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Azimirad M, Hamtaeigashti S, Raeisi H, Looha MA, Gholami F, Naser Moghadasi A, Zali MR, Yadegar A. Prevalence of epsilon toxin-producing Clostridium perfringens isolates among patients with multiple sclerosis and neuromyelitis optica spectrum disorder in Iran. BMC Neurol 2025; 25:234. [PMID: 40450217 DOI: 10.1186/s12883-025-04251-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 05/21/2025] [Indexed: 06/03/2025] Open
Abstract
BACKGROUND Clostridium perfringens epsilon toxin (ETX) is a potent neurotoxin that crosses the blood-brain barrier (BBB), and has been suggested to be involved in demyelinating CNS disorders. Here, we investigated the prevalence of C. perfringens and anti-ETX immunoglobulin G (IgG) and immunoglobulin M (IgM) antibody levels in stool and sera of patients with multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) compared to healthy controls. METHODS Between September 2019 and June 2020, 43 stool and 43 sera specimens were collected from MS (n = 33) and NMOSD (n = 10) patients, and 49 samples from healthy subjects. Stool samples were cultured for the presence of C. perfringens and PCR was used to detect etx-encoding gene. The level of serum IgG and IgM against ETX was examined using competitive ELISA. The predictive value of sex, age, ETX IgG and IgM levels, and C. perfringens was assessed using multivariable prediction models, with all models trained on the full set of variables. Independent contributions were evaluated separately using logistic regression (LR) analysis. RESULTS Totally, 11 C. perfringens were isolated from MS (n = 4), NMOSD (n = 2), and healthy (n = 5) subjects. The etx gene was detected in 1/4 (25%) isolates from MS and 2/2 (100%) from NMOSD patients, while none of the isolates from healthy subjects carried the gene. The analysis of serum IgG and IgM level against ETX showed no significant difference between patients and healthy subjects. Among the prediction models used, LR and Naïve Bayes (NB), trained on all predictor variables, exhibited the highest statistical accuracy for MS diagnosis, with AUC = 0.71 and AUC = 0.93, respectively. Among individual parameters, sex (AUC = 0.63) and IgG level (AUC = 0.57) were the most reliable predictors. The nomogram prediction demonstrated that the probability of patients' risk of developing MS and NMOSD can be predicted using these predictors. CONCLUSIONS Our findings indicate a potential association between ETX-producing C. perfringens strains and MS/NMOSD diseases, as its presence was detected in a subset of patient samples. However, no significant differences in anti-ETX antibody levels were observed between control and patients. Our prediction models highlighted key demographic and serological factors that may contribute to MS diagnosis. These results highlight the need for further research to meticulously decipher the biological interplay of C. perfringens and its ETX toxin with the development of MS and NMOSD.
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Affiliation(s)
- Masoumeh Azimirad
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sara Hamtaeigashti
- Multiple Sclerosis Research Center, Neurosciences Institute, Tehran University of Medical sciences, Tehran, Iran
| | - Hamideh Raeisi
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehdi Azizmohammad Looha
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fatemeh Gholami
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abdorreza Naser Moghadasi
- Multiple Sclerosis Research Center, Neurosciences Institute, Tehran University of Medical sciences, Tehran, Iran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Abbas Yadegar
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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Wang W, Yuan W, Lin T, Sun Z, Liu F, Wang D, Liu F. Three-mode ratiometric biosensor based on integrated DNA-driven magnetic beads for Clostridium perfringens detection. Food Chem 2025; 463:141228. [PMID: 39288460 DOI: 10.1016/j.foodchem.2024.141228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 08/17/2024] [Accepted: 08/22/2024] [Indexed: 09/19/2024]
Abstract
A three-mode biosensor incorporated ratiometric (electrochemical/colorimetric, electrochemical/photothermal) into its design was constructed using DNA-driven magnetic beads (DMBs) as a bridge to detect C. perfringens. It further enhances the accuracy of detection results while maintaining compatibility with applications in multiple scenarios. Briefly, the G-quadruplex was combined with aptamer and immobilized onto magnetic beads through amide-bond, resulting in the integration of DMBs. The DMBs and supernatant were separated by magnetic separation when the target was present. Subsequently, the DMBs were utilized to construct the electrochemical biosensor, whereas the supernatant was used to construct colorimetric and photothermal biosensors. The limits of detection the ratiometric biosensor were ultimately reduced to 0.26 and 0.27 lg CFU g-1, respectively, in comparison to the single three-mode biosensor. Moreover, this biosensor had been applied in real-sample assays successfully. The establishment of this platform provides a new method for detecting pathogens in the fields of food safety and environmental monitoring.
