1
|
Ajay G, Vishnuraj MR, Aravind Kumar N, Chauhan A, Rawool DB, Barbuddhe SB. A novel duplex qPCR-HRMA technique for simultaneous detection of Listeria monocytogenes and Salmonella typhimurium in meat products. Food Chem 2025; 474:143245. [PMID: 39923507 DOI: 10.1016/j.foodchem.2025.143245] [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: 10/17/2024] [Revised: 12/25/2024] [Accepted: 02/04/2025] [Indexed: 02/11/2025]
Abstract
Developing rapid, accurate, and sensitive methods to detect bacterial pathogens such as Listeria monocytogenes and Salmonella typhimurium is very important, given the global rise in foodborne outbreaks. To address this, we developed a duplex real-time PCR assay with high-resolution melting analysis (qPCR-HRMA) to detect these pathogens in meat products. The assay was standardized and validated according to ISO 22118:2011. The assay was optimized for basic PCR parameters and melting rate for HRM analysis. The reaction sensitivity was determined to be 2 pg of DNA, equivalent to 124 copies for Listeria monocytogenes and 100 copies for Salmonella typhimurium. The method sensitivity was found to be 150 CFU/mL for both pathogens in spiked meat samples. The assay was validated with proficiency test samples and was finally used to test real-world samples, where 4 samples were detected positive for the pathogens. This assay holds significant potential for regulatory food testing and clinical investigations.
Collapse
Affiliation(s)
- G Ajay
- ICAR - National Meat Research Institute, Chengicherla, Hyderabad, Telangana 500092, India
| | - M R Vishnuraj
- ICAR - National Meat Research Institute, Chengicherla, Hyderabad, Telangana 500092, India.
| | - N Aravind Kumar
- ICAR - National Meat Research Institute, Chengicherla, Hyderabad, Telangana 500092, India
| | - Anusha Chauhan
- ICAR - National Meat Research Institute, Chengicherla, Hyderabad, Telangana 500092, India
| | - Deepak B Rawool
- ICAR - National Meat Research Institute, Chengicherla, Hyderabad, Telangana 500092, India
| | - S B Barbuddhe
- ICAR - National Meat Research Institute, Chengicherla, Hyderabad, Telangana 500092, India
| |
Collapse
|
2
|
Ly K, Pathan A, Rackus DG. A review of electrochemical sensing in droplet systems: Droplet and digital microfluidics. Anal Chim Acta 2025; 1347:343744. [PMID: 40024652 DOI: 10.1016/j.aca.2025.343744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 01/27/2025] [Accepted: 01/28/2025] [Indexed: 03/04/2025]
Abstract
BACKGROUND Microfluidic technologies based on droplets provide discrete volumes within which chemical and/or biological processes can take place. Two major platforms in this space include droplet microfluidics (emulsions within channels) and digital microfluidics (discrete droplet manipulation by electric fields). The integration of electrochemical sensing with both microfluidic platforms offers advantages in miniaturization and portability, as sensors can be integrated directly within the microfluidic devices and instrumentation is relatively compact. RESULTS This review provides background on droplet and digital microfluidic technologies and electrochemical sensing before moving to methods and applications. A discussion of the various strategies to integrate sensing electrodes with both droplet and digital microfluidics and the merits of each method are included. A review of the many different applications of these integrated systems is provided. SIGNIFICANCE AND NOVELTY To date, there are no reviews that solely focus on the integration of electrochemical sensing with droplet and digital microfluidics. There are many advantages to combining electrochemical sensing with these platforms, especially for applications where portability or small form factors are paramount. While early reports on integrating electrochemical sensing with droplet and digital microfluidics are more than a decade old, the field is still relatively nascent, offering opportunity for many applications.
