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Peng W, Shi M, Hu B, Jia J, Li X, Wang N, Man S, Ye S, Ma L. Nanotechnology-leveraged CRISPR/Cas systems: icebreaking in trace cancer-related nucleic acids biosensing. Mol Cancer 2025; 24:78. [PMID: 40087758 PMCID: PMC11908094 DOI: 10.1186/s12943-024-02222-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 12/31/2024] [Indexed: 03/17/2025] Open
Abstract
As promising noninvasive biomarkers, nucleic acids provide great potential to innovate cancer early detection methods and promote subsequent diagnosis to improve the survival rates of patient. Accurate, straightforward and sensitive detection of such nucleic acid-based cancer biomarkers in complex biological samples holds significant clinical importance. However, the low abundance creates huge challenges for their routine detection. As the next-generation diagnostic tool, Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/CRISPR-associated protein (Cas) with their high programmability, sensitivity, fidelity, single-base resolution, and precise nucleic acid positioning capabilities are extremely attractive for trace nucleic acid-based cancer biomarkers (NABCBs), permitting rapid, ultra-sensitive and specific detection. More importantly, by combing with nanotechnology, it can solve the long-lasting problems of poor sensitivity, accuracy and simplicity, as well as to achieve integrated miniaturization and portable point-of-care testing (POCT) detection. However, existing literature lacks specific emphasis on this topic. Thus, we intend to propose a timely one for the readers. This review will bridge this gap by providing insights for CRISPR/Cas-based nano-biosensing development and highlighting the current state-of-art, challenges, and prospects. We expect that it can provide better understanding and valuable insights for trace NABCBs detection, thereby facilitating advancements in early cancer screening/detection/diagnostics and win practical applications in the foreseeable future.
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Affiliation(s)
- Weipan Peng
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Tianjin Key Laboratory of Industry Microbiology, International China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Ministry of Education, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Mengting Shi
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Tianjin Key Laboratory of Industry Microbiology, International China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Ministry of Education, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Bin Hu
- Department of Pharmacy, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, Luoyang, 471003, China
| | - Jingyu Jia
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Tianjin Key Laboratory of Industry Microbiology, International China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Ministry of Education, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Xinyue Li
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Tianjin Key Laboratory of Industry Microbiology, International China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Ministry of Education, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Nan Wang
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Tianjin Key Laboratory of Industry Microbiology, International China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Ministry of Education, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science & Technology, Tianjin, 300457, China
| | - Shuli Man
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Tianjin Key Laboratory of Industry Microbiology, International China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Ministry of Education, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science & Technology, Tianjin, 300457, China.
| | - Shengying Ye
- Pharmacy Department, The 983th Hospital of The Joint Logistics Support Force of The Chinese People's Liberation Army, Tianjin, China.
| | - Long Ma
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Tianjin Key Laboratory of Industry Microbiology, International China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Ministry of Education, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science & Technology, Tianjin, 300457, China.
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Zou X, Mo Z, Wang L, Chen S, Lee SY. Overcoming Bacteriophage Contamination in Bioprocessing: Strategies and Applications. SMALL METHODS 2025; 9:e2400932. [PMID: 39359025 DOI: 10.1002/smtd.202400932] [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: 06/22/2024] [Revised: 09/14/2024] [Indexed: 10/04/2024]
Abstract
Bacteriophage contamination has a devastating impact on the viability of bacterial hosts and can significantly reduce the productivity of bioprocesses in biotechnological industries. The consequences range from widespread fermentation failure to substantial economic losses, highlighting the urgent need for effective countermeasures. Conventional prevention methods, which focus primarily on the physical removal of bacteriophages from equipment, bioprocess units, and the environment, have proven ineffective in preventing phage entry and contamination. The coevolutionary dynamics between phages and their bacterial hosts have spurred the development of a diverse repertoire of antiviral defense mechanisms within microbial communities. These naturally occurring defense strategies can be harnessed through genetic engineering to convert phage-sensitive hosts into robust, phage-resistant cell factories, providing a strategic approach to mitigate the threats posed by bacteriophages to industrial bacterial processes. In this review, an overview of the various defense strategies and immune systems that curb the propagation of bacteriophages and highlight their applications in fermentation bioprocesses to combat phage contamination is provided. Additionally, the tactics employed by phages to circumvent these defense strategies are also discussed, as preventing the emergence of phage escape mutants is a key component of effective contamination management.
