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Sumon MAA, Meregildo-Rodriguez ED, Lee PT, Dinh-Hung N, Larson ET, Permpoonpattana P, Van Doan H, Jung WK, Linh NV. Droplet digital PCR for fish pathogen detection and quantification: A systematic review and meta-analysis. JOURNAL OF FISH DISEASES 2024; 47:e14019. [PMID: 39282714 DOI: 10.1111/jfd.14019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Revised: 08/05/2024] [Accepted: 08/28/2024] [Indexed: 11/10/2024]
Abstract
This study provides a comprehensive summary of the findings regarding the application and diagnostic efficacy of droplet digital PCR (ddPCR) in detecting viral and bacterial pathogens in aquaculture. Utilizing a systematic search of four databases up to 6 November 2023, we identified studies where ddPCR was deployed for pathogen detection in aquaculture settings, adhering to Preferred Reporting Items for Systematic Reviews and Meta-analysis of Diagnostic Test Accuracy guidelines. From the collected data, 16 studies retrieved, seven were included in a meta-analysis, encompassing 1121 biological samples from various fish species. The detection limits reported ranged markedly from 0.07 to 34 copies/μL. A direct comparison of the diagnostic performance between ddPCR with quantitative PCR (qPCR) proved challenging due to limited data, thus only a pooled sensitivity analysis was feasible. The results showed a pooled sensitivity of 0.750 (95% confidence interval [CI]: 0.487-0.944) for ddPCR, compared to 0.461 (95% CI: 0.294-0.632) for qPCR, with no statistically significant difference in sensitivity between the two methods (p = .5884). Notably, significant heterogeneity was observed among the studies (I2 = 93%-97%, p < .01), with the year of publication significantly influencing this heterogeneity (p < .001), but not the country of origin (p = .49). No publication bias was detected, and the studies generally exhibited a low risk of bias according to QUADAS-C criteria. While ddPCR and qPCR showed comparable sensitivities in pathogen detection, ddPCR's capability to precisely quantify pathogens without the need for standard curves highlights its potential utility. This characteristic could significantly enhance the accuracy and reliability of pathogen detection in aquaculture.
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Affiliation(s)
- Md Afsar Ahmed Sumon
- Department of Animal and Aquatic Sciences, Faculty of Agriculture, Chiang Mai University, Chiang Mai, Thailand
| | | | - Po-Tsang Lee
- Department of Aquaculture, National Taiwan Ocean University, Keelung, Taiwan
| | - Nguyen Dinh-Hung
- Aquaculture Pathology Laboratory, School of Animal & Comparative Biomedical Sciences, The University of Arizona, Tucson, Arizona, USA
| | - Earl T Larson
- Department of Biological Sciences, St. Johns River State College, Orange Park, Florida, USA
| | - Patima Permpoonpattana
- Agricultural Science and Technology Program, Faculty of Innovative Agriculture and Fishery Establishment Project, Prince of Songkla University, Surat Thani, Thailand
| | - Hien Van Doan
- Department of Animal and Aquatic Sciences, Faculty of Agriculture, Chiang Mai University, Chiang Mai, Thailand
- Faculty of Agriculture, Functional Feed Innovation Center (FuncFeed), Chiang Mai University, Chiang Mai, Thailand
| | - Won-Kyo Jung
- Major of Biomedical Engineering, Division of Smart Healthcare, College of Information Technology and Convergence and New-Senior Healthcare Innovation Center (BK21 Plus), Busan, Republic of Korea
| | - Nguyen Vu Linh
- Department of Animal and Aquatic Sciences, Faculty of Agriculture, Chiang Mai University, Chiang Mai, Thailand
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Govindasamy T, Bhassu S, Raju CS. Enterocytozoon hepatopenaei Infection in Shrimp: Diagnosis, Interventions, and Food Safety Guidelines. Microorganisms 2023; 12:21. [PMID: 38257848 PMCID: PMC10820212 DOI: 10.3390/microorganisms12010021] [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: 02/02/2023] [Revised: 03/03/2023] [Accepted: 03/07/2023] [Indexed: 01/24/2024] Open
Abstract
The emergence of disease in shrimp has governed much concern in food safety and security among consumers with the recent reports on hepatopancreatic microsporidiosis (HPM) caused by Enterocytozoon hepatopenaei (EHP). The microsporidians present in shrimp remain a silent pathogen that prevents optimal shrimp growth. However, the biggest threat is in its food safety concerns, which is the primary focus in ensuring food biosecurity and biosafety. Hence, the objective of this review is to summarise the current knowledge of EHP and its infection in shrimp with food safety concerns. This paper provides an analysis of the diagnostic methods for detecting EHP infections in shrimp aquaculture. Interventions with current molecular biology and biotechnology would be the second approach to addressing EHP diseases. Finally, a systematic guideline for shrimp food safety using diagnostic and intervention is proposed. Thus, this review was aimed to shed light on effective methods for the diagnosis and prevention of EHP infection in shrimp. We also include information on molecular and genomics tools as well as innate immune biomolecules as future targets in the intervention strategies on the microsporidsosis life cycle in shrimp and its environment. Overall, this will result in reduced disease outbreaks in shrimp aquaculture, ensuring the shrimp food safety in the future.