Collapse
Affiliation(s)
- Kathy Ly
- Department of Chemistry and Biology, Toronto Metropolitan University, 350 Victoria St., Toronto, Ontario, Canada, M5B 2K3; Institute for Biomedical Engineering, Science, and Technology (iBEST) - A Partnership Between St. Michael's Hospital, a Site of Unity Health Toronto and Toronto Metropolitan University Toronto, Canada, M5B 1W8, Canada; Keenan Research Centre for Biomedical Science at St. Michael's Hospital, Toronto, Ontario, M5B 1T8, Canada
| | - Aaliya Pathan
- Department of Chemistry and Biology, Toronto Metropolitan University, 350 Victoria St., Toronto, Ontario, Canada, M5B 2K3; Institute for Biomedical Engineering, Science, and Technology (iBEST) - A Partnership Between St. Michael's Hospital, a Site of Unity Health Toronto and Toronto Metropolitan University Toronto, Canada, M5B 1W8, Canada; Keenan Research Centre for Biomedical Science at St. Michael's Hospital, Toronto, Ontario, M5B 1T8, Canada
| | - Darius G Rackus
- Department of Chemistry and Biology, Toronto Metropolitan University, 350 Victoria St., Toronto, Ontario, Canada, M5B 2K3; Institute for Biomedical Engineering, Science, and Technology (iBEST) - A Partnership Between St. Michael's Hospital, a Site of Unity Health Toronto and Toronto Metropolitan University Toronto, Canada, M5B 1W8, Canada; Keenan Research Centre for Biomedical Science at St. Michael's Hospital, Toronto, Ontario, M5B 1T8, Canada.
| |
Collapse
|
3
|
Thapa S, Ghimire N, Chen FC. Rapid Quantification of Salmonella Typhimurium in Ground Chicken Using Immunomagnetic Chemiluminescent Assay. Microorganisms 2025; 13:871. [PMID: 40284706 PMCID: PMC12029590 DOI: 10.3390/microorganisms13040871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2025] [Revised: 04/03/2025] [Accepted: 04/08/2025] [Indexed: 04/29/2025] Open
Abstract
Many countries have established regulatory frameworks to monitor and mitigate Salmonella contamination in poultry products. The ability to rapidly quantify Salmonella is critical for poultry processors to facilitate early detection, implement corrective measures, and enhance product safety. This study aimed to develop an Immunomagnetic Chemiluminescent Assay (IMCA) for the quantification of Salmonella Typhimurium in ground chicken. Immunomagnetic microbeads functionalized with monoclonal antibodies were employed to selectively capture and concentrate Salmonella from ground chicken samples. A biotin-labeled monoclonal antibody, followed by an avidin-horseradish peroxidase conjugate, was used to bind the captured bacteria and initiate a chemiluminescent reaction catalyzed by peroxidase. Light emission was quantified in relative light units (RLUs) using two luminometers. Ground chicken samples were inoculated with a four-strain S. Typhimurium cocktail ranging from 0 to 3.5 Log CFU/g. Bacterial concentrations were confirmed using the Most Probable Number (MPN) method. Samples underwent enrichment in Buffered Peptone Water (BPW) supplemented with BAX MP Supplement at 42 °C for 6 and 8 h before analysis via IMCA. A linear regression analysis demonstrated that the optimal quantification of Salmonella was achieved at the 8 h enrichment period (R2 ≥ 0.89), as compared to the 6 h enrichment. The limit of quantification (LOQ) was determined to be below 1 CFU/g. A strong positive correlation (R2 ≥ 0.88) was observed between IMCA and MPN results, indicating methodological consistency. These findings support the application of IMCA as a rapid and reliable method for the detection and quantification of Salmonella in ground chicken.
Collapse
Affiliation(s)
- Sandhya Thapa
- Department of Food and Animal Sciences, Tennessee State University, Nashville, TN 37209, USA; (S.T.)
| | - Niraj Ghimire
- Department of Food and Animal Sciences, Tennessee State University, Nashville, TN 37209, USA; (S.T.)
| | - Fur-Chi Chen
- Department of Food and Animal Sciences, Tennessee State University, Nashville, TN 37209, USA; (S.T.)
