Cas9-chromatin binding information enables more accurate CRISPR off-target prediction

The CRISPR system has become a powerful biological tool with a wide range of applications. However, improving targeting specificity and accurately predicting potential off-targets remains a significant goal. Here, we introduce a web-based CRISPR/Cas9 Off-target Prediction and Identification Tool (CROP-IT) that performs improved off-target binding and cleavage site predictions. Unlike existing prediction programs that solely use DNA sequence information; CROP-IT integrates whole genome level biological information from existing Cas9 binding and cleavage data sets. Utilizing whole-genome chromatin state information from 125 human cell types further enhances its computational prediction power. Comparative analyses on experimentally validated datasets show that CROP-IT outperforms existing computational algorithms in predicting both Cas9 binding as well as cleavage sites. With a user-friendly web-interface, CROP-IT outputs scored and ranked list of potential off-targets that enables improved guide RNA design and more accurate prediction of Cas9 binding or cleavage sites.     

Cas9 Cuts and Consequences; Detecting,Predicting, and Mitigating CRISPR/Cas9 On- and Off-Target Damage

Large deletions and genomic re-arrangements are increasingly recognized as common products of double-strand break repair at Clustered Regularly Interspaced, Short Palindromic Repeats - CRISPR associated protein 9 (CRISPR/Cas9) on-target sites. Together with well-known off-target editing products from Cas9 target misrecognition, these are important limitations, that need to be addressed. Rigorous assessment of Cas9-editing is necessary to ensure validity of observed phenotypes in Cas9-edited cell-lines and model organisms. Here the mechanisms of Cas9 specificity, and strategies to assess and mitigate unwanted effects of Cas9 editing are reviewed; covering guide-RNA design, RNA modifications, Cas9 modifications, control of Cas9 activity; computational prediction for off-targets, and experimental methods for detecting Cas9 cleavage. Although recognition of the prevalence of on- and off-target effects of Cas9 editing has increased in recent years, broader uptake across the gene editing community will be important in determining the specificity of Cas9 across diverse applications and organisms.     

CRISPcut: A novel tool for designing optimal sgRNAs for CRISPR/Cas9 based experiments in human cells

The ability to direct the CRISPR/Cas9 nuclease to a unique target site within a genome would have broad use in targeted genome engineering. However, CRISPR RNA is reported to bind to other genomic locations that differ from the intended target site by a few nucleotides, demonstrating significant off-target activity. We have developed the CRISPcut tool that screens the off-targets using various parameters and predicts the ideal genomic target for –guide RNAs in human cell lines. sgRNAs for four different types of Cas9 nucleases can be designed with an option for the user to work with different PAM sequences. Direct experimental measurement of genome-wide DNA accessibility is incorporated that effectively restricts the prediction of CRISPR targets to open chromatin. An option to predict target sites for paired CRISPR nickases is also provided. The tool has been validated using a dataset of experimentally used sgRNA and their identified off-targets.URL: http://web.iitd.ac.in/crispcut     

CRISPR/Cas9基因组定点编辑中脱靶现象的研究进展

近年来, CRISPR定点编辑技术发展迅猛, 在动物、植物和微生物中均得到广泛应用。其中, 备受关注的脱靶现象也是研究的热点, 迄今已取得了重要进展。该文介绍了脱靶现象的产生原理及体内和体外检测脱靶现象的方法, 评价了通过改进sgRNA设计和优化CRISPR系统等来降低脱靶率的方法。在植物基因组定点编辑过程中, 应适时检测脱靶现象, 提高脱靶检测的精确度和准确度。     

