1
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Villiger L, Joung J, Koblan L, Weissman J, Abudayyeh OO, Gootenberg JS. CRISPR technologies for genome, epigenome and transcriptome editing. Nat Rev Mol Cell Biol 2024; 25:464-487. [PMID: 38308006 DOI: 10.1038/s41580-023-00697-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2023] [Indexed: 02/04/2024]
Abstract
Our ability to edit genomes lags behind our capacity to sequence them, but the growing understanding of CRISPR biology and its application to genome, epigenome and transcriptome engineering is narrowing this gap. In this Review, we discuss recent developments of various CRISPR-based systems that can transiently or permanently modify the genome and the transcriptome. The discovery of further CRISPR enzymes and systems through functional metagenomics has meaningfully broadened the applicability of CRISPR-based editing. Engineered Cas variants offer diverse capabilities such as base editing, prime editing, gene insertion and gene regulation, thereby providing a panoply of tools for the scientific community. We highlight the strengths and weaknesses of current CRISPR tools, considering their efficiency, precision, specificity, reliance on cellular DNA repair mechanisms and their applications in both fundamental biology and therapeutics. Finally, we discuss ongoing clinical trials that illustrate the potential impact of CRISPR systems on human health.
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Affiliation(s)
- Lukas Villiger
- McGovern Institute for Brain Research, Massachusetts Institute of Technology Cambridge, Cambridge, MA, USA
| | - Julia Joung
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Luke Koblan
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jonathan Weissman
- Whitehead Institute for Biomedical Research, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Omar O Abudayyeh
- McGovern Institute for Brain Research, Massachusetts Institute of Technology Cambridge, Cambridge, MA, USA.
| | - Jonathan S Gootenberg
- McGovern Institute for Brain Research, Massachusetts Institute of Technology Cambridge, Cambridge, MA, USA.
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2
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Mao H, Tian Y, Wang Z, Liu J, Wei J, Wang Y, Tao C, Li M, Wang S, Shen L, Tang J, Wang R, Gao S, Lan F, Wang Y. Discovery and engineering of Tsp2Cas9 for genome editing. Cell Discov 2024; 10:55. [PMID: 38769322 PMCID: PMC11106062 DOI: 10.1038/s41421-024-00685-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 04/30/2024] [Indexed: 05/22/2024] Open
Affiliation(s)
- Huilin Mao
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Yuwen Tian
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Ziwen Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Jingtong Liu
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Jingjing Wei
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Yao Wang
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Chen Tao
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Miaomiao Li
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Shengzhou Wang
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Li Shen
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China
| | - Junnan Tang
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Rui Wang
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China.
| | - Song Gao
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China.
| | - Feng Lan
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Yongming Wang
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
- Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, School of Life Sciences, Zhongshan Hospital, Human Phenome Institute, Shanghai Engineering Research Center of Industrial Microorganisms, Fudan University, Shanghai, China.
- International Human Phenome Institutes, Shanghai, China.
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3
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Bhattacharya S, Agarwal A, Muniyappa K. Deciphering the Substrate Specificity Reveals that CRISPR-Cas12a Is a Bifunctional Enzyme with Both Endo- and Exonuclease Activities. J Mol Biol 2024; 436:168550. [PMID: 38575054 DOI: 10.1016/j.jmb.2024.168550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 03/20/2024] [Accepted: 03/21/2024] [Indexed: 04/06/2024]
Abstract
The class 2 CRISPR-Cas9 and CRISPR-Cas12a systems, originally described as adaptive immune systems of bacteria and archaea, have emerged as versatile tools for genome-editing, with applications in biotechnology and medicine. However, significantly less is known about their substrate specificity, but such knowledge may provide instructive insights into their off-target cleavage and previously unrecognized mechanism of action. Here, we document that the Acidaminococcus sp. Cas12a (AsCas12a) binds preferentially, and independently of crRNA, to a suite of branched DNA structures, such as the Holliday junction (HJ), replication fork and D-loops, compared with single- or double-stranded DNA, and promotes their degradation. Further, our study revealed that AsCas12a binds to the HJ, specifically at the crossover region, protects it from DNase I cleavage and renders a pair of thymine residues in the HJ homologous core hypersensitive to KMnO4 oxidation, suggesting DNA melting and/or distortion. Notably, these structural changes enabled AsCas12a to resolve HJ into nonligatable intermediates, and subsequently their complete degradation. We further demonstrate that crRNA impedes HJ cleavage by AsCas12a, and that of Lachnospiraceae bacterium Cas12a, without affecting their DNA-binding ability. We identified a separation-of-function variant, which uncouples DNA-binding and DNA cleavage activities of AsCas12a. Importantly, we found robust evidence that AsCas12a endonuclease also has 3'-to-5' and 5'-to-3' exonuclease activity, and that these two activities synergistically promote degradation of DNA, yielding di- and mononucleotides. Collectively, this study significantly advances knowledge about the substrate specificity of AsCas12a and provides important insights into the degradation of different types of DNA substrates.
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Affiliation(s)
- Supreet Bhattacharya
- Department of Biochemistry, Indian Institute of Science, Bengaluru 560012, India
| | - Ankit Agarwal
- Department of Biochemistry, Indian Institute of Science, Bengaluru 560012, India
| | - Kalappa Muniyappa
- Department of Biochemistry, Indian Institute of Science, Bengaluru 560012, India.
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4
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Pedrazzoli E, Demozzi M, Visentin E, Ciciani M, Bonuzzi I, Pezzè L, Lucchetta L, Maule G, Amistadi S, Esposito F, Lupo M, Miccio A, Auricchio A, Casini A, Segata N, Cereseto A. CoCas9 is a compact nuclease from the human microbiome for efficient and precise genome editing. Nat Commun 2024; 15:3478. [PMID: 38658578 PMCID: PMC11043407 DOI: 10.1038/s41467-024-47800-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 04/11/2024] [Indexed: 04/26/2024] Open
Abstract
The expansion of the CRISPR-Cas toolbox is highly needed to accelerate the development of therapies for genetic diseases. Here, through the interrogation of a massively expanded repository of metagenome-assembled genomes, mostly from human microbiomes, we uncover a large variety (n = 17,173) of type II CRISPR-Cas loci. Among these we identify CoCas9, a strongly active and high-fidelity nuclease with reduced molecular size (1004 amino acids) isolated from an uncultivated Collinsella species. CoCas9 is efficiently co-delivered with its sgRNA through adeno associated viral (AAV) vectors, obtaining efficient in vivo editing in the mouse retina. With this study we uncover a collection of previously uncharacterized Cas9 nucleases, including CoCas9, which enriches the genome editing toolbox.
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Affiliation(s)
- Eleonora Pedrazzoli
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | - Michele Demozzi
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | - Elisabetta Visentin
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | - Matteo Ciciani
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | - Ilaria Bonuzzi
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | | | - Lorenzo Lucchetta
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | - Giulia Maule
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
| | - Simone Amistadi
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy
- Université de Paris, Imagine Institute, Laboratory of chromatin and gene regulation during development, INSERM, UMR 1163, Paris, France
| | - Federica Esposito
- Telethon Institute of Genetics and Medicine (TIGEM), 80078, Pozzuoli (NA), Italy
| | - Mariangela Lupo
- Telethon Institute of Genetics and Medicine (TIGEM), 80078, Pozzuoli (NA), Italy
| | - Annarita Miccio
- Université de Paris, Imagine Institute, Laboratory of chromatin and gene regulation during development, INSERM, UMR 1163, Paris, France
| | - Alberto Auricchio
- Telethon Institute of Genetics and Medicine (TIGEM), 80078, Pozzuoli (NA), Italy
- Medical Genetics, Department of Advanced Biomedical Sciences, University of Naples "Federico II", 80131, Naples, Italy
| | | | - Nicola Segata
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy.
| | - Anna Cereseto
- Department of Computational, Cellular and Integrative Biology (CIBIO), University of Trento, 38123, Trento, Italy.
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5
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Bigelyte G, Duchovska B, Zedaveinyte R, Sasnauskas G, Sinkunas T, Dalgediene I, Tamulaitiene G, Silanskas A, Kazlauskas D, Valančauskas L, Madariaga-Marcos J, Seidel R, Siksnys V, Karvelis T. Innate programmable DNA binding by CRISPR-Cas12m effectors enable efficient base editing. Nucleic Acids Res 2024; 52:3234-3248. [PMID: 38261981 PMCID: PMC11013384 DOI: 10.1093/nar/gkae016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 12/20/2023] [Accepted: 01/10/2024] [Indexed: 01/25/2024] Open
Abstract
Cas9 and Cas12 nucleases of class 2 CRISPR-Cas systems provide immunity in prokaryotes through RNA-guided cleavage of foreign DNA. Here we characterize a set of compact CRISPR-Cas12m (subtype V-M) effector proteins and show that they provide protection against bacteriophages and plasmids through the targeted DNA binding rather than DNA cleavage. Biochemical assays suggest that Cas12m effectors can act as roadblocks inhibiting DNA transcription and/or replication, thereby triggering interference against invaders. Cryo-EM structure of Gordonia otitidis (Go) Cas12m ternary complex provided here reveals the structural mechanism of DNA binding ensuring interference. Harnessing GoCas12m innate ability to bind DNA target we fused it with adenine deaminase TadA-8e and showed an efficient A-to-G editing in Escherichia coli and human cells. Overall, this study expands our understanding of the functionally diverse Cas12 protein family, revealing DNA-binding dependent interference mechanism of Cas12m effectors that could be harnessed for engineering of compact base-editing tools.
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Affiliation(s)
- Greta Bigelyte
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Brigita Duchovska
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Rimante Zedaveinyte
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Giedrius Sasnauskas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Tomas Sinkunas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Indre Dalgediene
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Giedre Tamulaitiene
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Arunas Silanskas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Darius Kazlauskas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Lukas Valančauskas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Julene Madariaga-Marcos
- Peter Debye Institute for Soft Matter Physics, University of Leipzig, Leipzig 04103, Germany
| | - Ralf Seidel
- Peter Debye Institute for Soft Matter Physics, University of Leipzig, Leipzig 04103, Germany
| | - Virginijus Siksnys
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
| | - Tautvydas Karvelis
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius LT-10257, Lithuania
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6
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Wang M, Rieber L, van Baaren J, Morgan M, Merrett S, McDowell I, Bowen T. Diverse Class 2 CRISPR Effectors as Active Nucleases with Expanded Targeting Capabilities. CRISPR J 2024; 7:120-130. [PMID: 38635326 DOI: 10.1089/crispr.2023.0058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/20/2024] Open
Abstract
CRISPR-Cas systems have proven effective in a variety of applications due to their ease of use and relatively high editing efficiency. Yet, any individual CRISPR-Cas system has inherent limitations, necessitating a diversity of RNA-guided nucleases to suit applications with distinct needs. We searched through metagenomic sequences to identify RNA-guided nucleases and found enzymes from diverse CRISPR-Cas types and subtypes, the most promising of which we developed into gene-editing platforms. Based on prior annotations of the metagenomic sequences, we establish the likely taxa and sampling locations where Class 2 CRISPR-Cas systems active in eukaryotes may be found. The newly discovered systems show robust capabilities as gene editors and base editors.
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Affiliation(s)
- Meng Wang
- UCB Biosciences Inc, Early Solutions, Cambridge, Massachusetts, USA
| | - Lila Rieber
- UCB Biosciences Inc, Early Solutions, Durham, North Carolina, USA
| | | | - Meaghan Morgan
- UCB Biosciences Inc, Early Solutions, Durham, North Carolina, USA
| | | | - Ian McDowell
- UCB Biosciences Inc, Early Solutions, Durham, North Carolina, USA
| | - Tyson Bowen
- UCB Biosciences Inc, Early Solutions, Durham, North Carolina, USA
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7
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Pudžiuvelytė I, Olechnovič K, Godliauskaite E, Sermokas K, Urbaitis T, Gasiunas G, Kazlauskas D. TemStaPro: protein thermostability prediction using sequence representations from protein language models. Bioinformatics 2024; 40:btae157. [PMID: 38507682 PMCID: PMC11001493 DOI: 10.1093/bioinformatics/btae157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 02/28/2024] [Accepted: 03/18/2024] [Indexed: 03/22/2024] Open
Abstract
MOTIVATION Reliable prediction of protein thermostability from its sequence is valuable for both academic and industrial research. This prediction problem can be tackled using machine learning and by taking advantage of the recent blossoming of deep learning methods for sequence analysis. These methods can facilitate training on more data and, possibly, enable the development of more versatile thermostability predictors for multiple ranges of temperatures. RESULTS We applied the principle of transfer learning to predict protein thermostability using embeddings generated by protein language models (pLMs) from an input protein sequence. We used large pLMs that were pre-trained on hundreds of millions of known sequences. The embeddings from such models allowed us to efficiently train and validate a high-performing prediction method using over one million sequences that we collected from organisms with annotated growth temperatures. Our method, TemStaPro (Temperatures of Stability for Proteins), was used to predict thermostability of CRISPR-Cas Class II effector proteins (C2EPs). Predictions indicated sharp differences among groups of C2EPs in terms of thermostability and were largely in tune with previously published and our newly obtained experimental data. AVAILABILITY AND IMPLEMENTATION TemStaPro software and the related data are freely available from https://github.com/ievapudz/TemStaPro and https://doi.org/10.5281/zenodo.7743637.
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Affiliation(s)
- Ieva Pudžiuvelytė
- Institute of Biotechnology, Life Sciences Center, Vilnius University, LT-10257 Vilnius, Lithuania
- Institute of Computer Science, Faculty of Mathematics and Informatics, Vilnius University, LT-08303 Vilnius, Lithuania
| | - Kliment Olechnovič
- Institute of Biotechnology, Life Sciences Center, Vilnius University, LT-10257 Vilnius, Lithuania
| | | | | | | | - Giedrius Gasiunas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, LT-10257 Vilnius, Lithuania
- CasZyme, LT-10257 Vilnius, Lithuania
| | - Darius Kazlauskas
- Institute of Biotechnology, Life Sciences Center, Vilnius University, LT-10257 Vilnius, Lithuania
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8
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Ruta GV, Ciciani M, Kheir E, Gentile MD, Amistadi S, Casini A, Cereseto A. Eukaryotic-driven directed evolution of Cas9 nucleases. Genome Biol 2024; 25:79. [PMID: 38528620 DOI: 10.1186/s13059-024-03215-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 03/13/2024] [Indexed: 03/27/2024] Open
Abstract
BACKGROUND Further advancement of genome editing highly depends on the development of tools with higher compatibility with eukaryotes. A multitude of described Cas9s have great potential but require optimization for genome editing purposes. Among these, the Cas9 from Campylobacter jejuni, CjCas9, has a favorable small size, facilitating delivery in mammalian cells. Nonetheless, its full exploitation is limited by its poor editing activity. RESULTS Here, we develop a Eukaryotic Platform to Improve Cas Activity (EPICA) to steer weakly active Cas9 nucleases into highly active enzymes by directed evolution. The EPICA platform is obtained by coupling Cas nuclease activity with yeast auxotrophic selection followed by mammalian cell selection through a sensitive reporter system. EPICA is validated with CjCas9, generating an enhanced variant, UltraCjCas9, following directed evolution rounds. UltraCjCas9 is up to 12-fold more active in mammalian endogenous genomic loci, while preserving high genome-wide specificity. CONCLUSIONS We report a eukaryotic pipeline allowing enhancement of Cas9 systems, setting the ground to unlock the multitude of RNA-guided nucleases existing in nature.