- Department of Human Sciences, Tennessee State University, Nashville, TN 37209, USA
| |
Collapse
|
4
|
Liang M, Liang L, Tayebi M, Zhong J, Ai Y. Lab-In-Fiber Optofluidic Device for Droplet Digital Polymerase Chain Reaction (DdPCR) with Real-Time Monitoring. ACS Sens 2024; 9:5275-5283. [PMID: 39321112 DOI: 10.1021/acssensors.4c01467] [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: 09/27/2024]
Abstract
Droplet microfluidic systems have emerged as indispensable and advanced tools in contemporary biological science. A prominent example is the droplet digital polymerase chain reaction (ddPCR), which plays a pivotal role in next-generation sequencing and the detection of rare nucleic acids or mutations. However, existing optical detection configurations are bulky, intricate, and costly, and require meticulous optical alignment to optimize fluorescence sensing. Herein, we propose a lab-in-fiber optofluidic system (LiFO), which provides a stable and compact footprint, self-alignment, and enhanced optical coupling for high-accuracy ddPCR. Moreover, LiFO could expand its capabilities for multiangle-scattering light collection in which we collect focused forward-scattering light (fFSL) to enable real-time droplet counting and size monitoring. To accomplish these attributes, LiFO incorporates optical fibers, along with fabricated PDMS grooves, for a self-aligned optical setup to implement simultaneous fluorescence and scattering detection. Furthermore, LiFO harnesses the concept of flowing droplets functioning as microlenses, which allows us to collect and translate fFSL signals into droplet size information. We have demonstrated the effectiveness of LiFO in ddPCR applications, illustrating its capacity to enhance the accuracy and precision of DNA quantification. Notably, LiFO exhibits improved linearity in the measurement of serial DNA dilutions, reflected by an increase in R2 from 0.956 to 0.997. These results demonstrate the potential of LiFO to serve as a valuable tool across a wide spectrum of droplet microfluidic platforms, offering opportunities for advancement in practical applications.
Collapse
Affiliation(s)
- Minhui Liang
- Pillar of Engineering Product Development, Singapore University of Technology and Design, 8 Somapah Road, Singapore 487372, Singapore
- School of Mechanical Engineering, Guangxi University, Nanning 530004, China
| | - Li Liang
- School of Physics and Electronic Technology, Anhui Normal University, Wuhu 241000, China
| | - Mahnoush Tayebi
- Pillar of Engineering Product Development, Singapore University of Technology and Design, 8 Somapah Road, Singapore 487372, Singapore
| | - Jianwei Zhong
- Pillar of Engineering Product Development, Singapore University of Technology and Design, 8 Somapah Road, Singapore 487372, Singapore
| | - Ye Ai
- Pillar of Engineering Product Development, Singapore University of Technology and Design, 8 Somapah Road, Singapore 487372, Singapore
| |
Collapse
|
5
|
Van Poelvoorde LAE, Gobbo A, Nauwelaerts SJD, Verhaegen B, Lesenfants M, Janssens R, Hutse V, Fraiture MA, De Keersmaecker S, Herman P, Van Hoorde K, Roosens N. Development of a reverse transcriptase digital droplet polymerase chain reaction-based approach for SARS-CoV-2 variant surveillance in wastewater. WATER ENVIRONMENT RESEARCH : A RESEARCH PUBLICATION OF THE WATER ENVIRONMENT FEDERATION 2024; 96:e10999. [PMID: 38414298 DOI: 10.1002/wer.10999] [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: 11/27/2023] [Revised: 01/16/2024] [Accepted: 01/27/2024] [Indexed: 02/29/2024]
Abstract
An urgent need for effective surveillance strategies arose due to the global emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Although vaccines and antivirals are available, concerns persist about the evolution of new variants with potentially increased infectivity, transmissibility, and immune evasion. Therefore, variant monitoring is crucial for public health decision-making. Wastewater-based surveillance has proven to be an effective tool to monitor SARS-CoV-2 variants within populations. Specific SARS-CoV-2 variants are detected and quantified in wastewater in this study using a reverse transcriptase digital droplet polymerase chain reaction (RT-ddPCR) approach. The 11 designed assays were first validated in silico using a substantial dataset of high-quality SARS-CoV-2 genomes to ensure comprehensive variant coverage. The assessment of the sensitivity and specificity with reference material showed the capability of the developed assays to reliably identify target mutations while minimizing false positives and false negatives. The applicability of the assays was evaluated using wastewater samples from a wastewater treatment plant in Ghent, Belgium. The quantification of the specific mutations linked to the variants of concern present in these samples was calculated using these assays based on the detection of single mutations, which confirms their use for real-world variant surveillance. In conclusion, this study provides an adaptable protocol to monitor SARS-CoV-2 variants in wastewater with high sensitivity and specificity. Its potential for broader application in other viral surveillance contexts highlights its added value for rapid response to emerging infectious diseases. PRACTITIONER POINTS: Robust RT-ddPCR methodology for specific SARS-CoV-2 variants of concern detection in wastewater. Rigorous validation that demonstrates high sensitivity and specificity. Demonstration of real-world applicability using wastewater samples. Valuable tool for rapid response to emerging infectious diseases.