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Affiliation(s)
- Xuan Zou
- Intensive Care Unit, Shenzhen Key Laboratory of Microbiology in Genomic Modification & Editing and Application, Shenzhen Institute of Translational Medicine, Medical Innovation Technology Transformation Center of Shenzhen Second People's Hospital, Shenzhen Univeristy Medical School, The First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, 518035, China
- Metabolic and Biomolecular Engineering National Research Laboratory, Department of Chemical and Biomolecular Engineering (BK21 four), KAIST Institute for BioCentury, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea
- Synthetic Biology Research Center, Shenzhen University, Shenzhen, Guangdong, 518035, China
| | - Ziran Mo
- Department of Respiratory Diseases, Institute of Pediatrics, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518026, China
- Department of Gastroenterology, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, Ministry of Education Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Taikang Center for Life and Medical Sciences, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Lianrong Wang
- Department of Respiratory Diseases, Institute of Pediatrics, Shenzhen Children's Hospital, Shenzhen, Guangdong, 518026, China
- Department of Gastroenterology, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, Ministry of Education Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Taikang Center for Life and Medical Sciences, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Shi Chen
- Intensive Care Unit, Shenzhen Key Laboratory of Microbiology in Genomic Modification & Editing and Application, Shenzhen Institute of Translational Medicine, Medical Innovation Technology Transformation Center of Shenzhen Second People's Hospital, Shenzhen Univeristy Medical School, The First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, 518035, China
- Synthetic Biology Research Center, Shenzhen University, Shenzhen, Guangdong, 518035, China
- Department of Gastroenterology, Hubei Clinical Center and Key Laboratory of Intestinal and Colorectal Disease, Ministry of Education Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Taikang Center for Life and Medical Sciences, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Sang Yup Lee
- Metabolic and Biomolecular Engineering National Research Laboratory, Department of Chemical and Biomolecular Engineering (BK21 four), KAIST Institute for BioCentury, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea
- Systems Metabolic Engineering and Systems Healthcare Cross-Generation Collaborative Laboratory, KAIST, Daejeon, 34141, Republic of Korea
- BioProcess Engineering Research Center and BioInformatics Research Center, KAIST, Daejeon, 34141, Republic of Korea
- Graduate School of Engineering Biology, KAIST, Daejeon, 34141, Republic of Korea
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Dai Z, Chen Y, Guan Z, Chen X, Tan K, Yang K, Yan X, Liu Y, Gong Z, Han W, Zou T. Structural and mechanistic insights into the activation of a short prokaryotic argonaute system from archaeon Sulfolobus islandicus. Nucleic Acids Res 2025; 53:gkaf059. [PMID: 39898546 PMCID: PMC11788926 DOI: 10.1093/nar/gkaf059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 01/13/2025] [Accepted: 01/30/2025] [Indexed: 02/04/2025] Open
Abstract
Prokaryotic Argonaute proteins (pAgos) defend the host against invading nucleic acids, including plasmids and viruses. Short pAgo systems confer immunity by inducing cell death upon detecting invading nucleic acids. However, the activation mechanism of the SiAgo system, comprising a short pAgo from the archaeon Sulfolobus islandicus and its associated proteins SiAga1 and SiAga2, remains largely unknown. Here, we determined the cryo-electron microscopy structures of the SiAgo-Aga1 apo complex and the RNA-DNA-bound SiAgo-Aga1 complex at resolutions of 2.7 and 3.0 Å, respectively. Our results revealed that a positively charged pocket is generated from the interaction between SiAgo and SiAga1, exhibiting an architecture similar to APAZ-pAgo of short pAgo systems and accommodating the nucleic acids. Further investigation elucidated the conserved mechanism of nucleic acid recognition by SiAgo-Aga1. Both the SiAgo-Aga1 interaction and nucleic acid recognition by the complex are essential for antiviral defense. Biochemical and structural analyses demonstrated that SiAgo-Aga1 undergoes extensive conformational changes upon binding to the RNA-DNA duplex, thereby licensing its interaction with the effector SiAga2 to trigger the immune response. Overall, our findings highlight the evolutionary conservation of Agos across phylogenetic clades and provide structural insights into the activation mechanism of the SiAgo system.
