Integrative Analysis of CRISPR/Cas9 Target Sites in the Human HBB Gene

被引:11
作者
Luo, Yumei [1 ]
Zhu, Detu [2 ]
Zhang, Zhizhuo [3 ]
Chen, Yaoyong [1 ]
Sun, Xiaofang [1 ]
机构
[1] Guangzhou Med Univ, Affiliated Hosp 3, Key Lab Major Obstet Dis Guangdong Prov, Guangdong Higher Educ Inst,Key Lab Reprod & Genet, Guangzhou 510150, Guangdong, Peoples R China
[2] Natl Univ Singapore, Dept Biol Sci, Singapore 117543, Singapore
[3] Natl Univ Singapore, Dept Comp Sci, Singapore 117543, Singapore
基金
中国国家自然科学基金;
关键词
NEURAL STEM-CELLS; GLOBIN GENE; BETA-GLOBIN; GENOME; DATABASE; CAS9; SPECIFICITY; EVOLUTION; MOUSE;
D O I
10.1155/2015/514709
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
Recently, the clustered regularly interspaced short palindromic repeats (CRISPR) system has emerged as a powerful customizable artificial nuclease to facilitate precise genetic correction for tissue regeneration and isogenic disease modeling. However, previous studies reported substantial off-target activities of CRISPR system in human cells, and the enormous putative off-target sites are labor-intensive to be validated experimentally, thus motivating bioinformatics methods for rational design of CRISPR system and prediction of its potential off-target effects. Here, we describe an integrative analytical process to identify specific CRISPR target sites in the human beta-globin gene (HBB) and predict their off-target effects. Our method includes off-target analysis in both coding and noncoding regions, which was neglected by previous studies. It was found that the CRISPR target sites in the introns have fewer off-target sites in the coding regions than those in the exons. Remarkably, target sites containing certain transcriptional factor motif have enriched binding sites of relevant transcriptional factor in their off-target sets. We also found that the intron sites have fewer SNPs, which leads to less variation of CRISPR efficiency in different individuals during clinical applications. Our studies provide a standard analytical procedure to select specific CRISPR targets for genetic correction.
引用
收藏
页数:9
相关论文
共 30 条
[1]   Cas-OFFinder: a fast and versatile algorithm that searches for potential off-target sites of Cas9 RNA-guided endonucleases [J].
Bae, Sangsu ;
Park, Jeongbin ;
Kim, Jin-Soo .
BIOINFORMATICS, 2014, 30 (10) :1473-1475
[2]   NF-Y is necessary for hematopoietic stem cell proliferation and survival [J].
Bungartz, Gerd ;
Land, Hannah ;
Scadden, David T. ;
Emerson, Stephen G. .
BLOOD, 2012, 119 (06) :1380-1389
[3]   Multiplex Genome Engineering Using CRISPR/Cas Systems [J].
Cong, Le ;
Ran, F. Ann ;
Cox, David ;
Lin, Shuailiang ;
Barretto, Robert ;
Habib, Naomi ;
Hsu, Patrick D. ;
Wu, Xuebing ;
Jiang, Wenyan ;
Marraffini, Luciano A. ;
Zhang, Feng .
SCIENCE, 2013, 339 (6121) :819-823
[4]   CRISPR/Cas9 systems targeting β-globin and CCR5 genes have substantial off-target activity [J].
Cradick, Thomas J. ;
Fine, Eli J. ;
Antico, Christopher J. ;
Bao, Gang .
NUCLEIC ACIDS RESEARCH, 2013, 41 (20) :9584-9592
[5]   High-frequency off-target mutagenesis induced by CRISPR-Cas nucleases in human cells [J].
Fu, Yanfang ;
Foden, Jennifer A. ;
Khayter, Cyd ;
Maeder, Morgan L. ;
Reyon, Deepak ;
Joung, J. Keith ;
Sander, Jeffry D. .
NATURE BIOTECHNOLOGY, 2013, 31 (09) :822-+
[6]   Updates of the HbVar database of human hemoglobin variants and thalassemia mutations [J].
Giardine, Belinda ;
Borg, Joseph ;
Viennas, Emmanouil ;
Pavlidis, Cristiana ;
Moradkhani, Kamran ;
Joly, Philippe ;
Bartsakoulia, Marina ;
Riemer, Cathy ;
Miller, Webb ;
Tzimas, Giannis ;
Wajcman, Henri ;
Hardison, Ross C. ;
Patrinos, George P. .
NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) :D1063-D1069
[7]   New views of evolution and regulation of vertebrate β-like globin gene clusters from an orphaned gene in marsupials [J].
Hardison, RC .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (04) :1327-1329
[8]   DNA targeting specificity of RNA-guided Cas9 nucleases [J].
Hsu, Patrick D. ;
Scott, David A. ;
Weinstein, Joshua A. ;
Ran, F. Ann ;
Konermann, Silvana ;
Agarwala, Vineeta ;
Li, Yinqing ;
Fine, Eli J. ;
Wu, Xuebing ;
Shalem, Ophir ;
Cradick, Thomas J. ;
Marraffini, Luciano A. ;
Bao, Gang ;
Zhang, Feng .
NATURE BIOTECHNOLOGY, 2013, 31 (09) :827-+
[9]   The Ensembl genome database project [J].
Hubbard, T ;
Barker, D ;
Birney, E ;
Cameron, G ;
Chen, Y ;
Clark, L ;
Cox, T ;
Cuff, J ;
Curwen, V ;
Down, T ;
Durbin, R ;
Eyras, E ;
Gilbert, J ;
Hammond, M ;
Huminiecki, L ;
Kasprzyk, A ;
Lehvaslaiho, H ;
Lijnzaad, P ;
Melsopp, C ;
Mongin, E ;
Pettett, R ;
Pocock, M ;
Potter, S ;
Rust, A ;
Schmidt, E ;
Searle, S ;
Slater, G ;
Smith, J ;
Spooner, W ;
Stabenau, A ;
Stalker, J ;
Stupka, E ;
Ureta-Vidal, A ;
Vastrik, I ;
Clamp, M .
NUCLEIC ACIDS RESEARCH, 2002, 30 (01) :38-41
[10]   The PROSITE database [J].
Hulo, Nicolas ;
Bairoch, Amos ;
Bulliard, Virginie ;
Cerutti, Lorenzo ;
De Castro, Edouard ;
Langendijk-Genevaux, Petra S. ;
Pagni, Marco ;
Sigrist, Christian J. A. .
NUCLEIC ACIDS RESEARCH, 2006, 34 :D227-D230