Collapse
Affiliation(s)
| | - Andrea Gobbo
- Transversal activities in Applied Genomics, Sciensano, Brussels, Belgium
| | | | | | - Marie Lesenfants
- Epidemiology of infectious diseases, Sciensano, Brussels, Belgium
| | - Raphael Janssens
- Epidemiology of infectious diseases, Sciensano, Brussels, Belgium
| | - Veronik Hutse
- Epidemiology of infectious diseases, Sciensano, Brussels, Belgium
| | | | | | | | | | - Nancy Roosens
- Transversal activities in Applied Genomics, Sciensano, Brussels, Belgium
| |
Collapse
|
6
|
Li J, Gao H, Li Y, Zhai S, Xiao F, Wu G, Wu Y. The Development of a Series of Genomic DNA Reference Materials with Specific Copy Number Ratios for The Detection of Genetically Modified Maize DBN9936. Foods 2024; 13:747. [PMID: 38472860 DOI: 10.3390/foods13050747] [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: 01/04/2024] [Revised: 02/18/2024] [Accepted: 02/22/2024] [Indexed: 03/14/2024] Open
Abstract
The genetically modified (GM) maize DBN9936 with a biosafety certificate will soon undergo commercial application. To monitor the safety of DBN9936 maize, three genomic DNA (gDNA) reference materials (RMs) (DBN9936a, DBN9936b, and DBN9936c) were prepared with nominal copy number ratios of 100%, 3%, and 1% for the DBN9936 event, respectively. DBN9936a was prepared from the leaf tissue gDNA of DBN9936 homozygotes, while DBN9936b and DBN9936c were prepared by the quantitative mixing of gDNA from the leaf tissues of DBN9936 homozygotes and non-GM counterparts. Validated DBN9936/zSSIIb duplex droplet digital PCR was demonstrated to be an accurate reference method for conducting homogeneity study, stability study, and collaborative characterization. The minimum intake for one measurement was determined to be 2 μL, and the gDNA RMs were stable during transport at 37 °C for 14 days and storage at -20 °C for 18 months. Each gDNA RM was certified for three property values: DBN9936 event copy number concentration, zSSIIb reference gene copy number concentration, and DBN9936/zSSIIb copy number ratio. The measurement uncertainty of the certified values took the uncertainty components related to possible inhomogeneity, instability, and characterization into account. This batch of gDNA RMs can be used for calibration and quality control when quantifying DBN9936 events.