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Affiliation(s)
- Giulia Vittoria Ruta
- Laboratory of Molecular Virology, Department CIBIO, University of Trento, Trento, Italy.
| | - Matteo Ciciani
- Laboratory of Molecular Virology, Department CIBIO, University of Trento, Trento, Italy
- Laboratory of Computational Metagenomics, Department CIBIO, University of Trento, Trento, Italy
| | - Eyemen Kheir
- Laboratory of Molecular Virology, Department CIBIO, University of Trento, Trento, Italy
| | | | - Simone Amistadi
- Laboratory of Molecular Virology, Department CIBIO, University of Trento, Trento, Italy
- Present address: Laboratory of Chromatin and Gene Regulation During Development, Université de Paris, Imagine Institute, INSERM UMR 1163, Paris, France
| | | | - Anna Cereseto
- Laboratory of Molecular Virology, Department CIBIO, University of Trento, Trento, Italy.
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9
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Chu HY, Fong JHC, Thean DGL, Zhou P, Fung FKC, Huang Y, Wong ASL. Accurate top protein variant discovery via low-N pick-and-validate machine learning. Cell Syst 2024; 15:193-203.e6. [PMID: 38340729 DOI: 10.1016/j.cels.2024.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 10/11/2023] [Accepted: 01/18/2024] [Indexed: 02/12/2024]
Abstract
A strategy to obtain the greatest number of best-performing variants with least amount of experimental effort over the vast combinatorial mutational landscape would have enormous utility in boosting resource producibility for protein engineering. Toward this goal, we present a simple and effective machine learning-based strategy that outperforms other state-of-the-art methods. Our strategy integrates zero-shot prediction and multi-round sampling to direct active learning via experimenting with only a few predicted top variants. We find that four rounds of low-N pick-and-validate sampling of 12 variants for machine learning yielded the best accuracy of up to 92.6% in selecting the true top 1% variants in combinatorial mutant libraries, whereas two rounds of 24 variants can also be used. We demonstrate our strategy in successfully discovering high-performance protein variants from diverse families including the CRISPR-based genome editors, supporting its generalizable application for solving protein engineering tasks. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Hoi Yee Chu
- Laboratory of Combinatorial Genetics and Synthetic Biology, School of Biomedical Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China; Centre for Oncology and Immunology, Hong Kong Science Park, Hong Kong SAR, China
| | - John H C Fong
- Laboratory of Combinatorial Genetics and Synthetic Biology, School of Biomedical Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Dawn G L Thean
- Laboratory of Combinatorial Genetics and Synthetic Biology, School of Biomedical Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Peng Zhou
- Laboratory of Combinatorial Genetics and Synthetic Biology, School of Biomedical Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China; Centre for Oncology and Immunology, Hong Kong Science Park, Hong Kong SAR, China
| | - Frederic K C Fung
- Laboratory of Combinatorial Genetics and Synthetic Biology, School of Biomedical Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China; Centre for Oncology and Immunology, Hong Kong Science Park, Hong Kong SAR, China
| | - Yuanhua Huang
- School of Biomedical Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China; Department of Statistics and Actuarial Science, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Alan S L Wong
- Laboratory of Combinatorial Genetics and Synthetic Biology, School of Biomedical Sciences, The University of Hong Kong, Pokfulam, Hong Kong SAR, China; Centre for Oncology and Immunology, Hong Kong Science Park, Hong Kong SAR, China.
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10
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Adler BA, Trinidad MI, Bellieny-Rabelo D, Zhang E, Karp HM, Skopintsev P, Thornton BW, Weissman RF, Yoon P, Chen L, Hessler T, Eggers AR, Colognori D, Boger R, Doherty EE, Tsuchida CA, Tran RV, Hofman L, Shi H, Wasko KM, Zhou Z, Xia C, Al-Shimary MJ, Patel JR, Thomas VCJX, Pattali R, Kan MJ, Vardapetyan A, Yang A, Lahiri A, Maxwell MF, Murdock AG, Ramit GC, Henderson HR, Calvert RW, Bamert R, Knott GJ, Lapinaite A, Pausch P, Cofsky J, Sontheimer EJ, Wiedenheft B, Fineran PC, Brouns SJJ, Sashital DG, Thomas BC, Brown CT, Goltsman DSA, Barrangou R, Siksnys V, Banfield JF, Savage DF, Doudna JA. CasPEDIA Database: a functional classification system for class 2 CRISPR-Cas enzymes. Nucleic Acids Res 2024; 52:D590-D596. [PMID: 37889041 PMCID: PMC10767948 DOI: 10.1093/nar/gkad890] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/29/2023] [Accepted: 10/04/2023] [Indexed: 10/28/2023] Open
Abstract
CRISPR-Cas enzymes enable RNA-guided bacterial immunity and are widely used for biotechnological applications including genome editing. In particular, the Class 2 CRISPR-associated enzymes (Cas9, Cas12 and Cas13 families), have been deployed for numerous research, clinical and agricultural applications. However, the immense genetic and biochemical diversity of these proteins in the public domain poses a barrier for researchers seeking to leverage their activities. We present CasPEDIA (http://caspedia.org), the Cas Protein Effector Database of Information and Assessment, a curated encyclopedia that integrates enzymatic classification for hundreds of different Cas enzymes across 27 phylogenetic groups spanning the Cas9, Cas12 and Cas13 families, as well as evolutionarily related IscB and TnpB proteins. All enzymes in CasPEDIA were annotated with a standard workflow based on their primary nuclease activity, target requirements and guide-RNA design constraints. Our functional classification scheme, CasID, is described alongside current phylogenetic classification, allowing users to search related orthologs by enzymatic function and sequence similarity. CasPEDIA is a comprehensive data portal that summarizes and contextualizes enzymatic properties of widely used Cas enzymes, equipping users with valuable resources to foster biotechnological development. CasPEDIA complements phylogenetic Cas nomenclature and enables researchers to leverage the multi-faceted nucleic-acid targeting rules of diverse Class 2 Cas enzymes.
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Affiliation(s)
- Benjamin A Adler
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
| | - Marena I Trinidad
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Howard Hughes Medical Institute, University of California, Berkeley, CA 94720, USA
| | - Daniel Bellieny-Rabelo
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
| | - Elaine Zhang
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Howard Hughes Medical Institute, University of California, Berkeley, CA 94720, USA
| | - Hannah M Karp
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Chemistry, University of California, Berkeley, CA 94720, USA
| | - Petr Skopintsev
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
| | - Brittney W Thornton
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Rachel F Weissman
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Peter H Yoon
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - LinXing Chen
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Earth and Planetary Sciences, University of California, Berkeley, CA 94720, USA
| | - Tomas Hessler
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Earth and Planetary Sciences, University of California, Berkeley, CA 94720, USA
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720, USA
- EGSB Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Amy R Eggers
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - David Colognori
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Ron Boger
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
| | - Erin E Doherty
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
| | - Connor A Tsuchida
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- University of California, Berkeley - University of California, San Francisco Graduate Program in Bioengineering, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Ryan V Tran
- Department of Chemistry, University of California, Berkeley, CA 94720, USA
| | - Laura Hofman
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
- Graduate School of Life Sciences, Utrecht University, 3584 CS Utrecht, UT, The Netherlands
| | - Honglue Shi
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Howard Hughes Medical Institute, University of California, Berkeley, CA 94720, USA
| | - Kevin M Wasko
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Zehan Zhou
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Chenglong Xia
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
| | - Muntathar J Al-Shimary
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Jaymin R Patel
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
| | - Vienna C J X Thomas
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Chemistry, University of California, Berkeley, CA 94720, USA
| | - Rithu Pattali
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Matthew J Kan
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Pediatrics, Division of Allergy, Immunology, and Bone Marrow Transplantation, University of California, San Francisco, CA 94158, USA
| | - Anna Vardapetyan
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
| | - Alana Yang
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Arushi Lahiri
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Micaela F Maxwell
- Department of Chemistry and Biochemistry, Hampton University, Hampton, VA 23668, USA
| | - Andrew G Murdock
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
| | - Glenn C Ramit
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
| | - Hope R Henderson
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
| | - Roland W Calvert
- Monash Biomedicine Discovery Institute, Department of Biochemistry and Molecular Biology, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC 3168, Australia
| | - Rebecca S Bamert
- Monash Biomedicine Discovery Institute, Department of Biochemistry and Molecular Biology, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC 3168, Australia
| | - Gavin J Knott
- Monash Biomedicine Discovery Institute, Department of Biochemistry and Molecular Biology, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC 3168, Australia
| | - Audrone Lapinaite
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85281, USA
- Arizona State University-Banner Neurodegenerative Disease Research Center at the Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA
- Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA
| | - Patrick Pausch
- LSC-EMBL Partnership Institute for Genome Editing Technologies, Life Sciences Center, Vilnius University, Vilnius 10257, Lithuania
| | - Joshua C Cofsky
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Erik J Sontheimer
- RNA Therapeutics Institute, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
- Program in Molecular Medicine, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
- Li Weibo Institute for Rare Diseases Research, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Blake Wiedenheft
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, MT 59717, USA
| | - Peter C Fineran
- Department of Microbiology and Immunology, University of Otago, Dunedin 9016, New Zealand
- Genetics Otago, University of Otago, Dunedin 9016, New Zealand
- Bioprotection Aotearoa, University of Otago, Dunedin 9016, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, University of Otago, Dunedin 9016, New Zealand
| | - Stan J J Brouns
- Department of Bionanoscience, Delft University of Technology, 2629 HZ Delft, Netherlands
- Kavli Institute of Nanoscience, 2629 HZ Delft, The Netherlands
| | - Dipali G Sashital
- Roy J. Carver Department of Biochemistry, Biophysics and Molecular Biology, Iowa State University, Ames, IA 50011, USA
| | | | | | | | - Rodolphe Barrangou
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC 27606, USA
| | - Virginius Siksnys
- Institute of Biotechnology, Life Sciences Center, Vilnius University, Vilnius 10257, Lithuania
| | - Jillian F Banfield
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Department of Earth and Planetary Sciences, University of California, Berkeley, CA 94720, USA
- Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA 94720, USA
- EGSB Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- The University of Melbourne, Parkville, VIC 3052, Australia
| | - David F Savage
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- Howard Hughes Medical Institute, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
| | - Jennifer A Doudna
- Innovative Genomics Institute, University of California, Berkeley, CA 94720, USA
- California Institute for Quantitative Biosciences (QB3), University of California, Berkeley, CA 94720, USA
- Howard Hughes Medical Institute, University of California, Berkeley, CA 94720, USA
- Department of Chemistry, University of California, Berkeley, CA 94720, USA
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720, USA
- MBIB Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Gladstone Institutes, University of California, San Francisco, CA 94158, USA
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11
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Dampier W, Berman R, Nonnemacher MR, Wigdahl B. Computational analysis of cas proteins unlocks new potential in HIV-1 targeted gene therapy. Front Genome Ed 2024; 5:1248982. [PMID: 38239625 PMCID: PMC10794619 DOI: 10.3389/fgeed.2023.1248982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 12/11/2023] [Indexed: 01/22/2024] Open
Abstract
Introduction: The human immunodeficiency virus type 1 (HIV-1) pandemic has been slowed with the advent of anti-retroviral therapy (ART). However, ART is not a cure and as such has pushed the disease into a chronic infection. One potential cure strategy that has shown promise is the Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/Cas gene editing system. It has recently been shown to successfully edit and/or excise the integrated provirus from infected cells and inhibit HIV-1 in vitro, ex vivo, and in vivo. These studies have primarily been conducted with SpCas9 or SaCas9. However, additional Cas proteins are discovered regularly and modifications to these known proteins are being engineered. The alternative Cas molecules have different requirements for protospacer adjacent motifs (PAMs) which impact the possible targetable regions of HIV-1. Other modifications to the Cas protein or gRNA handle impact the tolerance for mismatches between gRNA and the target. While reducing off-target risk, this impacts the ability to fully account for HIV-1 genetic variability. Methods: This manuscript strives to examine these parameter choices using a computational approach for surveying the suitability of a Cas editor for HIV-1 gene editing. The Nominate, Diversify, Narrow, Filter (NDNF) pipeline measures the safety, broadness, and effectiveness of a pool of potential gRNAs for any PAM. This technique was used to evaluate 46 different potential Cas editors for their HIV therapeutic potential. Results: Our examination revealed that broader PAMs that improve the targeting potential of editors like SaCas9 and LbCas12a have larger pools of useful gRNAs, while broader PAMs reduced the pool of useful SpCas9 gRNAs yet increased the breadth of targetable locations. Investigation of the mismatch tolerance of Cas editors indicates a 2-missmatch tolerance is an ideal balance between on-target sensitivity and off-target specificity. Of all of the Cas editors examined, SpCas-NG and SPRY-Cas9 had the highest number of overall safe, broad, and effective gRNAs against HIV. Discussion: Currently, larger proteins and wider PAMs lead to better targeting capacity. This implies that research should either be targeted towards delivering longer payloads or towards increasing the breadth of currently available small Cas editors. With the discovery and adoption of additional Cas editors, it is important for researchers in the HIV-1 gene editing field to explore the wider world of Cas editors.
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Affiliation(s)
- Will Dampier
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, PA, United States
- Center for Molecular Virology and Gene Therapy, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, United States
| | - Rachel Berman
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, PA, United States
- Center for Molecular Virology and Gene Therapy, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, United States
| | - Michael R. Nonnemacher
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, PA, United States
- Center for Molecular Virology and Gene Therapy, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, United States
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, United States
| | - Brian Wigdahl
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, PA, United States
- Center for Molecular Virology and Gene Therapy, Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, PA, United States
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, United States
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12
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Koonin EV, Gootenberg JS, Abudayyeh OO. Discovery of Diverse CRISPR-Cas Systems and Expansion of the Genome Engineering Toolbox. Biochemistry 2023; 62:3465-3487. [PMID: 37192099 PMCID: PMC10734277 DOI: 10.1021/acs.biochem.3c00159] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 04/23/2023] [Indexed: 05/18/2023]
Abstract
CRISPR systems mediate adaptive immunity in bacteria and archaea through diverse effector mechanisms and have been repurposed for versatile applications in therapeutics and diagnostics thanks to their facile reprogramming with RNA guides. RNA-guided CRISPR-Cas targeting and interference are mediated by effectors that are either components of multisubunit complexes in class 1 systems or multidomain single-effector proteins in class 2. The compact class 2 CRISPR systems have been broadly adopted for multiple applications, especially genome editing, leading to a transformation of the molecular biology and biotechnology toolkit. The diversity of class 2 effector enzymes, initially limited to the Cas9 nuclease, was substantially expanded via computational genome and metagenome mining to include numerous variants of Cas12 and Cas13, providing substrates for the development of versatile, orthogonal molecular tools. Characterization of these diverse CRISPR effectors uncovered many new features, including distinct protospacer adjacent motifs (PAMs) that expand the targeting space, improved editing specificity, RNA rather than DNA targeting, smaller crRNAs, staggered and blunt end cuts, miniature enzymes, promiscuous RNA and DNA cleavage, etc. These unique properties enabled multiple applications, such as harnessing the promiscuous RNase activity of the type VI effector, Cas13, for supersensitive nucleic acid detection. class 1 CRISPR systems have been adopted for genome editing, as well, despite the challenge of expressing and delivering the multiprotein class 1 effectors. The rich diversity of CRISPR enzymes led to rapid maturation of the genome editing toolbox, with capabilities such as gene knockout, base editing, prime editing, gene insertion, DNA imaging, epigenetic modulation, transcriptional modulation, and RNA editing. Combined with rational design and engineering of the effector proteins and associated RNAs, the natural diversity of CRISPR and related bacterial RNA-guided systems provides a vast resource for expanding the repertoire of tools for molecular biology and biotechnology.
