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Wang S, Shen X, Chen G, Zhang W, Tan B. Application and development of CRISPR-Cas12a methods for the molecular diagnosis of cancer: A review. Anal Chim Acta 2025; 1341:343603. [PMID: 39880493 DOI: 10.1016/j.aca.2024.343603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Revised: 12/29/2024] [Accepted: 12/30/2024] [Indexed: 01/31/2025]
Abstract
Rapid, sensitive, and specific molecular detection methods are crucial for diagnosing, treating and prognosing cancer patients. With advancements in biotechnology, molecular diagnostic technology has garnered significant attention as a fast and accurate method for cancer diagnosis. CRISPR-Cas12a (Cpf1), an important CRISPR-Cas family member, has revolutionized the field of molecular diagnosis since its introduction. CRISPR-Cas technologies are a new generation of molecular tools that are widely used in the detection of pathogens, cancers, and other diseases. Liquid biopsy methods based on CRISPR-Cas12a have demonstrated remarkable success in cancer diagnosis, encompassing the detection of DNA mutations, DNA methylation, tumor-related viruses, and non-nucleic acid molecule identification. This review systematically discusses the developmental history, key technologies, and principles of CRISPR-Cas12a-based molecular diagnostic techniques and their applications in cancer diagnosis. This review has also discussed the future development directions of CRISPR-Cas12a, aiming for it to become a reliable new technology that can be used in clinical application.
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Affiliation(s)
- Sidan Wang
- Nanchang University Queen Mary School, China
| | - Xiaoyu Shen
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, China
| | - Guanxiao Chen
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.
| | - Wei Zhang
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, China.
| | - Buzhen Tan
- Department of Obstetrics and Gynecology the Second Affiliated Hospital of Nanchang University, China.
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2
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Zhao Z, Xiong Q, Zhu Y, Zhang C, Li Z, Chen Z, Zhang Y, Deng X, Tao Y, Xu S. CRISPR/Cas12a-Enabled Amplification-Free Colorimetric Visual Sensing Strategy for Point-of-Care Diagnostics of Biomarkers. Anal Chem 2025; 97:1019-1027. [PMID: 39701943 DOI: 10.1021/acs.analchem.4c06196] [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: 12/21/2024]
Abstract
CRISPR/Cas12a-based biosensors have garnered significant attention in the field of point-of-care testing (POCT), yet the majority of the CRISPR-based POCT methods employ fluorescent systems as report probes. Herein, we report a new CRISPR/Cas12a-enabled multicolor visual biosensing strategy for the rapid detection of disease biomarkers. The proposed assay provided vivid color responses to enhance the accuracy of visual detection. In the existence of the target, the trans-cleavage activity of CRISPR-Cas12a was activated. The report probe modified with magnetic beads (MBs) and horseradish peroxidase (HRP) was cleaved, and HRP was released in the supernatant. As a result, HRP mediated the etching of gold nanobipyramids (AuNBPs) under hydrogen peroxide and 3,3',5,5'-tetramethylbenzidine and generated a vivid color response. The proposed method has been verified by the detection of the breast cancer 1 gene (BRCA1) as a proof-of-principle target. According to the different colors of AuNBPs, our experimental results have demonstrated that as low as 30 pM BRCA1 can be detected with no more than 60 min. Additionally, the proposed sensor has been successfully applied in the analysis of BRCA1 in human serum samples with satisfactory results, which indicates great potential for the sensitive determination of biomarkers and the POCT area.
