1
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Ma W, Lyu W, Zhu L. Excessive Existence of Positively Charged Amino Acids Caused Off-Target Recognition in the Seed Region of Clostridium butyricum Argonaute. Int J Mol Sci 2025; 26:4738. [PMID: 40429880 DOI: 10.3390/ijms26104738] [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: 03/26/2025] [Revised: 05/10/2025] [Accepted: 05/13/2025] [Indexed: 05/29/2025] Open
Abstract
Clostridium butyricum Argonaute (CbAgo) can achieve DNA-guided DNA recognition and cleavage at physiological temperatures (~37 °C), making it a promising tool for gene editing. However, its significant off-target effects, particularly associated with the seed region (sites 2-8), pose challenges for precise gene therapy. This study focuses on enhancing the specificity of the seed region recognition to mitigate these off-target effects. We investigated the molecular recognition process between the CbAgo-gDNA complex and the seed region of the target DNA using molecular dynamics simulations and automated path searching. Our findings reveal that positively charged residues located in an α-helix domain at the DNA-protein interface (R279, H285, K287, K288, K291, K298) facilitate rapid binding to the DNA phosphate backbone. Such interaction enhances the pre-formation of the DNA double helix, reducing the reliance on base complementarity during duplex pairing. Further simulations showed that alanine replacement of these positively charged residues led to significantly improved sequence specificity for the target DNA seed region. Collectively, these results offered critical insights into the origin of off-target recognition by CbAgo in its seed region, shedding lights on its fidelity enhancement.
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Affiliation(s)
- Wenzhuo Ma
- School of Medicine, Warshel Institute for Computational Biology, The Chinese University of Hong Kong-Shenzhen, Shenzhen 518172, China
| | - Wenping Lyu
- School of Medicine, Warshel Institute for Computational Biology, The Chinese University of Hong Kong-Shenzhen, Shenzhen 518172, China
| | - Lizhe Zhu
- School of Medicine, Warshel Institute for Computational Biology, The Chinese University of Hong Kong-Shenzhen, Shenzhen 518172, China
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2
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Li Y, Zhao L, Ma L, Bai Y, Feng F. Argonaute protein powered biosensing for pathogenic biosafety. Int J Biol Macromol 2025; 305:141321. [PMID: 39984107 DOI: 10.1016/j.ijbiomac.2025.141321] [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: 01/05/2025] [Revised: 02/16/2025] [Accepted: 02/18/2025] [Indexed: 02/23/2025]
Abstract
The food safety and medical health issues caused by pathogen are particularly prominent. The development of biosensing technologies is urgent to ensure pathogenic biosafety. Argonaute system, as a promising and cutting-edged next-generation nucleic acid test technology, has the potential to address the challenges faced by CRISPR/Cas system. In this review, we focused on the current state-of-art Argonaute-powered biosensing for pathogenic biosafety. First, we introduced current methods for nucleic acid testing and programmable nucleases, followed by the working principle of Argonaute system (PfAgo, TtAgo, CbAgo, etc). Then Argonaute-medicated nucleic acid biosensing was highlighted through amplification and amplification-free manners. In addition, we summarized the application of Argonaute tools in detecting bacteria, virus, mycoplasma, etc. Finally, we pointed out the challenges and perspectives. Current pathogen methods demonstrate low sensitivity and specificity, as well as lack capabilities for multiple and point-of-care testing. Recent studies have shown that Argonaute-powered biosensing is an innovative and rapidly growing technology that could significantly enhance detection capabilities for pathogen-related issues, addressing the limitations of current methods. The application of Argonaute-powered biosensing is both promising and desirable due to the potential to offer "customized" and streamlined detection in the field of pathogenic biosafety monitoring.
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Affiliation(s)
- Yaru Li
- School of Agriculture and Life Science, Shanxi Datong University, Datong 037009, China.
| | - Lu Zhao
- School of Chemistry and Chemical Engineering, Shanxi Provincial Key Laboratory of Chemical Biosensing, Shanxi Datong University, Datong 037009, China
| | - Long Ma
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, China.
| | - Yunfeng Bai
- School of Agriculture and Life Science, Shanxi Datong University, Datong 037009, China; School of Chemistry and Chemical Engineering, Shanxi Provincial Key Laboratory of Chemical Biosensing, Shanxi Datong University, Datong 037009, China.
| | - Feng Feng
- School of Chemistry and Chemical Engineering, Shanxi Provincial Key Laboratory of Chemical Biosensing, Shanxi Datong University, Datong 037009, China.
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3
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Mao S, Yang Z, Liu Z, Wang Y, Zeng Y, Jaffrezic-Renault N, Zhang Z, Dong Y, Guo Z. A DNA sensor based on CbAgo effector protein and on a dual electrochemical signal amplification strategy for B19 parvovirus detection. Bioelectrochemistry 2025; 162:108860. [PMID: 39612515 DOI: 10.1016/j.bioelechem.2024.108860] [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: 09/27/2024] [Revised: 11/20/2024] [Accepted: 11/21/2024] [Indexed: 12/01/2024]
Abstract
Human parvovirus B19 is a prevalent childhood infectious virus that poses a great challenge to public health, so the detection of B19V is of great importance. In this study, a DNA sensor based on CbAgo, a Cas effector, and a dual electrochemical signal amplification strategy was developed by using a novel nanocomposite MnO2/CMK-3/g-C3N4/AgNPs for initial signal amplification, with CMK being an ordered mesoporous carbon nanomaterial. Single-walled carbon nanotubes (SWCNTs) were used as electrocatalytic probes for secondary signal amplification to detect B19 DNA. The detection process begins with polymerase chain reaction (PCR) amplification using the B19V infectious clone plasmid (pB19-M20) as a template and NS1-F/R as primers, followed by specific cleavage of B19 DNA based on the programmable cutting sites of CbAgo effector protein. This study enriches the application of Argonaute proteins in sensing and introduces a novel method to detect B19V. Under optimized conditions, the biosensor can detect B19 DNA in the range of 10-15-10-10 M, with a detection limit (LOD) of 0.2 fM. The results indicate that the developed DNA sensor holds promise for reliable and sensitive detection of B19 DNA in human serum.
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Affiliation(s)
- Siying Mao
- Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Faculty of Medicine, Wuhan University of Science and Technology, Wuhan 430065, China
| | - Zhiruo Yang
- Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Faculty of Medicine, Wuhan University of Science and Technology, Wuhan 430065, China
| | - Zhiyi Liu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Yue Wang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Yonghua Zeng
- Department of Emergency Medicine, Shanghai Zhongye Hospital, No. 456 Chunlei Road, Baoshan District, Shanghai 200941, China
| | | | - Zhipeng Zhang
- Hubei University of Science & Technology, Xianning Medical College, Xianning, Hubei 437100, China.
| | - Yanming Dong
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan 430062, China.
| | - Zhenzhong Guo
- Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Faculty of Medicine, Wuhan University of Science and Technology, Wuhan 430065, China.