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Affiliation(s)
- Eugene V. Koonin
- National
Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland 20894, United States
| | - Jonathan S. Gootenberg
- McGovern
Institute for Brain Research at MIT, Massachusetts
Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Omar O. Abudayyeh
- McGovern
Institute for Brain Research at MIT, Massachusetts
Institute of Technology, Cambridge, Massachusetts 02139, United States
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13
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Cavazza A, Hendel A, Bak RO, Rio P, Güell M, Lainšček D, Arechavala-Gomeza V, Peng L, Hapil FZ, Harvey J, Ortega FG, Gonzalez-Martinez C, Lederer CW, Mikkelsen K, Gasiunas G, Kalter N, Gonçalves MA, Petersen J, Garanto A, Montoliu L, Maresca M, Seemann SE, Gorodkin J, Mazini L, Sanchez R, Rodriguez-Madoz JR, Maldonado-Pérez N, Laura T, Schmueck-Henneresse M, Maccalli C, Grünewald J, Carmona G, Kachamakova-Trojanowska N, Miccio A, Martin F, Turchiano G, Cathomen T, Luo Y, Tsai SQ, Benabdellah K. Progress and harmonization of gene editing to treat human diseases: Proceeding of COST Action CA21113 GenE-HumDi. MOLECULAR THERAPY. NUCLEIC ACIDS 2023; 34:102066. [PMID: 38034032 PMCID: PMC10685310 DOI: 10.1016/j.omtn.2023.102066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
The European Cooperation in Science and Technology (COST) is an intergovernmental organization dedicated to funding and coordinating scientific and technological research in Europe, fostering collaboration among researchers and institutions across countries. Recently, COST Action funded the "Genome Editing to treat Human Diseases" (GenE-HumDi) network, uniting various stakeholders such as pharmaceutical companies, academic institutions, regulatory agencies, biotech firms, and patient advocacy groups. GenE-HumDi's primary objective is to expedite the application of genome editing for therapeutic purposes in treating human diseases. To achieve this goal, GenE-HumDi is organized in several working groups, each focusing on specific aspects. These groups aim to enhance genome editing technologies, assess delivery systems, address safety concerns, promote clinical translation, and develop regulatory guidelines. The network seeks to establish standard procedures and guidelines for these areas to standardize scientific practices and facilitate knowledge sharing. Furthermore, GenE-HumDi aims to communicate its findings to the public in accessible yet rigorous language, emphasizing genome editing's potential to revolutionize the treatment of many human diseases. The inaugural GenE-HumDi meeting, held in Granada, Spain, in March 2023, featured presentations from experts in the field, discussing recent breakthroughs in delivery methods, safety measures, clinical translation, and regulatory aspects related to gene editing.
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Affiliation(s)
- Alessia Cavazza
- Infection, Immunity and Inflammation Research and Teaching Department, Great Ormond Street Institute of Child Health, University College London, WC1N 1EH London, UK
| | - Ayal Hendel
- Institute of Nanotechnology and Advanced Materials, The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Rasmus O. Bak
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Paula Rio
- Hematopoietic Innovative Therapies Division, Centro de Investigaciones Energéticas Medioambientales y Tecnológicas and Centro de Investigación Biomédica en Red de Enfermedades Raras (CIEMAT/CIBERER), 28040 Madrid, Spain
- Advanced Therapies Unit, Instituto de Investigación Sanitaria Fundación Jiménez Díaz (IIS-FJD, UAM), 28040 Madrid, Spain
| | - Marc Güell
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Integra Therapeutics S.L., Barcelona, Spain
| | - Duško Lainšček
- Department of Synthetic Biology and Immunology, National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia
| | - Virginia Arechavala-Gomeza
- Nucleic Acid Therapeutics for Rare Disorders (NAT-RD), Biobizkaia Health Research Institute, Barakaldo, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
| | - Ling Peng
- Aix Marseille University, CNRS, Centre Interdisciplinaire de Nanoscience de Marseille, UMR 7325, Equipe Labellisée Ligue Contre le Cancer, 13288 Marseille, France
| | - Fatma Zehra Hapil
- Department of Medical Biology and Genetics, Faculty of Medicine, Akdeniz University, Antalya, Turkey
| | - Joshua Harvey
- Institute of Ophthalmology, University College London, London, UK
| | - Francisco G. Ortega
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Avenida de la Ilustración 114, 18016 Granada, Spain
- IBS Granada, Institute of Biomedical Research, Avenida de Madrid 15, 18012 Granada, Spain
| | - Coral Gonzalez-Martinez
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Avenida de la Ilustración 114, 18016 Granada, Spain
- IBS Granada, Institute of Biomedical Research, Avenida de Madrid 15, 18012 Granada, Spain
| | - Carsten W. Lederer
- Department of Molecular Genetics Thalassaemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Kasper Mikkelsen
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | | | - Nechama Kalter
- Institute of Nanotechnology and Advanced Materials, The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan 52900, Israel
| | - Manuel A.F.V. Gonçalves
- Department of Cell and Chemical Biology, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, the Netherlands
| | - Julie Petersen
- Steno Diabetes Center Aarhus, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Alejandro Garanto
- Department of Pediatrics and Department of Human Genetics, Amalia Children’s Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Lluis Montoliu
- Department of Molecular and Cellular Biology, National Centre for Biotechnology (CNB-CSIC) and Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER-ISCIII), Madrid, Spain
| | - Marcello Maresca
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Stefan E. Seemann
- Center for Non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jan Gorodkin
- Center for Non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Loubna Mazini
- Laboratory of Genetic Engineering, Technologic, Medical and Academic Park (TMAP), Marrakech, Morocco
| | - Rosario Sanchez
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
- Department of Medicinal & Organic Chemistry and Excellence Research Unit of "Chemistry Applied to Biomedicine and the Environment," Faculty of Pharmacy, University of Granada, Campus de Cartuja s/n, Granada, Spain
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Universidad de Granada, Granada, Spain
| | - Juan R. Rodriguez-Madoz
- Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), Madrid, Spain
| | | | - Torella Laura
- DNA & RNA Medicine Division, Center for Applied Medical Research (CIMA) Universidad de Navarra, 31008 Pamplona, Spain
| | - Michael Schmueck-Henneresse
- Berlin Institute for Health (BIH) at Charité - Universitätsmedizin Berlin, BIH Center for Regenerative Therapies (BCRT), Charitéplatz 1, 10117 Berlin, Germany
| | - Cristina Maccalli
- Laboratory of Immune Biological Therapy, Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
| | - Julian Grünewald
- Department of Medicine, Cardiology, Angiology, Pneumology, Klinikum rechts der Isar, Technical University of Munich, TUM School of Medicine and Health, TranslaTUM, MIBE, Munich, Germany
- Center for Organoid Systems, Munich, Germany
| | - Gloria Carmona
- Red Andaluza de diseño y traslación de Terapias Avanzadas-RAdytTA, Fundación Pública Andaluza Progreso y Salud-FPS, Sevilla, España
| | | | - Annarita Miccio
- Imagine Institute, Laboratory of Chromatin and Gene Regulation During Development, Université de Paris Cité, INSERM UMR 1163, 75015 Paris, France
| | - Francisco Martin
- Bioquímica y Biología Molecular III e Immunology Department, Facultad de Medicina, Universidad de Granada and Department of Genomic Medicine, Pfizer-University of Granada-Andalusian Regional Government Centre for Genomics and Oncological Research (GENYO), PTS, Av. de la Ilustración 114, 18016 Granada, Spain
| | - Giandomenico Turchiano
- Infection, Immunity and Inflammation Research and Teaching Department, Great Ormond Street Institute of Child Health, University College London, WC1N 1EH London, UK
| | - Toni Cathomen
- Institute for Transfusion Medicine and Gene Therapy, Medical Center-University of Freiburg, Freiburg, Germany
- Medical Faculty, University of Freiburg, 79106 Freiburg, Germany
| | - Yonglun Luo
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
- Steno Diabetes Center Aarhus, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Shengdar Q. Tsai
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Karim Benabdellah
- Department of Genomic Medicine, Pfizer-University of Granada-Andalusian Regional Government Centre for Genomics and Oncological Research (GENYO), PTS, Av. de la Ilustración 114, 18016 Granada, Spain
| | - on behalf of the COST Action CA21113
- Infection, Immunity and Inflammation Research and Teaching Department, Great Ormond Street Institute of Child Health, University College London, WC1N 1EH London, UK
- Institute of Nanotechnology and Advanced Materials, The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat-Gan 52900, Israel
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
- Hematopoietic Innovative Therapies Division, Centro de Investigaciones Energéticas Medioambientales y Tecnológicas and Centro de Investigación Biomédica en Red de Enfermedades Raras (CIEMAT/CIBERER), 28040 Madrid, Spain
- Advanced Therapies Unit, Instituto de Investigación Sanitaria Fundación Jiménez Díaz (IIS-FJD, UAM), 28040 Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Integra Therapeutics S.L., Barcelona, Spain
- Department of Synthetic Biology and Immunology, National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia
- Nucleic Acid Therapeutics for Rare Disorders (NAT-RD), Biobizkaia Health Research Institute, Barakaldo, Spain
- Ikerbasque, Basque Foundation for Science, Bilbao, Spain
- Aix Marseille University, CNRS, Centre Interdisciplinaire de Nanoscience de Marseille, UMR 7325, Equipe Labellisée Ligue Contre le Cancer, 13288 Marseille, France
- Department of Medical Biology and Genetics, Faculty of Medicine, Akdeniz University, Antalya, Turkey
- Institute of Ophthalmology, University College London, London, UK
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, Avenida de la Ilustración 114, 18016 Granada, Spain
- IBS Granada, Institute of Biomedical Research, Avenida de Madrid 15, 18012 Granada, Spain
- Department of Molecular Genetics Thalassaemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
- CasZyme, 10224 Vilnius, Lithuania
- Department of Cell and Chemical Biology, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, the Netherlands
- Department of Pediatrics and Department of Human Genetics, Amalia Children’s Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
- Department of Molecular and Cellular Biology, National Centre for Biotechnology (CNB-CSIC) and Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER-ISCIII), Madrid, Spain
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
- Center for Non-coding RNA in Technology and Health, Department of Veterinary and Animal Sciences, University of Copenhagen, Copenhagen, Denmark
- Laboratory of Genetic Engineering, Technologic, Medical and Academic Park (TMAP), Marrakech, Morocco
- GENYO, Centre for Genomics and Oncological Research, Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, Granada, Spain
- Department of Medicinal & Organic Chemistry and Excellence Research Unit of "Chemistry Applied to Biomedicine and the Environment," Faculty of Pharmacy, University of Granada, Campus de Cartuja s/n, Granada, Spain
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Universidad de Granada, Granada, Spain
- Cancer Center Clinica Universidad de Navarra (CCUN), Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Centro de Investigación Biomédica en Red de Cancer (CIBERONC), Madrid, Spain
- DNA & RNA Medicine Division, Center for Applied Medical Research (CIMA) Universidad de Navarra, 31008 Pamplona, Spain
- Berlin Institute for Health (BIH) at Charité - Universitätsmedizin Berlin, BIH Center for Regenerative Therapies (BCRT), Charitéplatz 1, 10117 Berlin, Germany
- Laboratory of Immune Biological Therapy, Research Branch, Sidra Medicine, PO Box 26999, Doha, Qatar
- Department of Medicine, Cardiology, Angiology, Pneumology, Klinikum rechts der Isar, Technical University of Munich, TUM School of Medicine and Health, TranslaTUM, MIBE, Munich, Germany
- Center for Organoid Systems, Munich, Germany
- Red Andaluza de diseño y traslación de Terapias Avanzadas-RAdytTA, Fundación Pública Andaluza Progreso y Salud-FPS, Sevilla, España
- Malopolska Centre of Biotechnology, Jagiellonian University, 30-387 Krakow, Poland
- Imagine Institute, Laboratory of Chromatin and Gene Regulation During Development, Université de Paris Cité, INSERM UMR 1163, 75015 Paris, France
- Bioquímica y Biología Molecular III e Immunology Department, Facultad de Medicina, Universidad de Granada and Department of Genomic Medicine, Pfizer-University of Granada-Andalusian Regional Government Centre for Genomics and Oncological Research (GENYO), PTS, Av. de la Ilustración 114, 18016 Granada, Spain
- Institute for Transfusion Medicine and Gene Therapy, Medical Center-University of Freiburg, Freiburg, Germany
- Medical Faculty, University of Freiburg, 79106 Freiburg, Germany
- Steno Diabetes Center Aarhus, Aarhus University Hospital, 8200 Aarhus N, Denmark
- Department of Hematology, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Genomic Medicine, Pfizer-University of Granada-Andalusian Regional Government Centre for Genomics and Oncological Research (GENYO), PTS, Av. de la Ilustración 114, 18016 Granada, Spain
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14
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Kharbikar L, Konwarh R, Chakraborty M, Nandanwar S, Marathe A, Yele Y, Ghosh PK, Sanan-Mishra N, Singh AP. 3Bs of CRISPR-Cas mediated genome editing in plants: exploring the basics, bioinformatics and biosafety landscape. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2023; 29:1825-1850. [PMID: 38222286 PMCID: PMC10784264 DOI: 10.1007/s12298-023-01397-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 11/21/2023] [Accepted: 11/22/2023] [Indexed: 01/16/2024]
Abstract
The recent thrust in research has projected the type II clustered regularly interspaced short palindromic repeats and associated protein 9 (CRISPR-Cas9) system as an avant-garde plant genome editing tool. It facilitates the induction of site-specific double-stranded DNA cleavage by the RNA-guided DNA endonuclease (RGEN), Cas9. Elimination, addition, or alteration of sections in DNA sequence besides the creation of a knockout genotype (CRISPRko) is aided by the CRISPR-Cas9 system in its wild form (wtCas9). The inactivation of the nuclease domain generates a dead Cas9 (dCas9), which is capable of targeting genomic DNA without scissoring it. The dCas9 system can be engineered by fusing it with different effectors to facilitate transcriptional activation (CRISPRa) and transcriptional interference (CRISPRi). CRISPR-Cas thus holds tremendous prospects as a genome-manipulating stratagem for a wide gamut of crops. In this article, we present a brief on the fundamentals and the general workflow of the CRISPR-Cas system followed by an overview of the prospects of bioinformatics in propelling CRISPR-Cas research with a special thrust on the available databases and algorithms/web-accessible applications that have aided in increasing the usage and efficiency of editing. The article also provides an update on the current regulatory landscape in different countries on the CRISPR-Cas edited plants to emphasize the far-reaching impact of the genomic editing technology. Supplementary Information The online version contains supplementary material available at 10.1007/s12298-023-01397-3.
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Affiliation(s)
- Lalit Kharbikar
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
- International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
| | - Rocktotpal Konwarh
- Department of Biotechnology, Addis Ababa Science and Technology University, Addis Ababa, Ethiopia
- Baba Kinaram Research Foundation (BKRF), Bramsthan, Mau, Uttar Pradesh India
| | - Monoswi Chakraborty
- Institute of Bioinformatics and Applied Biotechnology, Biotech Park, Bengaluru, Karnataka India
- International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
| | - Shweta Nandanwar
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Ashish Marathe
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Yogesh Yele
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Probir Kumar Ghosh
- ICAR - National Institute of Biotic Stress Management (NIBSM), Raipur, India
| | - Neeti Sanan-Mishra
- International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, India
| | - Anand Pratap Singh
- Baba Kinaram Research Foundation (BKRF), Bramsthan, Mau, Uttar Pradesh India
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15
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Du X, McManus DP, French JD, Sivakumaran H, Johnston RL, Kondrashova O, Fogarty CE, Jones MK, You H. Lentiviral Transduction-based CRISPR/Cas9 Editing of Schistosoma mansoni Acetylcholinesterase. Curr Genomics 2023; 24:155-170. [PMID: 38178986 PMCID: PMC10761339 DOI: 10.2174/1389202924666230823094608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/02/2023] [Accepted: 07/17/2023] [Indexed: 01/06/2024] Open
Abstract
Background Recent studies on CRISPR/Cas9-mediated gene editing in Schistosoma mansoni have shed new light on the study and control of this parasitic helminth. However, the gene editing efficiency in this parasite is modest. Methods To improve the efficiency of CRISPR/Cas9 genome editing in schistosomes, we used lentivirus, which has been effectively used for gene editing in mammalian cells, to deliver plasmid DNA encoding Cas9 nuclease, a sgRNA targeting acetylcholinesterase (SmAChE) and a mCherry fluorescence marker into schistosomes. Results MCherry fluorescence was observed in transduced eggs, schistosomula, and adult worms, indicating that the CRISPR components had been delivered into these parasite stages by lentivirus. In addition, clearly changed phenotypes were observed in SmAChE-edited parasites, including decreased SmAChE activity, reduced hatching ability of edited eggs, and altered behavior of miracidia hatched from edited eggs. Next-generation sequencing analysis demonstrated that the lentiviral transduction-based CRISPR/Cas9 gene modifications in SmAChE-edited schistosomes were homology-directed repair predominant but with much lower efficiency than that obtained using electroporation (data previously published by our laboratory) for the delivery of CRISPR components. Conclusion Taken together, electroporation is more efficient than lentiviral transduction in the delivery of CRISPR/Cas9 into schistosomes for programmed genome editing. The exploration of tactics for enhancing CRISPR/Cas9 gene editing provides the basis for the future improvement of programmed genome editing in S. mansoni.
