scholarly journals Evaluation of off-target and on-target scoring algorithms and integration into the guide RNA selection tool CRISPOR

2016 ◽  
Vol 17 (1) ◽  
Author(s):  
Maximilian Haeussler ◽  
Kai Schönig ◽  
Hélène Eckert ◽  
Alexis Eschstruth ◽  
Joffrey Mianné ◽  
...  

Abstract Background The success of the CRISPR/Cas9 genome editing technique depends on the choice of the guide RNA sequence, which is facilitated by various websites. Despite the importance and popularity of these algorithms, it is unclear to which extent their predictions are in agreement with actual measurements. Results We conduct the first independent evaluation of CRISPR/Cas9 predictions. To this end, we collect data from eight SpCas9 off-target studies and compare them with the sites predicted by popular algorithms. We identify problems in one implementation but found that sequence-based off-target predictions are very reliable, identifying most off-targets with mutation rates superior to 0.1 %, while the number of false positives can be largely reduced with a cutoff on the off-target score. We also evaluate on-target efficiency prediction algorithms against available datasets. The correlation between the predictions and the guide activity varied considerably, especially for zebrafish. Together with novel data from our labs, we find that the optimal on-target efficiency prediction model strongly depends on whether the guide RNA is expressed from a U6 promoter or transcribed in vitro. We further demonstrate that the best predictions can significantly reduce the time spent on guide screening. Conclusions To make these guidelines easily accessible to anyone planning a CRISPR genome editing experiment, we built a new website (http://crispor.org) that predicts off-targets and helps select and clone efficient guide sequences for more than 120 genomes using different Cas9 proteins and the eight efficiency scoring systems evaluated here.

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 609-609
Author(s):  
Naoya Uchida ◽  
Linhong Li ◽  
Tina Nassehi ◽  
Morgan Yapundich ◽  
Jackson Gamer ◽  
...  

Sickle cell disease (SCD) is caused by a 20A>T mutation in the β-globin gene. State-of-the-art genome editing technologies have the potential to correct the SCD mutation in hematopoietic stem cells (HSCs), producing adult hemoglobin (Hb) while simultaneously eliminating sickle Hb. We have demonstrated efficient gene correction in SCD CD34+ cells with SCD mutation-specific guide RNA, Cas9 mRNA/protein, and single strand donor DNA, resulting in ~30% gene correction and ~50% indels at the DNA level, and ~60% normal β-globin production at the protein level in in vitro erythroid differentiation (ASH 2018). Gene correction by homology directed repair is thought to be enhanced by cell proliferation; however, cell proliferation might reduce stemness of HSCs. To investigate this hypothesis, we sought to evaluate engraftment of gene-edited CD34+ HSCs in a non-human primate model. To model SCD gene correction, a β-to-βs globin conversion was designed in rhesus macaques. Mobilized rhesus CD34+ cells (n=2) were electroporated using the GMP-compliant, FDA Master File-supported, and scalable MaxCyte GT System to deliver rhesus β-globin-targeting guide RNA (the same target site as the SCD mutation-specific guide RNA), SpCas9 protein, and single strand donor DNA including a SCD mutation (20A>T). We also added an adjuvant to improve gene conversion efficiencies. Following erythroid differentiation, gene correction efficiency was evaluated at DNA levels by deep sequencing and at protein levels by reverse-phase HPLC. We observed high-efficiency genome editing without the adjuvant (20-30% gene conversion and 61-64% indels), and further enhanced genome editing with the adjuvant (51-59% gene conversion and 36-39% indels). After erythroid differentiation, we observed production of βs-globin protein (~100%) but not normal β-globin in gene-edited cells. We then evaluated engraftment of gene-edited rhesus CD34+ cells with β-to-βs globin conversion (n=2, 13U005 and 12U011). Mobilized rhesus CD34+ cells (3.4-3.8e7) were pre-stimulated for 2 days, and edited cells were cryopreserved after electroporation with editing tools. Small aliquots of edited cells (before and after cryopreservation) were differentiated into erythroid cells in vitro, resulting in 17-26% of gene conversion and 57-71% of indels at the DNA level and 50-100% of β-globin production at the protein level, with no difference observed between aliquots taken before and after cryopreservation. Following 9.5 Gy total body irradiation, the frozen edited CD34+ cells (1.6-2.2e7) were injected into autologous macaques. We observed robust recovery of blood counts in 13U005, while peripheral blood recovery was delayed in 12U011, who was supported by serial whole blood transfusion. We observed 7-11% of gene conversion and 44-54% of indels in both granulates and lymphocytes in 13U005 1 month post-transplant. Around 15% sickle Hb production in red blood cells was detected by Hb electrophoresis in 13U005 three months post-transplant and ~7% in 12U011 two months post-transplant. Interestingly, ~10% of fetal Hb production was observed in 12U001, likely due to stress hematopoiesis. In summary, we developed a rhesus β-to-βs globin conversion model with HSC-targeted genome editing strategies. The gene-edited rhesus CD34+ cells are engraftable for at least 3 months post-transplant. Although further follow-up is necessary for transplanted animals, these findings are helpful in designing HSC-targeted gene correction trials. Figure Disclosures Li: MaxCyte, Inc: Employment. Allen:MaxCyte, Inc: Employment. Peshwa:MaxCyte, Inc: Employment.


