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Amoah P, Oumarou Mahamane AR, Byiringiro MH, Mahula NJ, Manneh N, Oluwasegun YR, Assfaw AT, Mukiti HM, Garba AD, Chiemeke FK, Bernard Ojuederie O, Olasanmi B. Genome editing in Sub-Saharan Africa: a game-changing strategy for climate change mitigation and sustainable agriculture. GM CROPS & FOOD 2024; 15:279-302. [PMID: 39481911 PMCID: PMC11533803 DOI: 10.1080/21645698.2024.2411767] [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: 06/02/2024] [Revised: 09/23/2024] [Accepted: 09/27/2024] [Indexed: 11/03/2024]
Abstract
Sub-Saharan Africa's agricultural sector faces a multifaceted challenge due to climate change consisting of high temperatures, changing precipitation trends, alongside intensified pest and disease outbreaks. Conventional plant breeding methods have historically contributed to yield gains in Africa, and the intensifying demand for food security outpaces these improvements due to a confluence of factors, including rising urbanization, improved living standards, and population growth. To address escalating food demands amidst urbanization, rising living standards, and population growth, a paradigm shift toward more sustainable and innovative crop improvement strategies is imperative. Genome editing technologies offer a promising avenue for achieving sustained yield increases while bolstering resilience against escalating biotic and abiotic stresses associated with climate change. Clustered Regularly Interspaced Short Palindromic Repeats/CRISPR-associated protein (CRISPR/Cas) is unique due to its ubiquity, efficacy, alongside precision, making it a pivotal tool for Sub-Saharan African crop improvement. This review highlights the challenges and explores the prospect of gene editing to secure the region's future foods.
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Affiliation(s)
- Peter Amoah
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | | | - Moise Hubert Byiringiro
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Neo Jeremiah Mahula
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Nyimasata Manneh
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Yetunde Ruth Oluwasegun
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Abebawork Tilahun Assfaw
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Hellen Mawia Mukiti
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Abubakar Danlami Garba
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Felicity Kido Chiemeke
- Plant Breeding Programme, Pan African University Life and Earth Sciences Institute (Including Health and Agriculture), Ibadan, Nigeria
| | - Omena Bernard Ojuederie
- Department of Biological Sciences, Biotechnology Unit, Faculty of Science, Kings University, Ode-Omu, Nigeria
- Food Security and Safety Focus Area, Faculty of Natural and Agricultural Sciences, North-West University, Mmabatho, South Africa
| | - Bunmi Olasanmi
- Department of Crop and Horticultural Science, Faculty of Agriculture, University of Ibadan, Ibadan, Nigeria
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2
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Wen S, Zhao Y, Qi X, Cai M, Huang K, Liu H, Kong DX. Conformational plasticity of SpyCas9 induced by AcrIIA4 and AcrIIA2: Insights from molecular dynamics simulation. Comput Struct Biotechnol J 2024; 23:537-548. [PMID: 38235361 PMCID: PMC10791570 DOI: 10.1016/j.csbj.2023.12.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 12/06/2023] [Accepted: 12/22/2023] [Indexed: 01/19/2024] Open
Abstract
CRISPR-Cas9 systems constitute bacterial adaptive immune systems that protect against phage infections. Bacteriophages encode anti-CRISPR proteins (Acrs) that mitigate the bacterial immune response. However, the structural basis for their inhibitory actions from a molecular perspective remains elusive. In this study, through microsecond atomistic molecular dynamics simulations, we demonstrated the remarkable flexibility of Streptococcus pyogenes Cas9 (SpyCas9) and its conformational adaptability during interactions with AcrIIA4 and AcrIIA2. Specifically, we demonstrated that the binding of AcrIIA4 and AcrIIA2 to SpyCas9 induces a conformational rearrangement that causes spatial separation between the nuclease and cleavage sites, thus making the endonuclease inactive. This separation disrupts the transmission of signals between the protospacer adjacent motif recognition and nuclease domains, thereby impeding the efficient processing of double-stranded DNA. The simulation also reveals that AcrIIA4 and AcrIIA2 cause different structural variations of SpyCas9. Our research illuminates the precise mechanisms underlying the suppression of SpyCas9 by AcrIIA4 and AcrIIA2, thus presenting new possibilities for controlling genome editing with higher accuracy.
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Affiliation(s)
- Shuixiu Wen
- National Key Laboratory of Agricultural Microbiology, Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan, PR China
| | - Yuxin Zhao
- National Key Laboratory of Agricultural Microbiology, Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan, PR China
| | - Xinyu Qi
- National Key Laboratory of Agricultural Microbiology, Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan, PR China
| | - Mingzhu Cai
- National Key Laboratory of Agricultural Microbiology, Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan, PR China
| | - Kaisheng Huang
- National Key Laboratory of Agricultural Microbiology, Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan, PR China
| | - Hui Liu
- National Key Laboratory of Agricultural Microbiology, Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan, PR China
| | - De-Xin Kong
- National Key Laboratory of Agricultural Microbiology, Agricultural Bioinformatics Key Laboratory of Hubei Province, College of Informatics, Huazhong Agricultural University, Wuhan, PR China
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3
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Hu M, Ge J, Jiang Y, Sun X, Guo D, Gu Y. Advances and perspectives in genetic expression and operation for the oleaginous yeast Yarrowia lipolytica. Synth Syst Biotechnol 2024; 9:618-626. [PMID: 38784195 PMCID: PMC11109602 DOI: 10.1016/j.synbio.2024.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 05/06/2024] [Accepted: 05/07/2024] [Indexed: 05/25/2024] Open
Abstract
The utilization of industrial biomanufacturing has emerged as a viable and sustainable alternative to fossil-based resources for producing functional chemicals. Moreover, advancements in synthetic biology have created new opportunities for the development of innovative cell factories. Notably, Yarrowia lipolytica, an oleaginous yeast that is generally regarded as safe, possesses several advantageous characteristics, including the ability to utilize inexpensive renewable carbon sources, well-established genetic backgrounds, and mature genetic manipulation methods. Consequently, there is increasing interest in manipulating the metabolism of this yeast to enhance its potential as a biomanufacturing platform. Here, we reviewed the latest developments in genetic expression strategies and manipulation tools related to Y. lipolytica, particularly focusing on gene expression, chromosomal operation, CRISPR-based tool, and dynamic biosensors. The purpose of this review is to serve as a valuable reference for those interested in the development of a Y. lipolytica microbial factory.
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Affiliation(s)
- Mengchen Hu
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, Nanjing, 210023, China
| | - Jianyue Ge
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, Nanjing, 210023, China
| | - Yaru Jiang
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, Nanjing, 210023, China
| | - Xiaoman Sun
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, Nanjing, 210023, China
| | - Dongshen Guo
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, Nanjing, 210023, China
| | - Yang Gu
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, Nanjing, 210023, China
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4
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Chandrababu A, Puthumana J. CRISPR-edited, cell-based future-proof meat and seafood to enhance global food security and nutrition. Cytotechnology 2024; 76:619-652. [PMID: 39435422 PMCID: PMC11490478 DOI: 10.1007/s10616-024-00645-y] [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: 10/03/2023] [Accepted: 07/15/2024] [Indexed: 10/23/2024] Open
Abstract
Food security is a major concern due to the growing population and climate change. A method for increasing food production is the use of modern biotechnology, such as cell culture, marker-assisted selection, and genetic engineering. Cellular agriculture has enabled the production of cell-cultivated meat in bioreactors that mimic the properties of conventional meat. Furthermore, 3D food printing technology has improved food production by adding new nutritional and organoleptic properties. Marker-assisted selection and genetic engineering could play an important role in producing animals and crops with desirable traits. Therefore, integrating cellular agriculture with genetic engineering technology could be a potential strategy for the production of cell-based meat and seafood with high health benefits in the future. This review highlights the production of cell-cultivated meat derived from a variety of species, including livestock, birds, fish, and marine crustaceans. It also investigates the application of genetic engineering methods, such as CRISPR/Cas (clustered regularly interspaced short palindromic repeats/CRISPR-associated protein), in the context of cellular agriculture. Moreover, it examines aspects such as food safety, regulatory considerations, and consumer acceptance of genetically engineered cell-cultivated meat and seafood.
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Affiliation(s)
- Aswathy Chandrababu
- National Centre for Aquatic Animal Health, Cochin University of Science and Technology, Cochin, Kerala 16 India
| | - Jayesh Puthumana
- National Centre for Aquatic Animal Health, Cochin University of Science and Technology, Cochin, Kerala 16 India
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5
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Rao J, Wang X, Chen X, Liu Y, Jiang J, Wang Z. Multi-omics analysis reveals that Cas13d contributes to PI3K-AKT signaling and facilitates cell proliferation via PFKFB4 upregulation. Gene 2024; 927:148760. [PMID: 38992762 DOI: 10.1016/j.gene.2024.148760] [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: 05/14/2024] [Revised: 06/30/2024] [Accepted: 07/08/2024] [Indexed: 07/13/2024]
Abstract
The CRISPR-Cas system is a powerful gene editing technology, the clinical application of which is currently constrained due to safety concerns. A substantial body of safety research concerning Cas9 exists; however, scant attention has been directed toward investigating the safety profile of the emergent Cas13 system, which confers RNA editing capabilities. In particular, uncertainties persist regarding the potential cellular impacts of Cas13d in the absence of reliance on a cleavage effect. In this study, we conducted an initial exploration of the effects of Cas13d on HeLa cells. Total RNA and protein samples were extracted after transfection with a Cas13d-expressing plasmid construct, followed by transcriptomic and proteomic sequencing. Differential gene expression analysis identified 94 upregulated and 847 downregulated genes, while differential protein expression analysis identified 185 upregulated and 231 downregulated proteins. Subsequently, enrichment analysis was conducted on the transcriptome and proteome sequencing data, revealing that the PI3K-Akt signaling pathway is a common term. After intersecting the differentially expressed genes enriched in the PI3K-Akt signaling pathway with all the differentially expressed proteins, it was found that the expression of the related regulatory gene PFKFB4 was upregulated. Moreover, western blot analysis demonstrated that Cas13d can mediate PI3K-Akt signaling upregulation through overexpression of PFKFB4. CCK-8 assay, colony formation, and EdU experiments showed that Cas13d can promote cell proliferation. Our data demonstrate, for the first time, that Cas13d significantly impacts the transcriptomic and proteomic profiles, and proliferation phenotype, of HeLa cells, thus offering novel insights into safety considerations regarding gene editing systems.
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Affiliation(s)
- Jin Rao
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Xuefu Wang
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China; School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Xiangyu Chen
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yudi Liu
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Junfeng Jiang
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China; Histology and Embryology Department, Naval Medical University, Shanghai, China.
| | - Zhinong Wang
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai, China.
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Kumar R, Das SP, Choudhury BU, Kumar A, Prakash NR, Verma R, Chakraborti M, Devi AG, Bhattacharjee B, Das R, Das B, Devi HL, Das B, Rawat S, Mishra VK. Advances in genomic tools for plant breeding: harnessing DNA molecular markers, genomic selection, and genome editing. Biol Res 2024; 57:80. [PMID: 39506826 PMCID: PMC11542492 DOI: 10.1186/s40659-024-00562-6] [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: 06/25/2024] [Accepted: 10/28/2024] [Indexed: 11/08/2024] Open
Abstract
Conventional pre-genomics breeding methodologies have significantly improved crop yields since the mid-twentieth century. Genomics provides breeders with advanced tools for whole-genome study, enabling a direct genotype-phenotype analysis. This shift has led to precise and efficient crop development through genomics-based approaches, including molecular markers, genomic selection, and genome editing. Molecular markers, such as SNPs, are crucial for identifying genomic regions linked to important traits, enhancing breeding accuracy and efficiency. Genomic resources viz. genetic markers, reference genomes, sequence and protein databases, transcriptomes, and gene expression profiles, are vital in plant breeding and aid in the identification of key traits, understanding genetic diversity, assist in genomic mapping, support marker-assisted selection and speeding up breeding programs. Advanced techniques like CRISPR/Cas9 allow precise gene modification, accelerating breeding processes. Key techniques like Genome-Wide Association study (GWAS), Marker-Assisted Selection (MAS), and Genomic Selection (GS) enable precise trait selection and prediction of breeding outcomes, improving crop yield, disease resistance, and stress tolerance. These tools are handy for complex traits influenced by multiple genes and environmental factors. This paper explores new genomic technologies like molecular markers, genomic selection, and genome editing for plant breeding showcasing their impact on developing new plant varieties.
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Affiliation(s)
- Rahul Kumar
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India.
| | | | - Burhan Uddin Choudhury
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Amit Kumar
- ICAR Research Complex for NEH Region, Umiam, 793103, Meghalaya, India
| | | | - Ramlakhan Verma
- ICAR-National Rice Research Institute, Cuttack, 753006, Odisha, India
| | | | - Ayam Gangarani Devi
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Bijoya Bhattacharjee
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Rekha Das
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Bapi Das
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | | | - Biswajit Das
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Santoshi Rawat
- Department of Food Science and Technology, College of Agriculture, G.B.P.U.A.&T., Pantnagar, India
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Mamatha Bhanu LS, Kataki S, Chatterjee S. CRISPR: New promising biotechnological tool in wastewater treatment. J Microbiol Methods 2024; 227:107066. [PMID: 39491556 DOI: 10.1016/j.mimet.2024.107066] [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: 03/14/2024] [Revised: 10/30/2024] [Accepted: 10/30/2024] [Indexed: 11/05/2024]
Abstract
The increasing demand for water resources with increase in population has sparked interest in reusing produced water, especially in water-scarce regions. The clustered regularly interspaced short palindromic repeats (CRISPR) technology is an emerging genome editing tool that has the potential to trigger significant impact with broad application scope in wastewater treatment. We provide a comprehensive overview of the scope of CRISPR-Cas based tool for treating wastewater that may bring new scope in wastewater management in future in controlling harmful contaminants and pathogens. As an advanced versatile genome engineering tool, focusing on particular genes and enzymes that are accountable for pathogen identification, regulation of antibiotic/antimicrobial resistance, and enhancing processes for wastewater bioremediation constitute the primary focal points of research associated with this technology. The technology is highly recommended for targeted mutations to incorporate desirable microalgal characteristics and the development of strains capable of withstanding various wastewater stresses. However, concerns about gene leakage from strains with modified genome and off target mutations should be considered during field application. A comprehensive interdisciplinary approach involving various fields and an intense research focus concerning delivery systems, target genes, detection, environmental conditions, and monitoring at both lab and ground level should be considered to ensure its successful application in sustainable and safe wastewater treatment.