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4
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Wang M, Li L, Wei L, Han Y, Chen Y. Multiplexed Pathogenic Bacteria Detection via a Two-Dimensional Encoded Fluorescent Microsphere System. NANO LETTERS 2025; 25:2256-2265. [PMID: 39888964 DOI: 10.1021/acs.nanolett.4c05471] [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: 02/02/2025]
Abstract
We developed an advanced microscopy imaging platform enabling amplification-free, multiplex detection of pathogenic bacteria in food and clinical samples, eliminating the need for DNA extraction. This platform leverages two-dimensional encoded polystyrene (PS) microspheres and an Argonaute-based decoding system to create multiplexed signal libraries. Each PS microsphere probe, encoded with spectrally distinct fluorophores and differing particle sizes, achieves high fluorescence through a tetrahedral DNA-enhanced hybridization chain reaction (TDNA-HCR), significantly enhancing signal intensity and reducing reaction time by 67%. Pathogenic bacteria identification relies on aptamer-specific recognition, which transduces pathogenic bacteria presence into guide DNA (gDNA) signals that activate Clostridium butyricum Argonaute (CbAgo) for precise DNA cleavage, encoding pathogenic bacteria type and concentration in the color, size, and count of fluorescent PS probes. A custom computer vision-powered algorithm processes these signals, offering sensitive detection at 102 CFU/mL within 1.5 h, demonstrating significant potential for food safety and clinical diagnostic applications.
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Affiliation(s)
- Mengjiao Wang
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China
- Key Laboratory of Environment Correlative Dietology, Huazhong Agricultural University, Ministry of Education, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
| | - Letian Li
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Luyu Wei
- Key Laboratory of Environment Correlative Dietology, Huazhong Agricultural University, Ministry of Education, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
| | - Yu Han
- Hubei Key Laboratory of Quality Control of Characteristic Fruits and Vegetables, College of Life Sciences and Technology, Hubei Engineering University, Xiaogan 432000, China
| | - Yiping Chen
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China
- Key Laboratory of Environment Correlative Dietology, Huazhong Agricultural University, Ministry of Education, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
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5
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Wang Z, Cheng X, Ma A, Jiang F, Chen Y. Multiplexed food-borne pathogen detection using an argonaute-mediated digital sensor based on a magnetic-bead-assisted imaging transcoding system. NATURE FOOD 2025; 6:170-181. [PMID: 39748032 DOI: 10.1038/s43016-024-01082-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 10/31/2024] [Indexed: 01/04/2025]
Abstract
Accurate, sensitive and multiplexed detection of food-borne pathogens is crucial for assessing food safety risks. Here we present a digital DNA-amplification-free nucleic acid detection assay to achieve multiplexed and ultrasensitive detection of three food-borne pathogens. We used mesophilic Clostridium butyricum argonaute and magnetic beads in a digital carrier system (d-MAGIC). Clostridium butyricum argonaute, with its two-guide accurate cleavage activity, precisely targets and cleaves fluorescence-quencher reporters corresponding to different bacteria through a two-step process. The system uses fluorescence-encoded magnetic beads as programmable multi-probes, allowing the simultaneous detection of multiple pathogens and easy data interpretation via artificial intelligence. The method showed a wide detection range (101 to 107 CFU ml-1) and a low limit of detection of 6 CFU ml-1 for food-borne pathogens without DNA amplification. Digital nucleic acid testing using d-MAGIC can become a next-generation strategy for accurate and convenient pathogen detection.
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Affiliation(s)
- Zhipan Wang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Xinrui Cheng
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Aimin Ma
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Feng Jiang
- Key Laboratory of Detection Technology of Focus Chemical Hazards in Animal-Derived Food for State Market Regulation, Wuhan, China
| | - Yiping Chen
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China.
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian, China.
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6
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Liu B, Zhao J, Chen H, Dong Y, Zhang X, Lv M, Yang Y, Liu H, Zhang J, Zheng H, Zhang Y. RH2Fusion: A universal tool for precise DNA fragment assembly. Int J Biol Macromol 2025; 288:138788. [PMID: 39675608 DOI: 10.1016/j.ijbiomac.2024.138788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 12/12/2024] [Accepted: 12/12/2024] [Indexed: 12/17/2024]
Abstract
Despite its limitations, restriction enzyme (RE)-mediated cleavage remains the prevalent method for generating sticky ends in DNA assembly. Here, we present RNase HII Fusion (RH2Fusion), a robust system for user-defined sticky ends, enabling scarless assembly of multiple DNA fragments alongside simultaneous site-directed mutagenesis (SDM) at multiple sites. In bacterial cells, DNA fragments with ribonucleotide modifications are expected to form complementary 3' overhangs after RNase HII treatment, followed by annealing and recombination via the bacterial self-repair system. In vitro, RNase HII-mediated cleavage produces similar overhangs, which are subsequently processed and ligated by YgdG and T4 DNA ligase, enabling efficient DNA assembly. We report for the first time that Escherichia coli Exonuclease IX (YgdG) possesses ribonuclease-specific cleavage activity, selectively cleaving ribonucleotides without cleaving deoxyribonucleotides. Through the fusion of RNase HII and YgdG, novel constructs RNase RY (RNase HII-YgdG) and RNase YR (YgdG-RNase HII) are generated, each showcasing dual enzyme functionality. In conclusion, RH2Fusion offers a rapid, effective, and versatile alternative for DNA assembly, empowering researchers across diverse fields like synthetic biology and genetic engineering. This transformative tool is poised to significantly enhance the capabilities of DNA manipulation and advance molecular biology research.
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Affiliation(s)
- Benchao Liu
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Junru Zhao
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Hui Chen
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Yan Dong
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Xiandan Zhang
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Min Lv
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361102, China
| | - Yunruo Yang
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Huaqing Liu
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Jianhui Zhang
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Hualei Zheng
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China
| | - Yongyou Zhang
- State Key Laboratory of Cellular Stress Biology, Innovation Centre for Cell Signalling Network, Engineering Research Centre of Molecular Diagnostics of the Ministry of Education, School of Life Sciences, Xiamen University, Xiamen, Fujian 361102, China; National Institute for Data Science in Health and Medicine Engineering, Faculty of Medicine and Life Sciences, Xiamen University, Xiamen, Fujian 361102, China.
