schuster LC, Kuchler A, Alpar D, Bock C

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.

MeSH Terms
Cell Line Cell Proliferation Clustered Regularly Interspaced Short Palindromic Repeats/genetics Gene Expression Profiling/methods HEK293 Cells High-Throughput Nucleotide Sequencing/methods Humans RNA, Guide/genetics Sequence Analysis, RNA/methods Single-Cell Analysis/methods Transcriptome/genetics
Chemicals
RNA, Guide
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Datlinger Paul
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Rendeiro André F
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Schmidl Christian
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Krausgruber Thomas
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Traxler Peter
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Klughammer Johanna
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Schuster Linda C
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Kuchler Amelie
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Alpar Donat
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Bock Christoph
CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria. | Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria. | Max Planck Institute for Informatics, Saarland Informatics Campus, Saarbrücken, Germany.
References (25)
25 references, click to expand
  1. Genetic dissection of Flaviviridae host factors through genome-scale CRISPR screens.
    Nature. 2016 Jul 7;535(7610):159-63 PMID: 27383987
  2. Perturb-Seq: Dissecting Molecular Circuits with Scalable Single-Cell RNA Profiling of Pooled Genetic Screens.
    Cell. 2016 Dec 15;167(7):1853-1866.e17 PMID: 27984732
  3. Dissecting direct reprogramming from fibroblast to neuron using single-cell RNA-seq.
    Nature. 2016 Jun 08;534(7607):391-5 PMID: 27281220
  4. Single-cell transcriptomes reveal characteristic features of human pancreatic islet cell types.
    EMBO Rep. 2016 Feb;17(2):178-87 PMID: 26691212
  5. Improved vectors and genome-wide libraries for CRISPR screening.
    Nat Methods. 2014 Aug;11(8):783-784 PMID: 25075903
  6. STAR: ultrafast universal RNA-seq aligner.
    Bioinformatics. 2013 Jan 1;29(1):15-21 PMID: 23104886
  7. A Multiplexed Single-Cell CRISPR Screening Platform Enables Systematic Dissection of the Unfolded Protein Response.
    Cell. 2016 Dec 15;167(7):1867-1882.e21 PMID: 27984733
  8. Enrichr: a comprehensive gene set enrichment analysis web server 2016 update.
    Nucleic Acids Res. 2016 Jul 8;44(W1):W90-7 PMID: 27141961
  9. Massively parallel digital transcriptional profiling of single cells.
    Nat Commun. 2017 Jan 16;8:14049 PMID: 28091601
  10. Parallel reverse genetic screening in mutant human cells using transcriptomics.
    Mol Syst Biol. 2016 Aug 01;12(8):879 PMID: 27482057
  11. T cell receptor signalling networks: branched, diversified and bounded.
    Nat Rev Immunol. 2013 Apr;13(4):257-69 PMID: 23524462
  12. Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets.
    Cell. 2015 May 21;161(5):1202-1214 PMID: 26000488
  13. Pooled CRISPR screening with single-cell transcriptome readout.
    Nat Methods. 2017 Mar;14(3):297-301 PMID: 28099430
  14. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.
    Genome Biol. 2009;10(3):R25 PMID: 19261174
  15. A rapid and general assay for monitoring endogenous gene modification.
    Methods Mol Biol. 2010;649:247-56 PMID: 20680839
  16. Genome-scale CRISPR-Cas9 knockout screening in human cells.
    Science. 2014 Jan 3;343(6166):84-87 PMID: 24336571
  17. The Connectivity Map: a new tool for biomedical research.
    Nat Rev Cancer. 2007 Jan;7(1):54-60 PMID: 17186018
  18. Trimmomatic: a flexible trimmer for Illumina sequence data.
    Bioinformatics. 2014 Aug 1;30(15):2114-20 PMID: 24695404
  19. Rapid and reliable DNA assembly via ligase cycling reaction.
    ACS Synth Biol. 2014 Feb 21;3(2):97-106 PMID: 24932563
  20. Dissecting Immune Circuits by Linking CRISPR-Pooled Screens with Single-Cell RNA-Seq.
    Cell. 2016 Dec 15;167(7):1883-1896.e15 PMID: 27984734
  21. Identifying differentially expressed transcripts from RNA-seq data with biological variation.
    Bioinformatics. 2012 Jul 1;28(13):1721-8 PMID: 22563066
  22. Gene essentiality and synthetic lethality in haploid human cells.
    Science. 2015 Nov 27;350(6264):1092-6 PMID: 26472760
  23. Identification and characterization of essential genes in the human genome.
    Science. 2015 Nov 27;350(6264):1096-101 PMID: 26472758
  24. Multi-Omics of Single Cells: Strategies and Applications.
    Trends Biotechnol. 2016 Aug;34(8):605-608 PMID: 27212022
  25. Design and Cloning of an shRNA into a Lentiviral Silencing Vector: Version A.
    CSH Protoc. 2008 Aug 01;2008:pdb.prot5009 PMID: 21356884
Article Info
Journal
Nature methods
Abbr.
Nat Methods
ISSN
1548-7105
Published
2017-00-00
Epub
2017-00-18
Pages
297-301
Language
English
Region
United States
NLM ID
101215604
PMCID
PMC5334791
Subset
IM
Grants
European Research Council · 679146 · International
Austrian Science Fund FWF · I 1626 · Austria
Corrections
CommentIn
CommentIn
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]