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Affiliation(s)
- L S Mamatha Bhanu
- Department of Biotechnology, Yuvaraja's College, University of Mysore, Mysuru, Karnataka, India
| | - Sampriti Kataki
- Biodegradation Technology Division, Defence Research Laboratory, DRDO, Tezpur, Assam, India
| | - Soumya Chatterjee
- Biodegradation Technology Division, Defence Research Laboratory, DRDO, Tezpur, Assam, India.
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8
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Wu J, Liu Y, Ou L, Gan T, Zhangding Z, Yuan S, Liu X, Liu M, Li J, Yin J, Xin C, Tian Y, Hu J. Transfer of mitochondrial DNA into the nuclear genome during induced DNA breaks. Nat Commun 2024; 15:9438. [PMID: 39487167 PMCID: PMC11530683 DOI: 10.1038/s41467-024-53806-0] [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: 01/18/2024] [Accepted: 10/22/2024] [Indexed: 11/04/2024] Open
Abstract
Mitochondria serve as the cellular powerhouse, and their distinct DNA makes them a prospective target for gene editing to treat genetic disorders. However, the impact of genome editing on mitochondrial DNA (mtDNA) stability remains a mystery. Our study reveals previously unknown risks of genome editing that both nuclear and mitochondrial editing cause discernible transfer of mitochondrial DNA segments into the nuclear genome in various cell types including human cell lines, primary T cells, and mouse embryos. Furthermore, drug-induced mitochondrial stresses and mtDNA breaks exacerbate this transfer of mtDNA into the nuclear genome. Notably, we observe that mitochondrial editors, including mitoTALEN and recently developed base editor DdCBE, can also enhance crosstalk between mtDNA and the nuclear genome. Moreover, we provide a practical solution by co-expressing TREX1 or TREX2 exonucleases during DdCBE editing. These findings imply genome instability of mitochondria during induced DNA breaks and explain the origins of mitochondrial-nuclear DNA segments.
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Affiliation(s)
- Jinchun Wu
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Yang Liu
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Liqiong Ou
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Tingting Gan
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
- Peking University Chengdu Academy for Advanced Interdisciplinary Biotechnologies, Chengdu, Sichuan, China
| | - Zhengrong Zhangding
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Shaopeng Yuan
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Xinyi Liu
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Mengzhu Liu
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Jiasheng Li
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Jianhang Yin
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Changchang Xin
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China
| | - Ye Tian
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Jiazhi Hu
- State Key Laboratory of Protein and Plant Gene Research, Genome Editing Research Center, School of Life Sciences, PKU-THU Center for Life Sciences, Peking University, Beijing, China.
- Peking University Chengdu Academy for Advanced Interdisciplinary Biotechnologies, Chengdu, Sichuan, China.
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9
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Kursheed F, Naz E, Mateen S, Kulsoom U. CRISPR applications in microbial World: Assessing the opportunities and challenges. Gene 2024; 935:149075. [PMID: 39489225 DOI: 10.1016/j.gene.2024.149075] [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: 06/05/2024] [Revised: 10/29/2024] [Accepted: 10/30/2024] [Indexed: 11/05/2024]
Abstract
Genome editing has emerged during the past few decades in the scientific research area to manipulate genetic composition, obtain desired traits, and deal with biological challenges by exploring genetic traits and their sequences at a level of precision. The discovery of Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) as a genome editing tool has offered a much better understanding of cellular and molecular mechanisms. This technology emerges as one of the most promising candidates for genome editing, offering several advantages over other techniques such as high accuracy and specificity. In the microbial world, CRISPR/Cas technology enables researchers to manipulate the genetic makeup of micro-organisms, allowing them to achieve almost impossible tasks. This technology initially discovered as a bacterial defense mechanism, is now being used for gene cutting and editing to explore more of its dimensions. CRISPR/Cas 9 systems are highly efficient and flexible, leading to its widespread uses in microbial research areas. Although this technology is widely used in the scientific community, many challenges, including off-target activity, low efficiency of Homology Directed Repair (HDR), and ethical considerations, still need to be overcome before it can be widely used. As CRISPR/Cas technology has revolutionized the field of microbiology, this review article aimed to present a comprehensive overview highlighting a brief history, basic mechanisms, and its application in the microbial world along with accessing the opportunities and challenges.
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Affiliation(s)
- Farhan Kursheed
- Department of Microbiology, PMAS Arid Agriculture University Rawalpindi, Pakistan.
| | - Esha Naz
- Department of Microbiology, PMAS Arid Agriculture University Rawalpindi, Pakistan
| | - Sana Mateen
- Department of Microbiology, PMAS Arid Agriculture University Rawalpindi, Pakistan
| | - Ume Kulsoom
- Department of Biotechnology, Faculty of Engineering, Science and Technology (FEST). Research Officer, Office of Research Innovation and Commercialization (ORIC), Hamdard University, Karachi 74600, Pakistan, Pakistan.
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10
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Rouatbi N, Walters AA, Costa PM, Qin Y, Liam-Or R, Grant V, Pollard SM, Wang JTW, Al-Jamal KT. RNA lipid nanoparticles as efficient in vivo CRISPR-Cas9 gene editing tool for therapeutic target validation in glioblastoma cancer stem cells. J Control Release 2024; 375:776-787. [PMID: 39284526 DOI: 10.1016/j.jconrel.2024.09.019] [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: 05/03/2024] [Revised: 09/06/2024] [Accepted: 09/11/2024] [Indexed: 10/04/2024]
Abstract
In vitro and ex-vivo target identification strategies often fail to predict in vivo efficacy, particularly for glioblastoma (GBM), a highly heterogenous tumor rich in resistant cancer stem cells (GSCs). An in vivo screening tool can improve prediction of therapeutic efficacy by considering the complex tumor microenvironment and the dynamic plasticity of GSCs driving therapy resistance and recurrence. This study proposes lipid nanoparticles (LNPs) as an efficient in vivo CRISPR-Cas9 gene editing tool for target validation in mesenchymal GSCs. LNPs co-delivering mRNA (mCas9) and single-guide RNA (sgRNA) were successfully formulated and optimized facilitating both in vitro and in vivo gene editing. In vitro, LNPs achieved up to 67 % reduction in green fluorescent protein (GFP) expression, used as a model target, outperforming a commercial transfection reagent. Intratumoral administration of LNPs in GSCs resulted in ∼80 % GFP gene knock-out and a 2-fold reduction in GFP signal by day 14. This study showcases the applicability of CRISPR-Cas9 LNPs as a potential in vivo screening tool in GSCs, currently lacking effective treatment. By replacing GFP with a pool of potential targets, the proposed platform presents an exciting prospect for therapeutic target validation in orthotopic GSCs, bridging the gap between preclinical and clinical research.
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Affiliation(s)
- Nadia Rouatbi
- Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicine, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Adam A Walters
- Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicine, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Pedro M Costa
- Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicine, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Yue Qin
- Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicine, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Revadee Liam-Or
- Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicine, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK; Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, Special Administrative Region, China
| | - Vivien Grant
- Centre for Regenerative Medicine, Institute for Regeneration and Repair & Cancer Research UK Scotland Centre, University of Edinburgh, 5 Little France Drive, Edinburgh EH16 4UU, UK
| | - Steven M Pollard
- Centre for Regenerative Medicine, Institute for Regeneration and Repair & Cancer Research UK Scotland Centre, University of Edinburgh, 5 Little France Drive, Edinburgh EH16 4UU, UK
| | - Julie Tzu-Wen Wang
- Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicine, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Khuloud T Al-Jamal
- Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicine, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK; Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, Special Administrative Region, China.
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11
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Aslan C, Zolbanin NM, Faraji F, Jafari R. Exosomes for CRISPR-Cas9 Delivery: The Cutting Edge in Genome Editing. Mol Biotechnol 2024; 66:3092-3116. [PMID: 38012525 DOI: 10.1007/s12033-023-00932-7] [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: 04/03/2023] [Accepted: 10/02/2023] [Indexed: 11/29/2023]
Abstract
Gene mutation correction was challenging until the discovery of clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated protein (Cas). CRISPR is a new era for genome modification, and this technology has bypassed the limitations of previous methods such as zinc-finger nuclease and transcription activator-like effector nuclease. Currently, this method is becoming the method of choice for gene-editing purposes, especially therapeutic gene editing in diseases such as cardiovascular, neurological, renal, genetic, optical, and stem cell, as well as blood disorders and muscular degeneration. However, finding the optimum delivery system capable of carrying this large complex persists as the main challenge of this technology. Therefore, it would be ideal if the delivery vehicle could direct the introduction of editing functions to specific cells in a multicellular organism. Exosomes are membrane-bound vesicles with high biocompatibility and low immunogenicity; they offer the best and most reliable way to fill the CRISPR/Cas9 system delivery gap. This review presents the current evidence on the molecular mechanisms and challenges of CRISPR/Cas9-mediated genome modification. Also, the role of CRISPR/Cas9 in the development of treatment and diagnosis of numerous disorders, from malignancies to viral infections, has been discussed. Lastly, the focus is on new advances in exosome-delivery technologies that may play a role in CRISPR/Cas9 delivery for future clinical settings.
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Affiliation(s)
- Cynthia Aslan
- Research Center for Integrative Medicine in Aging, Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Naime Majidi Zolbanin
- Experimental and Applied Pharmaceutical Sciences Research Center, Urmia University of Medical Sciences, Urmia, Iran
- Department of Pharmacology and Toxicology, School of Pharmacy, Urmia University of Medical Sciences, Urmia, Iran
| | - Fatemeh Faraji
- Hazrat-e Rasool General Hospital, Antimicrobial Resistance Research Center, Institute of Immunology and Infectious Diseases, Iran University of Medical Sciences, Floor 3, Building No. 3, Niyayesh St, Sattar Khan St, Tehran, 1445613131, Iran.
| | - Reza Jafari
- Cellular and Molecular Research Center, Cellular and Molecular Medicine Research Institute, Clinical Research Institute, Urmia University of Medical Sciences, Shafa St., Ershad Blvd., P.O. Box: 1138, Urmia, 57147, Iran.
- Department of Immunology and Genetics, Faculty of Medicine, Urmia University of Medical Sciences, Urmia, Iran.
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12
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Lauerer AM, Caravia XM, Maier LS, Chemello F, Lebek S. Gene editing in common cardiovascular diseases. Pharmacol Ther 2024; 263:108720. [PMID: 39284367 DOI: 10.1016/j.pharmthera.2024.108720] [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: 05/20/2024] [Revised: 07/29/2024] [Accepted: 09/01/2024] [Indexed: 09/22/2024]
Abstract
Cardiovascular diseases are the leading cause of morbidity and mortality worldwide, highlighting the high socioeconomic impact. Current treatment strategies like compound-based drugs or surgeries are often limited. On the one hand, systemic administration of substances is frequently associated with adverse side effects; on the other hand, they typically provide only short-time effects requiring daily intake. Thus, new therapeutic approaches and concepts are urgently needed. The advent of CRISPR-Cas9 genome editing offers great promise for the correction of disease-causing hereditary mutations. As such mutations are often very rare, gene editing strategies to correct them are not broadly applicable to many patients. Notably, there is recent evidence that gene editing technology can also be deployed to disrupt common pathogenic signaling cascades in a targeted, specific, and efficient manner, which offers a more generalizable approach. However, several challenges remain to be addressed ranging from the optimization of the editing strategy itself to a suitable delivery strategy up to potential immune responses to the editing components. This review article discusses important CRISPR-Cas9-based gene editing approaches with their advantages and drawbacks and outlines opportunities in their application for treatment of cardiovascular diseases.
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Affiliation(s)
- Anna-Maria Lauerer
- Department of Internal Medicine II, University Hospital Regensburg, Regensburg, Germany
| | - Xurde M Caravia
- Department of Molecular Biology, Hamon Center for Regenerative Science and Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Lars S Maier
- Department of Internal Medicine II, University Hospital Regensburg, Regensburg, Germany
| | - Francesco Chemello
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Simon Lebek
- Department of Internal Medicine II, University Hospital Regensburg, Regensburg, Germany.