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7
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Li L, Wang M, Dong Y, Yu D, Chen Y. Micropore Resistance Counting Platform for Multiplexed and Ultrasensitive Detection of Mycotoxins and Biomarkers. ACS NANO 2025; 19:920-932. [PMID: 39750018 DOI: 10.1021/acsnano.4c12394] [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: 01/04/2025]
Abstract
Development of a multiplexed and sensitive biosensing platform is a priority for public health security. We report a micropore resistance counting platform based on polystyrene microsphere size-based encoding and Clostridium butyricum Argonaute (CbAgo) decoding for multiplexed and ultrasensitive detection. Initially, we constructed a target DNA-modified polystyrene microsphere coding system based on micropore resistance counting. Subsequently, the precise recognition and cleavage capabilities of the guide DNA-activated CbAgo protein enable the decoding of the encoded microsphere system. Changes in the concentration of polystyrene microspheres are presented as a signal readout. The platform demonstrated excellent performance in multiplexed detection of three mycotoxins (with a sensitivity range over 4 orders of magnitude reaching the pg/mL level) and two inflammatory markers at pg/mL. Combining precise enzyme cleavage by CbAgo with micropore resistance counting, the developed platform is a multiplexed and highly sensitive detection tool with wide-ranging potential in applications such as clinical diagnosis, food safety inspection, and environmental monitoring.
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Affiliation(s)
- Letian Li
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034 Liaoning, China
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058 Zhejiang, China
| | - Mengjiao Wang
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034 Liaoning, China
- Key Laboratory of Environment Correlative Dietology, Huazhong Agricultural University, Ministry of Education, Shizishan Street, Hongshan District, Wuhan 430070 Hubei, China
| | - Yongzhen Dong
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034 Liaoning, China
| | - Deyang Yu
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034 Liaoning, China
| | - Yiping Chen
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034 Liaoning, China
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8
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Wei L, Han M, Wang Z, Wang Z, Ruan S, Chen Y. Detection of foodborne methicillin-resistant Staphylococcus aureus via fluorescence-encoded microsphere and Argonaute-mediated decoding. Food Chem 2024; 460:140615. [PMID: 39126941 DOI: 10.1016/j.foodchem.2024.140615] [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: 05/19/2024] [Revised: 07/14/2024] [Accepted: 07/22/2024] [Indexed: 08/12/2024]
Abstract
Molecular diagnosis of foodborne methicillin-resistant Staphylococcus aureus (MRSA) is crucial for controlling its dissemination and ensuring food safety. However, existing genetic methods are limited by susceptibility to aerosol contamination and restricted to single-gene detection. Herein, a fluorescent biosensor employing fluorescence-encoded microspheres and Argonaute-mediated decoding is developed, enabling ultrasensitive, accurate, and duplex detection of MRSA genes. This assay utilizes a target-triggered polymerization/nicking reaction to cyclically produce specific guide DNA, guiding Argonaute protein to site-specifically cleave the molecular beacon on the microsphere, thereby decoding a fluorescent signal. Notably, the fluorescence-encoded microsphere, designed via on-tetrahedron rolling circle amplification, achieves high fluorescence loadings in a unit area. This biosensor demonstrates simultaneous detection of two unamplified MRSA genes, mecA and femA, at concentrations as low as 0.63 fM and 0.48 fM, respectively. Moreover, the method exhibited excellent recoveries in milk, egg, and pork samples ranging from 73% to 112%, highlighting its practicability in real scenarios.
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Affiliation(s)
- Luyu Wei
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China; College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Minjie Han
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China; College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Zhilong Wang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Zhipan Wang
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China; College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Shilong Ruan
- Daye Public Inspection and Test Center, Daye 435100, Hubei, China
| | - Yiping Chen
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China; College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China.
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9
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Li Y, Zhao L, Wang J, Ma L, Bai Y, Feng F. Argonaute-Based Nucleic Acid Detection Technology: Advantages, Current Status, Challenges, and Perspectives. ACS Sens 2024; 9:5665-5682. [PMID: 39526595 DOI: 10.1021/acssensors.4c01631] [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: 11/16/2024]
Abstract
Rapid and accurate detection is a prerequisite for precise clinical diagnostics, ensuring food safety, and facilitating biotechnological applications. The Argonaute system, as a cutting-edge technique, has been successfully repurposed in biosensing beyond the CRISPR/Cas system (clustered regularly interspaced short palindromic repeats and CRISPR-associated proteins), which has been extensively researched, but recognition of PAM sequences remains restricted. Argonaute, as a programmable and target-activated nuclease, is repurposed for fabricating novel detection methods due to its unparalleled biological features. In this comprehensive review, we initially elaborate on the current methods for nucleic acid testing and programmable nucleases, followed by delving into the structure and nuclease activity of the Argonaute system. The advantages of Argonaute compared with the CRISPR/Cas system in nucleic acid detection are highlighted and discussed. Furthermore, we summarize the applications of Argonaute-based nucleic acid detection and provide an in-depth analysis of future perspectives and challenges. Recent research has demonstrated that Argonaute-based biosensing is an innovative and rapidly advancing technology that can overcome the limitations of existing methods and potentially replace them. In summary, the implementation of Argonaute and its integration with other technologies hold promise in developing customized and intelligent detection methods for nucleic acid testing across various aspects.
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Affiliation(s)
- Yaru Li
- School of Agriculture and Life Science, Shanxi Datong University, Datong 037009, China
| | - Lu Zhao
- School of Chemistry and Chemical Engineering, Shanxi Provincial Key Laboratory of Chemical Biosensing, Shanxi Datong University, Datong 037009, China
| | - Jiali Wang
- College of Food Science, Shanxi Normal University, Taiyuan 030031, China
| | - Long Ma
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, China
| | - Yunfeng Bai
- School of Agriculture and Life Science, Shanxi Datong University, Datong 037009, China
- School of Chemistry and Chemical Engineering, Shanxi Provincial Key Laboratory of Chemical Biosensing, Shanxi Datong University, Datong 037009, China
| | - Feng Feng
- School of Chemistry and Chemical Engineering, Shanxi Provincial Key Laboratory of Chemical Biosensing, Shanxi Datong University, Datong 037009, China
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10
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Wang Z, Ma A, Chen Y. An Amplification-Free Digital Assay Based on Primer Exchange Reaction-Mediated Botryoidal-Like Fluorescent Polystyrene Dots to Detect Multiple Pathogenic Bacteria. ACS NANO 2024; 18:31174-31187. [PMID: 39485393 DOI: 10.1021/acsnano.4c09069] [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: 11/03/2024]
Abstract
Multiple and ultrasensitive detection of pathogenic bacteria is critical but remains a challenge. Here, we introduce a digital assay for multiplexed and target DNA amplification-free detection of pathogenic bacteria using botryoidal-like fluorescent polystyrene dots (PS-dots), which were first prepared through the hybridization reaction between primer exchange reaction chains and polystyrene nanospheres that encapsulated polymer dots for signal preamplification. The pathogenic bacteria's DNA was cleavaged by the argonaute (Ago) protein-mediated multiple and precise cleavage reactions, where the obtained target sequences bridged the magnetic beads (MBs) and botryoidal-like PS-dots via a hybridization reaction, and the fluorescent MB-botryoidal PS-dot complexes were utilized as digital probes based on colors and sizes for digital encoding. An artificial-intelligence-fluorescent microsphere counting algorithm was applied to identify and count the fluorescent MBs for digital readout. This digital assay combined the ultrabright botryoidal-like PS-dots with Clostridium butyricum Ago's precise enzyme cleavage properties, achieving simultaneous detection of three pathogenic bacteria with a linearity range from 102 to 106 CFU/mL without target DNA amplification within 1.5 h. This digital assay has also been applied to detect aquatic and clinical samples with accepted accuracy (98%), which offers an avenue for a next-generation multiplexed digital platform for pathogenic bacteria analysis.