Cells ◽  
2021 ◽  
Vol 10 (8) ◽  
pp. 2099
Author(s):  
Yunxing Liu ◽  
Fang Liang ◽  
Zijiong Dong ◽  
Song Li ◽  
Jianmin Ye ◽  
...  

The CRISPR/Cas9 system has been widely used for gene editing in zebrafish. However, the required NGG protospacer adjacent motif (PAM) of Streptococcus pyogenes Cas9 (SpCas9) notably restricts the editable range of the zebrafish genome. Recently, Cas9 from S. canis (ScCas9), which has a more relaxed 5′-NNG-3′ PAM, was reported to have activities in human cells and plants. However, the editing ability of ScCas9 has not been tested in zebrafish. Here we characterized and optimized the activity of ScCas9 in zebrafish. Delivered as a ribonucleoprotein complex, ScCas9 can induce mutations in zebrafish. Using the synthetic modified crRNA:tracrRNA duplex instead of in vitro-transcribed single guide RNA, the low activity at some loci were dramatically improved in zebrafish. As far as we know, our work is the first report on the evaluation of ScCas9 in animals. Our work optimized ScCas9 as a new nuclease for targeting relaxed NNG PAMs for zebrafish genome editing, which will further improve genome editing in zebrafish.


Development ◽  
2021 ◽  
pp. dev.193565
Author(s):  
Shashank Gandhi ◽  
Yuwei Li ◽  
Weiyi Tang ◽  
Jens B. Christensen ◽  
Hugo A. Urrutia ◽  
...  

An important strategy for establishing mechanisms of gene function during development is through mutation of individual genes and analysis of subsequent effects on cell behavior. Here, we present a single-plasmid approach for genome editing in chick embryos to study experimentally perturbed cells in an otherwise normal embryonic environment. To achieve this, we have engineered a plasmid that encodes Cas9 protein, gene-specific guide RNA (gRNA), and a fluorescent marker within the same construct. Using transfection- and electroporation-based approaches, we show that this construct can be used to perturb gene function in early embryos as well as human cell lines. Importantly, insertion of this cistronic construct into replication-incompetent avian (RIA) retroviruses allowed us to couple gene knockouts with long-term lineage analysis. We demonstrate the application of our newly-engineered constructs and viruses by perturbing β-catenin in vitro and Sox10, Pax6, and Pax7 in the neural crest, retina, neural tube and segmental plate in vivo, respectively. Together, this approach enables knocking out genes of interest in identifiable cells in living embryos and can be broadly applied to numerous genes in different embryonic tissues.


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
J Li ◽  
L J Wang ◽  
F Wang ◽  
H F Tang ◽  
R Chen ◽  
...  

Abstract Background Muscle atrophy is the loss of skeletal muscle mass and strength in response to diversity catabolic stimuli, such as heart failure. At present, no effective treatment except exercise is validated on reducing multiple muscle atrophy clinically. We have recently reported that microRNA-29b (miR-29b) promotes multiple types of muscle atrophy. Purpose The goal of this study was to assess whether genome editing using a clustered regularly interspaced short palindromic repeat/Cas9 (CRISPR/Cas9) system can efficiently introduce loss-of-function mutations into the endogenous miR-29b in vivo and as a potential therapy by treating muscle atrophy. Methods We used lentivirus to express CRISPR-associated 9 and a CRISPR guide RNA targeting miR-29b. Mutagenesis rate of miR-29b and off-target mutagenesis were detected by T7 Endonuclease I (T7EI) Assay. The expression level of miR-29b were measured in vitro and vivo after administration of the virus by using qRT-PCR. After intramuscular administration of the virus, the angiotensin II (AngII), immobilization and denervation-induced muscle atrophy were performed. Then muscle function was assessed in exercise capacity, the appearance and weight of muscle, the size of the muscle fibers, molecular and cellular detection. Results Here, we report that CRISPR/Cas9 mediated genome editing through intramuscular administration efficiently targeting the biogenesis processing sites in pre-miR-29b. No off-target mutagenesis was detected in 10 selected sites. This CRISPR-based treatment resulted in decreased miR-29b levels specifically. In vivo, this CRISPR-based treatment could ameliorate the muscle atrophy induced by angiotensin II (AngII), immobilization and denervation via activation of PI3K-AKT-mTOR signaling pathway and protect against AngII-induced apoptosis in mice. Moreover, the exercise capacity is also significantly enhanced. Conclusion Our work establishes CRISPR/Cas9 based gene targeting on miRNA as a potential durable therapy for treatment of muscle atrophy and expands the strategies available interrogating miRNA function in vivo. Acknowledgement/Funding The grants from National Natural Science Foundation of China (81722008, 91639101 and 81570362 to JJ Xiao)


