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Green Listed v2.0: A Web Application for Streamlined Design of Custom CRISPR Screens. 绿色列表v2.0:自定义CRISPR屏幕的流线型设计的Web应用程序。
IF 4 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-06-01 Epub Date: 2025-05-07 DOI: 10.1089/crispr.2025.0023
Esbjörn Henkel, Zhaojun Li, Daniel Uvehag, Bernhard Schmierer, Martin Henkel, Fredrik Wermeling

Custom CRISPR screens are powerful tools for rapid, hypothesis-driven discovery, but their design is often complex and time-consuming. Green Listed v2.0 simplifies this process with an intuitive workflow for designing custom CRISPR spacer libraries and supports downstream analysis for all users, irrespective of their computational experience. The web application features a user-friendly graphical interface freely accessible at https://greenlisted.cmm.se. Version 2.0 includes significant upgrades to the original 2016 version that were implemented based on user feedback. This includes a new gene synonym tool, expanded library options, optimized output lists, performance improvements, and linked scripts for the rational design of custom CRISPR screen gene sets.

定制CRISPR屏幕是快速、假设驱动的发现的强大工具,但它们的设计通常很复杂且耗时。Green Listed v2.0通过设计自定义CRISPR间隔器库的直观工作流程简化了这一过程,并支持所有用户的下游分析,无论他们的计算经验如何。该web应用程序具有用户友好的图形界面,可在https://greenlisted.cmm.se免费访问。2.0版本包含了基于用户反馈实现的对2016年原始版本的重大升级。这包括一个新的基因同义词工具,扩展的库选项,优化的输出列表,性能改进,以及用于合理设计自定义CRISPR筛选基因集的链接脚本。
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引用次数: 0
Optimizing Genome Editing in Mollusks (Crassostrea gigas) in Vitro Validation of sgRNA and Identifying Key Factors Influencing Efficiency. 优化软体动物(长牡蛎)基因组编辑体外验证sgRNA及确定影响效率的关键因素
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-06-01 Epub Date: 2025-02-28 DOI: 10.1089/crispr.2024.0086
Qian Li, Hong Yu, Shaojun Du, Qi Li

CRISPR-Cas9 genome editing holds tremendous potential for accelerating genetic improvements in aquaculture. The success of the CRISPR-Cas9 system relies on the specificity and efficiency of engineered single-guide RNAs (sgRNAs). In this study, we optimized an in vitro validation protocol for sgRNAs to streamline the gene editing process, capitalizing on the limited breeding season of the Pacific oyster (Crassostrea gigas). We evaluated the efficiency of 11 sgRNAs targeting four genes both in vitro and in vivo in C. gigas. In addition, we found that Cas9 protein differs from Cas9 mRNA in gene editing efficiency at various stages of early development. Cas9 protein proved particular efficacy in achieving early and efficient gene knockout, functioning effectively during the first cell division and facilitating biallelic gene knockouts. Statistical analysis showed that in the protein group, the biallelic editing frequency ranged from 12.5% to 57.8%, and the overall editing frequency reached as high as 75-90.6%. The mRNA group exhibited a biallelic editing frequency of 3.1-14.0% and the overall editing frequency spanning 65.6-78.1%. Contrary to expectations, low-temperature incubation (20°C) of oyster embryos prolonged the time window for the first cell division but did not improve gene editing efficiency, likely due to the high temperature sensitivity of Cas9 enzyme activity. Together, this study provides a comprehensive analysis of factors affecting the efficiency of CRISPR-Cas9 gene editing in C. gigas, providing a robust framework for future gene editing endeavors in mollusks and other marine invertebrates.