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Affiliation(s)
- Zhipan Wang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei 430070, China
| | - Aimin Ma
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei 430070, China
| | - Yiping Chen
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan, Hubei 430070, China
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11
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Xu X, Yang H, Dong H, Li X, Liu Q, Feng Y. Characterization of argonaute nucleases from mesophilic bacteria Pseudobutyrivibrio ruminis. BIORESOUR BIOPROCESS 2024; 11:94. [PMID: 39373873 PMCID: PMC11458871 DOI: 10.1186/s40643-024-00797-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: 04/15/2024] [Accepted: 08/14/2024] [Indexed: 10/08/2024] Open
Abstract
Mesophilic Argonautes (Agos) from microbial resources have received significant attention due to their potential applications in genome editing and molecular diagnostics. This study characterizes a novel Ago from Pseudobutyrivibrio ruminis (PrAgo), which can cleave single-stranded DNA using guide DNA (gDNA). PrAgo, functioning as a multi-turnover enzyme, effectively cleaves DNA using 5'-phosphate gDNA, 14-30 nucleotides in length, in the presence of both Mn2+ and Mg2+ ions. PrAgo demonstrates DNA cleavage activity over a broad pH range (pH 4-12), with optimal activity at pH 11. As a mesophilic enzyme, PrAgo cleaves efficiently DNA at temperatures ranging from 25 to 65 °C, particularly at 65 °C. PrAgo does not show strong preferences for the 5'-nucleotide in gDNA. It shows high tolerance for single-base mismatches, except at positions 13 and 15 of gDNA. Continuous double-nucleotide mismatches at positions 10-16 of gDNA significantly reduce cleavage activity. Furthermore, PrAgo mediates DNA-guided DNA cleavage of AT-rich double stranded DNA at 65 °C. Additionally, molecular dynamic simulations suggest that interactions between the PAZ domain and different nucleic acids strongly influence cleavage efficiency. These findings expand our understanding of Protokaryotic Agos and their potential applications in biotechnology.
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Affiliation(s)
- Xiaoyi Xu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China
| | - Hao Yang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China
| | - Huarong Dong
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China
| | - Xiao Li
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China
| | - Qian Liu
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China.
| | - Yan Feng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China.
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12
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Zhou B, Zheng L, Wu B, Yi K, Zhong B, Tan Y, Liu Q, Liò P, Hong L. A conditional protein diffusion model generates artificial programmable endonuclease sequences with enhanced activity. Cell Discov 2024; 10:95. [PMID: 39251570 PMCID: PMC11385924 DOI: 10.1038/s41421-024-00728-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Accepted: 08/13/2024] [Indexed: 09/11/2024] Open
Abstract
Deep learning-based methods for generating functional proteins address the growing need for novel biocatalysts, allowing for precise tailoring of functionalities to meet specific requirements. This advancement leads to the development of highly efficient and specialized proteins with diverse applications across scientific, technological, and biomedical fields. This study establishes a pipeline for protein sequence generation with a conditional protein diffusion model, namely CPDiffusion, to create diverse sequences of proteins with enhanced functions. CPDiffusion accommodates protein-specific conditions, such as secondary structures and highly conserved amino acids. Without relying on extensive training data, CPDiffusion effectively captures highly conserved residues and sequence features for specific protein families. We applied CPDiffusion to generate artificial sequences of Argonaute (Ago) proteins based on the backbone structures of wild-type (WT) Kurthia massiliensis Ago (KmAgo) and Pyrococcus furiosus Ago (PfAgo), which are complex multi-domain programmable endonucleases. The generated sequences deviate by up to nearly 400 amino acids from their WT templates. Experimental tests demonstrated that the majority of the generated proteins for both KmAgo and PfAgo show unambiguous activity in DNA cleavage, with many of them exhibiting superior activity as compared to the WT. These findings underscore CPDiffusion's remarkable success rate in generating novel sequences for proteins with complex structures and functions in a single step, leading to enhanced activity. This approach facilitates the design of enzymes with multi-domain molecular structures and intricate functions through in silico generation and screening, all accomplished without the need for supervision from labeled data.
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Affiliation(s)
- Bingxin Zhou
- Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China
- Shanghai National Center for Applied Mathematics (SJTU center), Shanghai Jiao Tong University, Shanghai, China
| | - Lirong Zheng
- Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China.
- Department of Cell and Developmental Biology & Michigan Neuroscience Institute, University of Michigan Medical School, Ann Arbor, MI, USA.
| | - Banghao Wu
- Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Kai Yi
- School of Mathematics and Statistics, University of New South Wales, Sydney, NSW, Australia
| | - Bozitao Zhong
- Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China
| | - Yang Tan
- Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China
| | - Qian Liu
- School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Pietro Liò
- Department of Computer Science and Technology, University of Cambridge, Cambridge, UK.
| | - Liang Hong
- Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China.
- Shanghai National Center for Applied Mathematics (SJTU center), Shanghai Jiao Tong University, Shanghai, China.
- Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai, China.
- Shanghai Artificial Intelligence Laboratory, Shanghai, China.