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13
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Wang L, Liu J, Tang J, Dang Y, Sun L, Liu B, Li H, He X, Shuai Q, Peng Z, Huang T, Sun Y, Feng Y, Xie J. Development of a quinic acid-induced CRISPR/Cas9 genome editing system and its application for the activation of ilicicolin H biosynthesis in Trichoderma reesei. Int J Biol Macromol 2024; 279:135339. [PMID: 39245126 DOI: 10.1016/j.ijbiomac.2024.135339] [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: 05/14/2024] [Revised: 09/03/2024] [Accepted: 09/03/2024] [Indexed: 09/10/2024]
Abstract
The CRISPR/Cas9 genome editing tool has been extensively utilized in filamentous fungi, including Trichoderma reesei. However, most existing systems employ constitutive promoters for the expression of Cas9 protein within the cells or directly introduce Cas9 protein into the cells, which often leads to continuous expression of Cas9 resulting in undesired phenotypes or increased operational cost. In this study, we identified a quinic acid (QA)-induced qai5 promoter and employed it to express Cas9, thereby establishing an inducible genome editing system in T. reesei. By utilizing this system, we successfully edited the ypr1 gene and the silent gene cluster involved in ilicicolin H synthesis using donor DNA labeling 41-bp homology arm (HA), resulting in an editing efficiency ranging from 29.2 % to 46.7 %. Consequently, biosynthesis of ilicicolin H was achieved in T. reesei. To summarize, this study presents a novel form of CRISPR/Cas9 genome editing system that enables efficient and controllable genetic modifications in T. reesei.
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Affiliation(s)
- Lei Wang
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China; Shanxi Academy of Advanced Research and Innovation, Taiyuan 030032, Shanxi, China.
| | - Jialong Liu
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Jiaxin Tang
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Yaqi Dang
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Luyan Sun
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Bin Liu
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Haoyang Li
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Xiyue He
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Qizhi Shuai
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Zhiwei Peng
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Tingjuan Huang
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Yaojun Sun
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China
| | - Yan Feng
- College of Life Sciences, Shanxi Agricultural University, Jinzhong 030801, Shanxi, China
| | - Jun Xie
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Shanxi Medical University, Taiyuan 030001, Shanxi, China; MOE Key Laboratory of Coal Environmental Pathogenicity and Prevention, Shanxi Medical University, Taiyuan 030001, Shanxi, China.
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14
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De Paula VS, Dubey A, Arthanari H, Sgourakis NG. Dynamic sampling of a surveillance state enables DNA proofreading by Cas9. Cell Chem Biol 2024:S2451-9456(24)00407-0. [PMID: 39471812 DOI: 10.1016/j.chembiol.2024.10.001] [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: 04/27/2024] [Revised: 08/22/2024] [Accepted: 10/03/2024] [Indexed: 11/01/2024]
Abstract
CRISPR-Cas9 has revolutionized genome engineering applications by programming its single-guide RNA, where high specificity is required. However, the precise molecular mechanism underscoring discrimination between on/off-target DNA sequences, relative to the guide RNA template, remains elusive. Here, using methyl-based NMR to study multiple holoenzymes assembled in vitro, we elucidate a discrete protein conformational state which enables recognition of DNA mismatches at the protospacer adjacent motif (PAM)-distal end. Our results delineate an allosteric pathway connecting a dynamic conformational switch at the REC3 domain, with the sampling of a catalytically competent state by the HNH domain. Our NMR data show that HiFi Cas9 (R691A) increases the fidelity of DNA recognition by stabilizing this "surveillance state" for mismatched substrates, shifting the Cas9 conformational equilibrium away from the active state. These results establish a paradigm of substrate recognition through an allosteric protein-based switch, providing unique insights into the molecular mechanism which governs Cas9 selectivity.
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Affiliation(s)
- Viviane S De Paula
- Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, 3501 Civic Center Boulevard, Philadelphia, PA 19104, USA; Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA 19104-6059, USA.
| | - Abhinav Dubey
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Haribabu Arthanari
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA; Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Nikolaos G Sgourakis
- Center for Computational and Genomic Medicine, The Children's Hospital of Philadelphia, 3501 Civic Center Boulevard, Philadelphia, PA 19104, USA; Department of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA 19104-6059, USA.
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15
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Cabral AS, Lacerda FDF, Leite VLM, de Miranda FM, da Silva AB, Dos Santos BA, Lima JLDC, Teixeira LM, Neves FPG. CRISPR-Cas systems in enterococci. Braz J Microbiol 2024:10.1007/s42770-024-01549-x. [PMID: 39438415 DOI: 10.1007/s42770-024-01549-x] [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: 06/18/2024] [Accepted: 10/01/2024] [Indexed: 10/25/2024] Open
Abstract
Enterococci are members of the microbiota of humans and other animals. They can also be found in the environment, associated with food, healthcare infections, and hospital settings. Due to their wide distribution, they are inserted in the One Health context. The selective pressure caused by the extensive use of antimicrobial agents in humans, animals, and agriculture has increased the frequency of resistance to various drugs among enterococcal species. CRISPR-Cas system, an important prokaryotic defense mechanism against the entry of mobile genetic elements, may prevent the acquisition of genes involved in antimicrobial resistance and virulence. This system has been increasingly used as a gene editing tool, which can be used as a way to recognize and inactivate genes of interest. Here, we conduct a review on CRISPR systems found in enterococci, considering their occurrence, structure and organization, mechanisms of action and use as a genetic engineering technology. Type II-A CRISPR-Cas systems were shown to be the most frequent among enterococcal species, and the orphan CRISPR2 was the most commonly found system (54.1%) among enterococcal species, especially in Enterococcus faecalis. Distribution of CRISPR systems varied among species. CRISPR systems had 1 to 20 spacers, with size between 23 and 37 bp and direct repeat sequences from 25 to 37 bp. Several applications of the CRISPR-Cas biotechnology have been described in enterococci, mostly in vitro, using this editing tool to target resistance- and virulence-related genes.
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Affiliation(s)
- Amanda Seabra Cabral
- Instituto Biomédico, Universidade Federal Fluminense, Alameda Barros Terra, S/N, São Domingos, Niterói, RJ, 24020-150, Brazil
| | - Fernanda de Freitas Lacerda
- Instituto Biomédico, Universidade Federal Fluminense, Alameda Barros Terra, S/N, São Domingos, Niterói, RJ, 24020-150, Brazil
| | - Vitor Luis Macena Leite
- Instituto de Microbiologia, Universidade Federal Do Rio de Janeiro, Av. Carlos Chagas Filho, 373, Rio de Janeiro, RJ, 21941-590, Brazil
| | - Filipe Martire de Miranda
- Instituto Biomédico, Universidade Federal Fluminense, Alameda Barros Terra, S/N, São Domingos, Niterói, RJ, 24020-150, Brazil
| | - Amanda Beiral da Silva
- Instituto Biomédico, Universidade Federal Fluminense, Alameda Barros Terra, S/N, São Domingos, Niterói, RJ, 24020-150, Brazil
| | - Bárbara Araújo Dos Santos
- Instituto Biomédico, Universidade Federal Fluminense, Alameda Barros Terra, S/N, São Domingos, Niterói, RJ, 24020-150, Brazil
| | - Jailton Lobo da Costa Lima
- Instituto Biomédico, Universidade Federal Fluminense, Alameda Barros Terra, S/N, São Domingos, Niterói, RJ, 24020-150, Brazil
| | - Lúcia Martins Teixeira
- Instituto de Microbiologia, Universidade Federal Do Rio de Janeiro, Av. Carlos Chagas Filho, 373, Rio de Janeiro, RJ, 21941-590, Brazil
| | - Felipe Piedade Gonçalves Neves
- Instituto Biomédico, Universidade Federal Fluminense, Alameda Barros Terra, S/N, São Domingos, Niterói, RJ, 24020-150, Brazil.
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16
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Ahmed S, Hulbert AK, Xin X, Neff MM. The ability of Arabidopsis to recover from Basta and its application in isolating Cas9-free mutants. FRONTIERS IN PLANT SCIENCE 2024; 15:1408230. [PMID: 39479542 PMCID: PMC11521829 DOI: 10.3389/fpls.2024.1408230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 09/25/2024] [Indexed: 11/02/2024]
Abstract
After successfully performing Agrobacterium-mediated CRISPR-Cas9-based gene editing in plants, isolation of the Cas9 T-DNA is essential for the stable inheritance of induced mutations. Here, we report a simple technique that allows the isolation of Cas9-free mutants, eliminating the need for outcrossing or other intricate methods. This method is based on the ability of Basta-sensitive Arabidopsis thaliana seedlings, which generally perish, to recover and grow once transplanted to Basta-free growth media. By growing gene-edited heterozygous populations of single-locus insertion Basta-resistant plants on Basta selection media, plants lacking the Cas9 T-DNA can be identified. These pale-looking plants lacking Cas9 are then rescued on media lacking the Basta to recover Cas9-free plants. The ability of seedlings to recover from Basta selection was also studied in camelina, canola, and wheat. All three crops showed different recovery rates, with wheat demonstrating the highest recovery once transplanted from Basta to normal growth media. In summary, our findings demonstrate that by harnessing the recovery capability of Basta-sensitive seedlings, we can effectively identify and rescue plants lacking the Cas9 T-DNA, enabling the isolation of Cas9-free mutants in Arabidopsis and potentially extending to other crops.
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Affiliation(s)
- Shahbaz Ahmed
- The Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
| | - Anna K. Hulbert
- The Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
| | - Xin Xin
- Graduate Program in Molecular Plant Sciences, Washington State University, Pullman, WA, United States
| | - Michael M. Neff
- The Department of Crop and Soil Sciences, Washington State University, Pullman, WA, United States
- Graduate Program in Molecular Plant Sciences, Washington State University, Pullman, WA, United States
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17
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Wei Y, Fu Y, Li C, Chen S, Xie L, Chen M. Ultrasensitive detection of circulating tumor DNA using a CRISPR/Cas9 nickase-driven 3D DNA walker based on a COF-AuNPs sensing platform. Mikrochim Acta 2024; 191:671. [PMID: 39404875 DOI: 10.1007/s00604-024-06749-8] [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: 07/18/2024] [Accepted: 10/03/2024] [Indexed: 11/10/2024]
Abstract
A electrochemical biosensor was designed utilizing a CRISPR Cas9n-driven DNA walker combined with gold-nanosphere-like covalent organic frameworks (COFs-AuNPs) to detect breast cancer markers (PIK3CA E545K ctDNA). The DNA walker probe is activated only in the presence of circulating tumor deoxyribonucleic acid (ctDNA), binding to a support probe to form a double strand that is then specifically cleaved by the Cas9n/sgRNA complex. This cleavage produces numerous DNA fragments for signal amplification. The COF-AuNPs as electrode materials facilitate electronic transfer and provide additional active sites for the immobilization of nucleic acid probes. This setup achieves a detection limit of 1.76 aM, demonstrating high sensitivity. Additionally, Cas9n improves the specificity of the sensor, accurately distinguishing a pair of base-mismatched sequences, and reducing the occurrence of false positives. Overall, the sensor exhibits excellent selectivity, reproducibility, and potential for early diagnosis of breast cancer.
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Affiliation(s)
- Yuxin Wei
- Clinical Laboratory, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, 610500, P.R. China
| | - Yang Fu
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, Sichuan, 610500, P.R. China
| | - Chuanhai Li
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, Sichuan, 610500, P.R. China
| | - Siyu Chen
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, Sichuan, 610500, P.R. China
| | - Linzhi Xie
- School of Public Health, Chengdu Medical College, Chengdu, Sichuan, 610500, P. R. China
| | - Mei Chen
- Clinical Laboratory, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, 610500, P.R. China.
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18
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Wang L, Han H. Strategies for improving the genome-editing efficiency of class 2 CRISPR/Cas system. Heliyon 2024; 10:e38588. [PMID: 39397905 PMCID: PMC11471210 DOI: 10.1016/j.heliyon.2024.e38588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/15/2024] Open
Abstract
Since its advent, gene-editing technology has been widely used in microorganisms, animals, plants, and other species. This technology shows remarkable application prospects, giving rise to a new biotechnological industry. In particular, third-generation gene editing technology, represented by the CRISPR/Cas9 system, has become the mainstream gene editing technology owing to its advantages of high efficiency, simple operation, and low cost. These systems can be widely used because they have been modified and optimized, leading to notable improvements in the efficiency of gene editing. This review introduces the characteristics of popular CRISPR/Cas systems and optimization methods aimed at improving the editing efficiency of class 2 CRISPR/Cas systems, providing a reference for the development of superior gene editing systems. Additionally, the review discusses the development and optimization of base editors, primer editors, gene activation and repression tools, as well as the advancement and refinement of compact systems such as IscB, TnpB, Fanzor, and Cas12f.
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Affiliation(s)
- Linli Wang
- Frontiers Science Center for Molecular Design Breeding (MOE), China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Animal Genetic Improvement, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction of the Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
| | - Hongbing Han
- Frontiers Science Center for Molecular Design Breeding (MOE), China Agricultural University, Beijing, 100193, China
- Beijing Key Laboratory of Animal Genetic Improvement, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction of the Ministry of Agriculture and Rural Affairs, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China
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19
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Bale R, Doshi G. Deciphering the role of siRNA in anxiety and depression. Eur J Pharmacol 2024; 981:176868. [PMID: 39128805 DOI: 10.1016/j.ejphar.2024.176868] [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: 01/04/2024] [Revised: 07/02/2024] [Accepted: 08/05/2024] [Indexed: 08/13/2024]
Abstract
Anxiety and depression are central nervous system illnesses that are among the most prevalent medical concerns of the twenty-first century. Patients with this condition and their families bear psychological, financial, and societal hardship. There are currently restrictions when utilizing the conventional course of treatment. RNA interference is expected to become an essential approach in anxiety and depression due to its potent and targeted gene silencing. Silencing of genes by post-transcriptional modification is the mechanism of action of small interfering RNA (siRNA). The suppression of genes linked to disease is typically accomplished by siRNA molecules in an efficient and targeted manner. Unfavourable immune responses, off-target effects, naked siRNA instability, nuclease vulnerability, and the requirement to create an appropriate delivery method are some of the challenges facing the clinical application of siRNA. This review focuses on the use of siRNA in the treatment of anxiety and depression.