CRISPR-Cas9 基因组编辑技术在加快水产养殖遗传改良方面具有巨大潜力。CRISPR-Cas9 系统的成功依赖于工程化单导 RNA(sgRNA)的特异性和效率。在本研究中,我们利用太平洋牡蛎(Crassostrea gigas)有限的繁殖季节,优化了 sgRNA 的体外验证方案,以简化基因编辑过程。我们评估了 11 种 sgRNAs 在体外和体内针对千兆蚌 4 个基因的效率。此外,我们还发现,在早期发育的不同阶段,Cas9 蛋白与 Cas9 mRNA 的基因编辑效率不同。事实证明,Cas9 蛋白在实现早期和高效基因敲除方面具有特别的功效,在细胞第一次分裂期间就能有效发挥作用,并能促进双拷贝基因敲除。统计分析表明,在蛋白组中,双拷贝编辑频率从12.5%到57.8%不等,总体编辑频率高达75-90.6%。mRNA 组的双拷贝编辑频率为 3.1%-14.0%,总体编辑频率为 65.6%-78.1%。与预期相反,牡蛎胚胎的低温培养(20°C)延长了第一次细胞分裂的时间窗口,但并没有提高基因编辑效率,这可能是由于 Cas9 酶活性对温度的高敏感性造成的。总之,这项研究全面分析了影响千足牡蛎CRISPR-Cas9基因编辑效率的因素,为软体动物和其他海洋无脊椎动物未来的基因编辑工作提供了一个稳健的框架。
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引用次数: 0
Discovery of Diverse CRISPR Leader Motifs, Putative Functions, and Applications for Enhanced CRISPR Detection and Subtype Annotation. 发现多种CRISPR先导基序,推测功能,以及增强CRISPR检测和亚型注释的应用。
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-01-08 DOI: 10.1089/crispr.2024.0093
Murat Buyukyoruk, Pushya Krishna, Andrew Santiago-Frangos, Blake Wiedenheft

Bacteria and archaea acquire resistance to genetic parasites by preferentially integrating short fragments of foreign DNA at one end of a Clustered Regularly Interspaced Short Palindromic Repeat (CRISPR). "Leader" DNA upstream of CRISPR loci regulates transcription and foreign DNA integration into the CRISPR. Here, we analyze 37,477 CRISPRs from 39,277 bacterial and 556 archaeal genomes to identify conserved sequence motifs in CRISPR leaders. A global analysis of all leader sequences fails to identify universally conserved motifs. However, an analysis of leader sequences that have been grouped by 16S rRNA-based taxonomy and CRISPR subtype reveals 87 specific motifs in type I, II, III, and V CRISPR leaders. Fourteen of these leader motifs have biochemically demonstrated roles in CRISPR biology including integration, transcription, and CRISPR RNA processing. Another 28 motifs are related to DNA binding sites for proteins with functions that are consistent with regulating CRISPR activity. In addition, we show that these leader motifs can be used to improve existing CRISPR detection methods and enhance the accuracy of CRISPR classification.

细菌和古细菌通过优先整合聚集规则间隔短回文重复序列(CRISPR)一端的外源DNA短片段获得对遗传寄生虫的抗性。CRISPR位点上游的“Leader”DNA调控转录和外源DNA整合到CRISPR中。在这里,我们分析了来自39,277个细菌和556个古细菌基因组的37,477个CRISPR,以确定CRISPR先导中的保守序列基序。对所有先导序列的全局分析无法确定普遍保守的基序。然而,对基于16S rrna的分类和CRISPR亚型分组的先导序列的分析显示,在I型、II型、III型和V型CRISPR先导中有87个特定的基序。其中14个先导基序在CRISPR生物学中具有生物化学作用,包括整合、转录和CRISPR RNA加工。另外28个基序与蛋白质的DNA结合位点相关,其功能与调节CRISPR活性一致。此外,我们表明这些先导基序可以用来改进现有的CRISPR检测方法,提高CRISPR分类的准确性。
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引用次数: 0
Initial Characterization of 12 New Subtypes and Variants of Type V CRISPR Systems. V型CRISPR系统的12个新亚型和变体的初步表征
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-03-31 DOI: 10.1089/crispr.2024.0100
Jesse Tordoff, Lauren E Alfonse, Kira S Makarova, Alexa Ornstein, Anthony J Garrity, Winston X Yan, David A Scott, Eugene V Koonin, David R Cheng

Type V CRISPR systems are highly diverse in sequence, mechanism, and function. Although recent efforts have greatly expanded our understanding of their evolution, the diversity of type V systems remains to be completely explored, and many clades have not been experimentally characterized. In this work, we mined metagenomic databases to identify three new subtypes and nine new variants of Cas12, the effector of Type V systems, and provide experimental and computational characterization of their Protospacer-Adjacent Motif (PAM), interference activity, loci architecture, and tracrRNA dependence. Half of the new Cas12s are found in phages or prophages. New subtypes Cas12o and Cas12p lack the canonical RuvC catalytic residues, suggesting they interfere with the target without cleavage, possibly by blocking transcription or replication. One variant, Cas12f10, displays substantial activity on PAM-less targets. Our work expands the diversity of the functionally characterized Cas12 effectors and provides some promising candidates for genome engineering tools.

