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1.
Annu Rev Immunol ; 37: 571-597, 2019 04 26.
Article in English | MEDLINE | ID: mdl-30698999

ABSTRACT

CRISPR technology has opened a new era of genome interrogation and genome engineering. Discovered in bacteria, where it protects against bacteriophage by cleaving foreign nucleic acid sequences, the CRISPR system has been repurposed as an adaptable tool for genome editing and multiple other applications. CRISPR's ease of use, precision, and versatility have led to its widespread adoption, accelerating biomedical research and discovery in human cells and model organisms. Here we review CRISPR-based tools and discuss how they are being applied to decode the genetic circuits that control immune function in health and disease. Genetic variation in immune cells can affect autoimmune disease risk, infectious disease pathogenesis, and cancer immunotherapies. CRISPR provides unprecedented opportunities for functional mechanistic studies of coding and noncoding genome sequence function in immunity. Finally, we discuss the potential of CRISPR technology to engineer synthetic cellular immunotherapies for a wide range of human diseases.


Subject(s)
Autoimmune Diseases/immunology , Cell- and Tissue-Based Therapy/methods , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Infections/immunology , Neoplasms/immunology , Animals , Autoimmune Diseases/genetics , CRISPR-Cas Systems , Gene Editing , Genetic Predisposition to Disease , Genetic Variation , Humans , Immunity , Infections/genetics , Neoplasms/genetics
2.
Annu Rev Biochem ; 93(1): 139-161, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38598855

ABSTRACT

CRISPR-Cas (clustered regularly interspaced short palindromic repeats-CRISPR-associated nuclease) defense systems have been naturally coopted for guide RNA-directed transposition on multiple occasions. In all cases, cooption occurred with diverse elements related to the bacterial transposon Tn7. Tn7 tightly controls transposition; the transposase is activated only when special targets are recognized by dedicated target-site selection proteins. Tn7 and the Tn7-like elements that coopted CRISPR-Cas systems evolved complementary targeting pathways: one that recognizes a highly conserved site in the chromosome and a second pathway that targets mobile plasmids capable of cell-to-cell transfer. Tn7 and Tn7-like elements deliver a single integration into the site they recognize and also control the orientation of the integration event, providing future potential for use as programmable gene-integration tools. Early work has shown that guide RNA-directed transposition systems can be adapted to diverse hosts, even within microbial communities, suggesting great potential for engineering these systems as powerful gene-editing tools.


Subject(s)
CRISPR-Cas Systems , DNA Transposable Elements , RNA, Guide, CRISPR-Cas Systems , Transposases , DNA Transposable Elements/genetics , RNA, Guide, CRISPR-Cas Systems/genetics , RNA, Guide, CRISPR-Cas Systems/metabolism , Transposases/metabolism , Transposases/genetics , Gene Editing/methods , Bacteria/genetics , Plasmids/metabolism , Plasmids/genetics , Clustered Regularly Interspaced Short Palindromic Repeats
3.
Cell ; 187(5): 1076-1100, 2024 Feb 29.
Article in English | MEDLINE | ID: mdl-38428389

ABSTRACT

Genome editing has been a transformative force in the life sciences and human medicine, offering unprecedented opportunities to dissect complex biological processes and treat the underlying causes of many genetic diseases. CRISPR-based technologies, with their remarkable efficiency and easy programmability, stand at the forefront of this revolution. In this Review, we discuss the current state of CRISPR gene editing technologies in both research and therapy, highlighting limitations that constrain them and the technological innovations that have been developed in recent years to address them. Additionally, we examine and summarize the current landscape of gene editing applications in the context of human health and therapeutics. Finally, we outline potential future developments that could shape gene editing technologies and their applications in the coming years.