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Affiliation(s)
- Rajeshwari Bale
- Department of Pharmacology, SVKM's Dr. Bhanuben Nanavati College of Pharmacy, V L M Road, Vile Parle (w), Mumbai, 400056, India
| | - Gaurav Doshi
- Department of Pharmacology, SVKM's Dr. Bhanuben Nanavati College of Pharmacy, V L M Road, Vile Parle (w), Mumbai, 400056, India.
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20
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Zhang G, Luo Y, Xie H, Dai Z. Crispr-SGRU: Prediction of CRISPR/Cas9 Off-Target Activities with Mismatches and Indels Using Stacked BiGRU. Int J Mol Sci 2024; 25:10945. [PMID: 39456727 PMCID: PMC11507390 DOI: 10.3390/ijms252010945] [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: 09/09/2024] [Revised: 10/01/2024] [Accepted: 10/03/2024] [Indexed: 10/28/2024] Open
Abstract
CRISPR/Cas9 is a popular genome editing technology, yet its clinical application is hindered by off-target effects. Many deep learning-based methods are available for off-target prediction. However, few can predict off-target activities with insertions or deletions (indels) between single guide RNA and DNA sequence pairs. Additionally, the analysis of off-target data is challenged due to a data imbalance issue. Moreover, the prediction accuracy and interpretability remain to be improved. Here, we introduce a deep learning-based framework, named Crispr-SGRU, to predict off-target activities with mismatches and indels. This model is based on Inception and stacked BiGRU. It adopts a dice loss function to solve the inherent imbalance issue. Experimental results show our model outperforms existing methods for off-target prediction in terms of accuracy and robustness. Finally, we study the interpretability of this model through Deep SHAP and teacher-student-based knowledge distillation, and find it can provide meaningful explanations for sequence patterns regarding off-target activity.
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Affiliation(s)
- Guishan Zhang
- College of Engineering, Shantou University, Shantou 515063, China
| | - Ye Luo
- College of Engineering, Shantou University, Shantou 515063, China
| | - Huanzeng Xie
- College of Engineering, Shantou University, Shantou 515063, China
| | - Zhiming Dai
- School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510006, China
- Guangdong Province Key Laboratory of Big Data Analysis and Processing, Sun Yat-sen University, Guangzhou 510006, China
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21
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Wei B, Wang J, Dai L, Zhang K. Probing the higher order structure of oligonucleotides through anion exchange chromatography. J Chromatogr A 2024; 1734:465314. [PMID: 39217735 DOI: 10.1016/j.chroma.2024.465314] [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: 06/16/2024] [Revised: 08/23/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
Large synthetic oligonucleotides such as guide ribonucleic acid (gRNA), a critical reagent in clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9 genome editing, have complex higher order structures (HOS) inherent in their design. In this study, we first developed a generic anion exchange chromatography (AEX) method for the comprehensive analysis of a 100mer single guide ribonucleic acid (sgRNA) impurity profiling. AEX demonstrated superior resolution compared to other common chromatographic methods employed for sgRNA analysis, such as Ion-Pairing Reversed Phase Liquid Chromatography (IP-RPLC) and Hydrophilic Interaction Chromatography (HILIC). Moreover, we discovered AEX's potential in probing the HOS of RNAs by adjusting the temperature and using organic additives. Our study also highlighted that sgRNA possesses a unique HOS distinctly different from other therapeutic nucleic acids, such as antisense oligonucleotides and messenger RNAs.
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Affiliation(s)
- Bingchuan Wei
- Synthetic Molecule Analytical Chemistry, Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
| | - Jenny Wang
- Synthetic Molecule Analytical Chemistry, Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Lulu Dai
- Synthetic Molecule Analytical Chemistry, Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Kelly Zhang
- Synthetic Molecule Analytical Chemistry, Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
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22
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Yao ZQ, Schank MB, Zhao J, El Gazzar M, Wang L, Zhang Y, Hill AC, Banik P, Pyburn JS, Moorman JP. The potential of HBV cure: an overview of CRISPR-mediated HBV gene disruption. Front Genome Ed 2024; 6:1467449. [PMID: 39444780 PMCID: PMC11496132 DOI: 10.3389/fgeed.2024.1467449] [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: 07/19/2024] [Accepted: 09/24/2024] [Indexed: 10/25/2024] Open
Abstract
Hepatitis B virus (HBV) infection is a common cause of liver disease worldwide. The current antiviral treatment using nucleotide analogues (NAs) can only suppress de novo HBV replication but cannot eliminate chronic HBV infection due to the persistence of covalently closed circular (ccc) DNA that sustains viral replication. The CRISPR/Cas9 system is a novel genome-editing tool that enables precise gene disruption and inactivation. With high efficiency and simplicity, the CRISPR/Cas9 system has been utilized in multiple studies to disrupt the HBV genome specifically, eliciting varying anti-HBV effects both in vitro and in vivo. Additionally, multi-locus gene targeting has shown enhanced antiviral activity, paving the way for combination therapy to disrupt and inactivate HBV cccDNA as well as integrated HBV DNA. Despite its promising antiviral effects, this technology faces several challenges that need to be overcome before its clinical application, i.e., off-target effects and in vivo drug delivery. As such, there is a need for improvement in CRISPR/Cas9 efficiency, specificity, versatility, and delivery. Here, we critically review the recent literature describing the tools employed in designing guide RNAs (gRNAs) targeting HBV genomes, the vehicles used for expressing and delivering CRISPR/Cas9 components, the models used for evaluating CRISPR-mediated HBV gene disruption, the methods used for assessing antiviral and off-target effects induced by CRISPR/Cas9-mediated HBV gene disruption, and the prospects of future directions and challenges in leveraging this HBV gene-editing approach, to advance the HBV treatment toward a clinical cure.
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Affiliation(s)
- Zhi Q. Yao
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
- Hepatitis (HBV/HCV/HIV) Program, James H. Quillen VA Medical Center, Department of Veterans Affairs, Johnson City, TN, United States
| | - Madison B. Schank
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Juan Zhao
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Mohamed El Gazzar
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Ling Wang
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Yi Zhang
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Addison C. Hill
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Puja Banik
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Jaeden S. Pyburn
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
| | - Jonathan P. Moorman
- Center of Excellence in Inflammation, Infectious Disease and Immunity, James H. Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States
- Department of Internal Medicine, Division of Infectious, Inflammatory and Immunologic Diseases, Quillen College of Medicine, ETSU, Johnson City, TN, United States
- Hepatitis (HBV/HCV/HIV) Program, James H. Quillen VA Medical Center, Department of Veterans Affairs, Johnson City, TN, United States
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23
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Belotserkovskii BP, Hanawalt PC. A model for transcription-dependent R-loop formation at double-stranded DNA breaks: Implications for their detection and biological effects. J Theor Biol 2024; 595:111962. [PMID: 39384064 DOI: 10.1016/j.jtbi.2024.111962] [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: 06/06/2024] [Revised: 08/20/2024] [Accepted: 10/04/2024] [Indexed: 10/11/2024]
Abstract
R-loops are structures containing an RNA-DNA duplex and an unpaired DNA strand. During R-loop formation an RNA strand invades the DNA duplex, displacing the homologous DNA strand and binding the complementary DNA strand. Here we analyze a model for transcription-dependent R-loop formation at double-stranded DNA breaks (DSBs). In this model, R-loop formation is preceded by detachment of the non-template DNA strand from the RNA polymerase (RNAP). Then, strand exchange is initiated between the nascent RNA and the non-template DNA strand. During that strand exchange the length of the R-loop could either increase, or decrease in a biased random-walk fashion, in which the bias would depend upon the DNA sequence. Eventually, the restoration of the DNA duplex would completely displace the RNA. However, as long as the RNAP remains bound to the template DNA strand it prevents that displacement. Thus, according to the model, RNAPs stalled at DSBs can increase the lifespan of R-loops, increasing their detectability in experiments, and perhaps enhancing their biological effects.
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24
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Ranasinghe W, Gillette D, Ho A, Cho H, Choudhary M. Taxonomic Distribution, Phylogenetic Relationship, and Domain Conservation of CRISPR-Associated Cas Proteins. Bioinform Biol Insights 2024; 18:11779322241274961. [PMID: 39397878 PMCID: PMC11468465 DOI: 10.1177/11779322241274961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 07/30/2024] [Indexed: 10/15/2024] Open
Abstract
CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats) is a naturally occurring genetic defense system in bacteria and archaea. It is comprised of a series of DNA sequence repeats with spacers derived from previous exposures to plasmid or phage. Further understanding and applications of CRISPR system have revolutionized our capacity for gene or genome editing of prokaryotes and eukaryotes. The CRISPR systems are classified into 3 distinct types: type I, type II, and type III, each of which possesses an associated signature protein, Cas3, Cas9, and Cas10, respectively. As the CRISPR loci originated from earlier independent exposures of foreign genetic elements, it is likely that their associated signature proteins may have evolved rapidly. Also, their functional domain structures might have experienced different selective pressures, and therefore, they have differentially diverged in their amino acid sequences. We employed genomic, phylogenetic, and structure-function constraint analyses to reveal the evolutionary distribution, phylogenetic relationship, and structure-function constraints of Cas3, Cas9, and Cas10 proteins. Results reveal that all 3 Cas-associated proteins are highly represented in the phyla Bacteroidetes, Firmicutes, and Proteobacteria, including both pathogenic and non-pathogenic species. Genomic analysis of homologous proteins demonstrates that the proteins share 30% to 50% amino acid identity; therefore, they are low to moderately conserved and evolved rapidly. Phylogenetic analysis shows that 3 proteins originated monophyletically; however, the evolution rates were different among different branches of the clades. Furthermore, structure-function constraint analysis reveals that both Cas3 and Cas9 proteins experiences low to moderate levels of negative selection, and several protein domains of Cas3 and Cas9 proteins are highly conserved. To the contrary, most protein domains of Cas10 proteins experience neutral or positive selection, which supports rapid genetic divergence and less structure-function constraints.
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Affiliation(s)
- Weerakkody Ranasinghe
- Department of Biological Sciences, Sam Houston State University, Huntsville, TX, USA
| | - Dorcie Gillette
- Department of Surgery, The University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Alexis Ho
- Department of Biological Sciences, Sam Houston State University, Huntsville, TX, USA
| | - Hyuk Cho
- Department of Computer Science, Sam Houston State University, Huntsville, TX, USA
| | - Madhusudan Choudhary
- Department of Biological Sciences, Sam Houston State University, Huntsville, TX, USA
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25
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Badwal AK, Singh S. A comprehensive review on the current status of CRISPR based clinical trials for rare diseases. Int J Biol Macromol 2024; 277:134097. [PMID: 39059527 DOI: 10.1016/j.ijbiomac.2024.134097] [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: 02/11/2024] [Revised: 07/03/2024] [Accepted: 07/20/2024] [Indexed: 07/28/2024]
Abstract
A considerable fraction of population in the world suffers from rare diseases. Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) and its related Cas proteins offer a modern form of curative gene therapy for treating the rare diseases. Hereditary transthyretin amyloidosis, hereditary angioedema, duchenne muscular dystrophy and Rett syndrome are a few examples of such rare diseases. CRISPR/Cas9, for example, has been used in the treatment of β-thalassemia and sickle cell disease (Frangoul et al., 2021; Pavani et al., 2021) [1,2]. Neurological diseases such as Huntington's have also been focused in some studies involving CRISPR/Cas (Yang et al., 2017; Yan et al., 2023) [3,4]. Delivery of these biologicals via vector and non vector mediated methods depends on the type of target cells, characteristics of expression, time duration of expression, size of foreign genetic material etc. For instance, retroviruses find their applicability in case of ex vivo delivery in somatic cells due to their ability to integrate in the host genome. These have been successfully used in gene therapy involving X-SCID patients although, incidence of inappropriate activation has been reported. On the other hand, ex vivo gene therapy for β-thalassemia involved use of BB305 lentiviral vector for high level expression of CRISPR biological in HSCs. The efficacy and safety of these biologicals will decide their future application as efficient genome editing tools as they go forward in further stages of human clinical trials. This review focuses on CRISPR/Cas based therapies which are at various stages of clinical trials for treatment of rare diseases and the constraints and ethical issues associated with them.
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Affiliation(s)
- Amneet Kaur Badwal
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, S.A.S. Nagar, Mohali 160062, Punjab, India
| | - Sushma Singh
- Department of Biotechnology, National Institute of Pharmaceutical Education and Research, S.A.S. Nagar, Mohali 160062, Punjab, India.
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26
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Supakar T, Herring-Nicholas A, Josephs EA. Compartmentalized CRISPR Reactions (CCR) for High-Throughput Screening of Guide RNA Potency and Specificity. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2403496. [PMID: 38845060 DOI: 10.1002/smll.202403496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/22/2024] [Indexed: 06/18/2024]
Abstract
CRISPR ribonucleoproteins (RNPs) use a variable segment in their guide RNA (gRNA) called a spacer to determine the DNA sequence at which the effector protein will exhibit nuclease activity and generate target-specific genetic mutations. However, nuclease activity with different gRNAs can vary considerably in a spacer sequence-dependent manner that can be difficult to predict. While computational tools are helpful in predicting a CRISPR effector's activity and/or potential for off-target mutagenesis with different gRNAs, individual gRNAs must still be validated in vitro prior to their use. Here, the study presents compartmentalized CRISPR reactions (CCR) for screening large numbers of spacer/target/off-target combinations simultaneously in vitro for both CRISPR effector activity and specificity by confining the complete CRISPR reaction of gRNA transcription, RNP formation, and CRISPR target cleavage within individual water-in-oil microemulsions. With CCR, large numbers of the candidate gRNAs (output by computational design tools) can be immediately validated in parallel, and the study shows that CCR can be used to screen hundreds of thousands of extended gRNA (x-gRNAs) variants that can completely block cleavage at off-target sequences while maintaining high levels of on-target activity. It is expected that CCR can help to streamline the gRNA generation and validation processes for applications in biological and biomedical research.