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Affiliation(s)
- Zhikang Dai
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Yu Chen
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Zeyuan Guan
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Xueting Chen
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Keyi Tan
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Kaiyue Yang
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Xuhui Yan
- National Key Laboratory of Crop Genetic Improvement, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Yidong Liu
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Zhou Gong
- Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences,430071 Wuhan, Hubei, China
| | - Wenyuan Han
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
| | - Tingting Zou
- National Key Laboratory of Agricultural Microbiology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070 Wuhan, Hubei, China
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Zhu Z, Lu S, Wang H, Wang F, Xu W, Zhu Y, Xue J, Yang L. Innovations in Transgene Integration Analysis: A Comprehensive Review of Enrichment and Sequencing Strategies in Biotechnology. ACS APPLIED MATERIALS & INTERFACES 2025; 17:2716-2735. [PMID: 39760503 DOI: 10.1021/acsami.4c14208] [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: 01/07/2025]
Abstract
Understanding the integration of transgene DNA (T-DNA) in transgenic crops, animals, and clinical applications is paramount for ensuring the stability and expression of inserted genes, which directly influence desired traits and therapeutic outcomes. Analyzing T-DNA integration patterns is essential for identifying potential unintended effects and evaluating the safety and environmental implications of genetically modified organisms (GMOs). This knowledge is crucial for regulatory compliance and fostering public trust in biotechnology by demonstrating transparency in genetic modifications. This review highlights recent advancements in T-DNA integration analysis, specifically focusing on targeted DNA enrichment and sequencing strategies. We examine key technologies, such as polymerase chain reaction (PCR)-based methods, hybridization capture, RNA/DNA-guided endonuclease-mediated enrichment, and high-throughput resequencing, emphasizing their contributions to enhancing precision and efficiency in transgene integration analysis. We discuss the principles, applications, and recent developments in these techniques, underscoring their critical role in advancing biotechnological products. Additionally, we address the existing challenges and future directions in the field, offering a comprehensive overview of how innovative DNA-targeted enrichment and sequencing strategies are reshaping biotechnology and genomics.
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Affiliation(s)
- Zaobing Zhu
- Joint International Research Laboratory of Metabolic and Developmental Sciences, Yazhou Bay Institute of Deepsea Sci-Tech, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, People's Republic of China
- Zhejiang Yuzhi Biotechnology Company, Limited, Ningbo 315032, People's Republic of China
| | - Shengtao Lu
- Joint International Research Laboratory of Metabolic and Developmental Sciences, Yazhou Bay Institute of Deepsea Sci-Tech, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
- Zhejiang Yuzhi Biotechnology Company, Limited, Ningbo 315032, People's Republic of China
| | - Hongchun Wang
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, People's Republic of China
| | - Fan Wang
- Joint International Research Laboratory of Metabolic and Developmental Sciences, Yazhou Bay Institute of Deepsea Sci-Tech, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Wenting Xu
- Joint International Research Laboratory of Metabolic and Developmental Sciences, Yazhou Bay Institute of Deepsea Sci-Tech, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Yulei Zhu
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, People's Republic of China
| | - Jing Xue
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, People's Republic of China
| | - Litao Yang
- Joint International Research Laboratory of Metabolic and Developmental Sciences, Yazhou Bay Institute of Deepsea Sci-Tech, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
- Zhejiang Yuzhi Biotechnology Company, Limited, Ningbo 315032, People's Republic of China
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Jungfer K, Moravčík Š, Garcia-Doval C, Knörlein A, Hall J, Jinek M. Mechanistic determinants and dynamics of cA6 synthesis in type III CRISPR-Cas effector complexes. Nucleic Acids Res 2025; 53:gkae1277. [PMID: 39817514 PMCID: PMC11734703 DOI: 10.1093/nar/gkae1277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 12/11/2024] [Accepted: 12/13/2024] [Indexed: 01/18/2025] Open
Abstract
Type III clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated (Cas) systems (type III CRISPR-Cas systems) use guide RNAs to recognize RNA transcripts of foreign genetic elements, which triggers the generation of cyclic oligoadenylate (cOA) second messengers by the Cas10 subunit of the type III effector complex. In turn, cOAs bind and activate ancillary effector proteins to reinforce the host immune response. Type III systems utilize distinct cOAs, including cyclic tri- (cA3), tetra- (cA4) and hexa-adenylates (cA6). However, the molecular mechanisms dictating cOA product identity are poorly understood. Here we used cryoelectron microscopy to visualize the mechanism of cA6 biosynthesis by the Csm effector complex from Enterococcus italicus (EiCsm). We show that EiCsm synthesizes oligoadenylate nucleotides in 3'-5' direction using a set of conserved binding sites in the Cas10 Palm domains to determine the size of the nascent oligoadenylate chain. Our data also reveal that conformational dynamics induced by target RNA binding results in allosteric activation of Cas10 to trigger oligoadenylate synthesis. Mutations of a key structural element in Cas10 perturb cOA synthesis to favor cA3 and cA4 formation. Together, these results provide comprehensive insights into the dynamics of cOA synthesis in type III CRISPR-Cas systems and reveal key determinants of second messenger product selectivity, thereby illuminating potential avenues for their engineering.