机器学习方法在CRISPR/Cas9系统中的应用

基于CRISPR/Cas9系统介导的第三代基因组定点编辑技术,已被广泛应用于基因编辑和基因表达调控等研究领域。如何提高该技术对基因组编辑的效率与特异性、最大限度降低脱靶风险一直是该领域的难点。近年来,机器学习为解决CRISPR/Cas9系统所面临的问题提供了新思路,基于机器学习的CRISPR/Cas9系统已逐渐成为研究热点。本文阐述了CRISPR/Cas9的作用机理,总结了现阶段该技术面临的基因组编辑效率低、存在潜在的脱靶效应、前间区序列邻近基序(PAM)限制识别序列等问题,最后对机器学习应用于优化设计高效向导RNA (sgRNA)序列、预测sgRNA的活性、脱靶效应评估、基因敲除、高通量功能基因筛选等领域的研究现状与发展前景进行了展望,以期为基因组编辑领域的研究提供参考。     

新生儿短肠综合征的肠内营养研究进展

从喂养方式、喂养过程、营养成分、护理重点等多方面综述新生儿短肠综合征肠内营养的研究进展,并结合患儿的实际病情以及实验室检查结果等指标,提出对患儿进行持续性的肠内营养支持的具体做法：（1）在现实情况允许的条件下,保证用母乳喂养患儿,无法提供母乳的情况下合理配比奶粉,并根据实际需要添加一些纤维和脂类的补充剂,保障患儿健康发育;（2）在给予肠内营养的过程中全程无菌化处理,调节适宜的温度,合理选择药物;（3）应用大规模对照试验方式,通过大数据对比总结出持续肠内营养对短肠综合征患儿的影响,为儿科护理工作提供科学依据。     

Activity and specificity of TRV-mediated gene editing in plants

Plant trait engineering requires efficient targeted genome-editing technologies. Clustered regularly interspaced palindromic repeats (CRISPRs)/ CRISPR associated (Cas) type II system is used for targeted genome-editing applications across eukaryotic species including plants. Delivery of genome engineering reagents and recovery of mutants remain challenging tasks for in planta applications. Recently, we reported the development of Tobacco rattle virus (TRV)-mediated genome editing in Nicotiana benthamiana. TRV infects the growing points and possesses small genome size; which facilitate cloning, multiplexing, and agroinfections. Here, we report on the persistent activity and specificity of the TRV-mediated CRISPR/Cas9 system for targeted modification of the Nicotiana benthamiana genome. Our data reveal the persistence of the TRV- mediated Cas9 activity for up to 30 d post-agroinefection. Further, our data indicate that TRV-mediated genome editing exhibited no off-target activities at potential off-targets indicating the precision of the system for plant genome engineering. Taken together, our data establish the feasibility and exciting possibilities of using virus-mediated CRISPR/Cas9 for targeted engineering of plant genomes.     

A genome-wide analysis of Cas9 binding specificity using ChIP-seq and targeted sequence capture

Clustered regularly interspaced short palindromic repeat (CRISPR) RNA-guided nucleases have gathered considerable excitement as a tool for genome engineering. However, questions remain about the specificity of target site recognition. Cleavage specificity is typically evaluated by low throughput assays (T7 endonuclease I assay, target amplification followed by high-throughput sequencing), which are limited to a subset of potential off-target sites. Here, we used ChIP-seq to examine genome-wide CRISPR binding specificity at gRNA-specific and gRNA-independent sites for two guide RNAs. RNA-guided Cas9 binding was highly specific to the target site while off-target binding occurred at much lower intensities. Cas9-bound regions were highly enriched in NGG sites, a sequence required for target site recognition by Streptococcus pyogenes Cas9. To determine the relationship between Cas9 binding and endonuclease activity, we applied targeted sequence capture, which allowed us to survey 1200 genomic loci simultaneously including potential off-target sites identified by ChIP-seq and by computational prediction. A high frequency of indels was observed at both target sites and one off-target site, while no cleavage activity could be detected at other ChIP-bound regions. Our results confirm the high-specificity of CRISPR endonucleases and demonstrate that sequence capture can be used as a high-throughput genome-wide approach to identify off-target activity.     