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Affiliation(s)
- Tinku Supakar
- Department of Nanoscience, Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, NC, 27401, USA
| | - Ashley Herring-Nicholas
- Department of Nanoscience, Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, NC, 27401, USA
| | - Eric A Josephs
- Department of Nanoscience, Joint School of Nanoscience and Nanoengineering, University of North Carolina at Greensboro, Greensboro, NC, 27401, USA
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27
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Merlin JPJ, Abrahamse H. Optimizing CRISPR/Cas9 precision: Mitigating off-target effects for safe integration with photodynamic and stem cell therapies in cancer treatment. Biomed Pharmacother 2024; 180:117516. [PMID: 39332185 DOI: 10.1016/j.biopha.2024.117516] [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: 07/12/2024] [Revised: 09/22/2024] [Accepted: 09/25/2024] [Indexed: 09/29/2024] Open
Abstract
CRISPR/Cas9 precision genome editing has revolutionized cancer treatment by introducing specific alterations to the cancer genome. But the therapeutic potential of CRISPR/Cas9 is limited by off-target effects, which can cause undesired changes to genomic regions and create major safety concerns. The primary emphasis lies in their implications within the realm of cancer photodynamic therapy (PDT), where precision is paramount. PDT is a promising cancer treatment method; nevertheless, its effectiveness is severely limited and readily leads to recurrence due to the therapeutic resistance of cancer stem cells (CSCs). With a focus on targeted genome editing into cancer cells during PDT and stem cell treatment (SCT), the review aims to further the ongoing search for safer and more accurate CRISPR/Cas9-mediated methods. At the core of this exploration are recent advancements and novel techniques that offer promise in mitigating the risks associated with off-target effects. With a focus on cancer PDT and SCT, this review critically assesses the landscape of off-target effects in CRISPR/Cas9 applications, offering a comprehensive knowledge of their nature and prevalence. A key component of the review is the assessment of cutting-edge delivery methods, such as technologies based on nanoparticles (NPs), to optimize the distribution of CRISPR components. Additionally, the study delves into the intricacies of guide RNA design, focusing on advancements that bolster specificity and minimize off-target effects, crucial elements in ensuring the precision required for effective cancer PDT and SCT. By synthesizing insights from various methodologies, including the exploration of innovative genome editing tools and leveraging robust validation methods and bioinformatics tools, the review aspires to chart a course towards more reliable and precise CRISPR-Cas9 applications in cancer PDT and SCT. For safe PDT and SCT integration in cancer therapy, CRISPR/Cas9 precision optimization is essential. Utilizing sophisticated molecular and computational techniques to address off-target effects is crucial to realizing the therapeutic promise of these technologies, which will ultimately lead to the development of individualized and successful cancer treatment strategies. Our long-term goals are to improve precision genome editing for more potent cancer therapy approaches by refining the way CRISPR/Cas9 is integrated with photodynamic and stem cell therapies.
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Affiliation(s)
- J P Jose Merlin
- Laser Research Centre, Faculty of Health Sciences, University of Johannesburg, South Africa.
| | - Heidi Abrahamse
- Laser Research Centre, Faculty of Health Sciences, University of Johannesburg, South Africa
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28
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Niu M, Whang H, Wu Z, Jiang S, Chen L. Deletion of Asb15b gene can lead to a significant decrease in zebrafish intermuscular bone. Gene 2024; 923:148561. [PMID: 38754570 DOI: 10.1016/j.gene.2024.148561] [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: 02/06/2024] [Revised: 05/01/2024] [Accepted: 05/13/2024] [Indexed: 05/18/2024]
Abstract
Intermuscular bones, which are present in numerous economically significant fish species, have a negative impact on the development of aquaculture. The Asb15b gene, primarily expressed in skeletal muscle, plays a crucial role in regulating protein turnover and the development of muscle fibers. It stimulates protein synthesis and controls the differentiation of muscle fibers. In this study, we employed CRISPR/Cas9 technology to generate homozygous zebrafish strains with 7 bp and 49 bp deletions in the Asb15b gene. Subsequent analyses using skeleton staining demonstrated a substantial reduction in the number of intermuscular bones in adult Asb15b-/- -7 bp and Asb15b-/- -49 bp mutants compared to the wild-type zebrafish, with decreases of 30 % (P < 0.001) and 40 % (P < 0.0001), respectively. Histological experiments further revealed that the diameter and number of muscle fibers in adult Asb15b-/- mutants did not exhibit significant changes when compared to wild-type zebrafish. Moreover, qRT-PCR experiments demonstrated significant differences in the expression of bmp6 and runx2b genes, which are key regulators of intermuscular bone development, during different stages of intermuscular bone development in Asb15b-/- mutants. This study strongly suggests that the Asb15b gene plays a crucial role in regulating intermuscular bone development in fish and lays the groundwork for further exploration of the role of the Asb15b gene in zebrafish intermuscular bone development.
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Affiliation(s)
- Minghui Niu
- College of Fisheries and Life Sciences, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Fishery Germplasm Resources Exploration and Utilization, Ministry of Education, Shanghai 201306, China
| | - Huamin Whang
- College of Fisheries and Life Sciences, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Fishery Germplasm Resources Exploration and Utilization, Ministry of Education, Shanghai 201306, China
| | - Zhichao Wu
- College of Fisheries and Life Sciences, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Fishery Germplasm Resources Exploration and Utilization, Ministry of Education, Shanghai 201306, China
| | - Shouwen Jiang
- College of Fisheries and Life Sciences, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Fishery Germplasm Resources Exploration and Utilization, Ministry of Education, Shanghai 201306, China
| | - Liangbiao Chen
- College of Fisheries and Life Sciences, Shanghai Ocean University, Shanghai 201306, China; Key Laboratory of Fishery Germplasm Resources Exploration and Utilization, Ministry of Education, Shanghai 201306, China.
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29
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Kameda T, Saha DK, Ray S, Togashi Y, Asano K. Protocol for calculating binding free energy of RNA:RNA interactions through molecular dynamics simulations using adaptive biasing force technique. STAR Protoc 2024; 5:103223. [PMID: 39083381 PMCID: PMC11342170 DOI: 10.1016/j.xpro.2024.103223] [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: 04/15/2024] [Revised: 05/21/2024] [Accepted: 07/03/2024] [Indexed: 08/02/2024] Open
Abstract
The adaptive biasing force (ABF) technique allows sampling to proceed in a flat free energy surface when performing molecular dynamics (MD) simulations. Here, we present a protocol to perform MD simulations using the ABF technique and apply it to calculate the binding free energy of an RNA:RNA interaction. We describe steps for server setup, test running software, and building molecular models. We then detail procedures for running and configuring ABF-MD simulations and analyzing binding free energy and structural change. For complete details on the use and execution of this protocol, please refer to Fujita et al.1 and Kameda et al.2.
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Affiliation(s)
- Takeru Kameda
- College of Life Sciences, Ritsumeikan University, Kusatsu, Shiga 525-8577, Japan
| | - Daniel K Saha
- Molecular Cellular and Developmental Biology Program, Division of Biology, Kansas State University, Manhattan, KS 66506, USA
| | - Sourav Ray
- Molecular Cellular and Developmental Biology Program, Division of Biology, Kansas State University, Manhattan, KS 66506, USA
| | - Yuichi Togashi
- College of Life Sciences, Ritsumeikan University, Kusatsu, Shiga 525-8577, Japan; RIKEN Center for Biosystems Dynamics Research, Kobe, Hyogo 650-0047, Japan.
| | - Katsura Asano
- Molecular Cellular and Developmental Biology Program, Division of Biology, Kansas State University, Manhattan, KS 66506, USA; Program of Biotechnology, Graduate School of Integrated Sciences for Life, Hiroshima University, Higashi-Hiroshima, Hiroshima 739-8530, Japan; Hiroshima Research Center for Healthy Aging, Hiroshima University, Higashi-Hiroshima, Hiroshima 739-8530, Japan.
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30
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Kim M, Hwang Y, Lim S, Jang HK, Kim HO. Advances in Nanoparticles as Non-Viral Vectors for Efficient Delivery of CRISPR/Cas9. Pharmaceutics 2024; 16:1197. [PMID: 39339233 PMCID: PMC11434874 DOI: 10.3390/pharmaceutics16091197] [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: 08/16/2024] [Revised: 09/05/2024] [Accepted: 09/09/2024] [Indexed: 09/30/2024] Open
Abstract
The clustered regularly interspaced short palindromic repeat (CRISPR)/Cas9 system is a gene-editing technology. Nanoparticle delivery systems have attracted attention because of the limitations of conventional viral vectors. In this review, we assess the efficiency of various nanoparticles, including lipid-based, polymer-based, inorganic, and extracellular vesicle-based systems, as non-viral vectors for CRISPR/Cas9 delivery. We discuss their advantages, limitations, and current challenges. By summarizing recent advancements and highlighting key strategies, this review aims to provide a comprehensive overview of the role of non-viral delivery systems in advancing CRISPR/Cas9 technology for clinical applications and gene therapy.
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Affiliation(s)
- Minse Kim
- Division of Chemical Engineering and Bioengineering, College of Art, Culture and Engineering, Kangwon National University, Chuncheon 24341, Republic of Korea
- Department of Smart Health Science and Technology, Kangwon National University, Chuncheon 24341, Republic of Korea
| | - Youngwoo Hwang
- Department of Smart Health Science and Technology, Kangwon National University, Chuncheon 24341, Republic of Korea
- Department of Systems Immunology, Division of Biomedical Convergence, College of Biomedical Science, Kangwon National University, Chuncheon 24341, Republic of Korea
| | - Seongyu Lim
- Division of Chemical Engineering and Bioengineering, College of Art, Culture and Engineering, Kangwon National University, Chuncheon 24341, Republic of Korea
- Department of Smart Health Science and Technology, Kangwon National University, Chuncheon 24341, Republic of Korea
| | - Hyeon-Ki Jang
- Division of Chemical Engineering and Bioengineering, College of Art, Culture and Engineering, Kangwon National University, Chuncheon 24341, Republic of Korea
- Department of Smart Health Science and Technology, Kangwon National University, Chuncheon 24341, Republic of Korea
- Multidimensional Genomics Research Center, Kangwon National University, Chuncheon 24341, Republic of Korea
| | - Hyun-Ouk Kim
- Division of Chemical Engineering and Bioengineering, College of Art, Culture and Engineering, Kangwon National University, Chuncheon 24341, Republic of Korea
- Department of Smart Health Science and Technology, Kangwon National University, Chuncheon 24341, Republic of Korea
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31
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Park SJ, Park SJ, Kwon YW, Choi EH. Synergistic combination of RAD51-SCR7 improves CRISPR-Cas9 genome editing efficiency by preventing R-loop accumulation. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102274. [PMID: 39161621 PMCID: PMC11331969 DOI: 10.1016/j.omtn.2024.102274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 07/13/2024] [Indexed: 08/21/2024]
Abstract
CRISPR-Cas9 has emerged as a powerful tool for genome editing. However, Cas9 genome editing faces challenges, including low efficiency and off-target effects. Here, we report that combined treatment with RAD51, a key factor in homologous recombination, and SCR7, a DNA ligase IV small-molecule inhibitor, enhances CRISPR-Cas9-mediated genome-editing efficiency in human embryonic kidney 293T and human induced pluripotent stem cells, as confirmed by cyro- transmission electron microscopy and functional analyses. First, our findings reveal the crucial role of RAD51 in homologous recombination (HR)-mediated DNA repair process. Elevated levels of exogenous RAD51 promote a post-replication step via single-strand DNA gap repair process, ensuring the completion of DNA replication. Second, using the all-in-one CRISPR-Cas9-RAD51 system, highly expressed RAD51 improved the multiple endogenous gene knockin/knockout efficiency and insertion/deletion (InDel) mutation by activating the HR-based repair pathway in concert with SCR7. Sanger sequencing shows distinct outcomes for RAD51-SCR7 in the ratio of InDel mutations in multiple genome sites. Third, RAD51-SCR7 combination can induce efficient R-loop resolution and DNA repair by enhanced HR process, which leads to DNA replication stalling and thus is advantageous to CRISPR-Cas9-based stable genome editing. Our study suggests promising applications in genome editing by enhancing CRISPR-Cas9 efficiency through RAD51 and SCR7, offering potential advancements in biotechnology and therapeutics.