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Affiliation(s)
- Wenzhuo Wang
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China; Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, PR China; College of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Wei Yuan
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, PR China; Key Laboratory of Environmental Medicine and Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing 210009, PR China
| | - Tingting Lin
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China; Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, PR China
| | - Zhilan Sun
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China; Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, PR China
| | - Fei Liu
- College of Food Science, Northeast Agricultural University, Harbin 150030, PR China
| | - Daoying Wang
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China; Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, PR China
| | - Fang Liu
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China; Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, PR China.
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3
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Ranjbaran M, Kaur S, Wang J, Raut B, Verma MS. A drop dispenser for simplifying on-farm detection of foodborne pathogens. PLoS One 2024; 19:e0315444. [PMID: 39739646 DOI: 10.1371/journal.pone.0315444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 11/25/2024] [Indexed: 01/02/2025] Open
Abstract
Nucleic-acid biosensors have emerged as useful tools for on-farm detection of foodborne pathogens on fresh produce. Such tools are specifically designed to be user-friendly so that a producer can operate them with minimal training and in a few simple steps. However, one challenge in the deployment of these biosensors is delivering precise sample volumes to the biosensor's reaction sites. To address this challenge, we developed an innovative drop dispenser using advanced 3D printing technology, combined with a hydrophilic surface chemistry treatment. This dispenser enables the generation of precise sample drops, containing DNA or bacterial samples, in volumes as small as a few micro-liters (∼20 to ∼33 μL). The drop generator was tested over an extended period to assess its durability and usability over time. The results indicated that the drop dispensers have a shelf life of approximately one month. In addition, the device was rigorously validated for nucleic acid testing, specifically by using loop-mediated isothermal amplification (LAMP) for the detection of Escherichia coli O157, a prevalent foodborne pathogen. To simulate real-world conditions, we tested the drop dispensers by integrating them into an on-farm sample collection system, ensuring they deliver samples accurately and consistently for nucleic acid testing in the field. Our results demonstrated similar performance to commercial pipettors in LAMP assays, with a limit of detection of 7.8×106 cells/mL for whole-cell detection. This combination of precision, ease of use, and durability make our drop dispenser a promising tool for enhancing the effectiveness of nucleic acid biosensors in the field.