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Affiliation(s)
- Zhe Zhao
- Cancer Research Center & Jiangxi Engineering Research Center for Translational Cancer Technology, Jiangxi University of Chinese Medicine & Jiangxi Province Key Laboratory for Diagnosis, Treatment and Rehabilitation of Cancer in Chinese Medicine, Nanchang, Jiangxi 330004, China
- College of Acupuncture and Tuina Nanjing, Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210023, China
| | - Qing Xiong
- Cancer Research Center & Jiangxi Engineering Research Center for Translational Cancer Technology, Jiangxi University of Chinese Medicine & Jiangxi Province Key Laboratory for Diagnosis, Treatment and Rehabilitation of Cancer in Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Yan Zhu
- Cancer Research Center & Jiangxi Engineering Research Center for Translational Cancer Technology, Jiangxi University of Chinese Medicine & Jiangxi Province Key Laboratory for Diagnosis, Treatment and Rehabilitation of Cancer in Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Cong Zhang
- Cancer Research Center & Jiangxi Engineering Research Center for Translational Cancer Technology, Jiangxi University of Chinese Medicine & Jiangxi Province Key Laboratory for Diagnosis, Treatment and Rehabilitation of Cancer in Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Zhixin Li
- Institute for Advanced Study, Research Center for Differentiation and Development of TCM Basic Theory, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Zhonghui Chen
- Central Laboratory, Affiliated Hospital of Putian University, Putian University, Putian 351100, China
| | - Ying Zhang
- Central Laboratory, Fujian Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian 350005, China
| | - Xiaoyu Deng
- Ministry of Education Key Laboratory of Modern Preparation of Traditional Chinese Medicine, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Yingzhou Tao
- Cancer Research Center & Jiangxi Engineering Research Center for Translational Cancer Technology, Jiangxi University of Chinese Medicine & Jiangxi Province Key Laboratory for Diagnosis, Treatment and Rehabilitation of Cancer in Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Shaohua Xu
- Cancer Research Center & Jiangxi Engineering Research Center for Translational Cancer Technology, Jiangxi University of Chinese Medicine & Jiangxi Province Key Laboratory for Diagnosis, Treatment and Rehabilitation of Cancer in Chinese Medicine, Nanchang, Jiangxi 330004, China
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3
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Kohabir KAV, Linthorst J, Nooi LO, Brouwer R, Wolthuis RMF, Sistermans EA. Synthetic mismatches enable specific CRISPR-Cas12a-based detection of genome-wide SNVs tracked by ARTEMIS. CELL REPORTS METHODS 2024; 4:100912. [PMID: 39644903 PMCID: PMC11704620 DOI: 10.1016/j.crmeth.2024.100912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 09/13/2024] [Accepted: 11/12/2024] [Indexed: 12/09/2024]
Abstract
Detection of pathogenic DNA variants is vital in cancer diagnostics and treatment monitoring. While CRISPR-based diagnostics (CRISPRdx) offer promising avenues for cost-effective, rapid, and point-of-care testing, achieving single-nucleotide detection fidelity remains challenging. We present an in silico pipeline that scans the human genome for targeting pathogenic mutations in the seed region (ARTEMIS), the most stringent crRNA domain. ARTEMIS identified 12% of pathogenic SNVs as Cas12a recognizable, including 928 cancer-associated variants such as BRAFV600E, BRCA2E1953∗, TP53V272M, and ALDH2E504K. Cas12a exhibited remarkable tolerance to single mismatches within the seed region. Introducing deliberate synthetic mismatches within the seed region yielded on-target activity with single-nucleotide fidelity. Both positioning and nucleobase types of mismatches influenced detection accuracy. With improved specificity, Cas12a could accurately detect and semi-quantify BRAFV600E in cfDNA from cell lines and patient liquid biopsies. These results provide insights toward rationalized crRNA design for high-fidelity CRISPRdx, supporting personalized and cost-efficient healthcare solutions in oncologic diagnostics.
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Affiliation(s)
- Kavish A V Kohabir
- Department of Human Genetics, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Amsterdam Reproduction & Development, Amsterdam, the Netherlands; Imaging and Biomarkers, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Jasper Linthorst
- Department of Human Genetics, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Amsterdam Reproduction & Development, Amsterdam, the Netherlands; Amsterdam Institute for Immunology and Infectious Diseases, Amsterdam, the Netherlands
| | - Lars O Nooi
- Department of Human Genetics, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Rick Brouwer
- Clinical Laboratory, Unilabs, Enschede, the Netherlands
| | - Rob M F Wolthuis
- Department of Human Genetics, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Cancer Biology and Immunology, Cancer Center Amsterdam, Amsterdam, the Netherlands.
| | - Erik A Sistermans
- Department of Human Genetics, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Amsterdam Reproduction & Development, Amsterdam, the Netherlands.