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Affiliation(s)
- Sun-Ji Park
- New Drug Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (DGMIF), Deagu 41061, South Korea
| | - Seo Jung Park
- New Drug Development Center, Osong Medical Innovation Foundation, Cheongju 28160, South Korea
| | - Yang Woo Kwon
- New Drug Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (DGMIF), Deagu 41061, South Korea
| | - Eui-Hwan Choi
- New Drug Development Center, Daegu-Gyeongbuk Medical Innovation Foundation (DGMIF), Deagu 41061, South Korea
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32
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Boretti A. The transformative potential of AI-driven CRISPR-Cas9 genome editing to enhance CAR T-cell therapy. Comput Biol Med 2024; 182:109137. [PMID: 39260044 DOI: 10.1016/j.compbiomed.2024.109137] [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: 06/16/2024] [Revised: 08/31/2024] [Accepted: 09/08/2024] [Indexed: 09/13/2024]
Abstract
This narrative review examines the promising potential of integrating artificial intelligence (AI) with CRISPR-Cas9 genome editing to advance CAR T-cell therapy. AI algorithms offer unparalleled precision in identifying genetic targets, essential for enhancing the therapeutic efficacy of CAR T-cell treatments. This precision is critical for eliminating negative regulatory elements that undermine therapy effectiveness. Additionally, AI streamlines the manufacturing process, significantly reducing costs and increasing accessibility, thereby encouraging further research and development investment. A key benefit of AI integration is improved safety; by predicting and minimizing off-target effects, AI enhances the specificity of CRISPR-Cas9 edits, contributing to safer CAR T-cell therapy. This advancement is crucial for patient safety and broader clinical adoption. The convergence of AI and CRISPR-Cas9 has transformative potential, poised to revolutionize personalized immunotherapy. These innovations could expand the application of CAR T-cell therapy beyond hematologic malignancies to various solid tumors and other non-hematologic conditions, heralding a new era in cancer treatment that substantially improves patient outcomes.
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33
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Kababji AM, Butt H, Mahfouz M. Synthetic directed evolution for targeted engineering of plant traits. FRONTIERS IN PLANT SCIENCE 2024; 15:1449579. [PMID: 39286837 PMCID: PMC11402689 DOI: 10.3389/fpls.2024.1449579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2024] [Accepted: 08/12/2024] [Indexed: 09/19/2024]
Abstract
Improving crop traits requires genetic diversity, which allows breeders to select advantageous alleles of key genes. In species or loci that lack sufficient genetic diversity, synthetic directed evolution (SDE) can supplement natural variation, thus expanding the possibilities for trait engineering. In this review, we explore recent advances and applications of SDE for crop improvement, highlighting potential targets (coding sequences and cis-regulatory elements) and computational tools to enhance crop resilience and performance across diverse environments. Recent advancements in SDE approaches have streamlined the generation of variants and the selection processes; by leveraging these advanced technologies and principles, we can minimize concerns about host fitness and unintended effects, thus opening promising avenues for effectively enhancing crop traits.
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Affiliation(s)
- Ahad Moussa Kababji
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Haroon Butt
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Magdy Mahfouz
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
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Reyhani-Ardabili M, Ghafouri-Fard S. CRISPR/Cas9 technology in the modeling of and treatment of mucopolysaccharidosis. Biochem Biophys Rep 2024; 39:101771. [PMID: 39044769 PMCID: PMC11263496 DOI: 10.1016/j.bbrep.2024.101771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 06/22/2024] [Accepted: 06/27/2024] [Indexed: 07/25/2024] Open
Abstract
Mucopolysaccharidosis (MPS) syndromes are a group of heterogeneous genetic disorders in terms of genetic basis and clinical manifestations, ranging from mild to fatal forms. There are a number of applied or prospective treatment modalities for MPS, including bone marrow transplantation, enzyme replacement therapy, targeted gene therapy and substrate reduction therapy. Recently, CRISPR/Cas9 technology has emerged as a novel tool for several metabolic disorders, such as MPS. This review concentrates on the application of this technique in the treatment of MPS, particularly MPS I, and modeling of disease-causing mutations.
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Affiliation(s)
- Mehran Reyhani-Ardabili
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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35
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Miao Y, Fu C, Yu Z, Yu L, Tang Y, Wei M. Current status and trends in small nucleic acid drug development: Leading the future. Acta Pharm Sin B 2024; 14:3802-3817. [PMID: 39309508 PMCID: PMC11413693 DOI: 10.1016/j.apsb.2024.05.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 03/15/2024] [Accepted: 04/12/2024] [Indexed: 09/25/2024] Open
Abstract
Small nucleic acid drugs, composed of nucleotides, represent a novel class of pharmaceuticals that differ significantly from conventional small molecule and antibody-based therapeutics. These agents function by selectively targeting specific genes or their corresponding messenger RNAs (mRNAs), further modulating gene expression and regulating translation-related processes. Prominent examples within this category include antisense oligonucleotides (ASO), small interfering RNAs (siRNAs), microRNAs (miRNAs), and aptamers. The emergence of small nucleic acid drugs as a focal point in contemporary biopharmaceutical research is attributed to their remarkable specificity, facile design, abbreviated development cycles, expansive target spectrum, and prolonged activity. Overcoming challenges such as poor stability, immunogenicity, and permeability issues have been addressed through the integration of chemical modifications and the development of drug delivery systems. This review provides an overview of the current status and prospective trends in small nucleic acid drug development. Commencing with a historical context, we introduce the primary classifications and mechanisms of small nucleic acid drugs. Subsequently, we delve into the advantages of the U.S. Food and Drug Administration (FDA) approved drugs and mainly discuss the challenges encountered during their development. Apart from researching chemical modification and delivery system that efficiently deliver and enrich small nucleic acid drugs to target tissues, promoting endosomal escape is a critical scientific question and important research direction in siRNA drug development. Future directions in this field will prioritize addressing these challenges to facilitate the clinical transformation of small nucleic acid drugs.
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Affiliation(s)
- Yuxi Miao
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, China
- Liaoning Key Laboratory of Molecular Targeted Anti-Tumor Drug Development and Evaluation, China Medical University, Shenyang 110122, China
- Liaoning Medical Diagnosis and Treatment Center, Shenyang 110000, China
| | - Chen Fu
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, China
- Liaoning Key Laboratory of Molecular Targeted Anti-Tumor Drug Development and Evaluation, China Medical University, Shenyang 110122, China
| | - Zhaojin Yu
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, China
- Liaoning Key Laboratory of Molecular Targeted Anti-Tumor Drug Development and Evaluation, China Medical University, Shenyang 110122, China
| | - Lifeng Yu
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, China
| | - Yu Tang
- Department of Oncology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang 110042, China
| | - Minjie Wei
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang 110122, China
- Liaoning Key Laboratory of Molecular Targeted Anti-Tumor Drug Development and Evaluation, China Medical University, Shenyang 110122, China
- Liaoning Medical Diagnosis and Treatment Center, Shenyang 110000, China
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36
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Yang Y, Zheng Y, Zou Q, Li J, Feng H. Overcoming CRISPR-Cas9 off-target prediction hurdles: A novel approach with ESB rebalancing strategy and CRISPR-MCA model. PLoS Comput Biol 2024; 20:e1012340. [PMID: 39226304 PMCID: PMC11398643 DOI: 10.1371/journal.pcbi.1012340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 09/13/2024] [Accepted: 07/19/2024] [Indexed: 09/05/2024] Open
Abstract
The off-target activities within the CRISPR-Cas9 system remains a formidable barrier to its broader application and development. Recent advancements have highlighted the potential of deep learning models in predicting these off-target effects, yet they encounter significant hurdles including imbalances within datasets and the intricacies associated with encoding schemes and model architectures. To surmount these challenges, our study innovatively introduces an Efficiency and Specificity-Based (ESB) class rebalancing strategy, specifically devised for datasets featuring mismatches-only off-target instances, marking a pioneering approach in this realm. Furthermore, through a meticulous evaluation of various One-hot encoding schemes alongside numerous hybrid neural network models, we discern that encoding and models of moderate complexity ideally balance performance and efficiency. On this foundation, we advance a novel hybrid model, the CRISPR-MCA, which capitalizes on multi-feature extraction to enhance predictive accuracy. The empirical results affirm that the ESB class rebalancing strategy surpasses five conventional methods in addressing extreme dataset imbalances, demonstrating superior efficacy and broader applicability across diverse models. Notably, the CRISPR-MCA model excels in off-target effect prediction across four distinct mismatches-only datasets and significantly outperforms contemporary state-of-the-art models in datasets comprising both mismatches and indels. In summation, the CRISPR-MCA model, coupled with the ESB rebalancing strategy, offers profound insights and a robust framework for future explorations in this field.
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Affiliation(s)
- Yanpeng Yang
- School of Mathematics and Computer science, Zhejiang A&F University, Hangzhou, China
| | - Yanyi Zheng
- College of Landscape Architecture, Beijing Forestry University, Beijing, China
| | - Quan Zou
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China
- Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China, Quzhou, China
| | - Jian Li
- School of Mathematics and Computer science, Zhejiang A&F University, Hangzhou, China
| | - Hailin Feng
- School of Mathematics and Computer science, Zhejiang A&F University, Hangzhou, China
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Soltanmohammadi F, Gharehbaba AM, Zangi AR, Adibkia K, Javadzadeh Y. Current knowledge of hybrid nanoplatforms composed of exosomes and organic/inorganic nanoparticles for disease treatment and cell/tissue imaging. Biomed Pharmacother 2024; 178:117248. [PMID: 39098179 DOI: 10.1016/j.biopha.2024.117248] [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: 05/18/2024] [Revised: 07/30/2024] [Accepted: 07/30/2024] [Indexed: 08/06/2024] Open
Abstract
Exosome-nanoparticle hybrid nanoplatforms, can be prepared by combining exosomes with different types of nanoparticles. The main purpose of combining exosomes with nanoparticles is to overcome the limitations of using each of them as drug delivery systems. Using nanoparticles for drug delivery has some limitations, such as high immunogenicity, poor cellular uptake, low biocompatibility, cytotoxicity, low stability, and rapid clearance by immune cells. However, using exosomes as drug delivery systems also has its own drawbacks, such as poor encapsulation efficiency, low production yield, and the inability to load large molecules. These limitations can be addressed by utilizing hybrid nanoplatforms. Additionally, the use of exosomes allows for targeted delivery within the hybrid system. Exosome-inorganic/organic hybrid nanoparticles may be used for both therapy and diagnosis in the future. This may lead to the development of personalized medicine using hybrid nanoparticles. However, there are a few challenges associated with this. Surface modifications, adding functional groups, surface charge adjustments, and preparing nanoparticles with the desired size are crucial to the possibility of preparing exosome-nanoparticle hybrids. Additional challenges for the successful implementation of hybrid platforms in medical treatments and diagnostics include scaling up the manufacturing process and ensuring consistent quality and reproducibility across various batches. This review focuses on various types of exosome-nanoparticle hybrid systems and also discusses the preparation and loading methods for these hybrid nanoplatforms. Furthermore, the potential applications of these hybrid nanocarriers in drug/gene delivery, disease treatment and diagnosis, and cell/tissue imaging are explained.
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Affiliation(s)
- Fatemeh Soltanmohammadi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Pharmaceutics, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Adel Mahmoudi Gharehbaba
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Pharmaceutics, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Rajabi Zangi
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Pharmaceutics, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Khosro Adibkia
- Department of Pharmaceutics, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Yousef Javadzadeh
- Department of Pharmaceutics, Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran; Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
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38
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Daskalakis V, Papapetros S. Engineering salt-tolerant Cas12f1 variants for gene-editing applications. J Biomol Struct Dyn 2024; 42:7421-7431. [PMID: 37526217 DOI: 10.1080/07391102.2023.2240418] [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: 04/04/2023] [Accepted: 07/17/2023] [Indexed: 08/02/2023]
Abstract
CRISPR has revolutionized the field of genome editing in life sciences by serving as a versatile and state-of-the-art tool. Cas12f1 is a small nuclease of the bacterial immunity CRISPR system with an ideal size for cellular delivery, in contrast to CRISPR-associated (Cas) proteins like Cas9 or Cas12. However, Cas12f1 works best at low salt concentrations. In this study, we find that the plasticity of certain Cas12f1 regions (K196-Y202 and I452-L515) is negatively affected by increased salt concentrations. On this line, key protein domains (REC1, WED, Nuc, lid) that are involved in the DNA-target recognition and the activation of the catalytic RuvC domain are in turn also affected. We suggest that salt concentration should be taken in to consideration for activity assessments of Cas engineered variants, especially if the mutations are on the protospacer adjacent motif interacting domain. The results can be exploited for the engineering of Cas variants and the assessment of their activity at varying salt concentrations. We propose that the K198Q mutation can restore at great degree the compromised plasticity and could potentially lead to salt-tolerant Cas12f1 variants. The methodology can be also employed for the study of biomolecules in terms of their salinity tolerance.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Vangelis Daskalakis
- Department of Chemical Engineering, Cyprus University of Technology, Limassol, Cyprus
| | - Spyridon Papapetros
- Department of Chemical Engineering, Cyprus University of Technology, Limassol, Cyprus
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39
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Shang J, Song F, Zhang Z, Chen D, Yang S. Application of novel CRISPR tools in brain therapy. Life Sci 2024; 352:122855. [PMID: 38908787 DOI: 10.1016/j.lfs.2024.122855] [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: 03/28/2024] [Revised: 06/07/2024] [Accepted: 06/16/2024] [Indexed: 06/24/2024]
Abstract
In recent years, the Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-based genome editing toolkit has been widely used to modify the genome sequence of organisms. As the CRISPR toolbox continues to grow and new CRISPR-associated (Cas) proteins are discovered, its applications have expanded beyond conventional genome editing. This now encompass epigenetic editing, gene expression control, and various other functions. Notably, these advancements are finding practical application in the treatment of brain diseases. Furthermore, the amalgamation of CRISPR and Chimeric Antigen Receptor T-cell (CAR-T) technologies has emerged as a potential approach for disease treatment. With this in mind, this review commences by offering a comprehensive overview of recent advancements in CRISPR gene editing tools. This encompasses an exploration of various Cas proteins, gene expression control, epigenetic editing, base editing and primer editing. Additionally, we present an in-depth examination of the manifold applications of these innovative CRISPR tools in the realms of brain therapeutics, such as neurodegenerative diseases, neurological syndromes and genetic disorders, epileptic disorders, and brain tumors, also explore the pathogenesis of these diseases. This includes their utilization in modeling, gene screening, therapeutic gene editing, as well as their emerging synergy with CAR-T technology. Finally, we discuss the remaining technical challenges that need to be addressed for effective utilization of CRISPR tools in disease treatment.