V型CRISPR系统在序列、机制和功能上高度多样化。尽管最近的努力极大地扩展了我们对其进化的理解,但V型系统的多样性仍有待完全探索,许多分支尚未通过实验表征。在这项工作中,我们挖掘了宏基因组数据库,确定了Cas12的3个新亚型和9个新变体,并提供了它们的原间隔邻近基序(PAM)、干扰活性、位点结构和tracrRNA依赖性的实验和计算表征。一半新的cas12存在于噬菌体或前噬菌体中。新的cas120和Cas12p亚型缺乏典型的RuvC催化残基,这表明它们可能通过阻断转录或复制来干扰靶标而不发生裂解。其中一个变体Cas12f10在PAM-less靶标上显示出大量活性。我们的工作扩大了功能表征的Cas12效应子的多样性,并为基因组工程工具提供了一些有前途的候选工具。
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引用次数: 0
Strategies for Interdisciplinary Human Gene Editing Research: Insights from a Swiss Project. 跨学科人类基因编辑研究的策略:来自瑞士项目的见解。
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-04-02 DOI: 10.1089/crispr.2024.0041
Agnes Kandlbinder, Marie-Hélène Peter-Spiess, Brigitte Leeners, Amina Mollaysa, Tommaso Cavazza, Anina Meier, Michael Braunschweig, Eleonora Ioannidi, Gerald Schwank, Michael Krauthammer

CRISPR gene editing is a cutting-edge technology that has advanced tremendously in recent years. The first clinical CRISPR applications have been approved, and more gene editing therapies are to be expected in human medicine. Consequently, continuous basic research is needed to assess possibilities and prime future clinical applications. Because this technology not only offers new possibilities for treating diseases but also raises important ethical and societal questions, collaboration between human, life, biomedical, and medical sciences is needed. In this article, we discuss the practical challenges of such interdisciplinary projects and present strategies for addressing them based on our experience of conducting an interdisciplinary project on CRISPR. This work aims to help and encourage interdisciplinary collaborations and discussions on modern scientific endeavors that, such as gene editing, tend to blur the lines between traditional disciplines. The strategies suggested include realistic expectations, shared goals, space setting, and expert and lay dialogue.

CRISPR基因编辑是近年来取得巨大进步的一项尖端技术。CRISPR的首个临床应用已经获得批准,更多的基因编辑疗法有望应用于人类医学。因此,需要持续的基础研究来评估可能性和确定未来的临床应用。由于这项技术不仅为治疗疾病提供了新的可能性,而且也提出了重要的伦理和社会问题,因此需要人类、生命、生物医学和医学科学之间的合作。在本文中,我们讨论了此类跨学科项目的实际挑战,并根据我们开展CRISPR跨学科项目的经验提出了解决这些挑战的策略。这项工作旨在帮助和鼓励现代科学努力的跨学科合作和讨论,比如基因编辑,这些努力往往模糊了传统学科之间的界限。建议的策略包括现实的期望、共同的目标、空间设置以及专家和非专业人士的对话。
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引用次数: 0
Hairpin Internal Nuclear Localization Signals in CRISPR-Cas9 Enhance Editing in Primary Human Lymphocytes. CRISPR-Cas9中的发夹内核定位信号增强了人原代淋巴细胞的编辑作用。
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-03-31 DOI: 10.1089/crispr.2024.0080
Eric A Noel, Srishti U Sahu, Stacia K Wyman, Netravathi Krishnappa, Chris Jeans, Ross C Wilson