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Mao X, Xu J, Jiang J, Li Q, Yao P, Jiang J, Gong L, Dong Y, Tu B, Wang R, Tang H, Yao F, Wang F. Iterative crRNA design and a PAM-free strategy enabled an ultra-specific RPA-CRISPR/Cas12a detection platform. Commun Biol 2024; 7:1454. [PMID: 39506042 PMCID: PMC11541961 DOI: 10.1038/s42003-024-07173-7] [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: 03/19/2024] [Accepted: 10/30/2024] [Indexed: 11/08/2024] Open
Abstract
CRISPR/Cas12a is a highly promising detection tool. However, detecting single nucleotide variations (SNVs) remains challenging. Here, we elucidate Cas12a specificity through crRNA engineering and profiling of single- and double-base mismatch tolerance across three targets. Our findings indicate that Cas12a specificity depends on the number, type, location, and distance of mismatches within the R-loop. We also find that introducing a wobble base pair at position 14 of the R-loop does not affect the free energy change when the spacer length is truncated to 17 bp. Therefore, we develop a new universal specificity enhancement strategy via iterative crRNA design, involving truncated spacers and a wobble base pair at position 14 of the R-loop, which tremendously increases specificity without sacrificing sensitivity. Additionally, we construct a PAM-free one-pot detection platform for SARS-CoV-2 variants, which effectively distinguishes SNV targets across various GC contents. In summary, our work reveals new insights into the specificity mechanism of Cas12a and demonstrates significant potential for in vitro diagnostics.
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Affiliation(s)
- Xujian Mao
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China.
| | - Jian Xu
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Jingyi Jiang
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Qiong Li
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Ping Yao
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Jinyi Jiang
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Li Gong
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Yin Dong
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Bowen Tu
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China
| | - Rong Wang
- China School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hongbing Tang
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China.
| | - Fang Yao
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China.
- Changzhou Institute for Advanced Study of Public Health, Nanjing Medical University, Changzhou, Jiangsu, China.
- China School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China.
| | - Fengming Wang
- Pathogen Inspection Center, Changzhou Center for Disease Control and Prevention, Changzhou, Jiangsu, China.
- China School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China.
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Wang X, Yang T, Zhang Y, Zeng Z, Wei Q, Chen P, Yang S, Huang Y, Zhang Y, Lu H, Wu L, Tang D, Yang P, Wang X, Liu Q, Li F, Ling C, Huang S. Optimization and Clinical Application Potential of Single Nucleotide Polymorphism Detection Method Based on CRISPR/Cas12a and Recombinase Polymerase Amplification. Anal Chem 2024; 96:17567-17575. [PMID: 39439116 DOI: 10.1021/acs.analchem.4c03288] [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: 10/25/2024]
Abstract
Conventional methods for detecting single nucleotide polymorphisms (SNPs) in clinical practice often require substantial time, labor, and specialized equipment, limiting their widespread application. To address this limitation, we refined our previous SNP detection method, IMAS-RPA [introducing an extra mismatched base adjacent to the single-base mutant site by recombinase polymerase amplification (RPA)], resulting in an updated version termed IMAS-RPAv2. We began by introducing a suboptimal protospacer adjacent motif (PAM) sequence, GTTG, into the double-stranded DNA (dsDNA) products using either RPA or reverse transcription RPA. This modification decreased the efficiency with which CRISPR RNA (crRNA) recognizes the PAM and locally unwinds the dsDNA to form an R loop. After a delay, the R loop forms. However, due to the intentional incorporation of a mismatched base on the crRNA relative to the wild-type double-stranded DNA (WT-dsDNA), a continuous two-base mismatch is established between the crRNA and WT-dsDNA. Consequently, WT-dsDNA does not activate CRISPR/Cas12a's cleavage activity within a short time, while variant-type dsDNA continues to activate CRISPR/Cas12a and produce a robust fluorescence signal. This improvement significantly enhances the SNP discrimination sensitivity, allowing for detection at the single-copy level. Results were observed using both a conventional microplate reader and a specially designed portable device created through 3D printing. This device allows a direct fluorescence observation without the need for additional equipment. Consequently, the entire detection process becomes independent of large-scale equipment. This greatly expands its range of applications and offers promising prospects for clinical use.