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Affiliation(s)
- Jiawen Shang
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, China
| | - Fei Song
- School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, China
| | - Zhenzhong Zhang
- School of Pharmaceutical Sciences, Zhengzhou University, Henan Key Laboratory of Targeting Therapy and Diagnosis for Critical Diseases, Zhengzhou 450001, China.
| | - Di Chen
- School of Pharmaceutical Sciences, Zhengzhou University, Henan Key Laboratory of Targeting Therapy and Diagnosis for Critical Diseases, Zhengzhou 450001, China.
| | - Sen Yang
- School of Pharmaceutical Sciences, Zhengzhou University, Henan Key Laboratory of Targeting Therapy and Diagnosis for Critical Diseases, Zhengzhou 450001, China.
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40
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Rahman MU, Liu X, Wang X, Fan B. Grapevine gray mold disease: infection, defense and management. HORTICULTURE RESEARCH 2024; 11:uhae182. [PMID: 39247883 PMCID: PMC11374537 DOI: 10.1093/hr/uhae182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 07/01/2024] [Indexed: 09/10/2024]
Abstract
Grapevine (Vitis vinifera L.,) is among the world's leading fruit crops. The production of grapes is severely affected by many diseases including gray mold, caused by the necrotrophic fungus Botrytis cinerea. Although all Vitis species can be hosts for B. cinerea, V. vinifera are particularly susceptible. Accordingly, this disease poses a significant threat to the grape industry and causes substantial economic losses. Development of resistant V. vinifera cultivars has progressed from incidental selection by farmers, to targeted selection through the use of statistics and experimental design, to the employment of genetic and genomic data. Emerging technologies such as marker-assisted selection and genetic engineering have facilitated the development of cultivars that possess resistance to B. cinerea. A promising method involves using the CRISPR/Cas9 system to induce targeted mutagenesis and develop genetically modified non-transgenic crops. Hence, scientists are now engaged in the active pursuit of identifying genes associated with susceptibility and resistance. This review focuses on the known mechanisms of interaction between the B. cinerea pathogen and its grapevine host. It also explores innate immune systems that have evolved in V. vinifera, with the objective of facilitating the rapid development of resistant grapevine cultivars.
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Affiliation(s)
- Mati Ur Rahman
- Co-Innovation Center for Sustainable Forestry in Southern China, Department of Forest Protection, College of Forestry and Grassland, Nanjing Forestry University, Nanjing 210073, China
| | - Xia Liu
- Co-Innovation Center for Sustainable Forestry in Southern China, Department of Forest Protection, College of Forestry and Grassland, Nanjing Forestry University, Nanjing 210073, China
| | - Xiping Wang
- State Key Laboratory of Crop Stress Biology in Arid Areas, College of Horticulture, Northwest A&F University, 712100 Yangling, Xianyang, Shaanxi, China
| | - Ben Fan
- Co-Innovation Center for Sustainable Forestry in Southern China, Department of Forest Protection, College of Forestry and Grassland, Nanjing Forestry University, Nanjing 210073, China
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41
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Damase TR, Sukhovershin R, Godin B, Nasir K, Cooke JP. Established and Emerging Nucleic Acid Therapies for Familial Hypercholesterolemia. Circulation 2024; 150:724-735. [PMID: 39186530 PMCID: PMC11349040 DOI: 10.1161/circulationaha.123.067957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Abstract
Familial hypercholesterolemia (FH) is a genetic disease that leads to elevated low-density lipoprotein cholesterol levels and risk of coronary heart disease. Current therapeutic options for FH remain relatively limited and only partially effective in both lowering low-density lipoprotein cholesterol and modifying coronary heart disease risk. The unique characteristics of nucleic acid therapies to target the underlying cause of the disease can offer solutions unachievable with conventional medications. DNA- and RNA-based therapeutics have the potential to transform the care of patients with FH. Recent advances are overcoming obstacles to clinical translation of nucleic acid-based medications, including greater stability of the formulations as well as site-specific delivery, making gene-based therapy for FH an alternative approach for treatment of FH.
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Affiliation(s)
| | | | - Biana Godin
- Houston Methodist Academic Institute, Houston, TX, 77030
| | - Khurram Nasir
- Houston Methodist Academic Institute, Houston, TX, 77030
| | - John P. Cooke
- Houston Methodist Academic Institute, Houston, TX, 77030
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42
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Gao Y, Ang YS, Yung LYL. One-Pot Detection of Proteins Using a Two-Way Extension-Based Assay with Cas12a. ACS Sens 2024; 9:3928-3937. [PMID: 39078660 DOI: 10.1021/acssensors.4c00370] [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] [Indexed: 07/31/2024]
Abstract
Protein biomarkers are an important class of biomarkers in disease diagnosis and are traditionally detected by enzyme-linked immunosorbent assay and mass spectrometry, which involve multiple steps and a complex workflow. In recent years, many CRISPR-Cas12a-based methods for protein detection have been developed; however, most of them have not overcome the workflow complications observed in traditional assays, limiting their applicability in point-of-care testing. In this work, we designed a single-step, one-pot, and proximity-based isothermal immunoassay integrating CRISPR Cas12a for homogeneous protein target detection with a simplified workflow and high sensitivity. Probes consisting of different binders (small molecule, aptamer, and antibody) conjugated with oligonucleotides undergo two-way extension upon binding to the protein targets, leading to downstream DNA amplification by a pair of nicking enzymes and polymerases to generate target sequences for Cas12a signal generation. We used the streptavidin-biotin model to demonstrate the design of our assay and proved that all three elements of protein detection (target protein binding, DNA amplification, and Cas12a signal generation) could coexist in one pot and proceed isothermally in a single buffer system at a low reaction volume of 10 μL. The plug-and-play applicability of our assay has been successfully demonstrated using four different protein targets, streptavidin, PDGF-BB, antidigoxigenin antibody, and IFNγ, with the limit of detection ranging from fM to pM.
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Affiliation(s)
- Yahui Gao
- Department of Chemical & Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
| | - Yan Shan Ang
- Department of Chemical & Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
| | - Lin-Yue Lanry Yung
- Department of Chemical & Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
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43
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Zhang C, Chen F, Wang F, Xu H, Xue J, Li Z. Mechanisms for HNH-mediated target DNA cleavage in type I CRISPR-Cas systems. Mol Cell 2024; 84:3141-3153.e5. [PMID: 39047725 DOI: 10.1016/j.molcel.2024.06.033] [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: 03/15/2024] [Revised: 06/03/2024] [Accepted: 06/27/2024] [Indexed: 07/27/2024]
Abstract
The metagenome-derived type I-E and type I-F variant CRISPR-associated complex for antiviral defense (Cascade) complexes, fused with HNH domains, precisely cleave target DNA, representing recently identified genome editing tools. However, the underlying working mechanisms remain unknown. Here, structures of type I-FHNH and I-EHNH Cascade complexes at different states are reported. In type I-FHNH Cascade, Cas8fHNH loosely attaches to Cascade head and is adjacent to the 5' end of the target single-stranded DNA (ssDNA). Formation of the full R-loop drives the Cascade head to move outward, allowing Cas8fHNH to detach and rotate ∼150° to accommodate target ssDNA for cleavage. In type I-EHNH Cascade, Cas5eHNH domain is adjacent to the 5' end of the target ssDNA. Full crRNA-target pairing drives the lift of the Cascade head, widening the substrate channel for target ssDNA entrance. Altogether, these analyses into both complexes revealed that crRNA-guided positioning of target DNA and target DNA-induced HNH unlocking are two key factors for their site-specific cleavage of target DNA.
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Affiliation(s)
- Chendi Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, Hubei, China
| | - Fugen Chen
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, Hubei, China
| | - Feng Wang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, Hubei, China
| | - Haijiang Xu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, Hubei, China
| | - Jialin Xue
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, Hubei, China
| | - Zhuang Li
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, Hubei, China.
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Bouzidi MS, Dossani ZY, Di Benedetto C, Raymond KA, Desai S, Chavez LR, Betancur P, Pillai SK. High-resolution Inference of Multiplexed Anti-HIV Gene Editing using Single-Cell Targeted DNA Sequencing. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.24.576921. [PMID: 38328062 PMCID: PMC10849705 DOI: 10.1101/2024.01.24.576921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Gene therapy-based HIV cure strategies typically aim to excise the HIV provirus directly, or target host dependency factors (HDFs) that support viral persistence. Cure approaches will likely require simultaneous co-targeting of multiple sites within the HIV genome to prevent evolution of resistance, and/or co-targeting of multiple HDFs to fully render host cells refractory to HIV infection. Bulk cell-based methods do not enable inference of co-editing within individual viral or target cell genomes, and do not discriminate between monoallelic and biallelic gene disruption. Here, we describe a targeted single-cell DNA sequencing (scDNA-seq) platform characterizing the near full-length HIV genome and 50 established HDF genes, designed to evaluate anti-HIV gene therapy strategies. We implemented the platform to investigate the capacity of multiplexed CRISPR-Cas9 ribonucleoprotein complexes (Cas9-RNPs) to simultaneously 1) inactivate the HIV provirus, and 2) knockout the CCR5 and CXCR4 HDF (entry co-receptor) genes in microglia and primary monocyte-derived macrophages (MDMs). Our scDNA-seq pipeline revealed that antiviral gene editing is rarely observed at multiple loci (or both alleles of a locus) within an individual cell, and editing probabilities across sites are linked. Our results demonstrate that single-cell sequencing is critical to evaluate the true efficacy and therapeutic potential of HIV gene therapy.
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Affiliation(s)
- Mohamed S. Bouzidi
- Vitalant Research Institute, San Francisco, CA, USA
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Zain Y. Dossani
- Vitalant Research Institute, San Francisco, CA, USA
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | | | - Kyle A. Raymond
- Vitalant Research Institute, San Francisco, CA, USA
- Department of Virology, Institut Pasteur, Université de Paris, CNRS UMR3569, Paris, France
| | | | - Leonard R. Chavez
- Vitalant Research Institute, San Francisco, CA, USA
- Rewrite Therapeutics, Berkeley, CA, USA
| | - Paola Betancur
- Department of Radiation Oncology, University of California, San Francisco, CA, USA
| | - Satish K. Pillai
- Vitalant Research Institute, San Francisco, CA, USA
- Department of Laboratory Medicine, University of California, San Francisco, CA, USA
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45
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Yoshimi K, Kuno A, Yamauchi Y, Hattori K, Taniguchi H, Mikamo K, Iida R, Ishida S, Goto M, Takeshita K, Ito R, Takahashi R, Takahashi S, Mashimo T. Genome editing using type I-E CRISPR-Cas3 in mice and rat zygotes. CELL REPORTS METHODS 2024; 4:100833. [PMID: 39121862 PMCID: PMC11384072 DOI: 10.1016/j.crmeth.2024.100833] [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: 03/21/2024] [Revised: 07/08/2024] [Accepted: 07/16/2024] [Indexed: 08/12/2024]
Abstract
The type I CRISPR system has recently emerged as a promising tool, especially for large-scale genomic modification, but its application to generate model animals by editing zygotes had not been established. In this study, we demonstrate genome editing in zygotes using the type I-E CRISPR-Cas3 system, which efficiently generates deletions of several thousand base pairs at targeted loci in mice with 40%-70% editing efficiency without off-target mutations. To overcome the difficulties associated with detecting the variable deletions, we used a newly long-read sequencing-based multiplex genotyping approach. Demonstrating remarkable versatility, our Cas3-based technique was successfully extended to rats as well as mice, even by zygote electroporation methods. Knockin for SNP exchange and genomic replacement with a donor plasmid were also achieved in mice. This pioneering work with the type I CRISPR zygote editing system offers increased flexibility and broader applications in genetic engineering across different species.
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Affiliation(s)
- Kazuto Yoshimi
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; Division of Genome Engineering, Center for Experimental Medicine and Systems Biology, Institute of Medical Science, University of Tokyo, Tokyo 108-8639, Japan.
| | - Akihiro Kuno
- Department of Anatomy and Embryology, Faculty of Medicine, University of Tsukuba, Ibaraki 305-8575, Japan
| | - Yuko Yamauchi
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Kosuke Hattori
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Hiromi Taniguchi
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Kouya Mikamo
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Ryuya Iida
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Saeko Ishida
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan
| | - Motohito Goto
- Central Institute for Experimental Medicine and Life Science, 3-25-12 Tonomachi, Kawasaki-ku, Kawasaki, Kanagawa 210-0821, Japan
| | - Kohei Takeshita
- Life Science Research Infrastructure Group, Advanced Photon Technology Division, RIKEN SPring-8 Center, Hyogo 679-5148, Japan
| | - Ryoji Ito
- Central Institute for Experimental Medicine and Life Science, 3-25-12 Tonomachi, Kawasaki-ku, Kawasaki, Kanagawa 210-0821, Japan
| | - Riichi Takahashi
- Central Institute for Experimental Medicine and Life Science, 3-25-12 Tonomachi, Kawasaki-ku, Kawasaki, Kanagawa 210-0821, Japan
| | - Satoru Takahashi
- Department of Anatomy and Embryology, Faculty of Medicine, University of Tsukuba, Ibaraki 305-8575, Japan
| | - Tomoji Mashimo
- Division of Animal Genetics, Laboratory Animal Research Center, Institute of Medical Science, The University of Tokyo, Tokyo 108-8639, Japan; Division of Genome Engineering, Center for Experimental Medicine and Systems Biology, Institute of Medical Science, University of Tokyo, Tokyo 108-8639, Japan.