CRISPR/Cas9的应用及脱靶效应研究进展

CRISPR/Cas9基因编辑技术在生命科学领域掀起了一场全新的技术革命,该技术可以对基因组特定位点进行靶向编辑,包括缺失、插入、修复等。CRISPR/Cas9比锌指核酸酶 (ZFNs)和转录激活因子样效应物核酸酶(TALENs)技术更易于操作,而且更高效。CRISPR/Cas9系统中的向导RNA(Single guide RNA, sgRNA)是一段与目标DNA片段匹配的RNA序列,指导Cas9蛋白对基因组进行识别。研究发现,设计的sgRNA会与非靶点DNA序列错配,引入非预期的基因突变,即脱靶效应(Off-target effects)。脱靶效应严重制约了CRISPR/Cas9基因编辑技术的广泛应用。为了避免脱靶效应,研究者对影响脱靶效应的因素进行了系统研究并提出了许多降低脱靶效应的方法。文章总结了CRISPR/Cas9系统的应用及脱靶效应研究进展,以期为相关领域的工作提供参考。     

CRISPR/Cas9基因组编辑技术在农业动物中的应用

CRISPR(Clustered regularly interspaced short palindromic repeats)/Cas(CRISPR associated proteins)是在细菌和古细菌中发现的一种用来抵御病毒或质粒入侵的获得性免疫系统.目前已发现的CRISPR/Cas系统包括Ⅰ,Ⅱ和Ⅲ型,其中Ⅱ型系统的组成较简单,由其改造成的CRISPR/Cas9技术已成为一种高效的基因组编辑工具.自2013年CRISPR/Cas9技术成功用于哺乳动物基因组定点编辑以来,应用该技术进行基因组编辑的报道呈现出爆发式的增长.农业动物不仅是重要的经济动物,也是人类疾病和生物医药研究的重要模式动物.本文综述了CRISPR/Cas9技术在农业动物中的研究和应用进展,简述了该技术的脱靶效应及减少脱靶的主要方法,并展望了该技术的应用前景.     

CRISPR/Cas9系统的分子机制及其在人类疾病基因治疗中的应用

CRISPR/Cas系统是广泛存在于细菌和古生菌中的适应性免疫系统,用来抵抗外来病毒或质粒的入侵。近几年,由Ⅱ型CRISPR/Cas适应性免疫系统改造而来的CRISPR/ Cas9基因组编辑技术蓬勃发展,被广泛地应用于生命科学研究的各个领域,并取得了革命性的变化。文章主要综述了CRISPR/Cas9基因组编辑技术的起源与发展及在生命科学各研究领域的应用,重点介绍了该系统在人类疾病基因治疗方面的最新应用及脱靶效应,以期为相关领域的科研人员提供参考。     

CRISPR/Cas9技术在非模式植物中的应用进展

基因组编辑技术的出现对植物遗传育种及作物性状的改良产生了深远意义。CRISPR/Cas(clustered regularly interspaced short palindromic repeat)是由成簇规律间隔短回文重复序列及其关联蛋白组成的免疫系统,其作用是原核生物(40%细菌和90%古细菌)用来抵抗外源遗传物质(噬菌体和病毒)的入侵。该技术实现了对基因组中多个靶基因同时进行编辑,与前两代基因编辑技术:锌指核酶(ZFNs)和转录激活因子样效应物核酶(TALENs)相比更加简单、廉价、高效。目前CRISPR/Cas9基因编辑技术已在拟南芥(Arabidopsis thaliana)、烟草(Nicotiana benthamiana)、水稻(Oryza sativa)、小麦(Triticum aestivum)、玉米(Zea mays)、番茄(tomato)等模式植物和多数大作物中实现了定点基因组编辑,其应用范围不断地向各类植物扩展。但与模式植物和一些大作物相比,CRISPR/Cas9基因编辑技术在非模式植物,尤其在一些小作物的应用中存在如载体构建、靶点设计、脱靶检测、同源重组等问题有待进一步完善。该文对CRISPR/Cas9技术在非模式植物与小作物研究的最新研究进展进行了总结,讨论了该技术目前在非模式植物、小作物应用的局限性,在此基础上提出了相关改进策略,并对CRISPR/Cas9系统在非模式植物中的研究前景进行了展望。     

Potential high-frequency off-target mutagenesis induced by CRISPR/Cas9 in <Emphasis Type="Italic">Arabidopsis</Emphasis> and its prevention

Key message

We present novel observations of high-specificity SpCas9 variants, sgRNA expression strategies based on mutant sgRNA scaffold and tRNA processing system, and CRISPR/Cas9-mediated T-DNA integrations.

