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CRISPR and Beyond: Genome-Editing Strategies in Retinal Stem Cell Research.
Genome editing has emerged as a transformative approach for understanding and treating retinal degenerative diseases. Combining this technology with pluripotent stem cells provides an ideal platform for modeling human development and disease, and investigating emerging therapeutic strategies ultimately aimed towards in vivo correction. This approach enables both functional studies to understand retinal degeneration and the early development of targeted therapies for inherited disease. This review offers a comprehensive overview of genome-editing techniques and the ability to create new clinically relevant models to understand human disease in retinal research, focusing on the use of the CRISPR-Cas9 system in induced pluripotent stem cells (iPSCs) and embryonic stem cells (ESCs), as well as highlighting recent advancements in base and prime editing. Gene editing in various retinal diseases is discussed in context of studies focusing on disease modeling or developing therapeutic strategies. Continued refinement of these techniques will be essential for advancing translational applications in retinal disease treatment.
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Genotoxicity profiling reveals distinct platform-and cell type-specific effects in therapeutic gene editing for genetic hyperinflammation.
Base editors enable precise correction of point mutations without requiring DNA double-strand breaks, yet platform- and cell type-specific genotoxicities remain incompletely characterized. Here, we applied cytosine base editing (CBE) to disrupt a cryptic splice-site mutation in the Unc13d locus of Jinx mice, a model of familial hemophagocytic lymphohistiocytosis type 3 (FHL3). Efficient editing (62%-89%) in fibroblasts, T cells, and hematopoietic stem cells (HSCs) restored Unc13d splicing, reconstituted cytotoxic T cell function, and protected mice from virus-triggered hyperinflammation after transplantation of edited HSCs. Comparative genotoxicity profiling revealed distinct platform- and cell type-specific patterns: hyperactive CBE induced broader off-target activity and more structural variants than CRISPR-Cas9. Although off-target sequence edits persisted, the stability of CBE-induced chromosomal translocations differed between cell types. These findings establish base editing as a therapeutic strategy for a genetically predisposed hyperinflammatory syndrome and underscore the importance of context-specific safety profiling to guide the clinical translation of genome editors.
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Feature representation for explainable CRISPR off-target prediction and base editing efficiency.
INTRODUCTION: The interaction between guide RNAs (gRNAs) and target DNA sequences is a critical factor in the effectiveness of CRISPR/Cas9 (Clustered Regularly Interspaced Short Palindromic Repeats/CRISPR-associated protein 9) gene editing. Predicting these interactions accurately necessitates models that offer biological knowledge in addition to high accuracy. This study analyzes the impact of feature representation on accuracy and interpretability in off-target prediction. METHODS: We address two CRISPR applications: gene knockout (KO) and base editing (BE) using distinct benchmark datasets. For the KO problem, we utilized CHANGE-seq and GUIDE-seq to evaluate paired sequence representations, while the Hanna screening dataset has been used for BE. We approached the prediction problem both as a classification and regression task using XGBoost models. RESULTS: In the case of KO, there is not a single universally optimal encoding. For both classification and regression, One-Hot and its variants (OH, OH5C) achieve the best results on GUIDE-seq (AUPR = 0.661, Pearson = 0.756), while the Bulges representation performs best on CHANGE-seq (AUPR = 0.612, Pearson = 0.602). In the case of BE, One-hot encoding consistently outperforms K-mer representation for predictive accuracy both as regression and classification (AUPR = 0.723, Pearson = 0.746). DISCUSSION: Our analysis demonstrates comparable predictive performance across both gene knockout and base editing tasks, confirming the robustness of the framework in distinct editing domains. Interpretability analysis using SHapley Additive exPlanations (SHAP) reveals that despite different mechanisms, the Protospacer Adjacent Motif (PAM)-proximal region remains a critical feature for prediction for both editing mechanisms.
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Engineered minimal type I CRISPR-Cas system for transcriptional activation and base editing in human cells.