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46
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Freitas-Alves NS, Moreira-Pinto CE, Távora FTPK, Paes-de-Melo B, Arraes FBM, Lourenço-Tessutti IT, Moura SM, Oliveira AC, Morgante CV, Qi Y, Fatima Grossi-de-Sa M. CRISPR/Cas genome editing in soybean: challenges and new insights to overcome existing bottlenecks. J Adv Res 2024:S2090-1232(24)00367-9. [PMID: 39163906 DOI: 10.1016/j.jare.2024.08.024] [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: 04/13/2024] [Revised: 07/23/2024] [Accepted: 08/16/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND Soybean is a worldwide-cultivated crop due to its applications in the food, feed, and biodiesel industries. Genome editing in soybean began with ZFN and TALEN technologies; however, CRISPR/Cas has emerged and shortly became the preferable approach for soybean genome manipulation since it is more precise, easy to handle, and cost-effective. Recent reports have focused on the conventional Cas9 nuclease, Cas9 nickase (nCas9) derived base editors, and Cas12a (formally Cpf1) as the most commonly used genome editors in soybean. Nonetheless, several challenges in the complex plant genetic engineering pipeline need to be overcome to effectively edit the genome of an elite soybean cultivar. These challenges include (1) optimizing CRISPR cassette design (i.e., gRNA and Cas promoters, gRNA design and testing, number of gRNAs, and binary vector), (2) improving transformation frequency, (3) increasing the editing efficiency ratio of targeted plant cells, and (4) improving soybean crop production. AIM OF REVIEW This review provides an overview of soybean genome editing using CRISPR/Cas technology, discusses current challenges, and highlights theoretical (insights) and practical suggestions to overcome the existing bottlenecks. KEY SCIENTIFIC CONCEPTS OF REVIEW The CRISPR/Cas system was discovered as part of the bacterial innate immune system. It has been used as a biotechnological tool for genome editing and efficiently applied in soybean to unveil gene function, improve agronomic traits such as yield and nutritional grain quality, and enhance biotic and abiotic stress tolerance. To date, the efficiency of gRNAs has been validated using protoplasts and hairy root assays, while stable plant transformation relies on Agrobacterium-mediated and particle bombardment methods. Nevertheless, most steps of the CRISPR/Cas workflow require optimizations to achieve a more effective genome editing in soybean plants.
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Affiliation(s)
- Nayara Sabrina Freitas-Alves
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; Bioprocess Engineering and Biotechnology Graduate Program, Federal University of Paraná (UFPR), Curitiba, PR, Brazil
| | - Clidia E Moreira-Pinto
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil
| | - Fabiano T P K Távora
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil
| | - Bruno Paes-de-Melo
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil
| | - Fabricio B M Arraes
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil
| | - Isabela T Lourenço-Tessutti
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil
| | - Stéfanie M Moura
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil
| | - Antonio C Oliveira
- National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil; Federal University of Pelotas (UFPEL), Pelotas, RS, Brazil
| | - Carolina V Morgante
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil; Embrapa Semi-Arid, Petrolina, PE, Brazil
| | - Yiping Qi
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA
| | - Maria Fatima Grossi-de-Sa
- Embrapa Genetic Resources and Biotechnology, Brasília, DF, Brazil; Bioprocess Engineering and Biotechnology Graduate Program, Federal University of Paraná (UFPR), Curitiba, PR, Brazil; National Institute of Science and Technology, INCT PlantStress Biotech, EMBRAPA, Brasília, DF, Brazil; Catholic University of Brasília, Graduate Program in Genomic Sciences and Biotechnology, Brasília, DF, Brazil; Catholic University Dom Bosco, Graduate Program in Biotechnology, Campo Grande, MS, Brazil.
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47
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Murjani K, Tripathi R, Singh V. An overview and potential of CRISPR-Cas systems for genome editing. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2024; 208:1-17. [PMID: 39266179 DOI: 10.1016/bs.pmbts.2024.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/14/2024]
Abstract
Genome editing involves altering of the DNA in organisms including bacteria, plants, and animals using molecular scissors that helps in treatment and diagnosis of various diseases. Genome editing technology is exponentially growing and have been developed for enabling precise genomic alterations and the addition, removal, and correction of genes. These modifications begin with the creation of double-stranded breaks (DSBs) that is generated by nucleases and can be joined through homology-directed repair (HDR) or non-homologous end-joining (NHEJ). NHEJ is quick but increases mutation chances due to deletions and insertions of nucleotides at the break site, while HDR uses homologous templates for precise repair and targeted DNA specific to the gene or sequence. Other methods such as zinc-finger protein is a transcription factor that binds with DNA and binds specific to that sequence, which uniquely recognise 3-base pairs of DNA. TALENs consists of two domains: TALE domain, a transcription activator and FokI that is a restriction endonuclease that cuts the DNA at specific sites. CRISPR-Cas systems are clustered regularly interspersed short palindromic repeats present in various bacterial species. These sequences activate RNA-guided DNA cleavage, aiding in the development of an adaptive immune defence against foreign DNA. CRISPR-Cas9 is widely used for genome editing, regulation, diagnostic and many.
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Affiliation(s)
- Karan Murjani
- Department of Biosciences, School of Science, Indrashil University, Rajpur, Mehsana, Gujarat, India
| | - Renu Tripathi
- Department of Biosciences, School of Science, Indrashil University, Rajpur, Mehsana, Gujarat, India
| | - Vijai Singh
- Department of Biosciences, School of Science, Indrashil University, Rajpur, Mehsana, Gujarat, India.
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48
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van de Kooij B, van der Wal FJ, Rother MB, Wiegant WW, Creixell P, Stout M, Joughin BA, Vornberger J, Altmeyer M, van Vugt MATM, Yaffe MB, van Attikum H. The Fanconi anemia core complex promotes CtIP-dependent end resection to drive homologous recombination at DNA double-strand breaks. Nat Commun 2024; 15:7076. [PMID: 39152113 PMCID: PMC11329772 DOI: 10.1038/s41467-024-51090-6] [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: 09/11/2023] [Accepted: 07/17/2024] [Indexed: 08/19/2024] Open
Abstract
During the repair of interstrand crosslinks (ICLs) a DNA double-strand break (DSB) is generated. The Fanconi anemia (FA) core complex, which is recruited to ICLs, promotes high-fidelity repair of this DSB by homologous recombination (HR). However, whether the FA core complex also promotes HR at ICL-independent DSBs, for example induced by ionizing irradiation or nucleases, remains controversial. Here, we identified the FA core complex members FANCL and Ube2T as HR-promoting factors in a CRISPR/Cas9-based screen. Using isogenic cell line models, we further demonstrated an HR-promoting function of FANCL and Ube2T, and of their ubiquitination substrate FANCD2. We show that FANCL and Ube2T localize at DSBs in a FANCM-dependent manner, and are required for the DSB accumulation of FANCD2. Mechanistically, we demonstrate that FANCL ubiquitin ligase activity is required for the accumulation of CtIP at DSBs, thereby promoting end resection and Rad51 loading. Together, these data demonstrate a dual genome maintenance function of the FA core complex and FANCD2 in promoting repair of both ICLs and DSBs.
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Affiliation(s)
- Bert van de Kooij
- Department of Human Genetics, Leiden University Medical Center, Leiden, the Netherlands.
- Koch Institute for Integrative Cancer Research, MIT Center for Precision Cancer Medicine, Departments of Biology and Bioengineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
| | - Fenna J van der Wal
- Department of Human Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Magdalena B Rother
- Department of Human Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Wouter W Wiegant
- Department of Human Genetics, Leiden University Medical Center, Leiden, the Netherlands
| | - Pau Creixell
- Koch Institute for Integrative Cancer Research, MIT Center for Precision Cancer Medicine, Departments of Biology and Bioengineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- CRUK Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Merula Stout
- Department of Molecular Mechanisms of Disease, University of Zurich (UZH), Zurich, Switzerland
| | - Brian A Joughin
- Koch Institute for Integrative Cancer Research, MIT Center for Precision Cancer Medicine, Departments of Biology and Bioengineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Julia Vornberger
- Department of Molecular Mechanisms of Disease, University of Zurich (UZH), Zurich, Switzerland
| | - Matthias Altmeyer
- Department of Molecular Mechanisms of Disease, University of Zurich (UZH), Zurich, Switzerland
| | - Marcel A T M van Vugt
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Michael B Yaffe
- Koch Institute for Integrative Cancer Research, MIT Center for Precision Cancer Medicine, Departments of Biology and Bioengineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Department of Surgery, Beth Israel Deaconess Medical Center, Divisions of Acute Care Surgery, Trauma, and Critical Care and Surgical Oncology, Harvard Medical School, Boston, USA.
| | - Haico van Attikum
- Department of Human Genetics, Leiden University Medical Center, Leiden, the Netherlands.
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49
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Tang Z, Gao S, Shi X, He L. Knowledge mapping of macrophage and its role in aneurysm from 1999 to 2022: A bibliometric analysis. Heliyon 2024; 10:e35212. [PMID: 39166074 PMCID: PMC11334850 DOI: 10.1016/j.heliyon.2024.e35212] [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: 11/15/2023] [Revised: 06/18/2024] [Accepted: 07/24/2024] [Indexed: 08/22/2024] Open
Abstract
Background Various factors play crucial roles in aneurysm development and prognosis. Macrophages have recently emerged as a major research focus. Despite the numerous studies on the role and function of macrophages in aneurysm pathogenesis, no bibliometric analyses have focused on this topic. Objective This study aimed to analyze articles related to macrophages and aneurysms to reveal trends, hotspots, and new frontiers in macrophage-related aneurysm research. Methods We retrieved and incorporated 1211 articles from the Science Citation Index Expanded database of the Web of Science Core Collection between 1999 and 2022. The data were analyzed and visualized using CiteSpace and VOSviewer, and Microsoft Excel 2019 was used to plot the data. Results The most influential articles were published between 1999 and 2022, with a total citation count of 43870. This study encompassed a comprehensive analysis of 74 research directions. The year with the highest number of publications was 2021 when 109 articles were published. 'ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY' journal has made significant contributions by publishing the highest number of articles (99 articles), while funding support primarily came from the National Institutes of Health and United States Department of Health and Human Services. The United States exerted a substantial influence within this field, with a total publication count of 453 publications and the highest centrality value (0.63). Recent studies have focused on understanding the developmental processes underlying aneurysms and devising preventive measures to effectively impede disease progression. Conclusions Our analysis demonstrates the rapid growth in research exploring the relationship between macrophages and aneurysms over the past two decades. Continued exploration and collaboration among different specialties and manufacturers will facilitate innovative approaches for effective management strategies that target patients with diverse forms of aneurysms.
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Affiliation(s)
- Zhenchu Tang
- Department of Neurology, The Second Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
- Clinical Medical Research Center for Stroke Prevention and Treatment of Hunan Province, The Second Xiangya Hospital, Central South University, Changsha, China
- Hunan Key Laboratory of Tumor Models and Individualized Medicine, The Second Xiangya Hospital, Central South University, China
| | - Shan Gao
- Department of Gastroenterology, The Second Xiangya Hospital, Central South University, China
| | - Xiangyu Shi
- Center Of Clinical Trial and Research, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Lile He
- Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China
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50
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Caramiello AM, Pirota V. Novel Therapeutic Horizons: SNCA Targeting in Parkinson's Disease. Biomolecules 2024; 14:949. [PMID: 39199337 PMCID: PMC11352499 DOI: 10.3390/biom14080949] [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: 07/03/2024] [Revised: 07/29/2024] [Accepted: 08/02/2024] [Indexed: 09/01/2024] Open
Abstract
Alpha-synuclein (αSyn) aggregates are the primary component of Lewy bodies, which are pathological hallmarks of Parkinson's disease (PD). The toxicity of αSyn seems to increase with its elevated expression during injury, suggesting that therapeutic approaches focused on reducing αSyn burden in neurons could be beneficial. Additionally, studies have shown higher levels of SNCA mRNA in the midbrain tissues and substantia nigra dopaminergic neurons of sporadic PD post-mortem brains compared to controls. Therefore, the regulation of SNCA expression and inhibition of αSyn synthesis could play an important role in the pathogenesis of injury, resulting in an effective treatment approach for PD. In this context, we summarized the most recent and innovative strategies proposed that exploit the targeting of SNCA to regulate translation and efficiently knock down cytoplasmatic levels of αSyn. Significant progress has been made in developing antisense technologies for treating PD in recent years, with a focus on antisense oligonucleotides and short-interfering RNAs, which achieve high specificity towards the desired target. To provide a more exhaustive picture of this research field, we also reported less common but highly innovative strategies, including small molecules, designed to specifically bind 5'-untranslated regions and, targeting secondary nucleic acid structures present in the SNCA gene, whose formation can be modulated, acting as a transcription and translation control. To fully describe the efficiency of the reported strategies, the effect of αSyn reduction on cellular viability and dopamine homeostasis was also considered.
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Affiliation(s)
| | - Valentina Pirota
- Department of Chemistry, University of Pavia, Viale Taramelli 10, 27100 Pavia, Italy;
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