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  1. Biotechnol J · 2023 · PMID 37559489

    Lipofection with Lipofectamine™ 2000 in a heparin-free growth medium results in high transfection efficiency in chicken primordial germ cells.

    Watanabe T, Ochi Y, Kajihara R, Ichikawa K, Ezaki R, Matsuzaki M et al.

    Primordial germ cells (PGCs) that can differentiate into gametes are used to produce genome-edited chickens. However, the transfection efficiency into PGCs is low in chickens; therefore, the yield efficiency of PGCs modified via genome editing is problematic. In this study, we improved transfection efficiency and achieved highly efficient genome editing in chicken PGCs. For transfection, we used lipofection, which is convenient for gene transfer. Chicken PGC cultures require adding heparin to support growth; however, heparin significantly reduces lipofection efficiency (p < 0.01). Heparin-induced lipofection efficiency was restored by adding protamine. Based on these results, we optimized gene transfer into chicken PGCs. Lipofectamine 2000 and our PGC medium were the most efficient transfection reagent and medium, respectively. Finally, based on established conditions, we compared the gene knock-out efficiencies of ovomucoid, a major egg allergen, and gene knock-in efficiencies at the ACTB locus. These results indicate that optimized lipofection is useful for CRISPR/Cas9-mediated knock-out and knock-in. Our findings may contribute to the generation of genome-edited chickens and stimulate research in various applications involving them.

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  2. Gene · 2021 · PMID 33775846

    Simplification of nutritional conditions in transformation procedures for genome editing with the CRISPR/Cas9 system for fission yeast.

    Li S, Toya M, Sato M

    CRISPR/Cas9 is a powerful tool for genome editing. Several studies have been conducted to take the benefit of the versatile tool in the fission yeast Schizosaccharomyces pombe. However, the protocols for the CRISPR/Cas9 system proposed in previous studies are complicated in culture conditions compared to traditional genome editing methods. In this study, we introduced vectors for expression of sgRNA as well as Cas9, which employ natMX6 and bsdMX6 dominant selection markers. Using these materials, we examined nutritional conditions of cell cultures and found that nitrogen depletion introduced in previous methods does not affect the efficiency of genome editing. We found that bsdMX6-based plasmids enable us to skip any recovery steps before plating onto medium containing blasticidin S, unlike other antibiotic resistance selection markers. We thus propose easier transformation procedures with natMX6 and particularly bsdMX6 markers. We also simulate prescreening of mutants by genotyping with DNA endonucleases or proofreading PCR instead of relying on existing knowledge of mutant phenotypes. These materials and methods assist easy construction of S. pombe strains using CRISPR/Cas9, thereby accelerating seamless introduction of CRISPR/Cas9 to S. pombe researchers.

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  3. Nat Struct Mol Biol · 2026 · PMID 41699287

    Computation and deep-learning-driven advances in CRISPR genome editing.

    Pindi C, Palermo G

    Genome editing with CRISPR-Cas systems is revolutionizing medicine, molecular biology and biotechnology. In this Review, we discuss the contributions of deep learning-based structure prediction algorithms, physics-based simulations, neural networks, graph neural networks and generative models, including diffusion and large language models, in engineering and optimizing CRISPR systems and in understanding their mechanistic basis. We highlight the challenges and limitations to the transformative effects of computational modeling and tools in the context of the development of programmable genome editors for biomedicine and biotechnology.

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  4. Mol Ther · 2022 · PMID 35808824

    A truncated reverse transcriptase enhances prime editing by split AAV vectors.

    Gao Z, Ravendran S, Mikkelsen NS, Haldrup J, Cai H, Ding X et al.