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Affiliation(s)
- Kenny Jungfer
- Department of Biochemistry, University of Zurich, Winterthurerstrass 190, 8057 Zurich, Switzerland
| | - Štefan Moravčík
- Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093 Zurich, Switzerland
| | - Carmela Garcia-Doval
- Department of Biochemistry, University of Zurich, Winterthurerstrass 190, 8057 Zurich, Switzerland
| | - Anna Knörlein
- Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093 Zurich, Switzerland
| | - Jonathan Hall
- Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 1-5/10, 8093 Zurich, Switzerland
| | - Martin Jinek
- Department of Biochemistry, University of Zurich, Winterthurerstrass 190, 8057 Zurich, Switzerland
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Cui N, Zhang JT, Li Z, Wei XY, Wang J, Jia N. Tetramerization-dependent activation of the Sir2-associated short prokaryotic Argonaute immune system. Nat Commun 2024; 15:8610. [PMID: 39366953 PMCID: PMC11452484 DOI: 10.1038/s41467-024-52910-5] [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: 04/23/2024] [Accepted: 09/23/2024] [Indexed: 10/06/2024] Open
Abstract
Eukaryotic Argonaute proteins (eAgos) utilize short nucleic acid guides to target complementary sequences for RNA silencing, while prokaryotic Agos (pAgos) provide immunity against invading plasmids or bacteriophages. The Sir2-domain associated short pAgo (SPARSA) immune system defends against invaders by depleting NAD+ and triggering cell death. However, the molecular mechanism underlying SPARSA activation remains unknown. Here, we present cryo-EM structures of inactive monomeric, active tetrameric and active NAD+-bound tetrameric SPARSA complexes, elucidating mechanisms underlying SPARSA assembly, guide RNA preference, target ssDNA-triggered SPARSA tetramerization, and tetrameric-dependent NADase activation. Short pAgos form heterodimers with Sir2-APAZ, favoring short guide RNA with a 5'-AU from ColE-like plasmids. RNA-guided recognition of the target ssDNA triggers SPARSA tetramerization via pAgo- and Sir2-mediated interactions. The resulting tetrameric Sir2 rearrangement aligns catalytic residue H186 for NAD+ hydrolysis. These insights advance our understanding of Sir2-domain associated pAgos immune systems and should facilitate the development of a short pAgo-associated biotechnological toolbox.
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Affiliation(s)
- Ning Cui
- Department of Biochemistry, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Jun-Tao Zhang
- Department of Biochemistry, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Zhuolin Li
- Department of Biochemistry, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Xin-Yang Wei
- Department of Biochemistry, School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Jie Wang
- Department of Chemistry, Southern University of Science and Technology, Shenzhen, China
| | - Ning Jia
- Department of Biochemistry, School of Medicine, Southern University of Science and Technology, Shenzhen, China.
- Shenzhen Key Laboratory of Cell Microenvironment, Guangdong Provincial Key Laboratory of Cell Microenvironment and Disease Research, Southern University of Science and Technology, Shenzhen, China.
- Key University Laboratory of Metabolism and Health of Guangdong, Institute for Biological Electron Microscopy, Southern University of Science and Technology, Shenzhen, China.
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Krausfeldt LE, Shmakova E, Lee HW, Mazzei V, Loftin KA, Smith RP, Karwacki E, Fortman PE, Rosen BH, Urakawa H, Dadlani M, Colwell RR, Lopez JV. Microbial diversity, genomics, and phage-host interactions of cyanobacterial harmful algal blooms. mSystems 2024; 9:e0070923. [PMID: 38856205 PMCID: PMC11265339 DOI: 10.1128/msystems.00709-23] [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: 07/13/2023] [Accepted: 11/13/2023] [Indexed: 06/11/2024] Open
Abstract
The occurrence of cyanobacterial harmful algal blooms (cyanoHABs) is related to their physical and chemical environment. However, less is known about their associated microbial interactions and processes. In this study, cyanoHABs were analyzed as a microbial ecosystem, using 1 year of 16S rRNA sequencing and 70 metagenomes collected during the bloom season from Lake Okeechobee (Florida, USA). Biogeographical patterns observed in microbial community composition and function reflected ecological zones distinct in their physical and chemical parameters that resulted in bloom "hotspots" near major lake inflows. Changes in relative abundances of taxa within multiple phyla followed increasing bloom severity. Functional pathways that correlated with increasing bloom severity encoded organic nitrogen and phosphorus utilization, storage of nutrients, exchange of genetic material, phage defense, and protection against oxidative stress, suggesting that microbial interactions may promote cyanoHAB resilience. Cyanobacterial communities were highly diverse, with picocyanobacteria ubiquitous and oftentimes most abundant, especially in the absence of blooms. The identification of novel bloom-forming cyanobacteria and genomic comparisons indicated a functionally diverse cyanobacterial community with differences in its capability to store nitrogen using cyanophycin and to defend against phage using CRISPR and restriction-modification systems. Considering blooms in the context of a microbial ecosystem and their interactions in nature, physiologies and interactions supporting the proliferation and stability of cyanoHABs are proposed, including a role for phage infection of picocyanobacteria. This study displayed the power of "-omics" to reveal important biological processes that could support the effective management and prediction of cyanoHABs. IMPORTANCE Cyanobacterial harmful algal blooms pose a significant threat to aquatic ecosystems and human health. Although physical and chemical conditions in aquatic systems that facilitate bloom development are well studied, there are fundamental gaps in the biological understanding of the microbial ecosystem that makes a cyanobacterial bloom. High-throughput sequencing was used to determine the drivers of cyanobacteria blooms in nature. Multiple functions and interactions important to consider in cyanobacterial bloom ecology were identified. The microbial biodiversity of blooms revealed microbial functions, genomic characteristics, and interactions between cyanobacterial populations that could be involved in bloom stability and more coherently define cyanobacteria blooms. Our results highlight the importance of considering cyanobacterial blooms as a microbial ecosystem to predict, prevent, and mitigate them.
