Optimized sgRNA design to maximize activity and minimize off-target effects of CRISPR-Cas9

被引:2516
作者
Doench, John G. [1 ]
Fusi, Nicolo [2 ]
Sullender, Meagan [1 ]
Hegde, Mudra [1 ]
Vaimberg, Emma W. [1 ]
Donovan, Katherine F. [1 ]
Smith, Ian [1 ]
Tothova, Zuzana [1 ,3 ]
Wilen, Craig [4 ]
Orchard, Robert [4 ]
Virgin, Herbert W. [4 ]
Listgarten, Jennifer [2 ]
Root, David E. [1 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA USA
[2] Microsoft Res New England, Cambridge, MA USA
[3] Dana Farber Canc Inst, Div Hematol Malignancies, Boston, MA 02115 USA
[4] Washington Univ, Sch Med, Dept Pathol & Immunol, St Louis, MO USA
关键词
GENETIC SCREENS; CELL-LINE; GENOME; CAS9; DNA; RAF; IDENTIFICATION; ENDONUCLEASE; SPECIFICITY; RESISTANCE;
D O I
10.1038/nbt.3437
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
CRISPR-Cas9-based genetic screens are a powerful new tool in biology. By simply altering the sequence of the single-guide RNA (sgRNA), one can reprogram Cas9 to target different sites in the genome with relative ease, but the on-target activity and off-target effects of individual sgRNAs can vary widely. Here, we use recently devised sgRNA design rules to create human and mouse genome-wide libraries, perform positive and negative selection screens and observe that the use of these rules produced improved results. Additionally, we profile the off-target activity of thousands of sgRNAs and develop a metric to predict off-target sites. We incorporate these findings from large-scale, empirical data to improve our computational design rules and create optimized sgRNA libraries that maximize on-target activity and minimize off-target effects to enable more effective and efficient genetic screens and genome engineering.
引用
收藏
页码:184 / +
页数:12
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