Subject(s)
CRISPR-Cas Systems , Gene Editing , Humans , Biological Science Disciplines , Genetic Therapy , Technology
4.
Cell ; 187(10): 2411-2427.e25, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38608704

ABSTRACT

We set out to exhaustively characterize the impact of the cis-chromatin environment on prime editing, a precise genome engineering tool. Using a highly sensitive method for mapping the genomic locations of randomly integrated reporters, we discover massive position effects, exemplified by editing efficiencies ranging from ∼0% to 94% for an identical target site and edit. Position effects on prime editing efficiency are well predicted by chromatin marks, e.g., positively by H3K79me2 and negatively by H3K9me3. Next, we developed a multiplex perturbational framework to assess the interaction of trans-acting factors with the cis-chromatin environment on editing outcomes. Applying this framework to DNA repair factors, we identify HLTF as a context-dependent repressor of prime editing. Finally, several lines of evidence suggest that active transcriptional elongation enhances prime editing. Consistent with this, we show we can robustly decrease or increase the efficiency of prime editing by preceding it with CRISPR-mediated silencing or activation, respectively.


Subject(s)
CRISPR-Cas Systems , Chromatin , Epigenesis, Genetic , Gene Editing , Humans , Chromatin/metabolism , Chromatin/genetics , CRISPR-Cas Systems/genetics , Gene Editing/methods , Histones/metabolism , Transcription Factors/metabolism , Histone Code
5.
Cell ; 187(15): 3936-3952.e19, 2024 Jul 25.
Article in English | MEDLINE | ID: mdl-38936359

ABSTRACT

Duplication is a foundation of molecular evolution and a driver of genomic and complex diseases. Here, we develop a genome editing tool named Amplification Editing (AE) that enables programmable DNA duplication with precision at chromosomal scale. AE can duplicate human genomes ranging from 20 bp to 100 Mb, a size comparable to human chromosomes. AE exhibits activity across various cell types, encompassing diploid, haploid, and primary cells. AE exhibited up to 73.0% efficiency for 1 Mb and 3.4% for 100 Mb duplications, respectively. Whole-genome sequencing and deep sequencing of the junctions of edited sequences confirm the precision of duplication. AE can create chromosomal microduplications within disease-relevant regions in embryonic stem cells, indicating its potential for generating cellular and animal models. AE is a precise and efficient tool for chromosomal engineering and DNA duplication, broadening the landscape of precision genome editing from an individual genetic locus to the chromosomal scale.


Subject(s)
Gene Duplication , Gene Editing , Genome, Human , Humans , Gene Editing/methods , CRISPR-Cas Systems/genetics , DNA/genetics , Animals , Embryonic Stem Cells/metabolism , Chromosomes, Human/genetics
6.
Cell ; 187(13): 3249-3261.e14, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38781968

ABSTRACT

Thermostable clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated (Cas9) enzymes could improve genome-editing efficiency and delivery due to extended protein lifetimes. However, initial experimentation demonstrated Geobacillus stearothermophilus Cas9 (GeoCas9) to be virtually inactive when used in cultured human cells. Laboratory-evolved variants of GeoCas9 overcome this natural limitation by acquiring mutations in the wedge (WED) domain that produce >100-fold-higher genome-editing levels. Cryoelectron microscopy (cryo-EM) structures of the wild-type and improved GeoCas9 (iGeoCas9) enzymes reveal extended contacts between the WED domain of iGeoCas9 and DNA substrates. Biochemical analysis shows that iGeoCas9 accelerates DNA unwinding to capture substrates under the magnesium-restricted conditions typical of mammalian but not bacterial cells. These findings enabled rational engineering of other Cas9 orthologs to enhance genome-editing levels, pointing to a general strategy for editing enzyme improvement. Together, these results uncover a new role for the Cas9 WED domain in DNA unwinding and demonstrate how accelerated target unwinding dramatically improves Cas9-induced genome-editing activity.