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Affiliation(s)
- Thenmoli Govindasamy
- Animal Genetics and Genome Evolutionary Laboratory (AGAGEL), Department of Genetics and Microbiology, Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia
| | - Subha Bhassu
- Animal Genetics and Genome Evolutionary Laboratory (AGAGEL), Department of Genetics and Microbiology, Institute of Biological Sciences, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia
- Terra Aqua Laboratory, Centre for Research in Biotechnology for Agriculture (CEBAR), Research Management and Innovation Complex, University of Malaya, Kuala Lumpur 50603, Malaysia
| | - Chandramathi Samudi Raju
- Department of Medical Microbiology, Faculty of Medicine, University of Malaya, Kuala Lumpur 50603, Malaysia;
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Meng Y, Jiang N, Xie Y, Wei Y, Wang C, Tian M, Xue M, Xu C, Li Y, Liu W, Fan Y, Zhou Y. Development of a droplet digital PCR assay for the sensitive detection of iridovirus in Andrias davidianus. JOURNAL OF FISH DISEASES 2023; 46:1249-1256. [PMID: 37535813 DOI: 10.1111/jfd.13844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 07/20/2023] [Accepted: 07/22/2023] [Indexed: 08/05/2023]
Abstract
Chinese giant salamander iridovirus (GSIV) is the first known and causative viral pathogen in Andrias davidianus. Developing a sensitive, accurate and specific assay to detect GSIV in samples is essential to prevent the further spread of the pathogen. In this study, we established a droplet digital PCR (ddPCR) assay that targeted the mcp gene of GSIV, enabling rapid and quantitative detection of the virus. We determined that the optimal annealing temperature, primer concentration and probe concentration were 57.1°C, 50 nM and 500 nM, respectively. We analysed the specificity and sensitivity of the ddPCR assay and found that five common aquatic animal viruses, including Cyprinid herpesvirus 2 (CyHV-2), infectious spleen and kidney necrosis virus (ISKNV), Koi herpesvirus (KHV) and Carp Edema Virus (CEV) displayed negative results based on this GSIV ddPCR assay. The assay can detect GSIV with the lowest detection limit of 3.7 copies per reaction. To evaluate the sensitivity and accuracy of the ddPCR assay, we tested different infected tissue samples with both the ddPCR and TaqMan real-time PCR assays. Our results showed that the ddPCR assay detected GSIV in all samples with 100% positivity, while the TaqMan real-time PCR assay detected GSIV in only 82.1% of samples. The established ddPCR method provided several advantages in detecting GISV, including high sensitivity, high precision and absolute quantification, making it a powerful tool for detection of possible and potential GSIV infection, even in samples with low viral load.
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Affiliation(s)
- Yan Meng
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
| | - Nan Jiang
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
| | - Yixing Xie
- Zhangjiajie Giant salamander National Nature Reserve Affairs Center, Zhangjiajie, China
| | - Ying Wei
- Zhangjiajie Giant salamander National Nature Reserve Affairs Center, Zhangjiajie, China
| | - Cheng Wang
- Zhangjiajie Giant salamander National Nature Reserve Affairs Center, Zhangjiajie, China
| | - Mingzhu Tian
- Zhangjiajie Giant salamander National Nature Reserve Affairs Center, Zhangjiajie, China
| | - Mingyang Xue
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
| | - Chen Xu
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
| | - Yiqun Li
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
| | - Wenzhi Liu
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
| | - Yuding Fan
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
| | - Yong Zhou
- Yangtze River Fisheries Research Institute, Chinese Academy of Fishery Sciences, Wuhan, China
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