    Prime editing is a new CRISPR-based, genome-editing technology that relies on the prime editor (PE), a fusion protein of Cas9-nickase and M-MLV reverse transcriptase (RT), and a prime editing guide RNA (pegRNA) that serves both to target PE to the desired genomic locus and to carry the edit to be introduced. Here, we make advancements to the RT moiety to improve prime editing efficiencies and truncations to mitigate issues with adeno-associated virus (AAV) viral vector size limitations, which currently do not support efficient delivery of the large prime editing components. These efforts include RT variant screening, codon optimization, and PE truncation by removal of the RNase H domain and further trimming. This led to a codon-optimized and size-minimized PE that has an expression advantage (1.4-fold) and size advantage (621 bp shorter). In addition, we optimize the split intein PE system and identify Rma-based Cas9 split sites (573-574 and 673-674) that combined with the truncated PE delivered by dual AAVs result in superior AAV titer and prime editing efficiency. We also show that this minimized PE gives rise to superior lentiviral vector titers (46-fold) over the regular PE in an all-in-one PE lentiviral vector. We finally deliver the minimized PE to mouse liver by dual AAV8 vectors and show up to 6% precise editing of the PCSK9 gene, thereby demonstrating the value of this truncated split PE system for in vivo applications.

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  5. Gene Ther · 2020 · PMID 31900423

    Integrating gene delivery and gene-editing technologies by adenoviral vector transfer of optimized CRISPR-Cas9 components.

    Maggio I, Zittersteijn HA, Wang Q, Liu J, Janssen JM, Ojeda IT et al.

    Enhancing the intracellular delivery and performance of RNA-guided CRISPR-Cas9 nucleases (RGNs) remains in demand. Here, we show that nuclear translocation of commonly used Streptococcus pyogenes Cas9 (SpCas9) proteins is suboptimal. Hence, we generated eCas9.4NLS by endowing the high-specificity eSpCas9(1.1) nuclease (eCas9.2NLS) with additional nuclear localization signals (NLSs). We demonstrate that eCas9.4NLS coupled to prototypic or optimized guide RNAs achieves efficient targeted DNA cleavage and probe the performance of SpCas9 proteins with different NLS compositions at target sequences embedded in heterochromatin versus euchromatin. Moreover, after adenoviral vector (AdV)-mediated transfer of SpCas9 expression units, unbiased quantitative immunofluorescence microscopy revealed 2.3-fold higher eCas9.4NLS nuclear enrichment levels than those observed for high-specificity eCas9.2NLS. This improved nuclear translocation yielded in turn robust gene editing after nonhomologous end joining repair of targeted double-stranded DNA breaks. In particular, AdV delivery of eCas9.4NLS into muscle progenitor cells resulted in significantly higher editing frequencies at defective DMD alleles causing Duchenne muscular dystrophy (DMD) than those achieved by AdVs encoding the parental, eCas9.2NLS, protein. In conclusion, this work provides a strong rationale for integrating viral vector and optimized gene-editing technologies to bring about enhanced RGN delivery and performance.

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  6. Mol Plant Microbe Interact · 2022 · PMID 34543054

    Unmarked Gene Editing in Clavibacter michiganensis Using CRISPR/Cas9 and 5-Fluorocytosine Counterselection.

    Chen X, Tan Q, Lyu Q, Yu C, Jiang N, Li J et al.

    Plant-pathogenic bacteria in the genus Clavibacter are important quarantine species that cause considerable economic loss worldwide. The development of effective gene editing techniques and additional selectable markers is essential to expedite gene functional analysis in this important Gram-positive genus. The current study details a highly efficient unmarked CRISPR/Cas9-mediated gene editing system in Clavibacter michiganensis, which couples the expression of cas9 and single-guide RNA with homology-directed repair templates and the negative selectable marker codA::upp within a single plasmid. Initial experiments indicated that CRISPR/Cas9-mediated transformation could be utilized for both site-directed mutagenesis, in which an A to G point mutation was introduced at the 128th nucleotide of the C. michiganensis rpsL gene to generate a streptomycin-resistant mutant, and complete gene knockout, in which the deletion of the C. michiganensis celA or katA genes resulted in transformants that lacked cellulase and catalase activity, respectively. In subsequent experiments, the introduction of the codA::upp cassette into the transformation vector facilitated the counterselection of unmarked transformants by incubation in the absence of the selective antibiotic, followed by plating on M9 agar containing 5-fluorocytosine at 100 μg/ml, in which an unmarked katA mutant lacking the transformation vector was recovered. Compared with conventional homologous recombination, the unmarked CRISPR/Cas9-mediated system was more useful and convenient because it allowed the template plasmid to be reused repeatedly to facilitate the editing of multiple genes, which constitutes a major advancement that could revolutionize research into C. michiganensis and other Clavibacter spp.[Formula: see text] Copyright © 2021 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.