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Affiliation(s)
- Xingyue Wang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
- Department of Laboratory Medicine, The Affiliated Yongchuan Hospital of Chongqing Medical University, Chongqing 402160, China
| | - Ting Yang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yunling Zhang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Zongyue Zeng
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Qiang Wei
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Pu Chen
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Shuangshuang Yang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yunfei Huang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yongqi Zhang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Hongling Lu
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Linhong Wu
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Dijiao Tang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Ping Yang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Xuechun Wang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Qing Liu
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Fan Li
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Chao Ling
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
- Department of Laboratory Medicine, Qionglai Medical Center Hospital, Chengdu, Sichuan 611530, China
| | - Shifeng Huang
- Department of Laboratory Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
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Kong L, Zong C, Chen X, Xv H, Lv M, Li C. CRISPR/Cas12a trans-cleavage mediated photoelectrochemical biosensor based on zeolitic imidazolate framework-67 for ATP determination. Mikrochim Acta 2024; 191:403. [PMID: 38888689 DOI: 10.1007/s00604-024-06474-2] [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: 02/29/2024] [Accepted: 05/30/2024] [Indexed: 06/20/2024]
Abstract
An efficient PEC biosensor is proposed for ATP detection based on exciton energy transfer from CdTe quantum dots (CdTe QDs) to Au nanoparticles (AuNPs), integrating CRISPR/Cas12a trans-cleavage activity and specific recognition of ZIF-67 to ATP. Exciton energy transfer between CdTe QDs and AuNPs system is firstly constructed as photoelectrochemical (PEC) sensing substrate. Then, the activator DNAs, used to activate CRISPR/Cas12a, are absorbed on the surface of ZIF-67. In the presence of ATP, the activator DNAs are released due to more efficient adsorption of ZIF-67 to ATP. The released activator DNA activates trans-cleavage activity of CRISPR/Cas12a to degrade ssDNA on the electrode, leading to the recovery of photocurrent due to the interrupted energy transfer. Benefiting from the specific recognition of ZIF-67 to ATP and CRISPR/Cas12a-modulated amplification strategy, the sensor is endowed with excellent specificity and high sensitivity.
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Affiliation(s)
- Linghui Kong
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, Key Laboratory of Analytical Chemistry for Life Science in Universities of Shandong, College of Chemistry and Molecular Engineering, MOE, Qingdao University of Science and Technology, Qingdao, 266042, P.R. China
| | - Chengxue Zong
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, Key Laboratory of Analytical Chemistry for Life Science in Universities of Shandong, College of Chemistry and Molecular Engineering, MOE, Qingdao University of Science and Technology, Qingdao, 266042, P.R. China
| | - Xiaodong Chen
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, Key Laboratory of Analytical Chemistry for Life Science in Universities of Shandong, College of Chemistry and Molecular Engineering, MOE, Qingdao University of Science and Technology, Qingdao, 266042, P.R. China
| | - Huijuan Xv
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, Key Laboratory of Analytical Chemistry for Life Science in Universities of Shandong, College of Chemistry and Molecular Engineering, MOE, Qingdao University of Science and Technology, Qingdao, 266042, P.R. China
| | - Mengwei Lv
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, Key Laboratory of Analytical Chemistry for Life Science in Universities of Shandong, College of Chemistry and Molecular Engineering, MOE, Qingdao University of Science and Technology, Qingdao, 266042, P.R. China
| | - Chunxiang Li
- Key Laboratory of Optic-electric Sensing and Analytical Chemistry for Life Science, Key Laboratory of Analytical Chemistry for Life Science in Universities of Shandong, College of Chemistry and Molecular Engineering, MOE, Qingdao University of Science and Technology, Qingdao, 266042, P.R. China.