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Affiliation(s)
- Mohsen Ranjbaran
- Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, United States of America
- Birck Nanotechnology Center, Purdue University, West Lafayette, Indiana, United States of America
| | - Simerdeep Kaur
- Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, United States of America
- Birck Nanotechnology Center, Purdue University, West Lafayette, Indiana, United States of America
| | - Jiangshan Wang
- Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, United States of America
- Birck Nanotechnology Center, Purdue University, West Lafayette, Indiana, United States of America
| | - Bibek Raut
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, United States of America
| | - Mohit S Verma
- Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, United States of America
- Birck Nanotechnology Center, Purdue University, West Lafayette, Indiana, United States of America
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana, United States of America
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Yang Y, Du L, Li C, Zhang X, Liu F, Wang D, Sun Z, Zhao S. Establishment and application of a rapid visual detection method for Clostridium perfringens in chicken products based on helical loop-mediated isothermal amplification (HAMP). J Food Sci 2024; 89:9667-9677. [PMID: 39673308 DOI: 10.1111/1750-3841.17556] [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: 08/18/2024] [Revised: 10/20/2024] [Accepted: 11/03/2024] [Indexed: 12/16/2024]
Abstract
Clostridium perfringens is a significant foodborne pathogen in chicken products. Rapid on-site detection of C. perfringens is crucial for mitigating the incidence of foodborne illnesses by enabling the prompt identification and recall of contaminated food products. A rapid and visual detection method for C. perfringens in chicken products was developed using helical loop-mediated isothermal amplification (HAMP) technology combined with SYBR Green I fluorescent staining. The reaction temperature, time, and reagent concentrations of HAMP technique were optimized firstly. HAMP displayed high specificity, effectively distinguishing C. perfringens from 18 other common pathogens in chicken products. HAMP also exhibited higher sensitivity (78 fg/µL) compared to endpoint PCR and real-time quantitative PCR (qPCR). The detection limit of HAMP for non-enriched samples was 6.8 × 102 CFU/g, which improved to 68 and 6.8 CFU/g after 5 and 10 h of enrichment, respectively. The detection limit of HAMP was lower by 2 and 1 orders of magnitude compared to endpoint PCR and qPCR under the same conditions. On-site testing of commercially available ready-to-eat chicken products showed that HAMP had the same results as traditional culture methods, indicating the significant potential of HAMP for on-site detection of C. perfringens. This method offered a rapid, accurate, and visual means of detecting C. perfringens in chicken products, making it well-suited for on-site testing. This research represented the first use of the HAMP method for detecting C. perfringens.
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Affiliation(s)
- Yuheng Yang
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing, China
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang, China
| | - Long Du
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing, China
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang, China
| | - Congcong Li
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing, China
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang, China
| | - Xinxiao Zhang
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing, China
| | - Fang Liu
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing, China
| | - Daoying Wang
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing, China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Zhilan Sun
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing, China
| | - Songsong Zhao
- Key Lab of Agricultural Products Low Carbon Cold Chain (Co-construction of ministry and province), Ministry of Agriculture and Rural Affairs, Tianjin University of Commerce, Tianjin, China
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Ávila Oliveira BD, Gomes RS, de Carvalho AM, Lima EMF, Pinto UM, da Cunha LR. Revolutionizing food safety with electrochemical biosensors for rapid and portable pathogen detection. Braz J Microbiol 2024; 55:2511-2525. [PMID: 38922532 PMCID: PMC11405362 DOI: 10.1007/s42770-024-01427-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 06/14/2024] [Indexed: 06/27/2024] Open
Abstract
Foodborne diseases remain a worldwide concern, despite the advances made in sanitation, pathogen surveillance and food safety management systems. The methods routinely applied for detecting pathogens in foods are time consuming, labor intensive and usually require trained and qualified individuals. The objective of this review was to highlight the use of biosensors, with a focus on the electrochemical devices, as promising alternatives for detecting foodborne pathogens. These biosensors present high speed for obtaining results, with the possibility of evaluating foods in real time, at low cost, ease of use, in addition to being compact and portable. These aspects are considered advantageous and suitable for use in food safety management systems. This work also shows some limitations for the application of biosensors, and we present perspectives with the development and use of nanomaterials.
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Affiliation(s)
- Brígida D' Ávila Oliveira
- Health and Nutrition Graduate Program, Federal University of Ouro Preto (UFOP), Ouro Preto, Minas Gerais, Brazil
| | - Raíssa Soares Gomes
- Health and Nutrition Graduate Program, Federal University of Ouro Preto (UFOP), Ouro Preto, Minas Gerais, Brazil
| | - Alice Mendes de Carvalho
- Health and Nutrition Graduate Program, Federal University of Ouro Preto (UFOP), Ouro Preto, Minas Gerais, Brazil
| | - Emília Maria França Lima
- Food Research Center (FoRC), Department of Food and Experimental Nutrition, Faculty of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, SP, Brazil
| | - Uelinton Manoel Pinto
- Food Research Center (FoRC), Department of Food and Experimental Nutrition, Faculty of Pharmaceutical Sciences, University of São Paulo (USP), São Paulo, SP, Brazil
| | - Luciana Rodrigues da Cunha
- Department of Foods, Health and Nutrition Graduate Program, Federal University of Ouro Preto, Federal University of Ouro Preto (UFOP), Ouro Preto, 35400-000, Minas Gerais, Brazil.