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Affiliation(s)
- Lauren E. Krausfeldt
- Department of Biological Sciences, Guy Harvey Oceanographic Center, Nova Southeastern University, Dania Beach, Florida, USA
| | - Elizaveta Shmakova
- Department of Biological Sciences, Guy Harvey Oceanographic Center, Nova Southeastern University, Dania Beach, Florida, USA
| | - Hyo Won Lee
- Department of Biological Sciences, Guy Harvey Oceanographic Center, Nova Southeastern University, Dania Beach, Florida, USA
| | - Viviana Mazzei
- U.S. Geological Survey, Caribbean–Florida Water Science Center, Orlando, Florida, USA
| | - Keith A. Loftin
- U.S. Geological Survey, Kansas Water Science Center, Lawrence, Kansas, USA
| | - Robert P. Smith
- Department of Biological Sciences, Guy Harvey Oceanographic Center, Nova Southeastern University, Dania Beach, Florida, USA
- Cell Therapy Institute, Kiran Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, Florida, USA
| | - Emily Karwacki
- U.S. Geological Survey, Caribbean–Florida Water Science Center, Orlando, Florida, USA
| | - P. Eric Fortman
- Department of Biological Sciences, Guy Harvey Oceanographic Center, Nova Southeastern University, Dania Beach, Florida, USA
| | - Barry H. Rosen
- Department of Ecology and Environmental Studies, Florida Gulf Coast University, Fort Myers, Florida, USA
| | - Hidetoshi Urakawa
- Department of Ecology and Environmental Studies, Florida Gulf Coast University, Fort Myers, Florida, USA
| | | | - Rita R. Colwell
- Institute for Advanced Computer Studies, University of Maryland College Park, College Park, Maryland, USA
| | - Jose V. Lopez
- Department of Biological Sciences, Guy Harvey Oceanographic Center, Nova Southeastern University, Dania Beach, Florida, USA
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Hu WF, Yang JY, Wang JJ, Yuan SF, Yue XJ, Zhang Z, Zhang YQ, Meng JY, Li YZ. Characteristics and immune functions of the endogenous CRISPR-Cas systems in myxobacteria. mSystems 2024; 9:e0121023. [PMID: 38747603 PMCID: PMC11237760 DOI: 10.1128/msystems.01210-23] [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: 11/13/2023] [Accepted: 04/15/2024] [Indexed: 06/19/2024] Open
Abstract
The clustered regularly interspaced short palindromic repeats and their associated proteins (CRISPR-Cas) system widely occurs in prokaryotic organisms to recognize and destruct genetic invaders. Systematic collation and characterization of endogenous CRISPR-Cas systems are conducive to our understanding and potential utilization of this natural genetic machinery. In this study, we screened 39 complete and 692 incomplete genomes of myxobacteria using a combined strategy to dispose of the abridged genome information and revealed at least 19 CRISPR-Cas subtypes, which were distributed with a taxonomic difference and often lost stochastically in intraspecies strains. The cas genes in each subtype were evolutionarily clustered but deeply separated, while most of the CRISPRs were divided into four types based on the motif characteristics of repeat sequences. The spacers recorded in myxobacterial CRISPRs were in high G+C content, matching lots of phages, tiny amounts of plasmids, and, surprisingly, massive organismic genomes. We experimentally demonstrated the immune and self-target immune activities of three endogenous systems in Myxococcus xanthus DK1622 against artificial genetic invaders and revealed the microhomology-mediated end-joining mechanism for the immunity-induced DNA repair but not homology-directed repair. The panoramic view and immune activities imply potential omnipotent immune functions and applications of the endogenous CRISPR-Cas machinery. IMPORTANCE Serving as an adaptive immune system, clustered regularly interspaced short palindromic repeats and their associated proteins (CRISPR-Cas) empower prokaryotes to fend off the intrusion of external genetic materials. Myxobacteria are a collective of swarming Gram-stain-negative predatory bacteria distinguished by intricate multicellular social behavior. An in-depth analysis of their intrinsic CRISPR-Cas systems is beneficial for our understanding of the survival strategies employed by host cells within their environmental niches. Moreover, the experimental findings presented in this study not only suggest the robust immune functions of CRISPR-Cas in myxobacteria but also their potential applications.