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Affiliation(s)
- Xiaofeng Du
- Infection and Inflammation Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Donald P. McManus
- Infection and Inflammation Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Juliet D. French
- Cancer Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Haran Sivakumaran
- Cancer Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Rebecca L. Johnston
- Cancer Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Olga Kondrashova
- Cancer Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Conor E. Fogarty
- Centre for Bioinnovation, University of the Sunshine Coast, Sunshine Coast, Queensland, Australia
| | - Malcolm K. Jones
- School of Veterinary Science, The University of Queensland, Gatton, Queensland, Australia
| | - Hong You
- Infection and Inflammation Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- School of Veterinary Science, The University of Queensland, Gatton, Queensland, Australia
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16
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Rix G, Williams RL, Spinner H, Hu VJ, Marks DS, Liu CC. Continuous evolution of user-defined genes at 1-million-times the genomic mutation rate. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.13.566922. [PMID: 38014077 PMCID: PMC10680746 DOI: 10.1101/2023.11.13.566922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
When nature maintains or evolves a gene's function over millions of years at scale, it produces a diversity of homologous sequences whose patterns of conservation and change contain rich structural, functional, and historical information about the gene. However, natural gene diversity likely excludes vast regions of functional sequence space and includes phylogenetic and evolutionary eccentricities, limiting what information we can extract. We introduce an accessible experimental approach for compressing long-term gene evolution to laboratory timescales, allowing for the direct observation of extensive adaptation and divergence followed by inference of structural, functional, and environmental constraints for any selectable gene. To enable this approach, we developed a new orthogonal DNA replication (OrthoRep) system that durably hypermutates chosen genes at a rate of >10 -4 substitutions per base in vivo . When OrthoRep was used to evolve a conditionally essential maladapted enzyme, we obtained thousands of unique multi-mutation sequences with many pairs >60 amino acids apart (>15% divergence), revealing known and new factors influencing enzyme adaptation. The fitness of evolved sequences was not predictable by advanced machine learning models trained on natural variation. We suggest that OrthoRep supports the prospective and systematic discovery of constraints shaping gene evolution, uncovering of new regions in fitness landscapes, and general applications in biomolecular engineering.
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17
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Zhao L, Koseki SRT, Silverstein RA, Amrani N, Peng C, Kramme C, Savic N, Pacesa M, Rodríguez TC, Stan T, Tysinger E, Hong L, Yudistyra V, Ponnapati MR, Jacobson JM, Church GM, Jakimo N, Truant R, Jinek M, Kleinstiver BP, Sontheimer EJ, Chatterjee P. PAM-flexible genome editing with an engineered chimeric Cas9. Nat Commun 2023; 14:6175. [PMID: 37794046 PMCID: PMC10550912 DOI: 10.1038/s41467-023-41829-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 09/21/2023] [Indexed: 10/06/2023] Open
Abstract
CRISPR enzymes require a defined protospacer adjacent motif (PAM) flanking a guide RNA-programmed target site, limiting their sequence accessibility for robust genome editing applications. In this study, we recombine the PAM-interacting domain of SpRY, a broad-targeting Cas9 possessing an NRN > NYN (R = A or G, Y = C or T) PAM preference, with the N-terminus of Sc + +, a Cas9 with simultaneously broad, efficient, and accurate NNG editing capabilities, to generate a chimeric enzyme with highly flexible PAM preference: SpRYc. We demonstrate that SpRYc leverages properties of both enzymes to specifically edit diverse PAMs and disease-related loci for potential therapeutic applications. In total, the approaches to generate SpRYc, coupled with its robust flexibility, highlight the power of integrative protein design for Cas9 engineering and motivate downstream editing applications that require precise genomic positioning.
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Affiliation(s)
- Lin Zhao
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | | | - Rachel A Silverstein
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
- Biological and Biomedical Sciences Program, Harvard University, Boston, MA, USA
| | - Nadia Amrani
- RNA Therapeutics Institute, University of Massachusetts Medical School, Cambridge, USA
| | - Christina Peng
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada
| | - Christian Kramme
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Cambridge, MA, USA
| | - Natasha Savic
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada
| | - Martin Pacesa
- Department of Biochemistry, University of Zurich, Zürich, Switzerland
| | - Tomás C Rodríguez
- RNA Therapeutics Institute, University of Massachusetts Medical School, Cambridge, USA
| | - Teodora Stan
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Emma Tysinger
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Lauren Hong
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Vivian Yudistyra
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | | | - Joseph M Jacobson
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - George M Church
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Cambridge, MA, USA
| | - Noah Jakimo
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Ray Truant
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada
| | - Martin Jinek
- Department of Biochemistry, University of Zurich, Zürich, Switzerland
| | - Benjamin P Kleinstiver
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
| | - Erik J Sontheimer
- RNA Therapeutics Institute, University of Massachusetts Medical School, Cambridge, USA
| | - Pranam Chatterjee
- Department of Biomedical Engineering, Duke University, Durham, NC, USA.
- Department of Computer Science, Duke University, Durham, NC, USA.
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18
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Teng Y, Wang J, Jiang T, Zou Y, Yan Y. Engineering a Streptococcus Cas9 Ortholog with an RxQ PAM-Binding Motif for PAM-Free Gene Control in Bacteria. ACS Synth Biol 2023; 12:2764-2772. [PMID: 37643152 PMCID: PMC10510713 DOI: 10.1021/acssynbio.3c00366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Indexed: 08/31/2023]
Abstract
The RNA-guided Cas9 endonucleases have revolutionized gene editing and regulation, but their targeting scope is limited by the protospacer adjacent motif (PAM) requirement. The most extensively used SpCas9 from Streptococcus pyogenes recognizes the NGG PAM via an RxR PAM-binding motif within its PAM-interaction (PI) domain. To overcome the strict PAM requirement, we identified and characterized a Cas9 ortholog from Streptococcus equinus HC5 (SeHCas9) that shows high sequence identity with SpCas9 but harbors a different RxQ PAM-binding motif. Complete PAM profiling revealed that SeHCas9 recognized an NAG PAM and accommodated NKG and NAW PAMs. We investigated the PAM interaction mechanism by identifying the crucial role of R1336 within the RxQ motif in determining PAM specificity, as well as the essentiality of two conserved residues (R1152 and Q1229) across Cas9 orthologs bearing the RxQ motif for PAM recognition. Further protein engineering created two variants, SeHdCas9-Q1229R and SeHdCas9-RR, that showed robust repression across an NNG and NNN PAM range, respectively. Our work proposes a novel Cas9 PAM interaction mechanism and establishes PAM-free Cas9 variants for bacterial gene control with almost no targeting restriction.
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Affiliation(s)
- Yuxi Teng
- School of Chemical, Materials
and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, Georgia 30602, United States
| | - Jian Wang
- School of Chemical, Materials
and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, Georgia 30602, United States
| | - Tian Jiang
- School of Chemical, Materials
and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, Georgia 30602, United States
| | - Yusong Zou
- School of Chemical, Materials
and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, Georgia 30602, United States
| | - Yajun Yan
- School of Chemical, Materials
and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, Georgia 30602, United States
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19
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da Silva JF, Tou CJ, King EM, Eller ML, Ma L, Rufino-Ramos D, Kleinstiver BP. Click editing enables programmable genome writing using DNA polymerases and HUH endonucleases. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.12.557440. [PMID: 37745481 PMCID: PMC10515857 DOI: 10.1101/2023.09.12.557440] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Genome editing technologies that install diverse edits can widely enable genetic studies and new therapeutics. Here we develop click editing, a genome writing platform that couples the advantageous properties of DNA-dependent DNA polymerases with RNA-programmable nickases (e.g. CRISPR-Cas) to permit the installation of a range of edits including substitutions, insertions, and deletions. Click editors (CEs) leverage the "click"-like bioconjugation ability of HUH endonucleases (HUHes) with single stranded DNA substrates to covalently tether "click DNA" (clkDNA) templates encoding user-specifiable edits at targeted genomic loci. Through iterative optimization of the modular components of CEs (DNA polymerase and HUHe orthologs, architectural modifications, etc.) and their clkDNAs (template configurations, repair evading substitutions, etc.), we demonstrate the ability to install precise genome edits with minimal indels and no unwanted byproduct insertions. Since clkDNAs can be ordered as simple DNA oligonucleotides for cents per base, it is possible to screen many different clkDNA parameters rapidly and inexpensively to maximize edit efficiency. Together, click editing is a precise and highly versatile platform for modifying genomes with a simple workflow and broad utility across diverse biological applications.
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Affiliation(s)
- Joana Ferreira da Silva
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Harvard Medical School, Boston, MA, 02115, USA
| | - Connor J. Tou
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Biological Engineering Program, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Emily M. King
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Biological and Biomedical Sciences Program, Harvard University, Boston, MA, 02115, USA
| | - Madeline L. Eller
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Linyuan Ma
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Harvard Medical School, Boston, MA, 02115, USA
| | - David Rufino-Ramos
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Harvard Medical School, Boston, MA, 02115, USA
| | - Benjamin P. Kleinstiver
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Pathology, Harvard Medical School, Boston, MA, 02115, USA
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20
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Bestas B, Wimberger S, Degtev D, Madsen A, Rottner AK, Karlsson F, Naumenko S, Callahan M, Touza JL, Francescatto M, Möller CI, Badertscher L, Li S, Cerboni S, Selfjord N, Ericson E, Gordon E, Firth M, Chylinski K, Taheri-Ghahfarokhi A, Bohlooly-Y M, Snowden M, Pangalos M, Nuttall B, Akcakaya P, Sienski G, Maresca M. A Type II-B Cas9 nuclease with minimized off-targets and reduced chromosomal translocations in vivo. Nat Commun 2023; 14:5474. [PMID: 37673883 PMCID: PMC10482872 DOI: 10.1038/s41467-023-41240-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 08/25/2023] [Indexed: 09/08/2023] Open
Abstract
Streptococcus pyogenes Cas9 (SpCas9) and derived enzymes are widely used as genome editors, but their promiscuous nuclease activity often induces undesired mutations and chromosomal rearrangements. Several strategies for mapping off-target effects have emerged, but they suffer from limited sensitivity. To increase the detection sensitivity, we develop an off-target assessment workflow that uses Duplex Sequencing. The strategy increases sensitivity by one order of magnitude, identifying previously unknown SpCas9's off-target mutations in the humanized PCSK9 mouse model. To reduce off-target risks, we perform a bioinformatic search and identify a high-fidelity Cas9 variant of the II-B subfamily from Parasutterella secunda (PsCas9). PsCas9 shows improved specificity as compared to SpCas9 across multiple tested sites, both in vitro and in vivo, including the PCSK9 site. In the future, while PsCas9 will offer an alternative to SpCas9 for research and clinical use, the Duplex Sequencing workflow will enable a more sensitive assessment of Cas9 editing outcomes.
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Affiliation(s)
- Burcu Bestas
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Sandra Wimberger
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
- Department of Chemistry & Molecular Biology, University of Gothenburg, Gothenburg, Sweden
| | - Dmitrii Degtev
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Alexandra Madsen
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Antje K Rottner
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Fredrik Karlsson
- Data Sciences and Quantitative Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Cambridge, UK
| | - Sergey Naumenko
- Department of Biostatistics, Harvard Chan School of Public Health, Boston, MA, USA
| | - Megan Callahan
- Translational Genomics, Translational Medicine, R&D Oncology, AstraZeneca, Waltham, MA, USA
| | - Julia Liz Touza
- Translational Genomics, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Margherita Francescatto
- Data Sciences and Quantitative Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Cambridge, UK
| | - Carl Ivar Möller
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Lukas Badertscher
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Songyuan Li
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Silvia Cerboni
- Translational Science and Experimental Medicine, Research and Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Niklas Selfjord
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Elke Ericson
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Euan Gordon
- Discovery Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Mike Firth
- Data Sciences and Quantitative Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Cambridge, UK
| | | | - Amir Taheri-Ghahfarokhi
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Mohammad Bohlooly-Y
- Translational Genomics, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Mike Snowden
- Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | | | - Barrett Nuttall
- Translational Genomics, Translational Medicine, R&D Oncology, AstraZeneca, Waltham, MA, USA
| | - Pinar Akcakaya
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Grzegorz Sienski
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden.
| | - Marcello Maresca
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden.
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21
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Han F, Zhang Y, Song N, Gao T. TLR pathway signaling molecules in burbot (Lota lota): molecular characterization, basal expression, and their response to Poly(I:C). FISH & SHELLFISH IMMUNOLOGY 2023; 140:108939. [PMID: 37451526 DOI: 10.1016/j.fsi.2023.108939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/19/2023] [Accepted: 07/11/2023] [Indexed: 07/18/2023]
Abstract
Burbot (Lota lota), a fish species of economic and ecological significance found across northern hemisphere freshwater ecosystems, was the focus of this study. We characterized 19 Toll-like receptor (TLR) genes in burbot, tracing their expression patterns following pathogen exposure. TLR genes, crucial to the innate immune system, including TLR13-1/2/3, TLR2/2-2/2-3/2-4/2-5, and TLR22a/22b/22c/22d, were discovered to be tandemly repeated, signifying an evolution in the fish's immune system. Notably, different TLR subfamilies displayed tissue-specific expressions, with TLR1 primarily in spleen and head kidney, TLR13 in head kidney, trunk kidney, and heart, TLR22 in trunk kidney and liver, and TLR3 and TLR9 predominantly in spleen and head kidney, but also in trunk kidney. Further, we investigated the response of TLR genes in burbot to pathogen exposure using qRT-PCR. This involved measuring mRNA expressions of identified TLR genes in spleen and liver tissues after injecting Poly(I:C) to simulate a double-stranded RNA viral infection. The results revealed a time and tissue-specific expression pattern. Specifically, LoTLR3 reached peak expression in the spleen 12 h post-injection, declining thereafter, while TLR2 subfamily members only began expressing after 24 h. In the liver, activation of the TLR3-IRF7 and TLR3-IRF3 signaling pathways was noted. Integrating these results with transcriptomic data illuminated the pivotal role of TLR genes in the burbot's immune response. Such findings are vital in shaping future disease prevention and treatment strategies.
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Affiliation(s)
- Fei Han
- Fishery College, Ocean University of China, Qingdao, Shandong, 266003, China
| | - Yuan Zhang
- CAS Key Laboratory of Tropical Marine Bio-Resources and Ecology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, Guangdong, 510301, China
| | - Na Song
- Fishery College, Ocean University of China, Qingdao, Shandong, 266003, China
| | - Tianxiang Gao
- Fisheries College, Zhejiang Ocean University, Zhoushan, Zhejiang, 316022, China.