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6
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Tian R, Xie F, Liu Y, Liu G, Li Q, Wang J, Zhang H, Dai L, Zhang W. Recombinase polymerase amplification combined with lateral flow biosensor for rapid visual detection of Clostridium perfringens in chicken meat and milk. Front Vet Sci 2024; 11:1395188. [PMID: 39011320 PMCID: PMC11246993 DOI: 10.3389/fvets.2024.1395188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Accepted: 06/20/2024] [Indexed: 07/17/2024] Open
Abstract
Aims Clostridium perfringens is one of the major anaerobic pathogen causing food poisoning and animal enteritis. With the rise of antibiotic resistance and the restrictions of the use of antibiotic growth promoting agents (AGPs) in farming, Clostridium enteritis and food contamination have become more common. It is time-consuming and labor-intensive to confirm the detection by standard culture methods, and it is necessary to develop on-site rapid detection tools. In this study, a combination of recombinase polymerase amplification (RPA) and lateral flow biosensor (LFB) was used to visually detect C. perfringens in chicken meat and milk. Methods and results Two sets of primers were designed for the plc gene of C. perfringens, and the amplification efficiency and specificity of the primers. Selection of primers produces an amplified fragment on which the probe is designed. The probe was combined with the lateral flow biosensor (LFB). The reaction time and temperature of RPA-LFB assay were optimized, and the sensitivity of the assay was assessed. Several common foodborne pathogens were selected to test the specificity of the established method. Chicken and milk samples were artificially inoculated with different concentrations (1 × 102 CFU/mL to 1 × 106 CFU/mL) of C. perfringens, and the detection efficiency of RPA-LFB method and PCR method was compared. RPA-LFB can be completed in 20 min and the results can be read visually by the LFB test strips. The RPA-LFB has acceptable specificity and the lowest detection limit of 100 pg./μL for nucleic acid samples. It was able to stably detect C. perfringens contamination in chicken and milk at the lowest concentration of 1 × 104 CFU/mL and 1 × 103 CFU/mL, respectively. Conclusion In conclusion, RPA-LFB is specific and sensitive. It is a rapid, simple and easy-to-visualize method for the detection of C. perfringens in food and is suitable for use in field testing work.
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Affiliation(s)
- Rui Tian
- The Sanya Institute of Nanjing Agricultural University, Yabulun Industrial Park, Yazhou Bay Science and Technology City, Sanya, China
- College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Feng Xie
- The Sanya Institute of Nanjing Agricultural University, Yabulun Industrial Park, Yazhou Bay Science and Technology City, Sanya, China
- College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Yuqing Liu
- Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, China
| | - Guangjin Liu
- The Sanya Institute of Nanjing Agricultural University, Yabulun Industrial Park, Yazhou Bay Science and Technology City, Sanya, China
- College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
| | - Qingxia Li
- Hainan Animal Disease Prevention and Control Center, Haikou, China
| | - Jinxiu Wang
- Hainan Animal Disease Prevention and Control Center, Haikou, China
| | - Hongjian Zhang
- College of Agriculture and Animal Husbandry, Qinghai University, Xining, China
| | - Lei Dai
- Hainan Animal Disease Prevention and Control Center, Haikou, China
| | - Wei Zhang
- The Sanya Institute of Nanjing Agricultural University, Yabulun Industrial Park, Yazhou Bay Science and Technology City, Sanya, China
- College of Veterinary Medicine, Nanjing Agricultural University, Nanjing, China
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Chin XH, Elhalis H, Chow Y, Liu SQ. Enhancing food safety in soybean fermentation through strategic implementation of starter cultures. Heliyon 2024; 10:e25007. [PMID: 38312583 PMCID: PMC10835011 DOI: 10.1016/j.heliyon.2024.e25007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 01/11/2024] [Accepted: 01/18/2024] [Indexed: 02/06/2024] Open
Abstract
Fermented soybean products have played a significant role in Asian diets for a long time. Due to their diverse flavours, nutritional benefits, and potential health-promoting properties, they have gained a huge popularity globally in recent years. Traditionally, soybean fermentation is conducted spontaneously, using microorganisms naturally present in the environment, or inoculating with traditional starter cultures. However, many potential health risks are associated with consumption of these traditionally fermented soybean products due to the presence of food pathogens, high levels of biogenic amines and mycotoxins. The use of starter culture technology in fermentation has been well-studied in recent years and confers significant advantages over traditional fermentation methods due to strict control of the microorganisms inoculated. This review provides a comprehensive review of microbial safety and health risks associated with consumption of traditional fermented soybean products, and how adopting starter culture technology can help mitigate these risks to ensure the safety of these products.