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13
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Wang Q, Rao GS, Marsic T, Aman R, Mahfouz M. Fusion of FokI and catalytically inactive prokaryotic Argonautes enables site-specific programmable DNA cleavage. J Biol Chem 2024; 300:107720. [PMID: 39214308 PMCID: PMC11421335 DOI: 10.1016/j.jbc.2024.107720] [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: 04/26/2024] [Revised: 08/09/2024] [Accepted: 08/12/2024] [Indexed: 09/04/2024] Open
Abstract
Site-specific nucleases are crucial for genome engineering applications in medicine and agriculture. The ideal site-specific nucleases are easily reprogrammable, highly specific in target site recognition, and robust in nuclease activities. Prokaryotic Argonaute (pAgo) proteins have received much attention as biotechnological tools due to their ability to recognize specific target sequences without a protospacer adjacent motif, but their lack of intrinsic dsDNA unwinding activity limits their utility in key applications such as gene editing. Recently, we developed a pAgo-based system for site-specific DNA cleavage at physiological temperatures independently of the DNA form, using peptide nucleic acids (PNAs) to facilitate unwinding dsDNA targets. Here, we fused catalytically dead pAgos with the nuclease domain of the restriction endonuclease FokI and named this modified platform PNA-assisted FokI-(d)pAgo (PNFP) editors. In the PNFP system, catalytically inactive pAgo recognizes and binds to a specific target DNA sequence based on a programmable guide DNA sequence; upon binding to the target site, the FokI domains dimerize and introduce precise dsDNA breaks. We explored key parameters of the PNFP system including the requirements of PNA and guide DNAs, the specificity of PNA and guide DNA on target cleavage, the optimal concentration of different components, reaction time for invasion and cleavage, and ideal temperature and reaction buffer, to ensure efficient DNA editing in vitro. The results demonstrated robust site-specific target cleavage by PNFP system at optimal conditions in vitro. We envision that the PNFP system will provide higher editing efficiency and specificity with fewer off-target effects in vivo.
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Affiliation(s)
- Qiaochu Wang
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Saudi Arabia
| | - Gundra Sivakrishna Rao
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Saudi Arabia
| | - Tin Marsic
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Saudi Arabia
| | - Rashid Aman
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Saudi Arabia
| | - Magdy Mahfouz
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Saudi Arabia.
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14
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Cheng F, Wu A, Li Z, Xu J, Cao X, Yu H, Liu Z, Wang R, Han W, Xiang H, Li M. Catalytically active prokaryotic Argonautes employ phospholipase D family proteins to strengthen immunity against different genetic invaders. MLIFE 2024; 3:403-416. [PMID: 39359674 PMCID: PMC11442185 DOI: 10.1002/mlf2.12138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 05/22/2024] [Accepted: 06/11/2024] [Indexed: 10/04/2024]
Abstract
Prokaryotic Argonautes (pAgos) provide bacteria and archaea with immunity against plasmids and viruses. Catalytically active pAgos utilize short oligonucleotides as guides to directly cleave foreign nucleic acids, while inactive pAgos lacking catalytic residues employ auxiliary effectors, such as nonspecific nucleases, to trigger abortive infection upon detection of foreign nucleic acids. Here, we report a unique group of catalytically active pAgo proteins that frequently associate with a phospholipase D (PLD) family protein. We demonstrate that this particular system employs the catalytic center of the associated PLD protein rather than that of pAgo to restrict plasmid DNA, while interestingly, its immunity against a single-stranded DNA virus relies on the pAgo catalytic center and is enhanced by the PLD protein. We also find that this system selectively suppresses viral DNA propagation without inducing noticeable abortive infection outcomes. Moreover, the pAgo protein alone enhances gene editing, which is unexpectedly inhibited by the PLD protein. Our data highlight the ability of catalytically active pAgo proteins to employ auxiliary proteins to strengthen the targeted eradication of different genetic invaders and underline the trend of PLD nucleases to participate in host immunity.
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Affiliation(s)
- Feiyue Cheng
- Department of Microbial Physiological & Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences Beijing China
| | - Aici Wu
- Department of Microbial Physiological & Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences Beijing China
- College of Life Science University of Chinese Academy of Sciences Beijing China
| | - Zhihua Li
- Department of Microbial Physiological & Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences Beijing China
- College of Life Science University of Chinese Academy of Sciences Beijing China
| | - Jing Xu
- Department of Microbial Physiological & Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences Beijing China
- College of Life Science University of Chinese Academy of Sciences Beijing China
| | - Xifeng Cao
- Department of Microbial Physiological & Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences Beijing China
- College of Life Science University of Chinese Academy of Sciences Beijing China
| | - Haiying Yu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences Beijing China
| | - Zhenquan Liu
- College of Life Science University of Chinese Academy of Sciences Beijing China
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences Beijing China
| | - Rui Wang
- Department of Microbial Physiological & Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences Beijing China
| | - Wenyuan Han
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Hubei Hongshan Laboratory Huazhong Agricultural University Wuhan China
| | - Hua Xiang
- College of Life Science University of Chinese Academy of Sciences Beijing China
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences Beijing China
| | - Ming Li
- Department of Microbial Physiological & Metabolic Engineering, State Key Laboratory of Microbial Resources, Institute of Microbiology Chinese Academy of Sciences Beijing China
- College of Life Science University of Chinese Academy of Sciences Beijing China
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15
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He Y, Wang S, Wen J, Feng N, Ma R, Zhang H, Chen G, Chu X, Chen Y. Redesigned Guide DNA Enhanced Clostridium butyricum Argonaute Activity for Amplification-Free and Multiplexed Detection of Pathogens. NANO LETTERS 2024; 24:9750-9759. [PMID: 39052067 DOI: 10.1021/acs.nanolett.4c02723] [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: 07/27/2024]
Abstract
Clostridium butyricum (CbAgo)-based bioassays are popular due to their programmability and directional cleavage capabilities. However, the relatively compact protein structure of CbAgo limits its cleavage activity (even at the optimal temperature), thus restricting its wider application. Here, we observed that guide DNA (gDNA) with specific structural features significantly enhanced CbAgo cleavage efficiency. Then, we invented a novel gDNA containing DNAzyme segments (gDNAzyme) that substantially enhanced the CbAgo cleavage efficency (by 100%). Using a molecular dynamics simulation system, we found that the augmented cleavage efficiency might be attributed to the large-scale global movement of the PIWI domain of CbAgo and an increased number of cleavage sites. Moreover, this gDNAzyme feature allowed us to create a biosensor that simultaneously and sensitively detected three pathogenic bacteria without DNA extraction and amplification. Our work not only dramatically expands applications of the CbAgo-based biosensor but also provides unique insight into the protein-DNA interactions.