Subject(s)
CRISPR-Associated Protein 9 , CRISPR-Cas Systems , Cryoelectron Microscopy , DNA , Gene Editing , Humans , Bacterial Proteins/metabolism , Bacterial Proteins/genetics , Bacterial Proteins/chemistry , CRISPR-Associated Protein 9/metabolism , CRISPR-Associated Protein 9/genetics , CRISPR-Cas Systems/genetics , DNA/metabolism , DNA/genetics , Gene Editing/methods , Geobacillus stearothermophilus/genetics , Geobacillus stearothermophilus/metabolism , HEK293 Cells , Protein Domains , Genome, Human , Models, Molecular , Protein Structure, Tertiary , Nucleic Acid Conformation , Biocatalysis , Magnesium/chemistry , Magnesium/metabolism
7.
Cell ; 187(9): 2129-2142.e17, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38670071

ABSTRACT

Interspecies blastocyst complementation (IBC) provides a unique platform to study development and holds the potential to overcome worldwide organ shortages. Despite recent successes, brain tissue has not been achieved through IBC. Here, we developed an optimized IBC strategy based on C-CRISPR, which facilitated rapid screening of candidate genes and identified that Hesx1 deficiency supported the generation of rat forebrain tissue in mice via IBC. Xenogeneic rat forebrain tissues in adult mice were structurally and functionally intact. Cross-species comparative analyses revealed that rat forebrain tissues developed at the same pace as the mouse host but maintained rat-like transcriptome profiles. The chimeric rate of rat cells gradually decreased as development progressed, suggesting xenogeneic barriers during mid-to-late pre-natal development. Interspecies forebrain complementation opens the door for studying evolutionarily conserved and divergent mechanisms underlying brain development and cognitive function. The C-CRISPR-based IBC strategy holds great potential to broaden the study and application of interspecies organogenesis.


Subject(s)
Prosencephalon , Animals , Prosencephalon/metabolism , Prosencephalon/embryology , Mice , Rats , Blastocyst/metabolism , Female , CRISPR-Cas Systems/genetics , Transcriptome , Organogenesis , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Male , Mice, Inbred C57BL
8.
Cell ; 187(15): 3973-3991.e24, 2024 Jul 25.
Article in English | MEDLINE | ID: mdl-38897195

ABSTRACT

The representation of odors in the locust antennal lobe with its >2,000 glomeruli has long remained a perplexing puzzle. We employed the CRISPR-Cas9 system to generate transgenic locusts expressing the genetically encoded calcium indicator GCaMP in olfactory sensory neurons. Using two-photon functional imaging, we mapped the spatial activation patterns representing a wide range of ecologically relevant odors across all six developmental stages. Our findings reveal a functionally ring-shaped organization of the antennal lobe composed of specific glomerular clusters. This configuration establishes an odor-specific chemotopic representation by encoding different chemical classes and ecologically distinct odors in the form of glomerular rings. The ring-shaped glomerular arrangement, which we confirm by selective targeting of OR70a-expressing sensory neurons, occurs throughout development, and the odor-coding pattern within the glomerular population is consistent across developmental stages. Mechanistically, this unconventional spatial olfactory code reflects the locust-specific and multiplexed glomerular innervation pattern of the antennal lobe.


Subject(s)
Arthropod Antennae , Odorants , Olfactory Receptor Neurons , Animals , Olfactory Receptor Neurons/metabolism , Arthropod Antennae/physiology , Smell/physiology , Grasshoppers/physiology , Animals, Genetically Modified , CRISPR-Cas Systems/genetics , Olfactory Pathways/physiology , Receptors, Odorant/metabolism , Receptors, Odorant/genetics , Locusta migratoria/physiology , Calcium/metabolism
9.
Cell ; 187(9): 2209-2223.e16, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38670073

ABSTRACT

Nuclear factor κB (NF-κB) plays roles in various diseases. Many inflammatory signals, such as circulating lipopolysaccharides (LPSs), activate NF-κB via specific receptors. Using whole-genome CRISPR-Cas9 screens of LPS-treated cells that express an NF-κB-driven suicide gene, we discovered that the LPS receptor Toll-like receptor 4 (TLR4) is specifically dependent on the oligosaccharyltransferase complex OST-A for N-glycosylation and cell-surface localization. The tool compound NGI-1 inhibits OST complexes in vivo, but the underlying molecular mechanism remained unknown. We did a CRISPR base-editor screen for NGI-1-resistant variants of STT3A, the catalytic subunit of OST-A. These variants, in conjunction with cryoelectron microscopy studies, revealed that NGI-1 binds the catalytic site of STT3A, where it traps a molecule of the donor substrate dolichyl-PP-GlcNAc2-Man9-Glc3, suggesting an uncompetitive inhibition mechanism. Our results provide a rationale for and an initial step toward the development of STT3A-specific inhibitors and illustrate the power of contemporaneous base-editor and structural studies to define drug mechanism of action.


