High-content CRISPR screening

被引:186
|
作者
Bock, Christoph [1 ,2 ]
Datlinger, Paul [1 ]
Chardon, Florence [3 ]
Coelho, Matthew A. [4 ]
Dong, Matthew B. [5 ,6 ,7 ]
Lawson, Keith A. [8 ,9 ]
Lu, Tian [10 ,11 ,12 ]
Maroc, Laetitia [13 ]
Norman, Thomas M. [14 ,15 ,16 ]
Song, Bicna [17 ,18 ]
Stanley, Geoff [19 ]
Chen, Sidi [5 ,6 ,7 ]
Garnett, Mathew [4 ]
Li, Wei [17 ,18 ]
Moffat, Jason [8 ,9 ,20 ]
Qi, Lei S. [19 ,21 ,22 ]
Shapiro, Rebecca S. [13 ]
Shendure, Jay [3 ,23 ,24 ]
Weissman, Jonathan S. [14 ,15 ,25 ]
Zhuang, Xiaowei [10 ,11 ,12 ]
机构
[1] Austrian Acad Sci, CeMM Res Ctr Mol Med, Vienna, Austria
[2] Med Univ Vienna, Inst Artificial Intelligence, Ctr Med Stat Informat & Intelligent Syst, Vienna, Austria
[3] Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA
[4] Wellcome Genome Campus, Wellcome Sanger Inst, Hinxton, England
[5] Yale Univ, Sch Med, Dept Genet, New Haven, CT 06510 USA
[6] Yale Univ, Syst Biol Inst, West Haven, CT USA
[7] Yale Univ, Ctr Canc Syst Biol, West Haven, CT USA
[8] Univ Toronto, Donnelly Ctr, Toronto, ON, Canada
[9] Univ Toronto, Dept Mol Genet, Toronto, ON, Canada
[10] Harvard Univ, Howard Hughes Med Inst, Cambridge, MA 02138 USA
[11] Harvard Univ, Dept Chem & Chem Biol, Cambridge, MA 02138 USA
[12] Harvard Univ, Dept Phys, Cambridge, MA 02138 USA
[13] Univ Guelph, Dept Mol & Cellular Biol, Guelph, ON, Canada
[14] Univ Calif San Francisco, Dept Cellular & Mol Pharmacol, San Francisco, CA 94143 USA
[15] Univ Calif San Francisco, Howard Hughes Med Inst, San Francisco, CA USA
[16] Mem Sloan Kettering Canc Ctr, Sloan Kettering Inst, Program Computat & Syst Biol, 1275 York Ave, New York, NY 10021 USA
[17] Childrens Natl Hosp, Ctr Genet Med Res, Washington, DC USA
[18] George Washington Univ, Dept Genom & Precis Med, Washington, DC USA
[19] Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
[20] Univ Toronto, Inst Biomat & Biomed Engn, Toronto, ON, Canada
[21] Stanford Univ, Dept Chem & Syst Biol, Stanford, CA 94305 USA
[22] Stanford Univ, ChEM H, Stanford, CA 94305 USA
[23] Brotman Baty Inst Precis Med, Seattle, WA USA
[24] Univ Washington, Howard Hughes Med Inst, Seattle, WA 98195 USA
[25] Whitehead Inst Biomed Res, 9 Cambridge Ctr, Cambridge, MA 02142 USA
来源
NATURE REVIEWS METHODS PRIMERS | 2022年 / 2卷 / 01期
基金
欧洲研究理事会; 美国国家科学基金会; 加拿大健康研究院;
关键词
HUMANIZED MOUSE MODELS; GENETIC SCREENS; HIGH-THROUGHPUT; FUNCTIONAL INTERROGATION; REGULATORY ELEMENTS; POOLED SCREENS; MULTI-OMICS; DNA-DAMAGE; R PACKAGE; GENOME;
D O I
10.1038/s43586-021-00093-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
CRISPR screens are a powerful source of biological discovery, enabling the unbiased interrogation of gene function in a wide range of applications and species. In pooled CRISPR screens, various genetically encoded perturbations are introduced into pools of cells. The targeted cells proliferate under a biological challenge such as cell competition, drug treatment or viral infection. Subsequently, the perturbation-induced effects are evaluated by sequencing-based counting of the guide RNAs that specify each perturbation. The typical results of such screens are ranked lists of genes that confer sensitivity or resistance to the biological challenge of interest. Contributing to the broad utility of CRISPR screens, adaptations of the core CRISPR technology make it possible to activate, silence or otherwise manipulate the target genes. Moreover, high-content read-outs such as single-cell RNA sequencing and spatial imaging help characterize screened cells with unprecedented detail. Dedicated software tools facilitate bioinformatic analysis and enhance reproducibility. CRISPR screening has unravelled various molecular mechanisms in basic biology, medical genetics, cancer research, immunology, infectious diseases, microbiology and other fields. This Primer describes the basic and advanced concepts of CRISPR screening and its application as a flexible and reliable method for biological discovery, biomedical research and drug development - with a special emphasis on high-content methods that make it possible to obtain detailed biological insights directly as part of the screen.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] High-content CRISPR screening in tumor immunology
    Holcomb, Erin A. A.
    Pearson, Ashley N. N.
    Jungles, Kassidy M. M.
    Tate, Akshay
    James, Jadyn
    Jiang, Long
    Huber, Amanda K. K.
    Green, Michael D. D.
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [2] High-content screening in infectious diseases
    Brodin, Priscille
    Christophe, Thierry
    CURRENT OPINION IN CHEMICAL BIOLOGY, 2011, 15 (04) : 534 - 539
  • [3] High-content imaging-based pooled CRISPR screens in mammalian cells
    Yan, Xiaowei
    Stuurman, Nico
    Ribeiro, Susana A.
    Tanenbaum, Marvin E.
    Horlbeck, Max A.
    Liem, Christina R.
    Jost, Marco
    Weissman, Jonathan S.
    Vale, Ronald D.
    JOURNAL OF CELL BIOLOGY, 2021, 220 (02)
  • [4] High-Content Screening and Analysis of the Golgi Cornplex
    Galea, George
    Simpson, Jeremy C.
    METHODS FOR ANALYSIS OF GOLGI COMPLEX FUNCTION, 2013, 118 : 281 - 295
  • [5] Review of high-content screening applications in toxicology
    Li, Shuaizhang
    Xia, Menghang
    ARCHIVES OF TOXICOLOGY, 2019, 93 (12) : 3387 - 3396
  • [6] High-content siRNA screening for target identification and validation
    Krausz, Eberhard
    Korn, Kerstin
    EXPERT OPINION ON DRUG DISCOVERY, 2008, 3 (05) : 551 - 564
  • [7] The beautiful cell: high-content screening in drug discovery
    Bickle, Marc
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2010, 398 (01) : 219 - 226
  • [8] Towards assessment of the image quality in the High-Content Screening
    Tsoy, Yury
    IMAGE QUALITY AND SYSTEM PERFORMANCE XII, 2015, 9396
  • [9] High-Content Drug Screening with Engineered Musculoskeletal Tissues
    Vandenburgh, Herman
    TISSUE ENGINEERING PART B-REVIEWS, 2010, 16 (01) : 55 - 64
  • [10] Image-based high-content screening in drug discovery
    Lin, Sean
    Schorpp, Kenji
    Rothenaigner, Ina
    Hadian, Kamyar
    DRUG DISCOVERY TODAY, 2020, 25 (08) : 1348 - 1361