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22
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Hao N, Donnelly AJ, Dodd IB, Shearwin KE. When push comes to shove - RNA polymerase and DNA-bound protein roadblocks. Biophys Rev 2023; 15:355-366. [PMID: 37396453 PMCID: PMC10310618 DOI: 10.1007/s12551-023-01064-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 05/21/2023] [Indexed: 07/04/2023] Open
Abstract
In recent years, transcriptional roadblocking has emerged as a crucial regulatory mechanism in gene expression, whereby other DNA-bound obstacles can block the progression of transcribing RNA polymerase (RNAP), leading to RNAP pausing and ultimately dissociation from the DNA template. In this review, we discuss the mechanisms by which transcriptional roadblocks can impede RNAP progression, as well as how RNAP can overcome these obstacles to continue transcription. We examine different DNA-binding proteins involved in transcriptional roadblocking and their biophysical properties that determine their effectiveness in blocking RNAP progression. The catalytically dead CRISPR-Cas (dCas) protein is used as an example of an engineered programmable roadblock, and the current literature in understanding the polarity of dCas roadblocking is also discussed. Finally, we delve into a stochastic model of transcriptional roadblocking and highlight the importance of transcription factor binding kinetics and its resistance to dislodgement by an elongating RNAP in determining the strength of a roadblock.
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Affiliation(s)
- Nan Hao
- Department of Molecular and Biomedical Science, School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005 Australia
| | - Alana J. Donnelly
- Department of Molecular and Biomedical Science, School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005 Australia
| | - Ian B. Dodd
- Department of Molecular and Biomedical Science, School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005 Australia
| | - Keith E. Shearwin
- Department of Molecular and Biomedical Science, School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005 Australia
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23
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Trasanidou D, Barendse P, Bouzetos E, de Haan L, Bouwmeester H, Staals RHJ, Mougiakos I, van der Oost J. Efficient Genome and Base Editing in Human Cells Using ThermoCas9. CRISPR J 2023; 6:278-288. [PMID: 37134217 DOI: 10.1089/crispr.2023.0005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023] Open
Abstract
Most genetic engineering applications reported thus far rely on the type II-A CRISPR-Cas9 nuclease from Streptococcus pyogenes (SpyCas9), limiting the genome-targeting scope. In this study, we demonstrate that a small, naturally accurate, and thermostable type II-C Cas9 ortholog from Geobacillus thermodenitrificans (ThermoCas9) with alternative target site preference is active in human cells, and it can be used as an efficient genome editing tool, especially for gene disruption. In addition, we develop a ThermoCas9-mediated base editor, called ThermoBE4, for programmable nicking and subsequent C-to-T conversions in human genomes. ThermoBE4 exhibits a three times larger window of activity compared with the corresponding SpyCas9 base editor (BE4), which may be an advantage for gene mutagenesis applications. Hence, ThermoCas9 provides an alternative platform that expands the targeting scope of both genome and base editing in human cells.
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Affiliation(s)
- Despoina Trasanidou
- Laboratory of Microbiology, Wageningen University and Research, Wageningen, The Netherlands
- Laboratory of Toxicology, Wageningen University and Research, Wageningen, The Netherlands
| | - Patrick Barendse
- Laboratory of Microbiology, Wageningen University and Research, Wageningen, The Netherlands
- Laboratory of Toxicology, Wageningen University and Research, Wageningen, The Netherlands
| | - Evgenios Bouzetos
- Laboratory of Microbiology, Wageningen University and Research, Wageningen, The Netherlands
- Laboratory of Toxicology, Wageningen University and Research, Wageningen, The Netherlands
| | - Laura de Haan
- Laboratory of Toxicology, Wageningen University and Research, Wageningen, The Netherlands
| | - Hans Bouwmeester
- Laboratory of Toxicology, Wageningen University and Research, Wageningen, The Netherlands
| | - Raymond H J Staals
- Laboratory of Microbiology, Wageningen University and Research, Wageningen, The Netherlands
| | - Ioannis Mougiakos
- Laboratory of Microbiology, Wageningen University and Research, Wageningen, The Netherlands
- Laboratory of Toxicology, Wageningen University and Research, Wageningen, The Netherlands
| | - John van der Oost
- Laboratory of Microbiology, Wageningen University and Research, Wageningen, The Netherlands
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24
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Nety SP, Altae-Tran H, Kannan S, Demircioglu FE, Faure G, Hirano S, Mears K, Zhang Y, Macrae RK, Zhang F. The Transposon-Encoded Protein TnpB Processes Its Own mRNA into ωRNA for Guided Nuclease Activity. CRISPR J 2023; 6:232-242. [PMID: 37272862 PMCID: PMC10278001 DOI: 10.1089/crispr.2023.0015] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 04/21/2023] [Indexed: 06/06/2023] Open
Abstract
TnpB is a member of the Obligate Mobile Element Guided Activity (OMEGA) RNA-guided nuclease family, is harbored in transposons, and likely functions to maintain the transposon in genomes. Previously, it was shown that TnpB cleaves double- and single-stranded DNA substrates in an RNA-guided manner, but the biogenesis of the TnpB ribonucleoprotein (RNP) complex is unknown. Using in vitro purified apo TnpB, we demonstrate the ability of TnpB to generate guide omegaRNA (ωRNA) from its own mRNA through 5' processing. We also uncover a potential cis-regulatory mechanism whereby a region of the TnpB mRNA inhibits DNA cleavage by the RNP complex. We further expand the characterization of TnpB by examining ωRNA processing and RNA-guided nuclease activity in 59 orthologs spanning the natural diversity of the TnpB family. This work reveals a new functionality, ωRNA biogenesis, of TnpB, and characterizes additional members of this biotechnologically useful family of programmable enzymes.
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Affiliation(s)
- Suchita P. Nety
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Han Altae-Tran
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Soumya Kannan
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - F. Esra Demircioglu
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Guilhem Faure
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Seiichi Hirano
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Kepler Mears
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Yugang Zhang
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Rhiannon K. Macrae
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Feng Zhang
- Howard Hughes Medical Institute, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- McGovern Institute for Brain Research at MIT, Cambridge, Massachusetts, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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25
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Esquerra-Ruvira B, Baquedano I, Ruiz R, Fernandez A, Montoliu L, Mojica FJM. Identification of the EH CRISPR-Cas9 system on a metagenome and its application to genome engineering. Microb Biotechnol 2023. [PMID: 37097160 DOI: 10.1111/1751-7915.14266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/04/2023] [Accepted: 04/12/2023] [Indexed: 04/26/2023] Open
Abstract
Non-coding RNAs (crRNAs) produced from clustered regularly interspaced short palindromic repeats (CRISPR) loci and CRISPR-associated (Cas) proteins of the prokaryotic CRISPR-Cas systems form complexes that interfere with the spread of transmissible genetic elements through Cas-catalysed cleavage of foreign genetic material matching the guide crRNA sequences. The easily programmable targeting of nucleic acids enabled by these ribonucleoproteins has facilitated the implementation of CRISPR-based molecular biology tools for in vivo and in vitro modification of DNA and RNA targets. Despite the diversity of DNA-targeting Cas nucleases so far identified, native and engineered derivatives of the Streptococcus pyogenes SpCas9 are the most widely used for genome engineering, at least in part due to their catalytic robustness and the requirement of an exceptionally short motif (5'-NGG-3' PAM) flanking the target sequence. However, the large size of the SpCas9 variants impairs the delivery of the tool to eukaryotic cells and smaller alternatives are desirable. Here, we identify in a metagenome a new CRISPR-Cas9 system associated with a smaller Cas9 protein (EHCas9) that targets DNA sequences flanked by 5'-NGG-3' PAMs. We develop a simplified EHCas9 tool that specifically cleaves DNA targets and is functional for genome editing applications in prokaryotes and eukaryotic cells.
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Affiliation(s)
- Belen Esquerra-Ruvira
- Department of Physiology, Genetics and Microbiology, University of Alicante, Alicante, Spain
| | - Ignacio Baquedano
- Department of Physiology, Genetics and Microbiology, University of Alicante, Alicante, Spain
| | - Raul Ruiz
- Department of Physiology, Genetics and Microbiology, University of Alicante, Alicante, Spain
| | - Almudena Fernandez
- Department of Molecular and Cellular Biology, National Centre for Biotechnology (CNB-CSIC), Madrid, Spain
- Centre for Biomedical Network Research on Rare Diseases (CIBERER-ISCIII), Madrid, Spain
| | - Lluis Montoliu
- Department of Molecular and Cellular Biology, National Centre for Biotechnology (CNB-CSIC), Madrid, Spain
- Centre for Biomedical Network Research on Rare Diseases (CIBERER-ISCIII), Madrid, Spain
| | - Francisco J M Mojica
- Department of Physiology, Genetics and Microbiology, University of Alicante, Alicante, Spain
- Multidisciplinary Institute for Environmental Studies "Ramón Margalef", University of Alicante, Alicante, Spain
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26
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Gao S, Wang Y, Qi T, Wei J, Hu Z, Liu J, Sun S, Liu H, Wang Y. Genome editing with natural and engineered CjCas9 orthologs. Mol Ther 2023; 31:1177-1187. [PMID: 36733251 PMCID: PMC10124074 DOI: 10.1016/j.ymthe.2023.01.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 01/01/2023] [Accepted: 01/29/2023] [Indexed: 02/04/2023] Open
Abstract
CjCas9 is one of the smallest CRISPR-associated (Cas9) nucleases for mammalian genome editing. However, it requires a long N4RYAC (R = A or G; Y = C or T) protospacer-adjacent motif (PAM), limiting its DNA targeting scope. In this study, we investigated the PAMs of three CjCas9 orthologs, including Hsp1Cas9, Hsp2Cas9, and CcuCas9, by performing a GFP-activation assay. Interestingly, Hsp1Cas9 and CcuCas9 recognized unique N4RAA and N4CNA PAMs, respectively. We further generated an Hsp1Cas9-Hsp2Cas9 chimeric Cas9 (Hsp1-Hsp2Cas9), which recognized a simple N4CY PAM. Genome-wide off-target analysis revealed that Hsp1-Hsp2Cas9 has very few off-targets compared to SpCas9. By analyzing the crystal structure of CjCas9, we identified eight mutations that can improve the specificity and generate a high-fidelity Hsp1-Hsp2Cas9-Y. Hsp1-Hsp2Cas9-Y enables the knockout of B4GALNT2 and CMAH in porcine fetal fibroblasts (PFFs). Moreover, we developed a high-fidelity Hsp1-Hsp2Cas9-KY which displayed undetectable off-targets revealed by GUIDE-seq at four tested loci. These natural and engineered Cas9 nucleases enabled efficient genome editing in multiple mammalian cells, expanding the DNA targeting scope.
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Affiliation(s)
- Siqi Gao
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China
| | - Yao Wang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China
| | - Tao Qi
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China
| | - Jingjing Wei
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China
| | - Ziying Hu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China
| | - Jingtong Liu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China
| | - Shuna Sun
- Children's Hospital of Fudan University, National Children's Medical Center, Shanghai 201102, China.
| | - Huihui Liu
- Experimental Center of Forestry in North China, Chinese Academy of Forestry, Beijing 102300, China.
| | - Yongming Wang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China.
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27
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Illa-Berenguer E, LaFayette PR, Parrott WA. Editing efficiencies with Cas9 orthologs, Cas12a endonucleases, and temperature in rice. Front Genome Ed 2023; 5:1074641. [PMID: 37032710 PMCID: PMC10080323 DOI: 10.3389/fgeed.2023.1074641] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 03/07/2023] [Indexed: 03/19/2023] Open
Abstract
The advent of CRISPR-Cas technology has made it the genome editing tool of choice in all kingdoms of life, including plants, which can have large, highly duplicated genomes. As a result, finding adequate target sequences that meet the specificities of a given Cas nuclease on any gene of interest remains challenging in many cases. To assess target site flexibility, we tested five different Cas9/Cas12a endonucleases (SpCas9, SaCas9, St1Cas9, Mb3Cas12a, and AsCas12a) in embryogenic rice calli from Taipei 309 at 37°C (optimal temperature for most Cas9/Cas12a proteins) and 27°C (optimal temperature for tissue culture) and measured their editing rates under regular tissue culture conditions using Illumina sequencing. StCas9 and AsCas12 were not functional as tested, regardless of the temperature used. SpCas9 was the most efficient endonuclease at either temperature, regardless of whether monoallelic or biallelic edits were considered. Mb3Cas12a at 37°C was the next most efficient endonuclease. Monoallelic edits prevailed for both SaCas9 and Mb3Cas12a at 27°C, but biallelic edits prevailed at 37°C. Overall, the use of other Cas9 orthologs, the use of Cas12a endonucleases, and the optimal temperature can expand the range of targetable sequences.
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Affiliation(s)
- Eudald Illa-Berenguer
- Center for Applied Genetic Technologies, University of Georgia, Athens, GA, United States
- *Correspondence: Eudald Illa-Berenguer,
| | - Peter R. LaFayette
- Center for Applied Genetic Technologies, University of Georgia, Athens, GA, United States
| | - Wayne A. Parrott
- Center for Applied Genetic Technologies, University of Georgia, Athens, GA, United States
- Department of Crop and Soil Sciences, University of Georgia, Athens, GA, United States
- Institute of Plant Breeding, Genetics and Genomics, University of Georgia, Athens, GA, United States
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28
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Chauhan VP, Sharp PA, Langer R. Altered DNA repair pathway engagement by engineered CRISPR-Cas9 nucleases. Proc Natl Acad Sci U S A 2023; 120:e2300605120. [PMID: 36881621 PMCID: PMC10242711 DOI: 10.1073/pnas.2300605120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 02/10/2023] [Indexed: 03/08/2023] Open
Abstract
CRISPR-Cas9 introduces targeted DNA breaks that engage competing DNA repair pathways, producing a spectrum of imprecise insertion/deletion mutations (indels) and precise templated mutations (precise edits). The relative frequencies of these pathways are thought to primarily depend on genomic sequence and cell state contexts, limiting control over mutational outcomes. Here, we report that engineered Cas9 nucleases that create different DNA break structures engage competing repair pathways at dramatically altered frequencies. We accordingly designed a Cas9 variant (vCas9) that produces breaks which suppress otherwise dominant nonhomologous end-joining (NHEJ) repair. Instead, breaks created by vCas9 are predominantly repaired by pathways utilizing homologous sequences, specifically microhomology-mediated end-joining (MMEJ) and homology-directed repair (HDR). Consequently, vCas9 enables efficient precise editing through HDR or MMEJ while suppressing indels caused by NHEJ in dividing and nondividing cells. These findings establish a paradigm of targeted nucleases custom-designed for specific mutational applications.
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Affiliation(s)
- Vikash P. Chauhan
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA02139
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA02139
| | - Phillip A. Sharp
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA02139
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA02139
| | - Robert Langer
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA02139
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, MA02139
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29
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Papaioannou NY, Patsali P, Naiisseh B, Papasavva PL, Koniali L, Kurita R, Nakamura Y, Christou S, Sitarou M, Mussolino C, Cathomen T, Kleanthous M, Lederer CW. High-efficiency editing in hematopoietic stem cells and the HUDEP-2 cell line based on in vitro mRNA synthesis. Front Genome Ed 2023; 5:1141618. [PMID: 36969374 PMCID: PMC10030607 DOI: 10.3389/fgeed.2023.1141618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 02/17/2023] [Indexed: 03/11/2023] Open
Abstract
Introduction: Genome editing tools, such as CRISPR/Cas, TALE nucleases and, more recently, double-strand-break-independent editors, have been successfully used for gene therapy and reverse genetics. Among various challenges in the field, tolerable and efficient delivery of editors to target cells and sites, as well as independence from commercially available tools for flexibility and fast adoption of new editing technology are the most pressing. For many hematopoietic research applications, primary CD34+ cells and the human umbilical cord-derived progenitor erythroid 2 (HUDEP-2) cell line are highly informative substrates and readily accessible for in vitro manipulation. Moreover, ex vivo editing of CD34+ cells has immediate therapeutic relevance. Both cell types are sensitive to standard transfection procedures and reagents, such as lipofection with plasmid DNA, calling for more suitable methodology in order to achieve high efficiency and tolerability of editing with editors of choice. These challenges can be addressed by RNA delivery, either as a mixture of guide RNA and mRNA for CRISRP/Cas-based systems or as a mixture of mRNAs for TALENs. Compared to ribonucleoproteins or proteins, RNA as vector creates flexibility by removing dependence on commercial availability or laborious in-house preparations of novel editor proteins. Compared to DNA, RNA is less toxic and by obviating nuclear transcription and export of mRNA offers faster kinetics and higher editing efficiencies. Methods: Here, we detail an in vitro transcription protocol based on plasmid DNA templates with the addition of Anti-Reverse Cap Analog (ARCA) using T7 RNA polymerase, and poly (A) tailing using poly (A) polymerase, combined with nucleofection of HUDEP-2 and patient-derived CD34+ cells. Our protocol for RNA-based delivery employs widely available reagents and equipment and can easily be adopted for universal in vitro delivery of genome editing tools. Results and Discussion: Drawing on a common use case, we employ the protocol to target a β-globin mutation and to reactivate γ-globin expression as two potential therapies for β-hemoglobinopathies, followed by erythroid differentiation and functional analyses. Our protocol allows high editing efficiencies and unimpaired cell viability and differentiation, with scalability, suitability for functional assessment of editing outcomes and high flexibility in the application to different editors.