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Affiliation(s)
- Wei-Feng Hu
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Jiang-Yu Yang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Jing-Jing Wang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Shu-Fei Yuan
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Xin-Jing Yue
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Zheng Zhang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Ya-Qi Zhang
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Jun-Yan Meng
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
| | - Yue-Zhong Li
- State Key Laboratory of Microbial Technology, Institute of Microbial Technology, Shandong University, Qingdao, China
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Ganguly C, Rostami S, Long K, Aribam SD, Rajan R. Unity among the diverse RNA-guided CRISPR-Cas interference mechanisms. J Biol Chem 2024; 300:107295. [PMID: 38641067 PMCID: PMC11127173 DOI: 10.1016/j.jbc.2024.107295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 04/21/2024] Open
Abstract
CRISPR-Cas (clustered regularly interspaced short palindromic repeats-CRISPR-associated) systems are adaptive immune systems that protect bacteria and archaea from invading mobile genetic elements (MGEs). The Cas protein-CRISPR RNA (crRNA) complex uses complementarity of the crRNA "guide" region to specifically recognize the invader genome. CRISPR effectors that perform targeted destruction of the foreign genome have emerged independently as multi-subunit protein complexes (Class 1 systems) and as single multi-domain proteins (Class 2). These different CRISPR-Cas systems can cleave RNA, DNA, and protein in an RNA-guided manner to eliminate the invader, and in some cases, they initiate programmed cell death/dormancy. The versatile mechanisms of the different CRISPR-Cas systems to target and destroy nucleic acids have been adapted to develop various programmable-RNA-guided tools and have revolutionized the development of fast, accurate, and accessible genomic applications. In this review, we present the structure and interference mechanisms of different CRISPR-Cas systems and an analysis of their unified features. The three types of Class 1 systems (I, III, and IV) have a conserved right-handed helical filamentous structure that provides a backbone for sequence-specific targeting while using unique proteins with distinct mechanisms to destroy the invader. Similarly, all three Class 2 types (II, V, and VI) have a bilobed architecture that binds the RNA-DNA/RNA hybrid and uses different nuclease domains to cleave invading MGEs. Additionally, we highlight the mechanistic similarities of CRISPR-Cas enzymes with other RNA-cleaving enzymes and briefly present the evolutionary routes of the different CRISPR-Cas systems.
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Affiliation(s)
- Chhandosee Ganguly
- Department of Chemistry and Biochemistry, Price Family Foundation Institute of Structural Biology, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, Oklahoma, USA
| | - Saadi Rostami
- Department of Chemistry and Biochemistry, Price Family Foundation Institute of Structural Biology, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, Oklahoma, USA
| | - Kole Long
- Department of Chemistry and Biochemistry, Price Family Foundation Institute of Structural Biology, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, Oklahoma, USA
| | - Swarmistha Devi Aribam
- Department of Chemistry and Biochemistry, Price Family Foundation Institute of Structural Biology, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, Oklahoma, USA
| | - Rakhi Rajan
- Department of Chemistry and Biochemistry, Price Family Foundation Institute of Structural Biology, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, Oklahoma, USA.
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Wang C, Shen Z, Yang XY, Fu TM. Structures and functions of short argonautes. RNA Biol 2024; 21:1-7. [PMID: 39219231 PMCID: PMC11370952 DOI: 10.1080/15476286.2024.2380948] [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] [Revised: 07/03/2024] [Accepted: 07/08/2024] [Indexed: 09/04/2024] Open
Abstract
Argonaute proteins (Agos) represent a highly conserved family of proteins prevalent in all domains of life and have been implicated in various biological processes. Based on the domain architecture, Agos can be divided into long Agos and short Agos. While long Agos have been extensively studied over the past two decades, short Agos, found exclusively in prokaryotes, have recently gained attention for their roles in prokaryotic immune defence against mobile genetic elements, such as plasmids and phages. Notable functional and structural studies provide invaluable insights into the underlying molecular mechanisms of representative short Ago systems. Despite the diverse domain arrangements, short Agos generally form heterodimeric complexes with their associated effector proteins, activating the effector's enzymatic activities upon target detection. The activation of effector proteins in the short Ago systems leads to bacterial cell death, a mechanism of sacrificing individuals to protect the community.