The incorporation of nuclear localization signal (NLS) sequences at one or both termini of CRISPR enzymes is a widely adopted strategy to facilitate genome editing. Engineered variants of CRISPR enzymes with diverse NLS sequences have demonstrated superior performance, promoting nuclear localization and efficient DNA editing. However, limiting NLS fusion to the CRISPR protein's termini can negatively impact protein yield via recombinant expression. Here we present a distinct strategy involving the installation of hairpin internal NLS sequences (hiNLS) at rationally selected sites within the backbone of CRISPR-Cas9. We evaluated the performance of these hiNLS Cas9 variants by editing genes in human primary T cells following the delivery of ribonucleoprotein enzymes via either electroporation or co-incubation with amphiphilic peptides. We show that hiNLS Cas9 variants can improve editing efficiency in T cells compared with constructs with terminally fused NLS sequences. Furthermore, many hiNLS Cas9 constructs can be produced with high purity and yield, even when these constructs contain as many as nine NLS. These hiNLS Cas9 constructs represent a key advance in optimizing CRISPR effector design and may contribute to improved editing outcomes in research and therapeutic applications.

在CRISPR酶的一端或两端加入核定位信号(NLS)序列是一种广泛采用的促进基因组编辑的策略。具有不同NLS序列的CRISPR酶的工程变体表现出优异的性能,促进了核定位和高效的DNA编辑。然而,将NLS融合限制在CRISPR蛋白的末端会对重组表达的蛋白产量产生负面影响。在这里,我们提出了一种独特的策略,包括在CRISPR-Cas9主干内合理选择的位点上安装发夹内部NLS序列(hiNLS)。我们通过电穿孔或与两亲肽共孵育的方式将核糖核蛋白酶传递到人原代T细胞中,通过编辑基因来评估这些hiNLS Cas9变体的性能。我们发现,与末端融合NLS序列的构建体相比,hiNLS Cas9变体可以提高T细胞中的编辑效率。此外,许多hiNLS Cas9构建体可以以高纯度和产率生产,即使这些构建体含有多达9个NLS。这些hiNLS Cas9构建体代表了优化CRISPR效应体设计的关键进展,可能有助于改善研究和治疗应用中的编辑结果。
{"title":"Hairpin Internal Nuclear Localization Signals in CRISPR-Cas9 Enhance Editing in Primary Human Lymphocytes.","authors":"Eric A Noel, Srishti U Sahu, Stacia K Wyman, Netravathi Krishnappa, Chris Jeans, Ross C Wilson","doi":"10.1089/crispr.2024.0080","DOIUrl":"10.1089/crispr.2024.0080","url":null,"abstract":"<p><p>The incorporation of nuclear localization signal (NLS) sequences at one or both termini of CRISPR enzymes is a widely adopted strategy to facilitate genome editing. Engineered variants of CRISPR enzymes with diverse NLS sequences have demonstrated superior performance, promoting nuclear localization and efficient DNA editing. However, limiting NLS fusion to the CRISPR protein's termini can negatively impact protein yield <i>via</i> recombinant expression. Here we present a distinct strategy involving the installation of hairpin internal NLS sequences (hiNLS) at rationally selected sites within the backbone of CRISPR-Cas9. We evaluated the performance of these hiNLS Cas9 variants by editing genes in human primary T cells following the delivery of ribonucleoprotein enzymes <i>via</i> either electroporation or co-incubation with amphiphilic peptides. We show that hiNLS Cas9 variants can improve editing efficiency in T cells compared with constructs with terminally fused NLS sequences. Furthermore, many hiNLS Cas9 constructs can be produced with high purity and yield, even when these constructs contain as many as nine NLS. These hiNLS Cas9 constructs represent a key advance in optimizing CRISPR effector design and may contribute to improved editing outcomes in research and therapeutic applications.</p>","PeriodicalId":54232,"journal":{"name":"CRISPR Journal","volume":" ","pages":"105-119"},"PeriodicalIF":3.7,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143755330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Response to Cook et al. re: Novel Off-Targeting Events Identified After Genome Wide Analysis of CRISPR-Cas Edited Pig. 对 Cook 等人的回应:对 CRISPR-Cas 编辑过的猪进行全基因组分析后发现的新脱靶事件。
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-01-27 DOI: 10.1089/crispr.2025.0003
Bethany K Redel, Kiho Lee
{"title":"Response to Cook et al. re: Novel Off-Targeting Events Identified After Genome Wide Analysis of CRISPR-Cas Edited Pig.","authors":"Bethany K Redel, Kiho Lee","doi":"10.1089/crispr.2025.0003","DOIUrl":"10.1089/crispr.2025.0003","url":null,"abstract":"","PeriodicalId":54232,"journal":{"name":"CRISPR Journal","volume":" ","pages":"77-78"},"PeriodicalIF":3.7,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143048476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancements of the CRISPR-Cas System in the Silkworm Bombyx mori. 家蚕CRISPR-Cas系统的增强。
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-03-27 DOI: 10.1089/crispr.2024.0089
Takuya Tsubota, Yoko Takasu, Naoyuki Yonemura, Hideki Sezutsu