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Affiliation(s)
- Nikoletta Y. Papaioannou
- Department of Molecular Genetics Thalassemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Petros Patsali
- Department of Molecular Genetics Thalassemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Basma Naiisseh
- Department of Molecular Genetics Thalassemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Panayiota L. Papasavva
- Department of Molecular Genetics Thalassemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Lola Koniali
- Department of Molecular Genetics Thalassemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Ryo Kurita
- Research and Development Department, Central Blood Institute, Blood Service Headquarters Japanese Red Cross Society, Tokyo, Japan
| | - Yukio Nakamura
- Cell Engineering Division, RIKEN BioResource Research Center, Tsukuba, Japan
| | - Soteroula Christou
- Thalassaemia Centre, State Health Services Organisation of Cyprus, Nicosia, Cyprus
| | - Maria Sitarou
- Thalassaemia Centre, State Health Services Organisation of Cyprus, Larnaca, Cyprus
| | - Claudio Mussolino
- Institute for Transfusion Medicine and Gene Therapy, Medical Center—University of Freiburg, Freiburg, Germany
- Center for Chronic Immunodeficiency (CCI), Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Toni Cathomen
- Institute for Transfusion Medicine and Gene Therapy, Medical Center—University of Freiburg, Freiburg, Germany
- Center for Chronic Immunodeficiency (CCI), Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Marina Kleanthous
- Department of Molecular Genetics Thalassemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Carsten W. Lederer
- Department of Molecular Genetics Thalassemia, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
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30
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Koseki S, Hong L, Yudistyra V, Stan T, Tysinger E, Silverstein R, Kramme C, Amrani N, Savic N, Pacesa M, Rodriguez T, Ponnapati M, Jacobson J, Church G, Truant R, Jinek M, Kleinstiver B, Sontheimer E, Chatterjee P. PAM-Flexible Genome Editing with an Engineered Chimeric Cas9. RESEARCH SQUARE 2023:rs.3.rs-2625838. [PMID: 36945419 PMCID: PMC10029082 DOI: 10.21203/rs.3.rs-2625838/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
CRISPR enzymes require a defined protospacer adjacent motif (PAM) flanking a guide RNA-programmed target site, limiting their sequence accessibility for robust genome editing applications. In this study, we recombine the PAM-interacting domain of SpRY, a broad-targeting Cas9 possessing an NRN > NYN PAM preference, with the N-terminus of Sc++, a Cas9 with simultaneously broad, efficient, and accurate NNG editing capabilities, to generate a chimeric enzyme with highly flexible PAM preference: SpRYc. We demonstrate that SpRYc leverages properties of both enzymes to specifically edit diverse NNN PAMs and disease-related loci for potential therapeutic applications. In total, the unique approaches to generate SpRYc, coupled with its robust flexibility, highlight the power of integrative protein design for Cas9 engineering and motivate downstream editing applications that require precise genomic positioning.
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Affiliation(s)
| | | | | | | | | | | | | | - Nadia Amrani
- RNA Therapeutics Institute, University of Massachusetts Medical Schoo
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31
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Li M, Zhao Y, Xue X, Zhong J, Lin J, Zhou J, Yu W, Chen J, Qiao Y. Cas9-orthologue-mediated cytosine and adenine base editors recognizing NNAAAA PAM sequences. Biotechnol J 2023; 18:e2200533. [PMID: 36800529 DOI: 10.1002/biot.202200533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/16/2022] [Accepted: 02/13/2023] [Indexed: 02/19/2023]
Abstract
CRISPR/Cas9 system has been applied as an effective genome-targeting technology. By fusing deaminases with Cas9 nickase (nCas9), various cytosine and adenine base editors (CBEs and ABEs) have been successfully developed that can efficiently induce nucleotide conversions and install pathogenic single nucleotide variants (SNVs) in cultured cells and animal models. However, the applications of BEs are frequently limited by the specific protospacer adjacent motif (PAM) sequences and protein sizes. To expand the toolbox for BEs that can recognize novel PAM sequences, we cloned a Cas9 ortholog from Streptococcus sinensis (named as SsiCas9) with a smaller size and constructed it into APOBEC1- or APOBEC3A-composed CBEs and TadA or TadA*-composed ABEs, which yield high editing efficiencies, low off-targeting activities, and low indel rates in human cells. Compared to PAMless SpRY Cas9-composed BE4max, SsiCas9-mediated BE4max displayed higher editing efficiencies for targets with "NNAAAA" PAM sequences. Moreover, SsiCas9-mediated BE4max induced highly efficient C-to-T conversions in the mouse Ar gene (R841C) to introduce a human androgen resistance syndrome-related mutation (AR R820C) in early mouse embryos. Thus, we developed novel BEs mediated by SsiCas9, expanded the toolbox for base conversions, and broadened the range of editable genomes in vitro and in vivo.
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Affiliation(s)
- Min Li
- Precise Genome Engineering Center, School of Life Sciences, Guangzhou University, Guangzhou, China
| | - Yuting Zhao
- Precise Genome Engineering Center, School of Life Sciences, Guangzhou University, Guangzhou, China
| | - Xiaowen Xue
- Precise Genome Engineering Center, School of Life Sciences, Guangzhou University, Guangzhou, China
| | - Jingli Zhong
- Precise Genome Engineering Center, School of Life Sciences, Guangzhou University, Guangzhou, China
| | - Jianxiang Lin
- Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Institute of Precision Medicine, Shanghai, China
| | - Jiankui Zhou
- Precise Genome Engineering Center, School of Life Sciences, Guangzhou University, Guangzhou, China
| | - Wenhua Yu
- School of Life Sciences, Guangzhou University, Guangzhou, China
| | - Jun Chen
- Department of Endocrinology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Yunbo Qiao
- Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Institute of Precision Medicine, Shanghai, China
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32
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Sapozhnikov DM, Szyf M. The PROTECTOR strategy employs dCas orthologs to sterically shield off-target sites from CRISPR/Cas activity. Sci Rep 2023; 13:2280. [PMID: 36759683 PMCID: PMC9911626 DOI: 10.1038/s41598-023-29332-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 02/02/2023] [Indexed: 02/11/2023] Open
Abstract
Off-target mutagenesis of CRISPR/Cas systems must be solved to facilitate safe gene therapy. Here, we report a novel approach, termed "PROTECTOR", to shield known off-target sites by directing the binding of an orthologous nuclease-dead Cas protein to the off-target site to sterically interfere with Cas activity. We show that this method reduces off-target mutation rates of two well-studied guide RNAs without compromising on-target activity and that it can be used in combination with high-fidelity Cas enzymes to further reduce off-target editing. This expands the suite of off-target mitigation strategies and offers an ability to protect off-target sites even when their sequences are fully identical to target sites.
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Affiliation(s)
- Daniel M Sapozhnikov
- Department of Pharmacology and Therapeutics, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada.
| | - Moshe Szyf
- Department of Pharmacology and Therapeutics, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
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33
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Getting better all the time - recent progress in the development of CRISPR/Cas-based tools for plant genome engineering. Curr Opin Biotechnol 2023; 79:102854. [PMID: 36455451 DOI: 10.1016/j.copbio.2022.102854] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 11/08/2022] [Indexed: 11/30/2022]
Abstract
Since their first adaptation for plant genome editing, clustered regularly interspaced short palindromic repeats/CRISPR-associated system nucleases and tools have revolutionized the field. While early approaches focused on targeted mutagenesis that relies on mutagenic repair of induced double-strand breaks, newly developed tools now enable the precise induction of predefined modifications. Constant efforts to optimize these tools have led to the generation of more efficient base editors with enlarged editing windows and have enabled previously unachievable C-G transversions. Prime editors were also optimized for the application in plants and now allow to accurately induce substitutions, insertions, and deletions. Recently, great progress was made through precise restructuring of chromosomes, which enables not only the breakage or formation of genetic linkages but also the swapping of promoters.
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34
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Kweon J, Jang AH, Kwon E, Kim U, Shin HR, See J, Jang G, Lee C, Koo T, Kim S, Kim Y. Targeted dual base editing with Campylobacter jejuni Cas9 by single AAV-mediated delivery. Exp Mol Med 2023; 55:377-384. [PMID: 36720917 PMCID: PMC9981745 DOI: 10.1038/s12276-023-00938-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 11/02/2022] [Accepted: 11/29/2022] [Indexed: 02/02/2023] Open
Abstract
Various CRISPR‒Cas9 orthologs are used in genome engineering. One of the smallest Cas9 orthologs is cjCas9 derived from Campylobacter jejuni, which is a highly specific genome editing tool. Here, we developed cjCas9-based base editors including a cytosine base editor (cjCBEmax) and an adenine base editor (cjABE8e) that can successfully induce endogenous base substitutions by up to 91.2% at the HPD gene in HEK293T cells. Analysis of the base editing efficiency of 13 endogenous target sites showed that the active windows of cjCBEmax and cjABE8e are wider than those of spCas9-based base editors and that their specificities are slightly lower than that of cjCas9. Importantly, engineered cjCas9 and gRNA scaffolds can improve the base editing efficiency of cjABE8e by up to 6.4-fold at the HIF1A gene in HEK293T cells. Due to its small size, cjABE8e can be packaged in a single adeno-associated virus vector with two tandem arrays of gRNAs, and the delivery of the resulting AAV could introduce base substitutions at endogenous ANGPT2 and HPD target sites. Overall, our findings have expanded the potential of the use of base editors for in vivo or ex vivo therapeutic approaches.
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Affiliation(s)
- Jiyeon Kweon
- Department of Biomedical Sciences, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - An-Hee Jang
- Department of Biomedical Sciences, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
- Stem Cell Immunomodulation Research Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Eunji Kwon
- Department of Fundamental Pharmaceutical Sciences, Kyung Hee University, Seoul, 02447, Republic of Korea
- Department of Biomedical and Pharmaceutical Sciences, Kyung Hee University, Seoul, 02447, Republic of Korea
| | - Ungi Kim
- Toolgen, Inc., Seoul, 08501, Republic of Korea
| | - Ha Rim Shin
- Department of Biomedical Sciences, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
- Stem Cell Immunomodulation Research Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Jieun See
- Department of Biomedical Sciences, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
- Stem Cell Immunomodulation Research Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Gayoung Jang
- Department of Biomedical Sciences, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
- Stem Cell Immunomodulation Research Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Chaeyeon Lee
- Department of Biomedical Sciences, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
- Stem Cell Immunomodulation Research Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Taeyoung Koo
- Department of Fundamental Pharmaceutical Sciences, Kyung Hee University, Seoul, 02447, Republic of Korea
- Department of Biomedical and Pharmaceutical Sciences, Kyung Hee University, Seoul, 02447, Republic of Korea
| | | | - Yongsub Kim
- Department of Biomedical Sciences, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea.
- Stem Cell Immunomodulation Research Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea.
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35
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Genomically mined acoustic reporter genes for real-time in vivo monitoring of tumors and tumor-homing bacteria. Nat Biotechnol 2023:10.1038/s41587-022-01581-y. [PMID: 36593411 DOI: 10.1038/s41587-022-01581-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 10/20/2022] [Indexed: 01/03/2023]
Abstract
Ultrasound allows imaging at a much greater depth than optical methods, but existing genetically encoded acoustic reporters for in vivo cellular imaging have been limited by poor sensitivity, specificity and in vivo expression. Here we describe two acoustic reporter genes (ARGs)-one for use in bacteria and one for use in mammalian cells-identified through a phylogenetic screen of candidate gas vesicle gene clusters from diverse bacteria and archaea that provide stronger ultrasound contrast, produce non-linear signals distinguishable from background tissue and have stable long-term expression. Compared to their first-generation counterparts, these improved bacterial and mammalian ARGs produce 9-fold and 38-fold stronger non-linear contrast, respectively. Using these new ARGs, we non-invasively imaged in situ tumor colonization and gene expression in tumor-homing therapeutic bacteria, tracked the progression of tumor gene expression and growth in a mouse model of breast cancer, and performed gene-expression-guided needle biopsies of a genetically mosaic tumor, demonstrating non-invasive access to dynamic biological processes at centimeter depth.
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36
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Wang J, Teng Y, Gong X, Zhang J, Wu Y, Lou L, Li M, Xie ZR, Yan Y. Exploring and engineering PAM-diverse Streptococci Cas9 for PAM-directed bifunctional and titratable gene control in bacteria. Metab Eng 2023; 75:68-77. [PMID: 36404524 PMCID: PMC10947553 DOI: 10.1016/j.ymben.2022.10.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 10/05/2022] [Accepted: 10/23/2022] [Indexed: 11/18/2022]
Abstract
The RNA-guided Cas9s serve as powerful tools for programmable gene editing and regulation; their targeting scopes and efficacies, however, are always constrained by the PAM sequence stringency. Most Streptococci Cas9s, including the prototype SpCas9 from S. pyogenes, specifically recognize a canonical NGG PAM via a conserved RxR PAM-binding motif within the PAM-interaction (PI) domain. Here, SpCas9-based mining unveils three distinct and rarely presented PAM-binding motifs (QxxxR, QxQ and RxQ) among Streptococci Cas9 orthologs. With the catalytically-dead QxxxR-containing SedCas9 from S. equinus, we dissect its NAG PAM specificity and elucidate its underlying recognition mechanism via computational prediction and mutagenesis analysis. Replacing the SedCas9 PI domain with alternate PAM-binding motifs rewires its PAM specificity to NGG or NAA. Moreover, a semi-rational design with minimal mutation creates a SedCas9-NQ variant showing robust activity towards expanded NNG and NAA PAMs, based upon which we engineered a compact ω-SedCas9-NQ transcriptional regulator for PAM-directed bifunctional and titratable gene control. The ω-SedCas9-NQ mediated metabolic reprogramming of endogenous genes in Escherichia coli affords a 2.6-fold increase of 4-hydroxycoumarin production. This work reveals new Cas9 scaffolds with distinct PAM-binding motifs for PAM relaxation and creates a new PAM-diverse Cas9 variant for versatile gene control in bacteria.
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Affiliation(s)
- Jian Wang
- School of Chemical, Materials and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA
| | - Yuxi Teng
- School of Chemical, Materials and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA
| | - Xinyu Gong
- School of Chemical, Materials and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA
| | - Jianli Zhang
- School of Chemical, Materials and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA
| | - Yifei Wu
- School of Electrical and Computer Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA
| | - Lei Lou
- School of Electrical and Computer Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA
| | - Michelle Li
- North Oconee High School, Bogart, GA, 30622, USA
| | - Zhong-Ru Xie
- School of Electrical and Computer Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA
| | - Yajun Yan
- School of Chemical, Materials and Biomedical Engineering, College of Engineering, The University of Georgia, Athens, GA, 30602, USA.