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Affiliation(s)
- Xin Hui Chin
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), 31 Biopolis Way, Nanos, Singapore, 138669, Singapore
- Department of Food Science and Technology, Faculty of Science, National University of Singapore, 2 Science Drive 2, 117543, Singapore
| | - Hosam Elhalis
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), 31 Biopolis Way, Nanos, Singapore, 138669, Singapore
- Research School of Biology, The Australian National University, Canberra, ACT, 2600, Australia
| | - Yvonne Chow
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), 31 Biopolis Way, Nanos, Singapore, 138669, Singapore
| | - Shao Quan Liu
- Department of Food Science and Technology, Faculty of Science, National University of Singapore, 2 Science Drive 2, 117543, Singapore
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Xiao X, Zhang Q, Wu S, Li Y, Zhong Z, Guo Q, Li J, Meng Q, Cheng Z, Duan J, Wang X, He H, Bai J, Lou Y. Detection of Clostridium perfringens Using Novel Methods Based on Recombinase-Aided Amplification Assay-Assisted CRISPR/Cas12a System. Transbound Emerg Dis 2023; 2023:6667618. [PMID: 40303776 PMCID: PMC12016868 DOI: 10.1155/2023/6667618] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 05/20/2023] [Accepted: 10/21/2023] [Indexed: 05/02/2025]
Abstract
Clostridium perfringens is a highly versatile pathogen of humans and animals. Rapid and sensitive detection methods for C. perfringens are urgently needed for the timely implementation of control. In this study, to provide novel promising methods for the detection of C. perfringens, two rapid, sensitive, and instrument-free C. perfringens detection methods based on recombinase-aided amplification (RAA) assay and clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated protein 12a (CRISPR/Cas12a) system were developed depending on fluorescence signal (RAA-CRISPR/Cas12a-FL) and lateral flow strip (RAA-CRISPR/Cas12a-LFS), respectively. The limit of detection of the RAA-CRISPR/Cas12a-FL and RAA-CRISPR/Cas12a-LFS methods is 2 copies and 20 copies of C. perfringens genomic DNA per reaction, respectively, and the whole process can be completed in 1 hr. Moreover, these two methods show no cross-reactivity with nontarget bacteria, which were used as a negative control to evaluate the specificity of two developed methods in the detection of C. perfringens and have 100% consistent with real-time polymerase chain reaction tests for 12 clinical samples collected from 2 Chinese Milu at Beijing Milu Ecological Research Center and 6 spiked samples from human blood and stool. Overall, the constructed C. perfringens detection methods, RAA-CRISPR/Cas12a-FL and RAA-CRISPR/Cas12a-LFS, have great potential as a novel detection scheme for the early diagnosis of C. perfringens infection in humans and animals.