The silkworm (Bombyx mori) is a lepidopteran model insect that has been utilized for basic research and industrial applications. In this species, transcription activator-like effector nucleases (TALENs) have been found to function efficiently, and we previously developed a TALEN-mediated genome editing system for knockout and knock-in experiments using plasmids and single-stranded oligodeoxynucleotides (ssODNs) as donors. By contrast, clustered regularly interspaced short palindromic repeats (CRISPR)-CRISPR-associated protein 9 (Cas9)-mediated genome editing, especially for gene integration, remains limited. In this study, we attempted to improve CRISPR-Cas systems to expand the utility of genome editing in the silkworm. Codon optimization of Cas9 improved genome editing efficiency, and single-guide RNA utilization also resulted in a higher genome editing efficiency than crRNA/tracrRNA when Cas9 messenger RNA (mRNA) was used. CRISPR-Cas12a-mediated genome editing and targeted sequence integration using ssODNs were both successfully performed. Overall, our study provides a robust technical platform that can facilitate basic and applied silkworm studies.

家蚕(Bombyx mori)是鳞翅目模式昆虫,已被用于基础研究和工业应用。在这个物种中,转录激活因子样效应核酸酶(TALENs)已经被发现有效地发挥作用,我们之前开发了一个talen介导的基因组编辑系统,用于敲除和敲入实验,使用质粒和单链寡脱氧核苷酸(ssODNs)作为供体。相比之下,聚集规律间隔短回文重复(CRISPR)-CRISPR相关蛋白9 (Cas9)介导的基因组编辑,特别是基因整合,仍然有限。在本研究中,我们试图改进CRISPR-Cas系统,以扩大基因组编辑在家蚕中的应用。Cas9的密码子优化提高了基因组编辑效率,当使用Cas9信使RNA (mRNA)时,单导RNA的使用也使基因组编辑效率高于crRNA/tracrRNA。crispr - cas12a介导的基因组编辑和使用ssODNs的靶向序列整合都成功完成。总的来说,我们的研究提供了一个强大的技术平台,可以促进基础和应用蚕的研究。
{"title":"Enhancements of the CRISPR-Cas System in the Silkworm <i>Bombyx mori</i>.","authors":"Takuya Tsubota, Yoko Takasu, Naoyuki Yonemura, Hideki Sezutsu","doi":"10.1089/crispr.2024.0089","DOIUrl":"10.1089/crispr.2024.0089","url":null,"abstract":"<p><p>The silkworm (<i>Bombyx mori</i>) is a lepidopteran model insect that has been utilized for basic research and industrial applications. In this species, transcription activator-like effector nucleases (TALENs) have been found to function efficiently, and we previously developed a TALEN-mediated genome editing system for knockout and knock-in experiments using plasmids and single-stranded oligodeoxynucleotides (ssODNs) as donors. By contrast, clustered regularly interspaced short palindromic repeats (CRISPR)-CRISPR-associated protein 9 (Cas9)-mediated genome editing, especially for gene integration, remains limited. In this study, we attempted to improve CRISPR-Cas systems to expand the utility of genome editing in the silkworm. Codon optimization of Cas9 improved genome editing efficiency, and single-guide RNA utilization also resulted in a higher genome editing efficiency than crRNA/tracrRNA when Cas9 messenger RNA (mRNA) was used. CRISPR-Cas12a-mediated genome editing and targeted sequence integration using ssODNs were both successfully performed. Overall, our study provides a robust technical platform that can facilitate basic and applied silkworm studies.</p>","PeriodicalId":54232,"journal":{"name":"CRISPR Journal","volume":" ","pages":"155-164"},"PeriodicalIF":3.7,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143732842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the Cytoplasmic Retention of CRISPR-Cas9 in Eukaryotic Cells: The Role of Nuclear Localization Signals and Ribosomal Interactions. 探索真核细胞中CRISPR-Cas9的细胞质保留:核定位信号和核糖体相互作用的作用。
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-02-28 DOI: 10.1089/crispr.2024.0074
Rami M Major, Christine A Mills, Lei Xing, James L Krantz, Justin M Wolter, Mark J Zylka