Subject(s)
CRISPR-Cas Systems , Hexosyltransferases , Lipopolysaccharides , Membrane Proteins , NF-kappa B , Signal Transduction , Toll-Like Receptor 4 , Hexosyltransferases/metabolism , Hexosyltransferases/genetics , NF-kappa B/metabolism , Membrane Proteins/metabolism , Membrane Proteins/genetics , Humans , Toll-Like Receptor 4/metabolism , Animals , CRISPR-Cas Systems/genetics , Lipopolysaccharides/metabolism , Lipopolysaccharides/pharmacology , Mice , HEK293 Cells , Inflammation/metabolism , Inflammation/genetics , Glycosylation , Cryoelectron Microscopy , Catalytic Domain , Clustered Regularly Interspaced Short Palindromic Repeats/genetics
10.
Cell ; 187(13): 3236-3248.e21, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38772369

ABSTRACT

Leveraging AAVs' versatile tropism and labeling capacity, we expanded the scale of in vivo CRISPR screening with single-cell transcriptomic phenotyping across embryonic to adult brains and peripheral nervous systems. Through extensive tests of 86 vectors across AAV serotypes combined with a transposon system, we substantially amplified labeling efficacy and accelerated in vivo gene delivery from weeks to days. Our proof-of-principle in utero screen identified the pleiotropic effects of Foxg1, highlighting its tight regulation of distinct networks essential for cell fate specification of Layer 6 corticothalamic neurons. Notably, our platform can label >6% of cerebral cells, surpassing the current state-of-the-art efficacy at <0.1% by lentivirus, to achieve analysis of over 30,000 cells in one experiment and enable massively parallel in vivo Perturb-seq. Compatible with various phenotypic measurements (single-cell or spatial multi-omics), it presents a flexible approach to interrogate gene function across cell types in vivo, translating gene variants to their causal function.


Subject(s)
Gene Regulatory Networks , Single-Cell Analysis , Animals , Female , Humans , Mice , Cerebral Cortex/metabolism , Cerebral Cortex/cytology , CRISPR-Cas Systems/genetics , Dependovirus/genetics , Forkhead Transcription Factors/metabolism , Forkhead Transcription Factors/genetics , Genetic Vectors/metabolism , Mice, Inbred C57BL , Nerve Tissue Proteins/metabolism , Nerve Tissue Proteins/genetics , Neurons/metabolism , Neurons/cytology , Single-Cell Analysis/methods , Transcriptome/genetics , Cell Line , Transcription, Genetic
11.
Cell ; 187(14): 3671-3689.e23, 2024 Jul 11.
Article in English | MEDLINE | ID: mdl-38866017

ABSTRACT

Ongoing, early-stage clinical trials illustrate the translational potential of human pluripotent stem cell (hPSC)-based cell therapies in Parkinson's disease (PD). However, an unresolved challenge is the extensive cell death following transplantation. Here, we performed a pooled CRISPR-Cas9 screen to enhance postmitotic dopamine neuron survival in vivo. We identified p53-mediated apoptotic cell death as a major contributor to dopamine neuron loss and uncovered a causal link of tumor necrosis factor alpha (TNF-α)-nuclear factor κB (NF-κB) signaling in limiting cell survival. As a translationally relevant strategy to purify postmitotic dopamine neurons, we identified cell surface markers that enable purification without the need for genetic reporters. Combining cell sorting and treatment with adalimumab, a clinically approved TNF-α inhibitor, enabled efficient engraftment of postmitotic dopamine neurons with extensive reinnervation and functional recovery in a preclinical PD mouse model. Thus, transient TNF-α inhibition presents a clinically relevant strategy to enhance survival and enable engraftment of postmitotic hPSC-derived dopamine neurons in PD.