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37
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Vasileva A, Selkova P, Arseniev A, Abramova M, Shcheglova N, Musharova O, Mizgirev I, Artamonova T, Khodorkovskii M, Severinov K, Fedorova I. Characterization of CoCas9 nuclease from Capnocytophaga ochracea. RNA Biol 2023; 20:750-759. [PMID: 37743659 PMCID: PMC10521337 DOI: 10.1080/15476286.2023.2256578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/31/2023] [Indexed: 09/26/2023] Open
Abstract
Cas9 nucleases are widely used for genome editing and engineering. Cas9 enzymes encoded by CRISPR-Cas defence systems of various prokaryotic organisms possess different properties such as target site preferences, size, and DNA cleavage efficiency. Here, we biochemically characterized CoCas9 from Capnocytophaga ochracea, a bacterium that inhabits the oral cavity of humans and contributes to plaque formation on teeth. CoCas9 recognizes a novel 5'-NRRWC-3' PAM and efficiently cleaves DNA in vitro. Functional characterization of CoCas9 opens ways for genetic engineering of C. ochracea using its endogenous CRISPR-Cas system. The novel PAM requirement makes CoCas9 potentially useful in genome editing applications.
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Affiliation(s)
- A. Vasileva
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
- Complex of NBICS Technologies, National Research Center “Kurchatov Institute”, Moscow, Russia
| | - P. Selkova
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
- Complex of NBICS Technologies, National Research Center “Kurchatov Institute”, Moscow, Russia
| | - A. Arseniev
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
- Complex of NBICS Technologies, National Research Center “Kurchatov Institute”, Moscow, Russia
| | - M. Abramova
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
| | - N. Shcheglova
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
| | - O. Musharova
- Complex of NBICS Technologies, National Research Center “Kurchatov Institute”, Moscow, Russia
| | - I. Mizgirev
- Laboratory of Carcinogenesis and Aging, N.N. Petrov National Medical Research Center of Oncology, St. Petersburg, Russia
| | - T. Artamonova
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
| | - M. Khodorkovskii
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
| | - K. Severinov
- Complex of NBICS Technologies, National Research Center “Kurchatov Institute”, Moscow, Russia
- Waksman Institute, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - I. Fedorova
- Center of Nanobiotechnology, Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia
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38
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Alonso-Lerma B, Jabalera Y, Samperio S, Morin M, Fernandez A, Hille LT, Silverstein RA, Quesada-Ganuza A, Reifs A, Fernández-Peñalver S, Benitez Y, Soletto L, Gavira JA, Diaz A, Vranken W, Sanchez-Mejias A, Güell M, Mojica FJM, Kleinstiver BP, Moreno-Pelayo MA, Montoliu L, Perez-Jimenez R. Evolution of CRISPR-associated endonucleases as inferred from resurrected proteins. Nat Microbiol 2023; 8:77-90. [PMID: 36593295 DOI: 10.1038/s41564-022-01265-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 10/07/2022] [Indexed: 01/03/2023]
Abstract
Clustered regularly interspaced short palindromic repeats (CRISPR)-associated Cas9 is an effector protein that targets invading DNA and plays a major role in the prokaryotic adaptive immune system. Although Streptococcus pyogenes CRISPR-Cas9 has been widely studied and repurposed for applications including genome editing, its origin and evolution are poorly understood. Here, we investigate the evolution of Cas9 from resurrected ancient nucleases (anCas) in extinct firmicutes species that last lived 2.6 billion years before the present. We demonstrate that these ancient forms were much more flexible in their guide RNA and protospacer-adjacent motif requirements compared with modern-day Cas9 enzymes. Furthermore, anCas portrays a gradual palaeoenzymatic adaptation from nickase to double-strand break activity, exhibits high levels of activity with both single-stranded DNA and single-stranded RNA targets and is capable of editing activity in human cells. Prediction and characterization of anCas with a resurrected protein approach uncovers an evolutionary trajectory leading to functionally flexible ancient enzymes.
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Affiliation(s)
| | | | | | - Matias Morin
- Servicio de Genética, Hospital Universitario Ramón y Cajal, IRYCIS and Centro de Investigaciones Biomédicas en Red de Enfermedades Raras, Madrid, Spain
| | - Almudena Fernandez
- Department of Molecular and Cellular Biology, National Centre for Biotechnology and Centre for Biomedical Network Research on Rare Diseases, Madrid, Spain
| | - Logan T Hille
- Center for Genomic Medicine and Department of Pathology, Massachusetts General Hospital, Boston, MA, USA.,PhD Program in Biological and Biomedical Sciences, Harvard University, Boston, MA, USA
| | - Rachel A Silverstein
- Center for Genomic Medicine and Department of Pathology, Massachusetts General Hospital, Boston, MA, USA.,PhD Program in Biological and Biomedical Sciences, Harvard University, Boston, MA, USA
| | | | | | - Sergio Fernández-Peñalver
- Servicio de Genética, Hospital Universitario Ramón y Cajal, IRYCIS and Centro de Investigaciones Biomédicas en Red de Enfermedades Raras, Madrid, Spain
| | - Yolanda Benitez
- Department of Molecular and Cellular Biology, National Centre for Biotechnology and Centre for Biomedical Network Research on Rare Diseases, Madrid, Spain.,INGEMM, Hospital Universitario La Paz, Madrid, Spain
| | - Lucia Soletto
- Servicio de Genética, Hospital Universitario Ramón y Cajal, IRYCIS and Centro de Investigaciones Biomédicas en Red de Enfermedades Raras, Madrid, Spain
| | - Jose A Gavira
- Laboratorio de Estudios Cristalográficos, IACT, Armilla, Spain
| | - Adrian Diaz
- Interuniversity Institute of Bioinformatics in Brussels, ULB-VUB, Brussels, Belgium.,Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Wim Vranken
- Interuniversity Institute of Bioinformatics in Brussels, ULB-VUB, Brussels, Belgium.,Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium.,Structural Biology Research Centre, VIB, Brussels, Belgium
| | | | - Marc Güell
- Integra Therapeutics S.L., Barcelona, Spain.,Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Francisco J M Mojica
- Dpto. Fisiología, Genética y Microbiología and Instituto Multidisciplinar para el Estudio del Medio 'Ramón Margalef', Universidad de Alicante, Alicante, Spain
| | - Benjamin P Kleinstiver
- Center for Genomic Medicine and Department of Pathology, Massachusetts General Hospital, Boston, MA, USA.,Department of Pathology, Harvard Medical School, Boston, MA, USA
| | - Miguel A Moreno-Pelayo
- Servicio de Genética, Hospital Universitario Ramón y Cajal, IRYCIS and Centro de Investigaciones Biomédicas en Red de Enfermedades Raras, Madrid, Spain
| | - Lluis Montoliu
- Department of Molecular and Cellular Biology, National Centre for Biotechnology and Centre for Biomedical Network Research on Rare Diseases, Madrid, Spain
| | - Raul Perez-Jimenez
- CIC nanoGUNE BRTA, San Sebastian, Spain. .,Ikerbasque Foundation for Science, Bilbao, Spain.
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39
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Okafor I, Ha T. Single Molecule FRET Analysis of CRISPR Cas9 Single Guide RNA Folding Dynamics. J Phys Chem B 2022; 127:45-51. [PMID: 36563314 PMCID: PMC9841515 DOI: 10.1021/acs.jpcb.2c05428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
CRISPR Cas9 is an RNA guided endonuclease that is part of a bacterial adaptive immune system. Single guide RNA (sgRNA) can be designed to target genomic DNA, making Cas9 a programmable DNA binding/cutting enzyme and allowing applications such as epigenome editing, controlling transcription, and targeted DNA insertion. Some of the main hurdles against an even wider adoption are off-target effects and variability in Cas9 editing outcomes. Most studies that aim to understand the mechanisms that underlie these two areas have focused on Cas9 DNA binding, DNA unwinding, and target cleavage. The assembly of Cas9 RNA ribonucleoprotein complex (RNP) precedes all these steps and includes sgRNA folding and Cas9 binding to sgRNA. We know from the crystal structure of the Cas9 RNP what the final sgRNA conformation is. However, the assembly dynamics has not been studied in detail and a better understanding of RNP assembly could lead to better-designed sgRNAs and better editing outcomes. To study this process, we developed a single molecule FRET assay to monitor the conformation of the sgRNA and the binding of Cas9 to sgRNA. We labeled the sgRNA with a donor fluorophore and an acceptor fluorophore such that when the sgRNA folds, there are changes in FRET efficiency. We measured sgRNA folding dynamics under different ion conditions, under various methods of folding (refolding vs vectorial), and with or without Cas9. sgRNA that closely mimics the sgRNA construct used for high resolution structural analysis of the Cas9-gRNA complex showed two main FRET states without Cas9, and Cas9 addition shifted the distribution toward the higher FRET state attributed to the properly assembled complex. Even in the absence of Cas9, folding the sgRNA vectorially using a superhelicase-dependent release of the sgRNA in the direction of transcription resulted in almost exclusively high FRET state. An addition of Cas9 during vectorial folding greatly reduced a slow-folding fraction. Our studies shed light on the heterogeneous folding dynamics of sgRNA and the impact of co-transcriptional folding and Cas9 binding in sgRNA folding. Further studies of sequence dependence may inform rational design of sgRNAs for optimal function.
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Affiliation(s)
- Ikenna
C. Okafor
- Department
of Biology, Johns Hopkins University, Baltimore, Maryland 21218, United States
| | - Taekjip Ha
- Department
of Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, United States,Department
of Biophysics and Biophysical Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States,Department
of Biomedical Engineering, Johns Hopkins
University, Baltimore, Maryland 21218, United States,Howard
Hughes Medical Institute, Baltimore, Maryland 21205, United States,
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40
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Aliaga Goltsman DS, Alexander LM, Lin JL, Fregoso Ocampo R, Freeman B, Lamothe RC, Perez Rivas A, Temoche-Diaz MM, Chadha S, Nordenfelt N, Janson OP, Barr I, Devoto AE, Cost GJ, Butterfield CN, Thomas BC, Brown CT. Compact Cas9d and HEARO enzymes for genome editing discovered from uncultivated microbes. Nat Commun 2022; 13:7602. [PMID: 36522342 PMCID: PMC9755519 DOI: 10.1038/s41467-022-35257-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 11/24/2022] [Indexed: 12/23/2022] Open
Abstract
Programmable, RNA-guided nucleases are diverse enzymes that have been repurposed for biotechnological applications. However, to further expand the therapeutic application of these tools there is a need for targetable systems that are small enough to be delivered efficiently. Here, we mined an extensive genome-resolved metagenomics database and identified families of uncharacterized RNA-guided, compact nucleases (between 450 and 1,050 aa). We report that Cas9d, a new CRISPR type II subtype, contains Zinc-finger motifs and high arginine content, features that we also found in nucleases related to HEARO effectors. These enzymes exhibit diverse biochemical characteristics and are broadly targetable. We show that natural Cas9d enzymes are capable of genome editing in mammalian cells with >90% efficiency, and further engineered nickase variants into the smallest base editors active in E. coli and human cells. Their small size, broad targeting potential, and translatability suggest that Cas9d and HEARO systems will enable a variety of genome editing applications.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Ian Barr
- Metagenomi Inc. 1545 Park Ave, Emeryville, CA 94608 USA
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41
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Sapozhnikov DM, Szyf M. Enzyme-free targeted DNA demethylation using CRISPR-dCas9-based steric hindrance to identify DNA methylation marks causal to altered gene expression. Nat Protoc 2022; 17:2840-2881. [PMID: 36207463 DOI: 10.1038/s41596-022-00741-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 06/22/2022] [Indexed: 11/09/2022]
Abstract
DNA methylation involves the enzymatic addition of a methyl group primarily to cytosine residues in DNA. This protocol describes how to produce complete and minimally confounded DNA demethylation of specific sites in the genome of cultured cells by clustered regularly interspaced short palindromic repeats (CRISPR)-dCas9 and without the involvement of an epigenetic-modifying enzyme, the purpose of which is the evaluation of the functional (i.e., gene expression or phenotypic) consequences of DNA demethylation of specific sites that have been previously implicated in particular pathological or physiological contexts. This protocol maximizes the ability of the easily reprogrammable CRISPR-dCas9 system to assess the impact of DNA methylation from a causal rather than correlational perspective: alternative protocols for CRISPR-dCas9-based site-specific DNA methylation or demethylation rely on the recruitment of epigenetic enzymes that exhibit additional nonspecific activities at both the targeted site and throughout the genome, confounding conclusions of causality of DNA methylation. Inhibition or loss of DNA methylation is accomplished by three consecutive lentiviral transductions. The first two lentiviruses establish stable expression of dCas9 and a guide RNA, which will physically obstruct either maintenance or de novo DNA methyltransferase activity at the guide RNA target site. A third lentivirus introduces Cre recombinase to delete the dCas9 transgene, which leads to loss of dCas9 from the target site, allowing transcription factors and/or the transcription machinery to interact with the demethylated target site. This protocol requires 3-8 months to complete owing to prolonged cell passaging times, but there is little hands-on time, and no specific skills beyond basic molecular biology techniques are necessary.
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Affiliation(s)
- Daniel M Sapozhnikov
- Department of Pharmacology and Therapeutics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Moshe Szyf
- Department of Pharmacology and Therapeutics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.
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42
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Roberts A, Nethery MA, Barrangou R. Functional characterization of diverse type I-F CRISPR-associated transposons. Nucleic Acids Res 2022; 50:11670-11681. [PMID: 36384163 PMCID: PMC9723613 DOI: 10.1093/nar/gkac985] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/07/2022] [Accepted: 10/18/2022] [Indexed: 11/18/2022] Open
Abstract
CRISPR-Cas systems generally provide adaptive immunity in prokaryotes through RNA-guided degradation of foreign genetic elements like bacteriophages and plasmids. Recently, however, transposon-encoded and nuclease-deficient CRISPR-Cas systems were characterized and shown to be co-opted by Tn7-like transposons for CRISPR RNA-guided DNA transposition. As a genome engineering tool, these CRISPR-Cas systems and their associated transposon proteins can be deployed for programmable, site-specific integration of sizable cargo DNA, circumventing the need for DNA cleavage and homology-directed repair involving endogenous repair machinery. Here, we selected a diverse set of type I-F3 CRISPR-associated transposon systems derived from Gammaproteobacteria, predicted all components essential for transposition activity, and deployed them for functionality testing within Escherichia coli. Our results demonstrate that these systems possess a significant range of integration efficiencies with regards to temperature, transposon size, and flexible PAM requirements. Additionally, our findings support the categorization of these systems into functional compatibility groups for efficient and orthogonal RNA-guided DNA integration. This work expands the CRISPR-based toolbox with new CRISPR RNA-guided DNA integrases that can be applied to complex and extensive genome engineering efforts.