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  7. IEEE Trans Comput Biol Bioinform · 2026 · PMID 42647693

    EpiCRISPR: Improving CRISPR/Cas9 On- and Off-Target Prediction by Flanking Sequences, Epigenetic Marks, and High-Throughput Datasets.

    Luboshitz A, Rahimi M, Hendel A, Orenstein Y

    CRISPR/Cas9 technology has revolutionized gene-editing technologies. However, the endogenous gene-editing efficiency at the target site, unintended off-target sites (OTSs), and the DNA repair outcomes are affected by various factors, among them are the sequence of the site, its flanking sequences, and the epigenetic marks harboring it. Researchers have developed computational methods to predict endogenous efficiency, OTSs, and repair outcomes. However, previous studies have failed to successfully incorporate the factors that affect on- and off-target activity, and repair outcomes, and the methods were trained and evaluated on small datasets. A recent dataset of endogenous on-target efficiencies and repair outcomes of nearly 1,600 measurements in T cells, and a recently preprocessed dataset of 78 OTS experiments in T cells provide a unique opportunity to develop a method to predict endogenous on-target efficiency, OTSs, and repair outcomes. Here, we developed EpiCRISPROn and EpiCRISPROff to improve on-target efficiency and OTSs prediction, respectively, by combining various inputs: the site and its flanking sequences, multiple epigenetic marks, and a high-throughput-based prediction. In EpiCRISPROn and EpiCRISPROff, the additional non-sequence features improved prediction performance from an average Spearman correlation of 0.31 to 0.51 in 5-fold cross-validation and from an average AUPRC of 0.436 to 0.441 on a held-out test set, respectively. Moreover, EpiCRISPROn and EpiCRISPROff were trained on one cell type and successfully generalized to other cell types. In contrast, the inclusion of flanking sequences and epigenetic features did not improve repair-outcome prediction. Furthermore, by interrogating EpiCRISPROn and EpiCRISPROff trained models we shed light on on-target and OTS editing preferences. We expect EpiCRISPROn and EpiCRISPROff to advance the field of gene editing by providing improved cell-type-aware prediction of endogenous CRISPR/Cas9 on- and off-target activity.

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  8. PLoS One · 2024 · PMID 39255283

    Heterogeneity in establishment of polyethylene glycol-mediated plasmid transformations for five forest pathogenic Phytophthora species.

    Dort EN, Hamelin RC

    Plasmid-mediated DNA transformation is a foundational molecular technique and the basis for most CRISPR-Cas9 gene editing systems. While plasmid transformations are well established for many agricultural Phytophthora pathogens, development of this technique in forest Phytophthoras is lacking. Given our long-term research objective to develop CRISPR-Cas9 gene editing in a forest pathogenic Phytophthora species, we sought to establish the functionality of polyethylene glycol (PEG)-mediated plasmid transformation in five species: P. cactorum, P. cinnamomi, P. cryptogea, P. ramorum, and P. syringae. We used the agricultural pathogen P. sojae, a species for which PEG-mediated transformations are well-established, as a transformation control. Using a protocol previously optimized for P. sojae, we tested transformations in the five forest Phytophthoras with three different plasmids: two developed for CRISPR-Cas9 gene editing and one developed for fluorescent protein tagging. Out of the five species tested, successful transformation, as indicated by stable growth of transformants on a high concentration of antibiotic selective growth medium and diagnostic PCR, was achieved only with P. cactorum and P. ramorum. However, while transformations in P. cactorum were consistent and stable, transformations in P. ramorum were highly variable and yielded transformants with very weak mycelial growth and abnormal morphology. Our results indicate that P. cactorum is the best candidate to move forward with CRISPR-Cas9 protocol development and provide insight for future optimization of plasmid transformations in forest Phytophthoras.