Abstract

Specificity of CRISPR/Cas9 tools has been a major concern along with the reports of their successful applications. We report unexpected observations of high frequency off-target mutagenesis induced by CRISPR/Cas9 in T1 Arabidopsis mutants although the sgRNA was predicted to have a high specificity score. We also present evidence that the off-target effects were further exacerbated in the T2 progeny. To prevent the off-target effects, we tested and optimized two strategies in Arabidopsis, including introduction of a mCherry cassette for a simple and reliable isolation of Cas9-free mutants and the use of highly specific mutant SpCas9 variants. Optimization of the mCherry vectors and subsequent validation found that fusion of tRNA with the mutant rather than the original sgRNA scaffold significantly improves editing efficiency. We then examined the editing efficiency of eight high-specificity SpCas9 variants in combination with the improved tRNA-sgRNA fusion strategy. Our results suggest that highly specific SpCas9 variants require a higher level of expression than their wild-type counterpart to maintain high editing efficiency. Additionally, we demonstrate that T-DNA can be inserted into the cleavage sites of CRISPR/Cas9 targets with high frequency. Altogether, our results suggest that in plants, continuous attention should be paid to off-target effects induced by CRISPR/Cas9 in current and subsequent generations, and that the tools optimized in this report will be useful in improving genome editing efficiency and specificity in plants and other organisms.

     

酵母杂交系统在CRISPR/Cas9基因编辑系统脱靶率研究中的应用*

目的:为提高CRISPR/Cas9(clustered regularly interspaced short palindromic repeats/CRISPR-associated protein 9)靶向性奠定基础,同时证明酵母杂交系统在研究CRISPR/Cas9脱靶效应中的应用价值。方法:以实验室前期构建成功的activase基因编辑水稻株为研究对象,先采用T7核酸内切酶Ⅰ法初步预测30株基因编辑水稻株的脱靶率。随后以酵母杂交系统进一步预测脱靶率以及研究sgRNA结构对脱靶率的影响。首先,将activase靶向基因的标准sgRNA(standard sgRNA)和短sgRNA(truncated sgRNA)分别克隆至CRISPR/Cas9系统表达载体pDW3769中,构建对应的重组载体pHZ2和pHZ4,转化至YPH499酵母单倍体形成重组酵母YpHZ2和YpHZ4;其次,根据脱靶位点预测选择7组脱靶序列A、B、C、D、E、F、G以及靶向序列,分别克隆至包含报告基因mCherry的高拷贝载体pDW3133和低拷贝载体pDW3134,构建相应的高拷贝重组载体pHZ5、pHZ7、pHZ9、pHZ11、pHZ13、pHZ15、pHZ17和pHZ19,以及对应的低拷贝重组载体pHZ6、pHZ8、pHZ10、pHZ12、pHZ14、pHZ16、pHZ18和pHZ20,转化至YPH500酵母单倍体,构建重组酵母YpHZ5-20。随后,重组酵母YpHZ2和YpHZ4与重组酵母YpHZ5-20分别杂交,挑取双倍体酵母菌落,在不同的时间段下检测荧光数值,根据荧光值定量预测脱靶率。结果:酵母培养144~192 h时荧光最为显著,脱靶序列sgRNA与靶向基因sgRNA同源性越高,越易造成脱靶,但短sgRNA较标准sgRNA脱靶率低。根据水稻植株的脱靶检测显示脱靶率约20%,基于酵母杂交的检测结果显示脱靶率为20%~28%。结论:酵母细胞进入稳定期时荧光值最为显著,且与载体的拷贝数量成正比。sgRNA序列以及长短结构可影响CRISPR/Cas9的基因靶向性。两种方法的脱靶率预测结果相当,表明酵母杂交系统在评价CRISPR/Cas9系统的脱靶率以及研究脱靶影响因素中具有良好的应用价值。     