Type I CRISPR-Cas systems are widespread and have exhibited high versatility and efficiency in genome editing and gene regulation in prokaryotes. However, due to the multi-subunit composition and large size, their application in eukaryotes has not been thoroughly investigated. Here, we demonstrate that the type I-F2 Cascade, the most compact among type I systems, with a total gene size smaller than that of SpCas9, can be developed for transcriptional activation in human cells. The efficiency of the engineered I-F2 tool can match or surpass that of dCas9. Additionally, we create a base editor using the I-F2 Cascade, which induces a considerably wide editing window (~30 nt) with a bimodal distribution. It can expand targetable sites, which is useful for disrupting functional sequences and genetic screening. This research underscores the application of compact type I systems in eukaryotes, particularly in the development of a base editor with a wide editing window.
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Efficient C-to-G editing in rice using an optimized base editor.
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Programmable RNA base editing with a single gRNA-free enzyme.
Programmable RNA editing enables rewriting gene expression without changing genome sequences. Current tools for specific RNA editing dependent on the assembly of guide RNA into an RNA/protein complex, causing delivery barrier and low editing efficiency. We report a new gRNA-free system, RNA editing with individual RNA-binding enzyme (REWIRE), to perform precise base editing with a single engineered protein. This artificial enzyme contains a human-originated programmable PUF domain to specifically recognize RNAs and different deaminase domains to achieve efficient A-to-I or C-to-U editing, which achieved 60-80% editing rate in human cells, with a few non-specific editing sites in the targeted region and a low level off-target effect globally. The RNA-binding domain in REWIREs was further optimized to improve editing efficiency and minimize off-target effects. We applied the REWIREs to correct disease-associated mutations and achieve both types of base editing in mice. As a single-component system originated from human proteins, REWIRE presents a precise and efficient RNA editing platform with broad applicability.
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Design of base editing systems with tunable editing hotspots within a defined window through sgRNA engineering.
Base editors (BEs) enable efficient A-to-G or C-to-T conversions without double-stranded DNA cleavage, but their editing windows remain difficult to tune, limiting genome engineering flexibility. Here, we engineered CRISPR/Cas12b sgRNA by introducing MS2 hairpins to recruit an MS2-N55K-cytidine deaminase-UGI complex, enabling programmable control of the editing window. Three modified sgRNAs were generated by replacing two loop regions, each producing distinct editing hotspots in E. coli. The AID*Δ-MSBE system (sgRNA1.1) generated a window near the PAM with peak activity at C7-C9, while the CDA-MSBE system (sgRNA1.2) produced a distal window with peak activity at C20-C23. Both systems exhibited identical editing patterns in Bacillus subtilis. A dual-orthogonal system (MS2 and PP7) was constructed to simultaneously recruit two deaminase complexes, restoring the classic dCas12b CBE editing pattern. Rifampicin resistance assays confirmed high targeting specificity with low off-target effects. As proof of concept, the MSBEs were successfully employed for the flexible reprogramming of sfGFP fluorescence and the targeted evolution of the endogenous gene rpsE, respectively. Collectively, we developed the MSBEs with tunable editing hotspots, providing innovative tools to enhance the flexibility and accessibility of BEs for genome engineering.
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High-Fidelity Cytosine Base Editing in a GC-Rich Corynebacterium glutamicum with Reduced DNA Off-Target Editing Effects.