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Affiliation(s)
- Yongqiang He
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Shuai Wang
- Advanced Materials Thrust, Function Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong 511400, China
| | - Junping Wen
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Niu Feng
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Ruxiang Ma
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Hetong Zhang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Guoxun Chen
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Xiakun Chu
- Advanced Materials Thrust, Function Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong 511400, China
| | - Yiping Chen
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China
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16
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Zheng L, Zhou B, Yang Y, Zan B, Zhong B, Wu B, Feng Y, Liu Q, Hong L. Mn 2+-induced structural flexibility enhances the entire catalytic cycle and the cleavage of mismatches in prokaryotic argonaute proteins. Chem Sci 2024; 15:5612-5626. [PMID: 38638240 PMCID: PMC11023060 DOI: 10.1039/d3sc06221j] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 03/01/2024] [Indexed: 04/20/2024] Open
Abstract
Prokaryotic Argonaute (pAgo) proteins, a class of DNA/RNA-guided programmable endonucleases, have been extensively utilized in nucleic acid-based biosensors. The specific binding and cleavage of nucleic acids by pAgo proteins, which are crucial processes for their applications, are dependent on the presence of Mn2+ bound in the pockets, as verified through X-ray crystallography. However, a comprehensive understanding of how dissociated Mn2+ in the solvent affects the catalytic cycle, and its underlying regulatory role in this structure-function relationship, remains underdetermined. By combining experimental and computational methods, this study reveals that unbound Mn2+ in solution enhances the flexibility of diverse pAgo proteins. This increase in flexibility through decreasing the number of hydrogen bonds, induced by Mn2+, leads to higher affinity for substrates, thus facilitating cleavage. More importantly, Mn2+-induced structural flexibility increases the mismatch tolerance between guide-target pairs by increasing the conformational states, thereby enhancing the cleavage of mismatches. Further simulations indicate that the enhanced flexibility in linkers triggers conformational changes in the PAZ domain for recognizing various lengths of nucleic acids. Additionally, Mn2+-induced dynamic alterations of the protein cause a conformational shift in the N domain and catalytic sites towards their functional form, resulting in a decreased energy penalty for target release and cleavage. These findings demonstrate that the dynamic conformations of pAgo proteins, resulting from the presence of the unbound Mn2+ in solution, significantly promote the catalytic cycle of endonucleases and the tolerance of cleavage to mismatches. This flexibility enhancement mechanism serves as a general strategy employed by Ago proteins from diverse prokaryotes to accomplish their catalytic functions and provide useful information for Ago-based precise molecular diagnostics.
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Affiliation(s)
- Lirong Zheng
- Institute of Natural Sciences, Shanghai Jiao Tong University Shanghai 200240 China
- Department of Cell and Developmental Biology & Michigan Neuroscience Institute, University of Michigan Medical School 48105 Ann Arbor MI USA
| | - Bingxin Zhou
- Institute of Natural Sciences, Shanghai Jiao Tong University Shanghai 200240 China
- Shanghai National Center for Applied Mathematics (SJTU Center), Shanghai Jiao Tong University Shanghai 200240 China
| | - Yu Yang
- State Key Laboratory for Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University Shanghai 200240 China
| | - Bing Zan
- Institute of Natural Sciences, Shanghai Jiao Tong University Shanghai 200240 China
| | - Bozitao Zhong
- State Key Laboratory for Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University Shanghai 200240 China
| | - Banghao Wu
- State Key Laboratory for Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University Shanghai 200240 China
| | - Yan Feng
- State Key Laboratory for Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University Shanghai 200240 China
| | - Qian Liu
- State Key Laboratory for Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University Shanghai 200240 China
| | - Liang Hong
- Institute of Natural Sciences, Shanghai Jiao Tong University Shanghai 200240 China
- State Key Laboratory for Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University Shanghai 200240 China
- Shanghai National Center for Applied Mathematics (SJTU Center), Shanghai Jiao Tong University Shanghai 200240 China
- Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University Shanghai 200240 China
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17
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Zhao J, Han M, Ma A, Jiang F, Chen R, Dong Y, Wang X, Ruan S, Chen Y. A machine vision-assisted Argonaute-mediated fluorescence biosensor for the detection of viable Salmonella in food without convoluted DNA extraction and amplification procedures. JOURNAL OF HAZARDOUS MATERIALS 2024; 466:133648. [PMID: 38306835 DOI: 10.1016/j.jhazmat.2024.133648] [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: 11/21/2023] [Revised: 01/17/2024] [Accepted: 01/26/2024] [Indexed: 02/04/2024]
Abstract
The precise identification viable pathogens hold paramount significance in the prevention of foodborne diseases outbreaks. In this study, we integrated machine vision and learning with single microsphere to develop a phage and Clostridium butyricum Argonaute (CbAgo)-mediated fluorescence biosensor for detecting viable Salmonella typhimurium (S. typhimurium) without convoluted DNA extraction and amplification procedures. Phage and lysis buffer was utilized to capture and lyse viable S. typhimurium, respectively. Subsequently, CbAgo can cleave the bacterial DNA to obtain target DNA that guides a newly targeted cleavage of fluorescent probes. After that, the resulting fluorescent signal accumulates on the streptavidin-modified single microsphere. The overall detection process is then analyzed and interpreted by machine vision and learning algorithms, achieving highly sensitive detection of S. typhimurium with a limit of detection at 40.5 CFU/mL and a linear range of 50-107 CFU/mL. Furthermore, the proposed biosensor demonstrates standard recovery rates and coefficients of variation at 93.22% - 106.02% and 1.47% - 12.75%, respectively. This biosensor exhibits exceptional sensitivity and selectivity, presenting a promising method for the rapid and effective detection of foodborne pathogens. ENVIRONMENTAL IMPLICATION: Bacterial pathogens exist widely in the environment and seriously threaten the safety of human life. In this study, we developed a phage and Clostridium butyricum Argonaute-mediated fluorescence biosensor for the detection of viable Salmonella typhimurium in environmental water and food samples. Compared with other Salmonella detection methods, this method does not need complex DNA extraction and amplification steps, which reduces the use of chemical reagents and experimental consumables in classic DNA extraction kit methods.
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Affiliation(s)
- Junpeng Zhao
- College of Food Science and Technology, Huazhong Agricultural University, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
| | - Minjie Han
- College of Food Science and Technology, Huazhong Agricultural University, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
| | - Aimin Ma
- College of Food Science and Technology, Huazhong Agricultural University, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
| | - Feng Jiang
- Key Laboratory of Detection Technology of Focus Chemical Hazards in Animal-derived Food for State Market Regulation, Wuhan 430075, Hubei, China
| | - Rui Chen
- College of Food Science and Technology, Huazhong Agricultural University, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
| | - Yongzhen Dong
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China
| | - Xufeng Wang
- College of Food Science and Technology, Huazhong Agricultural University, Shizishan Street, Hongshan District, Wuhan 430070, Hubei, China
| | - Shilong Ruan
- Daye Public Inspection and Test Center, Daye 435100, Hubei, China
| | - Yiping Chen
- State Key Laboratory of Marine Food Processing and Safety Control, Dalian Polytechnic University, Dalian 116034, Liaoning, China.