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Affiliation(s)
- Chen Wang
- Department of Biological Chemistry and Pharmacology, Center for RNA Biology, The Ohio State University, Columbus, OH, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Zhangfei Shen
- Department of Biological Chemistry and Pharmacology, Center for RNA Biology, The Ohio State University, Columbus, OH, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Xiao-Yuan Yang
- Department of Biological Chemistry and Pharmacology, Center for RNA Biology, The Ohio State University, Columbus, OH, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
- Program of OSBP, The Ohio State University, Columbus, OH, USA
| | - Tian-Min Fu
- Department of Biological Chemistry and Pharmacology, Center for RNA Biology, The Ohio State University, Columbus, OH, USA
- The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
- Program of OSBP, The Ohio State University, Columbus, OH, USA
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11
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Yu Z, Xu J, Zhang Y, She Q. The influence of the copy number of invader on the fate of bacterial host cells in the antiviral defense by CRISPR-Cas10 DNases. ENGINEERING MICROBIOLOGY 2023; 3:100102. [PMID: 39628911 PMCID: PMC11610955 DOI: 10.1016/j.engmic.2023.100102] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 05/14/2023] [Accepted: 06/19/2023] [Indexed: 12/06/2024]
Abstract
Type III CRISPR-Cas10 systems employ multiple immune activities to defend their hosts against invasion from mobile genetic elements (MGEs), including DNase and cyclic oligoadenylates (cOA) synthesis both of which are hosted by the type-specific protein Cas10. Extensive investigations conducted for the activation of Cas accessory proteins by cOAs have revealed their functions in the type III immunity, but the function of the Cas10 DNase in the same process remains elusive. Here, Lactobacillus delbrueckii subsp. Bulgaricus type III-A (Ld) Csm system, a type III CRISPR system that solely relies on its Cas10 DNase for providing immunity, was employed as a model to investigate the DNase function. Interference assay was conducted in Escherichia coli using two plasmids: pCas carrying the LdCsm system and pTarget producing target RNAs. The former functioned as a de facto "CRISPR host element" while the latter, mimicking an invading MGE. We found that, upon induction of immune responses, the fate of each genetic element was determined by their copy numbers: plasmid of a low copy number was selectively eliminated from the E. coli cells regardless whether it represents a de facto CRISPR host or an invader. Together, we reveal, for the first time, that the immune mechanisms of Cas10 DNases are of two folds: the DNase activity is capable of removing low-copy invaders from infected cells, but it also leads to abortive infection when the invader copy number is high.
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Affiliation(s)
- Zhenxiao Yu
- CRISPR and Archaea Biology Research Center, State Key Laboratory of Microbial Technology and Microbial Technology Institute, Shandong University, Qingdao 266237, China
| | - Jianan Xu
- CRISPR and Archaea Biology Research Center, State Key Laboratory of Microbial Technology and Microbial Technology Institute, Shandong University, Qingdao 266237, China
| | - Yan Zhang
- College of Food and Biological Engineering, Henan University of Animal Husbandry and Economy, Zhengzhou 450000, China
| | - Qunxin She
- CRISPR and Archaea Biology Research Center, State Key Laboratory of Microbial Technology and Microbial Technology Institute, Shandong University, Qingdao 266237, China
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12
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Song X, Lei S, Liu S, Liu Y, Fu P, Zeng Z, Yang K, Chen Y, Li M, She Q, Han W. Catalytically inactive long prokaryotic Argonaute systems employ distinct effectors to confer immunity via abortive infection. Nat Commun 2023; 14:6970. [PMID: 37914725 PMCID: PMC10620215 DOI: 10.1038/s41467-023-42793-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 10/20/2023] [Indexed: 11/03/2023] Open
Abstract
Argonaute proteins (Agos) bind short nucleic acids as guides and are directed by them to recognize target complementary nucleic acids. Diverse prokaryotic Agos (pAgos) play potential functions in microbial defense. The functions and mechanisms of a group of full-length yet catalytically inactive pAgos, long-B pAgos, remain unclear. Here, we show that most long-B pAgos are functionally connected with distinct associated proteins, including nucleases, Sir2-domain-containing proteins and trans-membrane proteins, respectively. The long-B pAgo-nuclease system (BPAN) is activated by guide RNA-directed target DNA recognition and performs collateral DNA degradation in vitro. In vivo, the system mediates genomic DNA degradation after sensing invading plasmid, which kills the infected cells and results in the depletion of the invader from the cell population. Together, the BPAN system provides immunoprotection via abortive infection. Our data also suggest that the defense strategy is employed by other long-B pAgos equipped with distinct associated proteins.