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Affiliation(s)
- Xingxing Xiao
- Wenzhou Key Laboratory of Sanitary Microbiology, Key Laboratory of Laboratory Medicine, Ministry of Education, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou 325035, China
| | - Qingxun Zhang
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Sihong Wu
- Wenzhou Key Laboratory of Sanitary Microbiology, Key Laboratory of Laboratory Medicine, Ministry of Education, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou 325035, China
| | - Yi Li
- National Research Center for Wildlife-Born Diseases, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Zhenyu Zhong
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Qingyun Guo
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Junfang Li
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Qinghui Meng
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Zhibin Cheng
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Jianbin Duan
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Xiaoqiong Wang
- Zhuji Institute of Biomedicine, Wenzhou Medical University, Zhuji, Shaoxing, Zhejiang 311800, China
| | - Hongxuan He
- National Research Center for Wildlife-Born Diseases, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Jiade Bai
- Beijing Milu Ecological Research Center, Beijing Academy of Science and Technology, Beijing 100076, China
| | - Yongliang Lou
- Wenzhou Key Laboratory of Sanitary Microbiology, Key Laboratory of Laboratory Medicine, Ministry of Education, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou 325035, China
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Kabiraz MP, Majumdar PR, Mahmud MC, Bhowmik S, Ali A. Conventional and advanced detection techniques of foodborne pathogens: A comprehensive review. Heliyon 2023; 9:e15482. [PMID: 37151686 PMCID: PMC10161726 DOI: 10.1016/j.heliyon.2023.e15482] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 03/13/2023] [Accepted: 04/11/2023] [Indexed: 05/09/2023] Open
Abstract
Foodborne pathogens are a major public health concern and have a significant economic impact globally. From harvesting to consumption stages, food is generally contaminated by viruses, parasites, and bacteria, which causes foodborne diseases such as hemorrhagic colitis, hemolytic uremic syndrome (HUS), typhoid, acute, gastroenteritis, diarrhea, and thrombotic thrombocytopenic purpura (TTP). Hence, early detection of foodborne pathogenic microbes is essential to ensure a safe food supply and to prevent foodborne diseases. The identification of foodborne pathogens is associated with conventional (e.g., culture-based, biochemical test-based, immunological-based, and nucleic acid-based methods) and advances (e.g., hybridization-based, array-based, spectroscopy-based, and biosensor-based process) techniques. For industrial food applications, detection methods could meet parameters such as accuracy level, efficiency, quickness, specificity, sensitivity, and non-labor intensive. This review provides an overview of conventional and advanced techniques used to detect foodborne pathogens over the years. Therefore, the scientific community, policymakers, and food and agriculture industries can choose an appropriate method for better results.
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Affiliation(s)
- Meera Probha Kabiraz
- Department of Biotechnology, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh
| | - Priyanka Rani Majumdar
- School of Biotechnology and Biomolecular Sciences, UNSW Sydney, Kensington, NSW, 2052, Australia
- Department of Fisheries and Marine Science, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh
| | - M.M. Chayan Mahmud
- CASS Food Research Centre, School of Exercise and Nutrition Sciences, Deakin University, 221 Burwood Highway, VIC, 3125, Australia
| | - Shuva Bhowmik
- Department of Fisheries and Marine Science, Noakhali Science and Technology University, Noakhali, 3814, Bangladesh
- Centre for Bioengineering and Nanomedicine, Faculty of Dentistry, Division of Health Sciences, University of Otago, Dunedin, 9054, New Zealand
- Department of Food Science, University of Otago, Dunedin, 9054, New Zealand
- Corresponding author. Centre for Bioengineering and Nanomedicine, Faculty of Dentistry, Division of Health Sciences, University of Otago, Dunedin, 9054, New Zealand.
| | - Azam Ali
- Centre for Bioengineering and Nanomedicine, Faculty of Dentistry, Division of Health Sciences, University of Otago, Dunedin, 9054, New Zealand
- Corresponding author.