Genome editing technology is a powerful tool for programming microbial cell factories. However, rat APOBEC1-derived cytosine base editor (CBE) that converts C•G to T•A at target genes induced DNA off-targets, regardless of single-guide RNA (sgRNA) sequences. Although the high efficiencies of the bacterial CBEs have been developed, a risk of unidentified off-targets impeded genome editing for microbial cell factories. To address the issues, we demonstrate the genome engineering of Corynebacterium glutamicum as a GC-rich model industrial bacterium by generating premature termination codons (PTCs) in desired genes using high-fidelity cytosine base editors (CBEs). Through this CBE-STOP approach of introducing specific cytosine conversions, we constructed several single-gene-inactivated strains for three genes (ldh, idsA, and pyc) with high base editing efficiencies of average 95.6% (n = 45, C6 position) and the highest success rate of up to 100% for PTCs and ultimately developed a strain with five genes (ldh, actA, ackA, pqo, and pta) that were inactivated sequentially for enhancing succinate production. Although these mutant strains showed the desired phenotypes, whole-genome sequencing (WGS) data revealed that genome-wide point mutations occurred in each strain and further accumulated according to the duration of CBE plasmids. To lower the undesirable mutations, high-fidelity CBEs (pCoryne-YE1-BE3 and pCoryne-BE3-R132E) was employed for single or multiplexed genome editing in C. glutamicum, resulting in drastically reduced sgRNA-independent off-targets. Thus, we provide a CRISPR-assisted bacterial genome engineering tool with an average high efficiency of 90.5% (n = 76, C5 or C6 position) at the desired targets. IMPORTANCE Rat APOBEC1-derived cytosine base editor (CBE) that converts C•G to T•A at target genes induced DNA off-targets, regardless of single-guide RNA (sgRNA) sequences. Although the high efficiencies of bacterial CBEs have been developed, a risk of unidentified off-targets impeded genome editing for microbial cell factories. To address the issues, we identified the DNA off-targets for single and multiple genome engineering of the industrial bacterium Corynebacterium glutamicum using whole-genome sequencing. Further, we developed the high-fidelity (HF)-CBE with significantly reduced off-targets with comparable efficiency and precision. We believe that our DNA off-target analysis and the HF-CBE can promote CRISPR-assisted genome engineering over conventional gene manipulation tools by providing a markerless genetic tool without need for a foreign DNA donor.
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Efficient gene editing in induced pluripotent stem cells enabled by an inducible adenine base editor with tunable expression.
The preferred method for disease modeling using induced pluripotent stem cells (iPSCs) is to generate isogenic cell lines by correcting or introducing pathogenic mutations. Base editing enables the precise installation of point mutations at specific genomic locations without the need for deleterious double-strand breaks used in the CRISPR-Cas9 gene editing methods. We created a bulk population of iPSCs that homogeneously express ABE8e adenine base editor enzyme under a doxycycline-inducible expression system at the AAVS1 safe harbor locus. These cells enabled fast, efficient and inducible gene editing at targeted genomic regions, eliminating the need for single-cell cloning and screening to identify those with homozygous mutations. We could achieve multiplex genomic editing by creating homozygous mutations in very high efficiencies at four independent genomic loci simultaneously in AAVS1-iABE8e iPSCs, which is highly challenging with previously described methods. The inducible ABE8e expression system allows editing of the genes of interest within a specific time window, enabling temporal control of gene editing to study the cell or lineage-specific functions of genes and their molecular pathways. In summary, the inducible ABE8e system provides a fast, efficient and versatile gene-editing tool for disease modeling and functional genomic studies.
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CRISPR-Cas9-Mediated Cytosine Base Editing Screen for the Functional Assessment of CALR Intron Variants in Japanese Encephalitis Virus Replication.
The Japanese encephalitis virus (JEV) is a mosquito-borne flavivirus that causes viral encephalitis in humans, pigs and other mammals across Asia and the Western Pacific. Genetic screening tools such as CRISPR screening, DNA sequencing and RNA interference have greatly improved our understanding of JEV replication and its potential antiviral approaches. However, information on exon and intron mutations associated with JEV replication is still scanty. CRISPR-Cas9-mediated cytosine base editing can efficiently generate C: G-to-T: A conversion in the genome of living cells. One intriguing application of base editing is to screen pivotal variants for gene function that is yet to be achieved in pigs. Here, we illustrate that CRISPR-Cas9-mediated cytosine base editor, known as AncBE4max, can be used for the functional analysis of calreticulin (CALR) variants. We conducted a CRISPR-Cas9-mediated cytosine base editing screen using 457 single guide RNAs (sgRNAs) against all exons and introns of CALR to identify loss-of-function variants involved in JEV replication. We unexpectedly uncovered that two enriched sgRNAs targeted the same site in intron-2 of the CALR gene. We found that mutating four consecutive G bases in the intron-2 of the CALR gene to four A bases significantly inhibited JEV replication. Thus, we established a CRISPR-Cas9-mediated cytosine-base-editing point mutation screening technique in pigs. Our results suggest that CRISPR-mediated base editing is a powerful tool for identifying the antiviral functions of variants in the coding and noncoding regions of the CALR gene.
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