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Hao J, Jia M, Liu Y, Lv Z, Chen J, Xiong W, Zeng Z. Application of a rapid and sensitive RPA-CRISPR/Cas12a assay for naked-eye detection of Haemophilus parasuis. Anal Chim Acta 2024; 1287:342101. [PMID: 38182383 DOI: 10.1016/j.aca.2023.342101] [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: 08/08/2023] [Revised: 11/27/2023] [Accepted: 11/29/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Haemophilus parasuis (H. parasuis) is a gram-negative bacterial pathogen that causes severe infections in swine, resulting in substantial economic losses. Currently, the majority of H. parasuis detection methods are impractical for on-site application due to their reliance on large instruments or complex procedures. Thus, there is an urgent need to develop a rapid, visually detectable, and highly sensitive detection method, especially under resource-limited environments and field conditions. RESULTS In this study, we established a naked eye assay for highly sensitive detection by combining recombinase polymerase amplification (RPA) with CRISPR/Cas12a technology. Positive samples exhibited a clear red color visible to the naked eye, while negative samples appeared blue. We achieved a remarkable sensitivity, detecting H. parasuis down to a single copy, with no cross-reactivity with other bacteria. In a mouse model, our assay detected H. parasuis infection nearly 8 h earlier than traditional PCR. Compared to qPCR, our detection results were 100 % accurate. To enhance point-of-care applicability and mitigate the risk of aerosol contamination from uncapping, we consolidated RPA and CRISPR/Cas12a cleavage into a single-tube reaction system. This integrated approach was validated with 20 clinical lung samples, yielding results consistent with those obtained from qPCR. The entire procedure, from DNA extraction to detection, was completed in 35 min. SIGNIFICANCE We present an RPA-CRISPR/Cas12a assay suitable for the early and resource-efficient diagnosis of H. parasuis infections. Its simplicity and visual detection are advantageous for field diagnostics, representing a substantial develpoment in the diagnosis of H. parasuis.
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Affiliation(s)
- Jie Hao
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, 510642, China; National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, 510642, China; National Laboratory of Safety Evaluation (Environmental Assessment) of Veterinary Drugs, South China Agricultural University, Guangzhou, 510642, China
| | - Mengyan Jia
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, 510642, China; National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, 510642, China; National Laboratory of Safety Evaluation (Environmental Assessment) of Veterinary Drugs, South China Agricultural University, Guangzhou, 510642, China
| | - Yiting Liu
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, 510642, China; National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, 510642, China; National Laboratory of Safety Evaluation (Environmental Assessment) of Veterinary Drugs, South China Agricultural University, Guangzhou, 510642, China
| | - Zhenlin Lv
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, 510642, China; National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, 510642, China; National Laboratory of Safety Evaluation (Environmental Assessment) of Veterinary Drugs, South China Agricultural University, Guangzhou, 510642, China
| | - Junming Chen
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, 510642, China; National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, 510642, China; National Laboratory of Safety Evaluation (Environmental Assessment) of Veterinary Drugs, South China Agricultural University, Guangzhou, 510642, China
| | - Wenguang Xiong
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, 510642, China; National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, 510642, China; National Laboratory of Safety Evaluation (Environmental Assessment) of Veterinary Drugs, South China Agricultural University, Guangzhou, 510642, China; National Reference Laboratory of Veterinary Drug Residues, South China Agricultural University, Guangzhou, 510642, China.
| | - Zhenling Zeng
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou, 510642, China; National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, College of Veterinary Medicine, South China Agricultural University, Guangzhou, 510642, China; National Laboratory of Safety Evaluation (Environmental Assessment) of Veterinary Drugs, South China Agricultural University, Guangzhou, 510642, China; National Reference Laboratory of Veterinary Drug Residues, South China Agricultural University, Guangzhou, 510642, China.
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