2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Hyeran Kim ◽  
Jisun Choi ◽  
Kang-Hee Won

Abstract Background DNA-free, clustered regularly interspaced short palindromic repeats (CRISPR)-associated protein (Cas) ribonucleoprotein (RNP)-based genome editing is a simple, convincing, and promising tool for precision crop breeding. The efficacy of designed CRISPR-based genome editing tools is a critical prerequisite for successful precision gene editing in crops. Results This study demonstrates that soil-grown leaf- or callus-derived pepper protoplasts are a useful system for screening of efficient guide RNAs for CRISPR/Cas9 or CRISPR/Cas12a (Cpf1). CRISPR/Cas9 or Cpf1 were delivered as CRISPR/RNP complexes of purified endonucleases mixed with the designed single guide RNA, which can edit the target gene, CaMLO2 in two pepper cultivars with whole genome sequenced, Capsicum annuum ‘CM334’ and C. annuum ‘Dempsey’. The designed guide RNAs (sgRNAs for Cas9 or crRNAs for Cpf1) are conserved for CaMLO2 in both CM334 and Dempsey and cleave CaMLO2 in vitro. CRISPR/Cas9- or /Cpf1-RNP complexes were transfected into purely isolated protoplasts of the hot pepper CM334 and sweet pepper Dempsey by PEG-mediated delivery. Targeted deep sequencing analysis indicated that the targeted CaMLO2 gene was differentially edited in both cultivars, depending on the applied CRISPR/RNPs. Conclusions Pepper protoplast-based CRISPR guide-RNA selection is a robust method to check the efficacy of designed CRISPR tools and is a prerequisite for regenerating edited plants, which is a critical time-limiting procedure. The rapid and convincing selection of guide RNA against a target genome reduces the laborious efforts for tissue culture and facilitates effective gene editing for pepper improvement.


Animals ◽  
2021 ◽  
Vol 11 (2) ◽  
pp. 578
Author(s):  
Maki Hirata ◽  
Manita Wittayarat ◽  
Zhao Namula ◽  
Quynh Anh Le ◽  
Qingyi Lin ◽  
...  

Liposome-mediated gene transfer has become an alternative method for establishing a gene targeting framework, and the production of mutant animals may be feasible even in laboratories without specialized equipment. However, how this system functions in mammalian oocytes and embryos remains unclear. The present study was conducted to clarify whether blastocyst genome editing can be performed by treatment with lipofection reagent, guide RNA, and Cas9 for 5 h without using electroporation or microinjection. A mosaic mutation was observed in blastocysts derived from zona pellucida (ZP)-free oocytes following lipofection treatment, regardless of the target genes. When lipofection treatment was performed after in vitro fertilization (IVF), no significant differences in the mutation rates or mutation efficiency were found between blastocysts derived from embryos treated at 24 and 29 h from the start of IVF. Only blastocysts from embryos exposed to lipofection treatment at 29 h after IVF contained biallelic mutant. Furthermore, there were no significant differences in the mutation rates or mutation efficiency between blastocysts derived from embryos at the 2- and 4-cell stages. This suggests that lipofection-mediated gene editing can be performed in ZP-free oocytes and ZP-free embryos; however, other factors affecting the system efficiency should be further investigated.


2018 ◽  
Author(s):  
Renata M. Martin ◽  
Kazuya Ikeda ◽  
Nobuko Uchida ◽  
Kyle Cromer ◽  
Toshi Nishimura ◽  
...  