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18
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Wang Z, Feng N, Zhou Y, Cheng X, Zhou C, Ma A, Wang Q, Li Y, Chen Y. Mesophilic Argonaute-Mediated Polydisperse Droplet Biosensor for Amplification-Free, One-Pot, and Multiplexed Nucleic Acid Detection Using Deep Learning. Anal Chem 2024; 96:2068-2077. [PMID: 38259216 DOI: 10.1021/acs.analchem.3c04426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Detection of nucleic acids from a single multiplexed and amplification-free test is critical for ensuring food safety, clinical diagnostics, and environmental monitoring. In this study, we introduced a mesophilic Argonaute protein from Clostridium butyricum (CbAgo), which exhibits nucleic acid endonuclease activity, to achieve a programmable, amplification-free system (PASS) for rapid nucleic acid quantification at ambient temperatures in one pot. By using CbAgo-mediated binding with specific guide DNA (gDNA) and subsequent targeted cleavage of wild-type target DNAs complementary to gDNA, PASS can detect multiple foodborne pathogen DNA (<102 CFU/mL) simultaneously. The fluorescence signals were then transferred to polydisperse emulsions and analyzed by using deep learning. This simplifies the process and increases the suitability of polydisperse emulsions compared to traditional digital PCR, which requires homogeneous droplets for accurate detection. We believe that PASS has the potential to become a next-generation point-of-care digital nucleic acid detection method.
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Affiliation(s)
- Zhipan Wang
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Niu Feng
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Yanan Zhou
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Xinrui Cheng
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Cuiyun Zhou
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Aimin Ma
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Qinyu Wang
- Department of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan 430000, Hubei China
| | - Yingjun Li
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
| | - Yiping Chen
- College of Food Science and Technology, Huazhong Agricultural University, Wuhan 430070, Hubei, China
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19
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Wen J, Han M, Feng N, Chen G, Jiang F, Lin J, Chen Y. A digital platform for One-Pot signal enhanced foodborne pathogen detection based on mesophilic argonaute-driven polydisperse microdroplet reactors and machine learning. CHEMICAL ENGINEERING JOURNAL 2024; 482:148845. [DOI: 10.1016/j.cej.2024.148845] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/06/2024]
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20
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Graver BA, Chakravarty N, Solomon KV. Prokaryotic Argonautes for in vivo biotechnology and molecular diagnostics. Trends Biotechnol 2024; 42:61-73. [PMID: 37451948 DOI: 10.1016/j.tibtech.2023.06.010] [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: 04/20/2023] [Revised: 06/23/2023] [Accepted: 06/26/2023] [Indexed: 07/18/2023]
Abstract
Prokaryotic Argonautes (pAgos) are an emerging class of programmable endonucleases that are believed to be more flexible than existing CRISPR-Cas systems and have significant potential for biotechnology. Current applications of pAgos include a myriad of molecular diagnostics and in vitro DNA assembly tools. However, efforts have historically been centered on thermophilic pAgo variants. To enable in vivo biotechnological applications such as gene editing, focus has shifted to pAgos from mesophilic organisms. We discuss what is known of pAgos, how they are being developed for various applications, and strategies to overcome current challenges to in vivo applications in prokaryotes and eukaryotes.
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Affiliation(s)
- Brett A Graver
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
| | - Namrata Chakravarty
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA
| | - Kevin V Solomon
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE 19716, USA.
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21
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Marsic T, Gundra SR, Wang Q, Aman R, Mahas A, Mahfouz M. Programmable site-specific DNA double-strand breaks via PNA-assisted prokaryotic Argonautes. Nucleic Acids Res 2023; 51:9491-9506. [PMID: 37560931 PMCID: PMC10516665 DOI: 10.1093/nar/gkad655] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 07/14/2023] [Accepted: 07/27/2023] [Indexed: 08/11/2023] Open
Abstract
Programmable site-specific nucleases promise to unlock myriad applications in basic biology research, biotechnology and gene therapy. Gene-editing systems have revolutionized our ability to engineer genomes across diverse eukaryotic species. However, key challenges, including delivery, specificity and targeting organellar genomes, pose barriers to translational applications. Here, we use peptide nucleic acids (PNAs) to facilitate precise DNA strand invasion and unwinding, enabling prokaryotic Argonaute (pAgo) proteins to specifically bind displaced single-stranded DNA and introduce site-specific double-strand breaks (DSBs) independent of the target sequence. We named this technology PNA-assisted pAgo editing (PNP editing) and determined key parameters for designing PNP editors to efficiently generate programable site-specific DSBs. Our design allows the simultaneous use of multiple PNP editors to generate multiple site-specific DSBs, thereby informing design considerations for potential in vitro and in vivo applications, including genome editing.
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Affiliation(s)
- Tin Marsic
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
| | - Sivakrishna Rao Gundra
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
| | - Qiaochu Wang
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
| | - Rashid Aman
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
| | - Ahmed Mahas
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
| | - Magdy M Mahfouz
- Laboratory for Genome Engineering and Synthetic Biology, Division of Biological Sciences, 4700 King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
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22
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Xiong X, Lu Z, Ma L, Zhai C. Applications of Programmable Endonucleases in Sequence- and Ligation-Independent Seamless DNA Assembly. Biomolecules 2023; 13:1022. [PMID: 37509059 PMCID: PMC10377497 DOI: 10.3390/biom13071022] [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: 05/05/2023] [Revised: 06/02/2023] [Accepted: 06/19/2023] [Indexed: 07/30/2023] Open
Abstract
Programmable endonucleases, such as Cas (Clustered Regularly-Interspaced Short Repeats-associated proteins) and prokaryotic Argonaute (pAgo), depend on base pairing of the target DNA with the guide RNA or DNA to cleave DNA strands. Therefore, they are capable of recognizing and cleaving DNA sequences at virtually any arbitrary site. The present review focuses on the commonly used in vivo and in vitro recombination-based gene cloning methods and the application of programmable endonucleases in these sequence- and ligation-independent DNA assembly methods. The advantages and shortcomings of the programmable endonucleases utilized as tools for gene cloning are also discussed in this review.