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Paruch L. Molecular Diagnostic Tools Applied for Assessing Microbial Water Quality. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:5128. [PMID: 35564522 PMCID: PMC9105083 DOI: 10.3390/ijerph19095128] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 04/20/2022] [Accepted: 04/21/2022] [Indexed: 11/16/2022]
Abstract
Microbial water quality is of vital importance for human, animal, and environmental health. Notably, pathogenically contaminated water can result in serious health problems, such as waterborne outbreaks, which have caused huge economic and social losses. In this context, the prompt detection of microbial contamination becomes essential to enable early warning and timely reaction with proper interventions. Recently, molecular diagnostics have been increasingly employed for the rapid and robust assessment of microbial water quality implicated by various microbial pollutants, e.g., waterborne pathogens and antibiotic-resistance genes (ARGs), imposing the most critical health threats to humans and the environment. Continuous technological advances have led to constant improvements and expansions of molecular methods, such as conventional end-point PCR, DNA microarray, real-time quantitative PCR (qPCR), multiplex qPCR (mqPCR), loop-mediated isothermal amplification (LAMP), digital droplet PCR (ddPCR), and high-throughput next-generation DNA sequencing (HT-NGS). These state-of-the-art molecular approaches largely facilitate the surveillance of microbial water quality in diverse aquatic systems and wastewater. This review provides an up-to-date overview of the advancement of the key molecular tools frequently employed for microbial water quality assessment, with future perspectives on their applications.
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Affiliation(s)
- Lisa Paruch
- Division of Environment and Natural Resources, Norwegian Institute of Bioeconomy Research-NIBIO Oluf Thesens vei 43, 1433 Aas, Norway
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11
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eDNA-based detection of the invasive crayfish Pacifastacus leniusculus in streams with a LAMP assay using dependent replicates to gain higher sensitivity. Sci Rep 2022; 12:6553. [PMID: 35449180 PMCID: PMC9023534 DOI: 10.1038/s41598-022-10545-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 04/07/2022] [Indexed: 11/25/2022] Open
Abstract
LAMP assays are becoming increasingly popular in the field of invasive species detection but are still underused in eDNA-based monitoring. Here, we propose a LAMP assay designed to detect the North American crayfish species Pacifastacus leniusculus in water samples from streams. The presence of P. leniusculus was detected through this new LAMP assay in all but one of the nine sites sampled. No correlation was found between ddPCR absolute concentration measurements and the number of LAMP-positive technical replicates. However, we showed that using dependent technical replicates could significantly enhance the detection sensitivity of the LAMP assay. Applied to other assays, it could improve sensitivity and thus allow for a more efficient use of eDNA-based LAMP assays for invasive species detection in aquatic ecosystems.
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12
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De Falco M, De Felice M, Rota F, Zappi D, Antonacci A, Scognamiglio V. Next-generation diagnostics: augmented sensitivity in amplification-powered biosensing. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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13
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Wang W, Yuan W, Wang D, Mai X, Wang D, Zhu Y, Liu F, Sun Z. Dual-mode sensor based on the synergy of magnetic separation and functionalized probes for the ultrasensitive detection of Clostridium perfringens. RSC Adv 2022; 12:25744-25752. [PMID: 36199343 PMCID: PMC9460978 DOI: 10.1039/d2ra04344k] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 08/24/2022] [Indexed: 12/01/2022] Open
Abstract
Clostridium perfringens is an important foodborne pathogen, which has caused serious public health problems worldwide. So, there is an urgent need for rapid and ultrasensitive detection of C. perfringens. In this paper, a dual-mode sensing platform using the synergy between fluorescent and electrochemical signals for Clostridium perfringens detection was proposed. An electrochemical aptasensor was constructed by a dual-amplification technology based on a DNA walker and hybridization chain reaction (HCR). When the C. perfringens genomic DNA was present, it specifically bonded with FAM-labeled aptamer which triggered the DNA walker on hairpin DNA (hDNA) tracks to start the synthesis of double-stranded DNA. HCR occurred subsequently and produced long-chain DNA to absorb more methylene blue (MB). In this cycle, the fluorescent signals of released FAM-labeled aptamer could also be detected. The synergistic effects of MB and FAM significantly improved the sensitivity and accuracy of the dual-mode sensor. As a result, the biosensor displayed an excellent analytical performance for C. perfringens at a concentration of 1 to 108 CFU g−1. A minimum concentration of 1 CFU g−1 and good accuracy were detected in real samples. The proposed ultrasensitive detection method for detecting C. perfringens in food showed great potential in controlling foodborne diseases. Clostridium perfringens is an important foodborne pathogen, which has caused serious public health problems worldwide.![]()