Subject(s)
Cell Survival , Dopaminergic Neurons , NF-kappa B , Tumor Necrosis Factor-alpha , Tumor Suppressor Protein p53 , Dopaminergic Neurons/metabolism , Animals , Humans , NF-kappa B/metabolism , Tumor Suppressor Protein p53/metabolism , Tumor Necrosis Factor-alpha/metabolism , Mice , Cell Survival/drug effects , Signal Transduction , Parkinson Disease/metabolism , Pluripotent Stem Cells/metabolism , Apoptosis , Disease Models, Animal , CRISPR-Cas Systems
12.
Annu Rev Biochem ; 92: 43-79, 2023 06 20.
Article in English | MEDLINE | ID: mdl-37018843

ABSTRACT

DNA-editing enzymes perform chemical reactions on DNA nucleobases. These reactions can change the genetic identity of the modified base or modulate gene expression. Interest in DNA-editing enzymes has burgeoned in recent years due to the advent of clustered regularly interspaced short palindromic repeat-associated (CRISPR-Cas) systems, which can be used to direct their DNA-editing activity to specific genomic loci of interest. In this review, we showcase DNA-editing enzymes that have been repurposed or redesigned and developed into programmable base editors. These include deaminases, glycosylases, methyltransferases, and demethylases. We highlight the astounding degree to which these enzymes have been redesigned, evolved, and refined and present these collective engineering efforts as a paragon for future efforts to repurpose and engineer other families of enzymes. Collectively, base editors derived from these DNA-editing enzymes facilitate programmable point mutation introduction and gene expression modulation by targeted chemical modification of nucleobases.


Subject(s)
CRISPR-Cas Systems , Gene Editing , CRISPR-Associated Protein 9/genetics , Genome , DNA/genetics , DNA/metabolism
13.
Cell ; 186(21): 4567-4582.e20, 2023 10 12.
Article in English | MEDLINE | ID: mdl-37794590

ABSTRACT

CRISPR-Cas9 genome editing has enabled advanced T cell therapies, but occasional loss of the targeted chromosome remains a safety concern. To investigate whether Cas9-induced chromosome loss is a universal phenomenon and evaluate its clinical significance, we conducted a systematic analysis in primary human T cells. Arrayed and pooled CRISPR screens revealed that chromosome loss was generalizable across the genome and resulted in partial and entire loss of the targeted chromosome, including in preclinical chimeric antigen receptor T cells. T cells with chromosome loss persisted for weeks in culture, implying the potential to interfere with clinical use. A modified cell manufacturing process, employed in our first-in-human clinical trial of Cas9-engineered T cells (NCT03399448), reduced chromosome loss while largely preserving genome editing efficacy. Expression of p53 correlated with protection from chromosome loss observed in this protocol, suggesting both a mechanism and strategy for T cell engineering that mitigates this genotoxicity in the clinic.


Subject(s)
CRISPR-Cas Systems , Chromosome Aberrations , Gene Editing , T-Lymphocytes , Humans , Chromosomes , CRISPR-Cas Systems/genetics , DNA Damage , Gene Editing/methods , Clinical Trials as Topic
14.
Cell ; 186(22): 4920-4935.e23, 2023 10 26.
Article in English | MEDLINE | ID: mdl-37776859