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Affiliation(s)
- Xinmi Song
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Sheng Lei
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Shunhang Liu
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Yanqiu Liu
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Pan Fu
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Zhifeng Zeng
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Ke Yang
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Yu Chen
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China
| | - Ming Li
- CAS Key Laboratory of Microbial Physiological and Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Qunxin She
- CRISPR and Archaea Biology Research Center, State Key Laboratory of Microbial Technology, Shandong University, Binhai Road 72, 266237, Jimo, Qingdao, China
| | - Wenyuan Han
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory, Huazhong Agricultural University, 430070, Wuhan, China.
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Ni D, Lu X, Stahlberg H, Ekundayo B. Activation mechanism of a short argonaute-TIR prokaryotic immune system. SCIENCE ADVANCES 2023; 9:eadh9002. [PMID: 37467330 PMCID: PMC10355822 DOI: 10.1126/sciadv.adh9002] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/08/2023] [Indexed: 07/21/2023]
Abstract
Short prokaryotic argonaute (pAgo) and toll/interleukin-1 receptor/resistance protein (TIR)-analog of PAZ (APAZ) form a heterodimeric SPARTA complex that provides immunity to its prokaryotic host through an abortive infection mechanism. Monomeric SPARTA senses foreign RNA/DNA duplexes to assemble an active tetramer resulting in cell death by nicotinamide adenine dinucleotide (oxidized form) (NAD) depletion via an unknown mechanism. We report nine structures of SPARTA in different functional states at a resolution range of 4.2 to 2.9 angstroms, revealing its activation mechanism. Inactive SPARTA monomers bind to RNA/DNA duplexes to form symmetric dimers mediated by the association of Ago subunits. The initiation of tetramer assembly induces flexibility of the TIR domains enabling a symmetry-breaking rotational movement of a TIR domain in the dimer units which facilitates the TIR oligomerization, resulting in the formation of the substrate binding pocket and the activation of the SPARTA complex's NADase activity. Our findings provide detailed structural and mechanistic insights into activating a short argonaute defense system.
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Affiliation(s)
- Dongchun Ni
- Laboratory of Biological Electron Microscopy, IPHYS, SB, EPFL, and Dept. Fundamental Microbiology, Faculty of Biology and Medicine, UNIL, Cubotron, Rt. de la Sorge, 1015 Lausanne, Switzerland
| | - Xuhang Lu
- State Key Laboratory of Medicinal Chemical Biology and College of Life Sciences, Nankai University, Tianjin, China
| | - Henning Stahlberg
- Laboratory of Biological Electron Microscopy, IPHYS, SB, EPFL, and Dept. Fundamental Microbiology, Faculty of Biology and Medicine, UNIL, Cubotron, Rt. de la Sorge, 1015 Lausanne, Switzerland
| | - Babatunde Ekundayo
- Laboratory of Biological Electron Microscopy, IPHYS, SB, EPFL, and Dept. Fundamental Microbiology, Faculty of Biology and Medicine, UNIL, Cubotron, Rt. de la Sorge, 1015 Lausanne, Switzerland
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Yu Z, Xu J, She Q. Harnessing the LdCsm RNA Detection Platform for Efficient microRNA Detection. Int J Mol Sci 2023; 24:ijms24032857. [PMID: 36769177 PMCID: PMC9918065 DOI: 10.3390/ijms24032857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 01/24/2023] [Accepted: 01/27/2023] [Indexed: 02/05/2023] Open
Abstract
In cancer diagnosis, diverse microRNAs (miRNAs) are used as biomarkers for carcinogenesis of distinctive human cancers. Thus, the detection of these miRNAs and their quantification are very important in prevention of cancer diseases in human beings. However, efficient RNA detection often requires RT-PCR, which is very complex for miRNAs. Recently, the development of CRISPR-based nucleic acid detection tools has brought new promises to efficient miRNA detection. Three CRISPR systems can be explored for miRNA detection, including type III, V, and VI, among which type III (CRISPR-Cas10) systems have a unique property as they recognize RNA directly and cleave DNA collaterally. In particular, a unique type III-A Csm system encoded by Lactobacillus delbrueckii subsp. bulgaricus (LdCsm) exhibits robust target RNA-activated DNase activity, which makes it a promising candidate for developing efficient miRNA diagnostic tools. Herein, LdCsm was tested for RNA detection using fluorescence-quenched DNA reporters. We found that the system is capable of specific detection of miR-155, a microRNA implicated in the carcinogenesis of human breast cancer. The RNA detection system was then improved by various approaches including assay conditions and modification of the 5'-repeat tag of LdCsm crRNAs. Due to its robustness, the resulting LdCsm detection platform has the potential to be further developed as a better point-of-care miRNA diagnostics relative to other CRISPR-based RNA detection tools.
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Affiliation(s)
| | | | - Qunxin She
- Correspondence: ; Tel.: +86-532-58631522
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