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  9. Methods Mol Biol · 2026 · PMID 42129030

    Development of Tobamovirus-Resistant Tomato Plants by CRISPR-Cas9-Mediated Knockout of Susceptibility Genes.

    Watanabe K, Ishikawa M, Ishibashi K

    The advent of genome editing technologies such as CRISPR-Cas9 has revolutionized the development of disease-resistant crops, offering precision and efficiency in targeting specific genetic loci responsible for susceptibility. In this protocol, we harness the CRISPR-Cas9 system to disrupt key susceptibility genes in tomato, aiming to fortify resistance against tobamoviruses, particularly the aggressive tomato brown rugose fruit virus (ToBRFV). By systematically knocking out four TOM1 homologs, genes essential for tobamoviral replication, tomato lines with robust and heritable resistance can be developed while minimizing adverse developmental effects. The approach not only underscores the significance of basic research on host-pathogen interactions in modern crop protection but also lays the groundwork for sustainable, gene-driven resistance strategies in commercial tomato breeding.

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  10. J Neurovirol · 2024 · PMID 38355914

    HIV-1 mRNA knockdown with CRISPR/CAS9 enhances neurocognitive function.

    McLaurin KA, Li H, Khalili K, Mactutus CF, Booze RM

    Mixed glia are infiltrated with HIV-1 virus early in the course of infection leading to the development of a persistent viral reservoir in the central nervous system. Modification of the HIV-1 genome using gene editing techniques, including CRISPR/Cas9, has shown great promise towards eliminating HIV-1 viral reservoirs; whether these techniques are capable of removing HIV-1 viral proteins from mixed glia, however, has not been systematically evaluated. Herein, the efficacy of adeno-associated virus 9 (AAV9)-CRISPR/Cas9 gene editing for eliminating HIV-1 messenger RNA (mRNA) from cortical mixed glia was evaluated in vitro and in vivo. In vitro, a within-subjects experimental design was utilized to treat mixed glia isolated from neonatal HIV-1 transgenic (Tg) rats with varying doses (0, 0.9, 1.8, 2.7, 3.6, 4.5, or 5.4 µL corresponding to a physical titer of 0, 4.23 × 109, 8.46 × 109, 1.269 × 1010, 1.692 × 1010, 2.115 × 1010, and 2.538 × 1010 gc/µL) of CRISPR/Cas9 for 72 h. Dose-dependent decreases in the number of HIV-1 mRNA, quantified using an innovative in situ hybridization technique, were observed in a subset (i.e., n = 5 out of 8) of primary mixed glia. In vivo, HIV-1 Tg rats were retro-orbitally inoculated with CRISPR/Cas9 for two weeks, whereby treatment resulted in profound excision (i.e., approximately 53.2%) of HIV-1 mRNA from the medial prefrontal cortex. Given incomplete excision of the HIV-1 viral genome, the clinical relevance of HIV-1 mRNA knockdown for eliminating neurocognitive impairments was evaluated via examination of temporal processing, a putative neurobehavioral mechanism underlying HIV-1-associated neurocognitive disorders (HAND). Indeed, treatment with CRISPR/Cas9 protractedly, albeit not permanently, restored the developmental trajectory of temporal processing. Proof-of-concept studies, therefore, support the susceptibility of mixed glia to gene editing and the potential of CRISPR/Cas9 to serve as a novel therapeutic strategy for HAND, even in the absence of full viral eradication.

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