ABSTRACT

SpCas9 and AsCas12a are widely utilized as genome-editing tools in human cells. However, their relatively large size poses a limitation for delivery by cargo-size-limited adeno-associated virus (AAV) vectors. The type V-F Cas12f from Acidibacillus sulfuroxidans is exceptionally compact (422 amino acids) and has been harnessed as a compact genome-editing tool. Here, we developed an approach, combining deep mutational scanning and structure-informed design, to successfully generate two AsCas12f activity-enhanced (enAsCas12f) variants. Remarkably, the enAsCas12f variants exhibited genome-editing activities in human cells comparable with those of SpCas9 and AsCas12a. The cryoelectron microscopy (cryo-EM) structures revealed that the mutations stabilize the dimer formation and reinforce interactions with nucleic acids to enhance their DNA cleavage activities. Moreover, enAsCas12f packaged with partner genes in an all-in-one AAV vector exhibited efficient knock-in/knock-out activities and transcriptional activation in mice. Taken together, enAsCas12f variants could offer a minimal genome-editing platform for in vivo gene therapy.


Subject(s)
CRISPR-Cas Systems , Gene Editing , Animals , Humans , Mice , Cryoelectron Microscopy , Mutation , Genetic Therapy
15.
Cell ; 186(2): 446-460.e19, 2023 01 19.
Article in English | MEDLINE | ID: mdl-36638795

ABSTRACT

Precise targeting of large transgenes to T cells using homology-directed repair has been transformative for adoptive cell therapies and T cell biology. Delivery of DNA templates via adeno-associated virus (AAV) has greatly improved knockin efficiencies, but the tropism of current AAV serotypes restricts their use to human T cells employed in immunodeficient mouse models. To enable targeted knockins in murine T cells, we evolved Ark313, a synthetic AAV that exhibits high transduction efficiency in murine T cells. We performed a genome-wide knockout screen and identified QA2 as an essential factor for Ark313 infection. We demonstrate that Ark313 can be used for nucleofection-free DNA delivery, CRISPR-Cas9-mediated knockouts, and targeted integration of large transgenes. Ark313 enables preclinical modeling of Trac-targeted CAR-T and transgenic TCR-T cells in immunocompetent models. Efficient gene targeting in murine T cells holds great potential for improved cell therapies and opens avenues in experimental T cell immunology.


Subject(s)
Dependovirus , Genetic Engineering , T-Lymphocytes , Animals , Mice , CRISPR-Cas Systems/genetics , Dependovirus/genetics , Gene Targeting , Genetic Engineering/methods
16.
Cell ; 186(9): 1863-1876.e16, 2023 04 27.
Article in English | MEDLINE | ID: mdl-37030292

ABSTRACT

Over the past few years, numerous anti-phage defense systems have been discovered in bacteria. Although the mechanism of defense for some of these systems is understood, a major unanswered question is how these systems sense phage infection. To systematically address this question, we isolated 177 phage mutants that escape 15 different defense systems. In many cases, these escaper phages were mutated in the gene sensed by the defense system, enabling us to map the phage determinants that confer sensitivity to bacterial immunity. Our data identify specificity determinants of diverse retron systems and reveal phage-encoded triggers for multiple abortive infection systems. We find general themes in phage sensing and demonstrate that mechanistically diverse systems have converged to sense either the core replication machinery of the phage, phage structural components, or host takeover mechanisms. Combining our data with previous findings, we formulate key principles on how bacterial immune systems sense phage invaders.


Subject(s)
Bacteria , Bacteriophages , Bacteria/genetics , Bacteria/virology , Bacteriophages/genetics , CRISPR-Cas Systems , Viral Proteins/metabolism , Mutation , Bacterial Physiological Phenomena
17.
Cell ; 186(11): 2456-2474.e24, 2023 05 25.
Article in English | MEDLINE | ID: mdl-37137305

ABSTRACT

Systematic evaluation of the impact of genetic variants is critical for the study and treatment of human physiology and disease. While specific mutations can be introduced by genome engineering, we still lack scalable approaches that are applicable to the important setting of primary cells, such as blood and immune cells. Here, we describe the development of massively parallel base-editing screens in human hematopoietic stem and progenitor cells. Such approaches enable functional screens for variant effects across any hematopoietic differentiation state. Moreover, they allow for rich phenotyping through single-cell RNA sequencing readouts and separately for characterization of editing outcomes through pooled single-cell genotyping. We efficiently design improved leukemia immunotherapy approaches, comprehensively identify non-coding variants modulating fetal hemoglobin expression, define mechanisms regulating hematopoietic differentiation, and probe the pathogenicity of uncharacterized disease-associated variants. These strategies will advance effective and high-throughput variant-to-function mapping in human hematopoiesis to identify the causes of diverse diseases.