Cas9HF1 enhanced specificity in Ustilago maydis

The clustered regularly interspaced short palindromic repeats (CRISPR)-Cas9 system is widely used as a tool to precisely manipulate genomic sequence targeted by sgRNA (single guide RNA) and is adapted in different species for genome editing. One of the major concerns of CRISPR-Cas9 is the possibility of off-target effects, which can be remedied by the deployment of high fidelity Cas9 variants. Ustilago maydis is a maize fungal pathogen, which has served as a model organism for biotrophic pathogens for decades. The successful adaption of CRISPR-Cas9 in U. maydis greatly facilitated effector biology studies. Here, we constructed an U. maydis reporter strain that allows in vivo quantification of efficiency and target specificity of three high fidelity Cas9 variants, Cas9HF1, Cas9esp1.1 and Cas9hypa. This approach identified Cas9HF1 as most specific Cas9 variant in U. maydis. Furthermore, whole genome sequencing showed absence of off-target effects in U. maydis by CRISPR-Cas9 editing.     

Whole genome analysis of CRISPR Cas9 sgRNA off-target homologies via an efficient computational algorithm

Background

The beauty and power of the genome editing mechanism, CRISPR Cas9 endonuclease system, lies in the fact that it is RNA-programmable such that Cas9 can be guided to any genomic loci complementary to a 20-nt RNA, single guide RNA (sgRNA), to cleave double stranded DNA, allowing the introduction of wanted mutations. Unfortunately, it has been reported repeatedly that the sgRNA can also guide Cas9 to off-target sites where the DNA sequence is homologous to sgRNA.

Results

Using human genome and Streptococcus pyogenes Cas9 (SpCas9) as an example, this article mathematically analyzed the probabilities of off-target homologies of sgRNAs and discovered that for large genome size such as human genome, potential off-target homologies are inevitable for sgRNA selection. A highly efficient computationl algorithm was developed for whole genome sgRNA design and off-target homology searches. By means of a dynamically constructed sequence-indexed database and a simplified sequence alignment method, this algorithm achieves very high efficiency while guaranteeing the identification of all existing potential off-target homologies. Via this algorithm, 1,876,775 sgRNAs were designed for the 19,153 human mRNA genes and only two sgRNAs were found to be free of off-target homology.

Conclusions

By means of the novel and efficient sgRNA homology search algorithm introduced in this article, genome wide sgRNA design and off-target analysis were conducted and the results confirmed the mathematical analysis that for a sgRNA sequence, it is almost impossible to escape potential off-target homologies. Future innovations on the CRISPR Cas9 gene editing technology need to focus on how to eliminate the Cas9 off-target activity.

     

CRISPR/Cas9基因编辑技术在丝状真菌中的应用

随着对丝状真菌基因水平研究的不断深入,CRISPR/Cas9技术作为先进的基因编辑技术,已被广泛应用于丝状真菌的基因编辑。探究了CRISPR/Cas9系统在不同丝状真菌中的应用情况,主要从sgRNA的构建与表达、Cas9蛋白的改造与表达、不同的DNA双链断裂修复（DNA double-strand break,DSB）方式等方面进行概述,并对编辑效率、脱靶效应进行总结,旨在为今后丝状真菌中CRISPR/Cas9系统的构建及改良提供思路。     

Detection of on-target and off-target mutations generated by CRISPR/Cas9 and other sequence-specific nucleases

The development of customizable sequence-specific nucleases such as TALENs, ZFNs and the powerful CRISPR/Cas9 system has revolutionized the field of genome editing. The CRISPR/Cas9 system is particularly versatile and has been applied in numerous species representing all branches of life. Regardless of the target organism, all researchers using sequence-specific nucleases face similar challenges: confirmation of the desired on-target mutation and the detection of off-target events. Here, we evaluate the most widely-used methods for the detection of on-target and off-target mutations in terms of workflow, sensitivity, strengths and weaknesses.