AbstractCombination of genome editing and human pluripotent stem cells (hPSCs) offers a platform for in vitro disease modeling, drug discovery and personalized stem cell therapeutics. However, incorporation of large modifications using CRISPR/Cas9-based genome editing in hPSCs typically requires the use of selection markers due to low editing efficiencies. Here we report a novel editing technology in hPSCs using Cas9 protein complexed with chemically modified single guide RNA (sgRNA) and recombinant AAV6 (rAAV6) vectors for donor delivery without marker selection. With these components, we demonstrate targeted integration of a 2.2 kb DNA expression cassette in hPSCs at frequencies up to 94% and 67% at the HBB and MYD88 loci, respectively. We used this protocol to correct the homozygous sickle cell disease (SCD) mutation in an iPSC line derived from a SCD patient with a frequency of 63%. This Cas9/AAV6 system allows for both the integration of large gene cassettes and the creation of single nucleotide changes in hPSCs at high frequencies, eliminating the need for multiple editing steps and marker selection, thus increasing the potential of editing human pluripotent cells for both research and translational applications.


2018 ◽  
Author(s):  
Beeke Wienert ◽  
Jiyung Shin ◽  
Elena Zelin ◽  
Kathleen Pestal ◽  
Jacob E. Corn

AbstractCRISPR-Cas9 genome editing is revolutionizing fundamental research and has great potential for the treatment of many diseases. While editing of immortalized cell lines has become relatively easy, editing of therapeutically relevant primary cells and tissues can remain challenging. One recent advancement is the delivery of a Cas9 protein and an in vitro transcribed (IVT) guide RNA (gRNA) as a precomplexed ribonucleoprotein (RNP). This approach allows editing of primary cells such as T cells and hematopoietic stem cells, but the consequences beyond genome editing of introducing foreign Cas9 RNPs into mammalian cells are not fully understood. Here we show that the IVT gRNAs commonly used by many laboratories for RNP editing trigger a potent innate immune response that can be several thousand times stronger than benchmark immune stimulating ligands. IVT gRNAs are recognized in the cytosol through the RIG-I pathway but not the MDA5 pathway, thereby triggering a type I interferon response. Removal of the 5’-triphosphate from gRNAs ameliorates inflammatory signaling and prevents the loss of viability associated with genome editing in hematopoietic stem cells. The potential for Cas9 RNP editing to induce a potent antiviral response indicates that care must be taken when designing therapeutic strategies to edit primary cells.AbbreviationsCasCRISPR-associatedCIPcalf intestinal alkaline phosphataseCRISPRclustered, regularly interspaced, short palindromic repeatdCas9nuclease-dead Cas9HEK293Human embryonic kidney cells 293HEK293THuman embryonic kidney cells 293 SV40 large T antigenHeLaHenrietta Lacks cellsHSPCsCD34+ human hematopoietic stem and progenitor cellsIFNAR1Interferon Alpha And Beta Receptor Subunit 1IFNβ/IFNB1Interferon betaISG15Interferon-stimulated gene 15 IVT – in vitro transcribedKOknockoutMAVSmitochondrial activator of virus signalingMDA5/IFIH1melanoma differentiation-associated gene 5/ Interferon Induced with Helicase C Domain 1PAMPpathogen-associated molecular patternRIG-I/DDX58retinoic acid-inducible gene I/ DExD-H-box helicase 58gRNAguide RNASPRIsolid phase reversible immobilizationWTwild type


2021 ◽  
Vol 14 (1) ◽  
Author(s):  
Qingyi Lin ◽  
Quynh Anh Le ◽  
Koki Takebayashi ◽  
Chommanart Thongkittidilok ◽  
Manita Wittayarat ◽  
...  

Abstract Objective Lipofection-mediated introduction of the CRISPR/Cas9 system in porcine zygotes provides a simple method for gene editing, without requiring micromanipulation. However, the gene editing efficiency is inadequate. The aim of this study was to improve the lipofection-mediated gene editing efficiency by optimizing the timing and duration of lipofection. Results Zona pellucida (ZP)-free zygotes collected at 5, 10, and 15 h from the start of in vitro fertilization (IVF) were incubated with lipofection reagent, guide RNA (gRNA) targeting GGTA1, and Cas9 for 5 h. Lipofection of zygotes collected at 10 and 15 h from the start of IVF yielded mutant blastocysts. Next, ZP-free zygotes collected at 10 h from the start of IVF were incubated with lipofection reagent, gRNA, and Cas9 for 2.5, 5, 10, or 20 h. The blastocyst formation rate of zygotes treated for 20 h was significantly lower (p < 0.05) than those of the other groups, and no mutant blastocysts were obtained. Moreover, the mutation rates of the resulting blastocysts decreased as the incubation time increased. In conclusion, a lipofection-mediated gene editing system using the CRISPR/Cas9 system in ZP-zygotes is feasible; however, further improvements in the gene editing efficiency are required.


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