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Affiliation(s)
- Wenzhuo Wang
- School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, PR China
| | - Wei Yuan
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, PR China
| | - Debao Wang
- Institute of Agricultural and Livestock Products Processing, Inner Mongolia Academy of Agricultural and Animal Husbandry Sciences, Hohhot 010031, China
| | - Xutao Mai
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, PR China
| | - Daoying Wang
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, PR China
- Key Laboratory of Cold Chain Logistics Technology for Agro-product, Ministry of Agriculture and Rural Affairs, PR China
| | - Yongzhi Zhu
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, PR China
- Key Laboratory of Cold Chain Logistics Technology for Agro-product, Ministry of Agriculture and Rural Affairs, PR China
| | - Fang Liu
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, PR China
- Key Laboratory of Cold Chain Logistics Technology for Agro-product, Ministry of Agriculture and Rural Affairs, PR China
| | - Zhilan Sun
- Jiangsu Key Laboratory for Food Quality and Safety-State Key Laboratory Cultivation Base, Ministry of Science and Technology, Nanjing 210014, PR China
- Institute of Agricultural Products Processing, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, PR China
- Key Laboratory of Cold Chain Logistics Technology for Agro-product, Ministry of Agriculture and Rural Affairs, PR China
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14
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Sridapan T, Tangkawsakul W, Janvilisri T, Luangtongkum T, Kiatpathomchai W, Chankhamhaengdecha S. Rapid and simultaneous detection of Campylobacter spp. and Salmonella spp. in chicken samples by duplex loop-mediated isothermal amplification coupled with a lateral flow biosensor assay. PLoS One 2021; 16:e0254029. [PMID: 34197563 PMCID: PMC8248736 DOI: 10.1371/journal.pone.0254029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 06/17/2021] [Indexed: 12/15/2022] Open
Abstract
Development of a simple, rapid and specific assay for the simultaneous detection of Campylobacter spp. and Salmonella spp. based on duplex loop-mediated isothermal amplification (d-LAMP), combined with lateral-flow biosensor (LFB) is reported herein. LAMP amplicons of both pathogens were simultaneously amplified and specifically differentiated by LFB. The specificity of the d-LAMP-LFB was evaluated using a set of 68 target and 12 non-target strains, showing 100% inclusivity and exclusivity. The assay can simultaneously detect Campylobacter and Salmonella strains as low as 1 ng and 100 pg genomic DNA per reaction, respectively. The lowest inoculated detection limits for Campylobacter and Salmonella species in artificially contaminated chicken meat samples were 103 CFU and 1 CFU per 25 grams, respectively, after enrichment for 24 h. Furthermore, compared to culture-based methods using field chicken meat samples, the sensitivity, specificity and accuracy of d-LAMP- LFB were 95.6% (95% CI, 78.0%-99.8%), 71.4% (95% CI, 29.0%-96.3%) and 90.0% (95% CI, 73.4%-97.8%), respectively. The developed d-LAMP-LFB assay herein shows great potentials for the simultaneous detection of the Campylobacter and Salmonella spp. and poses a promising alternative approach for detection of both pathogens with applications in food products.
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Affiliation(s)
- Thanawat Sridapan
- Graduate Program in Molecular Medicine, Faculty of Science, Mahidol University, Bangkok, Thailand
| | - Wanida Tangkawsakul
- Center of Nanoscience and Nanotechnology, Faculty of Science, Mahidol University, Bangkok, Thailand
| | - Tavan Janvilisri
- Department of Biochemistry, Faculty of Science, Mahidol University, Bangkok, Thailand
| | - Taradon Luangtongkum
- Department of Veterinary Public Health, Faculty of Veterinary Science, Chulalongkorn University, Bangkok, Thailand
| | - Wansika Kiatpathomchai
- Bioengineering and Sensing Technology Research Team, National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), Pathum Thani, Thailand
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