Subject(s)
Gene Editing , Hematopoietic Stem Cells , Humans , Cell Differentiation , CRISPR-Cas Systems , Genome , Hematopoiesis , Hematopoietic Stem Cells/metabolism , Genetic Engineering , Single-Cell Analysis
18.
Cell ; 186(10): 2256-2272.e23, 2023 05 11.
Article in English | MEDLINE | ID: mdl-37119812

ABSTRACT

Applications of prime editing are often limited due to insufficient efficiencies, and it can require substantial time and resources to determine the most efficient pegRNAs and prime editors (PEs) to generate a desired edit under various experimental conditions. Here, we evaluated prime editing efficiencies for a total of 338,996 pairs of pegRNAs including 3,979 epegRNAs and target sequences in an error-free manner. These datasets enabled a systematic determination of factors affecting prime editing efficiencies. Then, we developed computational models, named DeepPrime and DeepPrime-FT, that can predict prime editing efficiencies for eight prime editing systems in seven cell types for all possible types of editing of up to 3 base pairs. We also extensively profiled the prime editing efficiencies at mismatched targets and developed a computational model predicting editing efficiencies at such targets. These computational models, together with our improved knowledge about prime editing efficiency determinants, will greatly facilitate prime editing applications.


Subject(s)
Computer Simulation , Gene Editing , RNA, Guide, CRISPR-Cas Systems , CRISPR-Cas Systems , Gene Editing/methods , Knowledge , RNA, Guide, CRISPR-Cas Systems/chemistry , Organ Specificity , Datasets as Topic
19.
Cell ; 186(7): 1302-1304, 2023 03 30.
Article in English | MEDLINE | ID: mdl-37001495

ABSTRACT

CRISPR-Cas9-based base editing allows precise base editing to achieve conversion of adenosine to guanine or cytosine to thymidine. In this issue of Cell, McAuley et al. use adenine base editing to correct a single base-pair mutation causing human CD3δ deficiency, demonstrating superior efficiency of genetic correction with reduced undesired genetic alterations compared with standard CRISPR-Cas9 editing.


Subject(s)
CRISPR-Cas Systems , Gene Editing , Immune System Diseases , Humans , Adenine , CRISPR-Cas Systems/genetics , Genetic Therapy , Mutation , Genetic Diseases, Inborn/genetics , Genetic Diseases, Inborn/therapy , Immune System Diseases/genetics , Immune System Diseases/therapy
20.
Cell ; 186(15): 3182-3195.e14, 2023 07 20.
Article in English | MEDLINE | ID: mdl-37379837

ABSTRACT

The elucidation of protein function and its exploitation in bioengineering have greatly advanced the life sciences. Protein mining efforts generally rely on amino acid sequences rather than protein structures. We describe here the use of AlphaFold2 to predict and subsequently cluster an entire protein family based on predicted structure similarities. We selected deaminase proteins to analyze and identified many previously unknown properties. We were surprised to find that most proteins in the DddA-like clade were not double-stranded DNA deaminases. We engineered the smallest single-strand-specific cytidine deaminase, enabling efficient cytosine base editor (CBE) to be packaged into a single adeno-associated virus (AAV). Importantly, we profiled a deaminase from this clade that edits robustly in soybean plants, which previously was inaccessible to CBEs. These discovered deaminases, based on AI-assisted structural predictions, greatly expand the utility of base editors for therapeutic and agricultural applications.


Subject(s)
Gene Editing , Proteins , Proteins/metabolism , Cytidine Deaminase/genetics , Cytidine Deaminase/metabolism , DNA , CRISPR-Cas Systems , Cytosine/metabolism
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