Cas9 must be localized to the nucleus to access the genome of mammalian cells. For most proteins, adding a single nuclear localization signal (NLS) is sufficient to promote nuclear entry. However, Cas9 nuclear entry appears to be inefficient as multiple NLSs are typically added to Cas9. Here, we found that three different Cas9 variants interact with the ribosome in HEK293T cells, and that this interaction is RNA mediated. Following immunoprecipitation-mass spectrometry of cytoplasmic-localized Cas9-0NLS and nuclear-localized Cas9-4NLS constructs, we identified novel Cas9 interactors in postmitotic neurons, including KEAP1 and additional ribosomal subunits, the latter were enriched in Cas9-0NLS samples. Collectively, our results suggest that Cas9 is sequestered in the cytoplasm of mammalian cells, in part, via interaction with the ribosome. Increasing the number of NLSs on Cas9 and/or increasing the amount of cytoplasmic guide RNA has the potential to outcompete ribosomal RNA binding and promote efficient nuclear localization of CRISPR-Cas9 variants.

Cas9必须定位于细胞核才能进入哺乳动物细胞的基因组。对于大多数蛋白质来说,加入单个核定位信号(NLS)就足以促进核进入。然而,Cas9的核进入似乎是低效的,因为多个NLSs通常被添加到Cas9中。在这里,我们发现三种不同的Cas9变体与HEK293T细胞中的核糖体相互作用,并且这种相互作用是RNA介导的。通过细胞质定位的Cas9- 0nls和核定位的Cas9- 4nls构建物的免疫沉淀-质谱分析,我们在有丝分裂后神经元中发现了新的Cas9相互作用物,包括KEAP1和其他核糖体亚基,后者在Cas9- 0nls样本中富集。总的来说,我们的研究结果表明,Cas9部分通过与核糖体的相互作用被隔离在哺乳动物细胞的细胞质中。增加Cas9上NLSs的数量和/或增加细胞质引导RNA的数量有可能胜过核糖体RNA的结合,并促进CRISPR-Cas9变体的有效核定位。
{"title":"Exploring the Cytoplasmic Retention of CRISPR-Cas9 in Eukaryotic Cells: The Role of Nuclear Localization Signals and Ribosomal Interactions.","authors":"Rami M Major, Christine A Mills, Lei Xing, James L Krantz, Justin M Wolter, Mark J Zylka","doi":"10.1089/crispr.2024.0074","DOIUrl":"10.1089/crispr.2024.0074","url":null,"abstract":"<p><p>Cas9 must be localized to the nucleus to access the genome of mammalian cells. For most proteins, adding a single nuclear localization signal (NLS) is sufficient to promote nuclear entry. However, Cas9 nuclear entry appears to be inefficient as multiple NLSs are typically added to Cas9. Here, we found that three different Cas9 variants interact with the ribosome in HEK293T cells, and that this interaction is RNA mediated. Following immunoprecipitation-mass spectrometry of cytoplasmic-localized Cas9-0NLS and nuclear-localized Cas9-4NLS constructs, we identified novel Cas9 interactors in postmitotic neurons, including KEAP1 and additional ribosomal subunits, the latter were enriched in Cas9-0NLS samples. Collectively, our results suggest that Cas9 is sequestered in the cytoplasm of mammalian cells, in part, <i>via</i> interaction with the ribosome. Increasing the number of NLSs on Cas9 and/or increasing the amount of cytoplasmic guide RNA has the potential to outcompete ribosomal RNA binding and promote efficient nuclear localization of CRISPR-Cas9 variants.</p>","PeriodicalId":54232,"journal":{"name":"CRISPR Journal","volume":" ","pages":"120-136"},"PeriodicalIF":3.7,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143528006","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Overview and Comparative Analysis of CRISPR-SpCas9 gRNA Activity Prediction Tools. CRISPR-SpCas9 gRNA活性预测工具综述及比较分析
IF 3.7 4区 生物学 Q2 GENETICS & HEREDITY Pub Date : 2025-04-01 Epub Date: 2025-03-27 DOI: 10.1089/crispr.2024.0058
Hao Yuan, Chunping Song, Huixin Xu, Ying Sun, Christian Anthon, Lars Bolund, Lin Lin, Karim Benabdellah, Ciaran Lee, Yong Hou, Jan Gorodkin, Yonglun Luo