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Affiliation(s)
- Avery Roberts
- Genomic Sciences Graduate Program, North Carolina State University, Raleigh, NC 27695, USA,Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC 27695, USA
| | - Matthew A Nethery
- Genomic Sciences Graduate Program, North Carolina State University, Raleigh, NC 27695, USA,Department of Food, Bioprocessing and Nutrition Sciences, North Carolina State University, Raleigh, NC 27695, USA
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43
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Shi YJ, Duan M, Ding JM, Wang FQ, Bi LL, Zhang CX, Zhang YZ, Duan JY, Huang AH, Lei XL, Yin H, Zhang Y. DNA topology regulates PAM-Cas9 interaction and DNA unwinding to enable near-PAMless cleavage by thermophilic Cas9. Mol Cell 2022; 82:4160-4175.e6. [DOI: 10.1016/j.molcel.2022.09.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 08/04/2022] [Accepted: 09/27/2022] [Indexed: 11/06/2022]
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Ciciani M, Demozzi M, Pedrazzoli E, Visentin E, Pezzè L, Signorini LF, Blanco-Miguez A, Zolfo M, Asnicar F, Casini A, Cereseto A, Segata N. Automated identification of sequence-tailored Cas9 proteins using massive metagenomic data. Nat Commun 2022; 13:6474. [PMID: 36309502 PMCID: PMC9617884 DOI: 10.1038/s41467-022-34213-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 10/17/2022] [Indexed: 12/25/2022] Open
Abstract
The identification of the protospacer adjacent motif (PAM) sequences of Cas9 nucleases is crucial for their exploitation in genome editing. Here we develop a computational pipeline that was used to interrogate a massively expanded dataset of metagenome and virome assemblies for accurate and comprehensive PAM predictions. This procedure allows the identification and isolation of sequence-tailored Cas9 nucleases by using the target sequence as bait. As proof of concept, starting from the disease-causing mutation P23H in the RHO gene, we find, isolate and experimentally validate a Cas9 which uses the mutated sequence as PAM. Our PAM prediction pipeline will be instrumental to generate a Cas9 nuclease repertoire responding to any PAM requirement.
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Affiliation(s)
- Matteo Ciciani
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
| | - Michele Demozzi
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
| | - Eleonora Pedrazzoli
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
| | - Elisabetta Visentin
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
| | | | - Lorenzo Federico Signorini
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
- Shmunis School of Biomedicine and Cancer research, Tel Aviv University, Tel Aviv, Israel
| | - Aitor Blanco-Miguez
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
| | - Moreno Zolfo
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
| | - Francesco Asnicar
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy
| | | | - Anna Cereseto
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy.
| | - Nicola Segata
- Department of Computational, Cellular and Integrative Biology, University of Trento, Trento, Italy.
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45
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Urbaitis T, Gasiunas G, Young JK, Hou Z, Paulraj S, Godliauskaite E, Juskeviciene MM, Stitilyte M, Jasnauskaite M, Mabuchi M, Robb GB, Siksnys V. A new family of CRISPR-type V nucleases with C-rich PAM recognition. EMBO Rep 2022; 23:e55481. [PMID: 36268581 PMCID: PMC9724661 DOI: 10.15252/embr.202255481] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 09/27/2022] [Accepted: 09/29/2022] [Indexed: 12/12/2022] Open
Abstract
Most CRISPR-type V nucleases are stimulated to cleave double-stranded (ds) DNA targets by a T-rich PAM, which restricts their targeting range. Here, we identify and characterize a new family of type V RNA-guided nuclease, Cas12l, that exclusively recognizes a C-rich (5'-CCY-3') PAM. The organization of genes within its CRISPR locus is similar to type II-B CRISPR-Cas9 systems, but both sequence analysis and functional studies establish it as a new family of type V effector. Biochemical experiments show that Cas12l nucleases function optimally between 37 and 52°C, depending on the ortholog, and preferentially cut supercoiled DNA. Like other type V nucleases, it exhibits collateral nonspecific ssDNA and ssRNA cleavage activity that is triggered by ssDNA or dsDNA target recognition. Finally, we show that one family member, Asp2Cas12l, functions in a heterologous cellular environment, altogether, suggesting that this new group of CRISPR-associated nucleases may be harnessed as genome editing reagents.
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Affiliation(s)
- Tomas Urbaitis
- CasZymeVilniusLithuania,Institute of BiotechnologyVilnius UniversityVilniusLithuania
| | | | | | - Zhenglin Hou
- Farming Solutions & DigitalCorteva Agriscience™JohnstonIAUSA
| | | | | | | | - Migle Stitilyte
- CasZymeVilniusLithuania,Institute of BiotechnologyVilnius UniversityVilniusLithuania
| | - Monika Jasnauskaite
- CasZymeVilniusLithuania,Present address:
LSC‐EMBL Partnership Institute for Genome Technologies Editing, Life Sciences CenterVilnius UniversityVilniusLithuania
| | | | | | - Virginijus Siksnys
- CasZymeVilniusLithuania,Institute of BiotechnologyVilnius UniversityVilniusLithuania
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46
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Immune Responses to Gene Editing by Viral and Non-Viral Delivery Vectors Used in Retinal Gene Therapy. Pharmaceutics 2022; 14:pharmaceutics14091973. [PMID: 36145721 PMCID: PMC9502120 DOI: 10.3390/pharmaceutics14091973] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/02/2022] [Accepted: 09/13/2022] [Indexed: 11/17/2022] Open
Abstract
Inherited retinal diseases (IRDs) are a leading cause of blindness in industrialized countries, and gene therapy is quickly becoming a viable option to treat this group of diseases. Gene replacement using a viral vector has been successfully applied and advanced to commercial use for a rare group of diseases. This, and the advances in gene editing, are paving the way for the emergence of a new generation of therapies that use CRISPR-Cas9 to edit mutated genes in situ. These CRISPR-based agents can be delivered to the retina as transgenes in a viral vector, unpackaged transgenes or as proteins or messenger RNA using non-viral vectors. Although the eye is considered to be an immune-privileged organ, studies in animals, as well as evidence from clinics, have concluded that ocular gene therapies elicit an immune response that can under certain circumstances result in inflammation. In this review, we evaluate studies that have reported on pre-existing immunity, and discuss both innate and adaptive immune responses with a specific focus on immune responses to gene editing, both with non-viral and viral delivery in the ocular space. Lastly, we discuss approaches to prevent and manage the immune responses to ensure safe and efficient gene editing in the retina.
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47
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Mitrofanov A, Ziemann M, Alkhnbashi OS, Hess WR, Backofen R. CRISPRtracrRNA: robust approach for CRISPR tracrRNA detection. Bioinformatics 2022; 38:ii42-ii48. [PMID: 36124799 PMCID: PMC9486595 DOI: 10.1093/bioinformatics/btac466] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
MOTIVATION The CRISPR-Cas9 system is a Type II CRISPR system that has rapidly become the most versatile and widespread tool for genome engineering. It consists of two components, the Cas9 effector protein, and a single guide RNA that combines the spacer (for identifying the target) with the tracrRNA, a trans-activating small RNA required for both crRNA maturation and interference. While there are well-established methods for screening Cas effector proteins and CRISPR arrays, the detection of tracrRNA remains the bottleneck in detecting Class 2 CRISPR systems. RESULTS We introduce a new pipeline CRISPRtracrRNA for screening and evaluation of tracrRNA candidates in genomes. This pipeline combines evidence from different components of the Cas9-sgRNA complex. The core is a newly developed structural model via covariance models from a sequence-structure alignment of experimentally validated tracrRNAs. As additional evidence, we determine the terminator signal (required for the tracrRNA transcription) and the RNA-RNA interaction between the CRISPR array repeat and the 5'-part of the tracrRNA. Repeats are detected via an ML-based approach (CRISPRidenify). Providing further evidence, we detect the cassette containing the Cas9 (Type II CRISPR systems) and Cas12 (Type V CRISPR systems) effector protein. Our tool is the first for detecting tracrRNA for Type V systems. AVAILABILITY AND IMPLEMENTATION The implementation of the CRISPRtracrRNA is available on GitHub upon requesting the access permission, (https://github.com/BackofenLab/CRISPRtracrRNA). Data generated in this study can be obtained upon request to the corresponding person: Rolf Backofen (backofen@informatik.uni-freiburg.de). SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
| | | | | | - Wolfgang R Hess
- Faculty of Biology, Genetics and Experimental Bioinformatics, University of Freiburg, Freiburg, Germany
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48
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Mahler M, Costa AR, van Beljouw SPB, Fineran PC, Brouns SJJ. Approaches for bacteriophage genome engineering. Trends Biotechnol 2022; 41:669-685. [PMID: 36117025 DOI: 10.1016/j.tibtech.2022.08.008] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/08/2022] [Accepted: 08/22/2022] [Indexed: 12/26/2022]
Abstract
In recent years, bacteriophage research has been boosted by a rising interest in using phage therapy to treat antibiotic-resistant bacterial infections. In addition, there is a desire to use phages and their unique proteins for specific biocontrol applications and diagnostics. However, the ability to manipulate phage genomes to understand and control gene functions, or alter phage properties such as host range, has remained challenging due to a lack of universal selectable markers. Here, we discuss the state-of-the-art techniques to engineer and select desired phage genomes using advances in cell-free methodologies and clustered regularly interspaced short palindromic repeats-CRISPR associated protein (CRISPR-Cas) counter-selection approaches.
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Affiliation(s)
- Marina Mahler
- Department of Microbiology and Immunology, University of Otago, Dunedin, New Zealand; Department of Bionanoscience, Delft University of Technology, Delft, the Netherlands
| | - Ana Rita Costa
- Department of Bionanoscience, Delft University of Technology, Delft, the Netherlands; Kavli Institute of Nanoscience, Delft, the Netherlands
| | - Sam P B van Beljouw
- Department of Bionanoscience, Delft University of Technology, Delft, the Netherlands; Kavli Institute of Nanoscience, Delft, the Netherlands
| | - Peter C Fineran
- Department of Microbiology and Immunology, University of Otago, Dunedin, New Zealand; Bioprotection Aotearoa, University of Otago, Dunedin, New Zealand; Genetics Otago, University of Otago, Dunedin, New Zealand
| | - Stan J J Brouns
- Department of Bionanoscience, Delft University of Technology, Delft, the Netherlands; Kavli Institute of Nanoscience, Delft, the Netherlands.
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49
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Barragán-Álvarez CP, Flores-Fernandez JM, Hernández-Pérez OR, Ávila-Gónzalez D, Díaz NF, Padilla-Camberos E, Dublan-García O, Gómez-Oliván LM, Diaz-Martinez NE. Recent advances in the use of CRISPR/Cas for understanding the early development of molecular gaps in glial cells. Front Cell Dev Biol 2022; 10:947769. [PMID: 36120556 PMCID: PMC9479146 DOI: 10.3389/fcell.2022.947769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 08/01/2022] [Indexed: 12/03/2022] Open
Abstract
Glial cells are non-neuronal elements of the nervous system (NS) and play a central role in its development, maturation, and homeostasis. Glial cell interest has increased, leading to the discovery of novel study fields. The CRISPR/Cas system has been widely employed for NS understanding. Its use to study glial cells gives crucial information about their mechanisms and role in the central nervous system (CNS) and neurodegenerative disorders. Furthermore, the increasingly accelerated discovery of genes associated with the multiple implications of glial cells could be studied and complemented with the novel screening methods of high-content and single-cell screens at the genome-scale as Perturb-Seq, CRISP-seq, and CROPseq. Besides, the emerging methods, GESTALT, and LINNAEUS, employed to generate large-scale cell lineage maps have yielded invaluable information about processes involved in neurogenesis. These advances offer new therapeutic approaches to finding critical unanswered questions about glial cells and their fundamental role in the nervous system. Furthermore, they help to better understanding the significance of glial cells and their role in developmental biology.
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Affiliation(s)
- Carla Patricia Barragán-Álvarez
- Laboratorio de Reprogramación Celular y Bioingeniería de Tejidos, Biotecnología Médica y Farmacéutica, Centro de Investigación y Asistencia en Tecnología y Diseño Del Estado de Jalisco, Guadalajara, Mexico
| | - José Miguel Flores-Fernandez
- Departamento de Investigación e Innovación, Universidad Tecnológica de Oriental, Oriental, Mexico
- Department of Biochemistry & Centre for Prions and Protein Folding Diseases, University of Alberta, Edmonton, AB, Canada
| | | | - Daniela Ávila-Gónzalez
- Laboratorio de Reprogramación Celular y Bioingeniería de Tejidos, Biotecnología Médica y Farmacéutica, Centro de Investigación y Asistencia en Tecnología y Diseño Del Estado de Jalisco, Guadalajara, Mexico
- Departamento de Fisiología y Desarrollo Celular, Instituto Nacional de Perinatología, México City, Mexico
| | - Nestor Fabian Díaz
- Departamento de Fisiología y Desarrollo Celular, Instituto Nacional de Perinatología, México City, Mexico
| | - Eduardo Padilla-Camberos
- Laboratorio de Reprogramación Celular y Bioingeniería de Tejidos, Biotecnología Médica y Farmacéutica, Centro de Investigación y Asistencia en Tecnología y Diseño Del Estado de Jalisco, Guadalajara, Mexico
| | - Octavio Dublan-García
- Laboratorio de Alimentos y Toxicología Ambiental, Facultad de Química, Universidad Autónoma Del Estado de México, Toluca, México
| | - Leobardo Manuel Gómez-Oliván
- Laboratorio de Alimentos y Toxicología Ambiental, Facultad de Química, Universidad Autónoma Del Estado de México, Toluca, México
| | - Nestor Emmanuel Diaz-Martinez
- Laboratorio de Reprogramación Celular y Bioingeniería de Tejidos, Biotecnología Médica y Farmacéutica, Centro de Investigación y Asistencia en Tecnología y Diseño Del Estado de Jalisco, Guadalajara, Mexico
- *Correspondence: Nestor Emmanuel Diaz-Martinez,
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50
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Vasilev R, Gunitseva N, Shebanova R, Korzhenkov A, Vlaskina A, Evteeva M, Polushkina I, Nikitchina N, Toshchakov S, Kamenski P, Patrushev M, Mazunin I. Targeted Modification of Mammalian DNA by a Novel Type V Cas12a Endonuclease from Ruminococcus bromii. Int J Mol Sci 2022; 23:ijms23169289. [PMID: 36012553 PMCID: PMC9409102 DOI: 10.3390/ijms23169289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/12/2022] [Accepted: 08/16/2022] [Indexed: 11/25/2022] Open
Abstract
Type V Cas12a nucleases are DNA editors working in a wide temperature range and using expanded protospacer-adjacent motifs (PAMs). Though they are widely used, there is still a demand for discovering new ones. Here, we demonstrate a novel ortholog from Ruminococcus bromii sp. entitled RbCas12a, which is able to efficiently cleave target DNA templates, using the particularly high accessibility of PAM 5′-YYN and a relatively wide temperature range from 20 °C to 42 °C. In comparison to Acidaminococcus sp. (AsCas12a) nuclease, RbCas12a is capable of processing DNA more efficiently, and can be active upon being charged by spacer-only RNA at lower concentrations in vitro. We show that the human-optimized RbCas12a nuclease is also active in mammalian cells, and can be applied for efficient deletion incorporation into the human genome. Given the advantageous properties of RbCas12a, this enzyme shows potential for clinical and biotechnological applications within the field of genome editing.
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Affiliation(s)
- Ruslan Vasilev
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
- Faculty of Biology, Lomonosov Moscow State University, 119991 Moscow, Russia
- Correspondence: (R.V.); (I.M.)
| | - Natalia Gunitseva
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
| | - Regina Shebanova
- Center of Life Sciences, Skolkovo Institute of Science and Technology, 143026 Moscow, Russia
| | - Aleksei Korzhenkov
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
| | - Anna Vlaskina
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
| | - Marta Evteeva
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
| | - Irina Polushkina
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
| | - Natalia Nikitchina
- Center of Life Sciences, Skolkovo Institute of Science and Technology, 143026 Moscow, Russia
- UMR7156–Molecular Genetics, Genomics, Microbiology, University of Strasbourg and Centre National de la Recherche Scientifique (CNRS), 67000 Strasbourg, France
| | - Stepan Toshchakov
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
| | - Piotr Kamenski
- Faculty of Biology, Lomonosov Moscow State University, 119991 Moscow, Russia
| | - Maxim Patrushev
- Kurchatov Genomics Center, National Research Center “Kurchatov Institute”, 123098 Moscow, Russia
| | - Ilya Mazunin
- Center of Life Sciences, Skolkovo Institute of Science and Technology, 143026 Moscow, Russia
- Medical Genomics LLC, 119192 Moscow, Russia
- Correspondence: (R.V.); (I.M.)
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