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Affiliation(s)
- Xingchen Xiong
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Zhiwen Lu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Lixin Ma
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, School of Life Sciences, Hubei University, Wuhan 430062, China
| | - Chao Zhai
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, School of Life Sciences, Hubei University, Wuhan 430062, China
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23
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Huang S, Wang K, Mayo SL. Genome manipulation by guide-directed Argonaute cleavage. Nucleic Acids Res 2023; 51:4078-4085. [PMID: 36928676 PMCID: PMC10164581 DOI: 10.1093/nar/gkad188] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 02/24/2023] [Accepted: 03/12/2023] [Indexed: 03/18/2023] Open
Abstract
Many prokaryotic argonautes (pAgos) mediate DNA interference by using small DNA guides to cleave target DNA. A recent study shows that CbAgo, a pAgo from Clostridium butyricum, induces DNA interference between homologous sequences and generates double-stranded breaks (DSBs) in target DNAs. This mechanism enables the host to defend against invading DNAs such as plasmids and viruses. However, whether such a CbAgo-mediated DNA cleavage is mutagenic remains unexplored. Here we demonstrate that CbAgo, directed by plasmid-encoded guide sequences, can cleave genome target sites and induce chromosome recombination between downstream homologous sequences in Escherichia coli. The recombination rate correlates well with pAgo DNA cleavage activity and the mechanistic study suggests the recombination involves DSBs and RecBCD processing. In RecA-deficient E. coli strain, guide-directed CbAgo cleavage on chromosomes severely impairs cell growth, which can be utilized as counter-selection to assist Lambda-Red recombineering. These findings demonstrate the guide-directed cleavage of pAgo on the host genome is mutagenic and can lead to different outcomes according to the function of the host DNA repair machinery. We anticipate this novel DNA-guided interference to be useful in broader genetic manipulation. Our study also provides an in vivo assay to characterize or engineer pAgo DNA cleavage activity.
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Affiliation(s)
- Shan Huang
- Division of Chemistry and Chemical Engineering, California Institute of Technology, MC 114-96, 1200 East California Boulevard, Pasadena, CA 91125, USA
| | - Kaihang Wang
- Division of Biology and Biological Engineering, California Institute of Technology, MC 114-96, 1200 East California Boulevard, Pasadena, CA 91125, USA
| | - Stephen L Mayo
- Division of Chemistry and Chemical Engineering, California Institute of Technology, MC 114-96, 1200 East California Boulevard, Pasadena, CA 91125, USA
- Division of Biology and Biological Engineering, California Institute of Technology, MC 114-96, 1200 East California Boulevard, Pasadena, CA 91125, USA
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24
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Li Y, Kou J, Han X, Qiao J, Zhang W, Man S, Ma L. Argonaute-triggered visual and rebuilding-free foodborne pathogenic bacteria detection. JOURNAL OF HAZARDOUS MATERIALS 2023; 454:131485. [PMID: 37149945 DOI: 10.1016/j.jhazmat.2023.131485] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/15/2023] [Accepted: 04/23/2023] [Indexed: 05/09/2023]
Abstract
Foodborne pathogenic bacteria are recognized as the main causes of microbial contamination in food safety. Early screening and ultrasensitive detection of foodborne pathogenic bacteria is critical procedure to guarantee food safety. Argonaute is emerging as a new tool for detection owing to the programmability and high specificity. We reported a Novel and One-step cleavage method based on Argonaute by integrating Tag-specific primer extension and Exonuclease I (Exo I) for the first time, termed as NOTE-Ago. In this method, the invA of Salmonella typhi and nuc gene of Staphylococcus aureus were amplified using Tag-specific primer and the remaining primers were digested by Exo I. Then amplicons were served as the guide DNA for PfAgo. Consequently, the fluorophore-quencher reporter could be cleaved via PfAgo, resulting in changes in fluorescent intensity. With this strategy, target nucleic acid could be dexterously converted into fluorescent signals. The NOTE-Ago assay could detect 1 CFU/mL with a dynamic range from 1 to 108 CFU/mL. The satisfactory selectivity of NOTE-Ago assay further facilitated its application for detecting S. typhi- and S. aureus-contaminated food samples. This work enriches the toolbox of Argonaute-based detection and provides a one-step cleavage and rebuilding-free method for ultrasensitive detection of bacteria.
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Affiliation(s)
- Yaru Li
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, China
| | - Jun Kou
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, China
| | - Xiao Han
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, China
| | - Jiali Qiao
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, China
| | - Wenlu Zhang
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, China
| | - Shuli Man
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, China.
| | - Long Ma
- State Key Laboratory of Food Nutrition and Safety, Key Laboratory of Industrial Microbiology, Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, National and Local United Engineering Lab of Metabolic Control Fermentation Technology, China International Science and Technology Cooperation Base of Food Nutrition/Safety and Medicinal Chemistry, College of Biotechnology, Tianjin University of Science & Technology, Tianjin 300457, China.
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25
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Sun S, Xu D, Zhu L, Hu B, Huang Z. A Programmable, DNA-Exclusively-Guided Argonaute DNase and Its Higher Cleavage Specificity Achieved by 5'-Hydroxylated Guide. Biomolecules 2022; 12:1340. [PMID: 36291549 PMCID: PMC9599953 DOI: 10.3390/biom12101340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 09/17/2022] [Accepted: 09/18/2022] [Indexed: 12/03/2022] Open
Abstract
Argonaute proteins exist widely in eukaryotes and prokaryotes, and they are of great potential for molecular cloning, nucleic acid detection, DNA assembly, and gene editing. However, their overall properties are not satisfactory and hinder their broad applications. Herein, we investigated a prokaryotic Argonaute nuclease from a mesophilic bacterium Clostridium disporicum (CdAgo) and explored its overall properties, especially with 5'-hydroxylated (5'-OH) guides. We found that CdAgo can exclusively use single-stranded DNA (ssDNA) as guide to cleave ssDNA and plasmid targets. Further, we found the length of the efficient guide is narrower for the 5'-OH guide (17-20 nt) than for the 5'-phosphorylated guide (5'-P, 14-21 nt). Furthermore, we discovered that the 5'-OH guides can generally offer stronger mismatch discrimination than the 5'-P ones. The 5'-OH guides offer the narrower length range, higher mismatch discrimination and more accurate cleavage than the 5'-P guides. Therefore, 5'-OH-guide-directed CdAgo has great potential in biological and biomedical applications.
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Affiliation(s)
- Shichao Sun
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, China
| | - Dejin Xu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, China
| | - Lin Zhu
- Study on the Structure-Specific Small Molecule Drug in Sichuan Province College Key Laboratory, Department of Pharmacy, Chengdu Medical College, Chengdu 610500, China
| | - Bei Hu
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, China
| | - Zhen Huang
- Key Laboratory of Bio-Resource and Eco-Environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu 610064, China
- SeNA Research Institute and Szostak-CDHT Large Nucleic Acids Institute, Chengdu 610041, China
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