Design of guide RNA (gRNA) with high efficiency and specificity is vital for successful application of the CRISPR gene editing technology. Although many machine learning (ML) and deep learning (DL)-based tools have been developed to predict gRNA activities, a systematic and unbiased evaluation of their predictive performance is still needed. Here, we provide a brief overview of in silico tools for CRISPR design and assess the CRISPR datasets and statistical metrics used for evaluating model performance. We benchmark seven ML and DL-based CRISPR-Cas9 editing efficiency prediction tools across nine CRISPR datasets covering six cell types and three species. The DL models CRISPRon and DeepHF outperform the other models exhibiting greater accuracy and higher Spearman correlation coefficient across multiple datasets. We compile all CRISPR datasets and in silico prediction tools into a GuideNet resource web portal, aiming to facilitate and streamline the sharing of CRISPR datasets. Furthermore, we summarize features affecting CRISPR gene editing activity, providing important insights into model performance and the further development of more accurate CRISPR prediction models.

设计具有高效率和特异性的引导 RNA(gRNA)对于 CRISPR 基因编辑技术的成功应用至关重要。尽管已经开发出许多基于机器学习(ML)和深度学习(DL)的工具来预测 gRNA 的活性,但仍需要对其预测性能进行系统而无偏见的评估。在此,我们简要概述了用于 CRISPR 设计的硅学工具,并评估了用于评估模型性能的 CRISPR 数据集和统计指标。我们在涵盖六种细胞类型和三种物种的九个 CRISPR 数据集上对七种基于 ML 和 DL 的 CRISPR-Cas9 编辑效率预测工具进行了基准测试。在多个数据集上,DL 模型 CRISPRon 和 DeepHF 优于其他模型,表现出更高的准确性和更高的斯皮尔曼相关系数。我们将所有 CRISPR 数据集和硅学预测工具编入 GuideNet 资源门户网站,旨在促进和简化 CRISPR 数据集的共享。此外,我们还总结了影响CRISPR基因编辑活性的特征,为了解模型性能和进一步开发更准确的CRISPR预测模型提供了重要依据。
{"title":"An Overview and Comparative Analysis of CRISPR-SpCas9 gRNA Activity Prediction Tools.","authors":"Hao Yuan, Chunping Song, Huixin Xu, Ying Sun, Christian Anthon, Lars Bolund, Lin Lin, Karim Benabdellah, Ciaran Lee, Yong Hou, Jan Gorodkin, Yonglun Luo","doi":"10.1089/crispr.2024.0058","DOIUrl":"10.1089/crispr.2024.0058","url":null,"abstract":"<p><p>Design of guide RNA (gRNA) with high efficiency and specificity is vital for successful application of the CRISPR gene editing technology. Although many machine learning (ML) and deep learning (DL)-based tools have been developed to predict gRNA activities, a systematic and unbiased evaluation of their predictive performance is still needed. Here, we provide a brief overview of <i>in silico</i> tools for CRISPR design and assess the CRISPR datasets and statistical metrics used for evaluating model performance. We benchmark seven ML and DL-based CRISPR-Cas9 editing efficiency prediction tools across nine CRISPR datasets covering six cell types and three species. The DL models <i>CRISPRon</i> and <i>DeepHF</i> outperform the other models exhibiting greater accuracy and higher Spearman correlation coefficient across multiple datasets. We compile all CRISPR datasets and <i>in silico</i> prediction tools into a GuideNet resource web portal, aiming to facilitate and streamline the sharing of CRISPR datasets. Furthermore, we summarize features affecting CRISPR gene editing activity, providing important insights into model performance and the further development of more accurate CRISPR prediction models.</p>","PeriodicalId":54232,"journal":{"name":"CRISPR Journal","volume":" ","pages":"89-104"},"PeriodicalIF":3.7,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143732784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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CRISPR Journal
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