Collapse
Affiliation(s)
- Jun Li
- Key Laboratory of Agricultural Genetically Modified Organisms Traceability of the Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Hongfei Gao
- Key Laboratory of Agricultural Genetically Modified Organisms Traceability of the Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Yunjing Li
- Key Laboratory of Agricultural Genetically Modified Organisms Traceability of the Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Shanshan Zhai
- Key Laboratory of Agricultural Genetically Modified Organisms Traceability of the Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Fang Xiao
- Key Laboratory of Agricultural Genetically Modified Organisms Traceability of the Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Gang Wu
- Key Laboratory of Agricultural Genetically Modified Organisms Traceability of the Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| | - Yuhua Wu
- Key Laboratory of Agricultural Genetically Modified Organisms Traceability of the Ministry of Agriculture and Rural Affairs, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan 430062, China
| |
Collapse
|
7
|
Tschritter CM, V. C. de Groot P, Branigan M, Dyck M, Sun Z, Lougheed SC. A new multiplexed magnetic capture-Droplet digital PCR tool for monitoring wildlife population health and pathogen surveillance. Ecol Evol 2023; 13:e10655. [PMID: 37915804 PMCID: PMC10616740 DOI: 10.1002/ece3.10655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 10/09/2023] [Indexed: 11/03/2023] Open
Abstract
Anthropogenic stressors are exacerbating the emergence and spread of pathogens worldwide. In regions like the Arctic, where ecosystems are particularly susceptible, marked changes are predicted in regional diversity, intensity, and patterns of infectious diseases. To understand such rapidly changing host-pathogen dynamics and mitigate the impacts of novel pathogens, we need sensitive disease surveillance tools. We developed and validated a novel multiplexed, magnetic capture, and ddPCR tool for the surveillance of multiple pathogens in polar bears, a sentinel species that is considered susceptible to climate change and other stressors with a pan-Arctic distribution. Through sequence-specific magnetic capture, we concentrated five target template sequences from three zoonotic bacteria (Erysipelothrix rhusiopathiae, Francisella tularensis, and Mycobacterium tuberculosis complex) and two parasitic (Toxoplasma gondii and Trichinella spp.) pathogens from large quantities (<100 g) of host tissue. We then designed and validated two multiplexed probe-based ddPCR assays for the amplification and detection of the low-concentration target DNA. Validations used 48 polar bear tissues (muscle and liver). We detected 14, 1, 3, 4, and 22 tissue positives for E. rhusiopathiae, F. tularensis, M. tuberculosis complex, T. gondii, and Trichinella spp., respectively. These multiplexed assays offer a rapid, specific tool for quantifying and monitoring the changing geographical and host distributions of pathogens relevant to human and animal health.
Collapse
Affiliation(s)
| | | | - Marsha Branigan
- Department of Environment and Natural ResourcesGovernment of the Northwest TerritoriesInuvikNorthwest TerritoriesCanada
| | - Markus Dyck
- Department of EnvironmentGovernment of NunavutIgloolikNunavutCanada
| | - Zhengxin Sun
- Department of BiologyQueen's UniversityKingstonOntarioCanada
| | | |
Collapse
|
8
|
da Silva M, Souza K, Bezerra T, Silva T, Fernades D, Silva F, Araújo L, Almeida A, Oliveira M. Unlocking the molecular realm: advanced approaches for identifying clinically and environmentally relevant bacteria. Braz J Med Biol Res 2023; 56:e12894. [PMID: 37851790 PMCID: PMC10578128 DOI: 10.1590/1414-431x2023e12894] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Accepted: 08/10/2023] [Indexed: 10/20/2023] Open
Abstract
Rapid, effective, and specific identification of clinical and environmental bacterial pathogens is of major importance for their control. Traditionally, bacteria have been identified by phenotypic methods based on morphological, biochemical, and metabolic properties. While these methods are very useful in clinical practice, they have limitations including a poor ability to differentiate within and between species and time-consuming workflows. Newly developed molecular methods can greatly improve the accuracy of taxonomic characterization, identifying specific strains of medical or environmental importance. However, due to high costs and the need for trained professionals, these methods are not yet routine in diagnostic laboratories. Thus, disseminating knowledge on advances in molecular identification techniques is pivotal to make these methodologies accessible. The objective of this work was to review and discuss current molecular techniques for bacteria identification aiming to track and monitor microbial agents in clinical and environmental samples.
Collapse
Affiliation(s)
- M.R.F. da Silva
- Departamento de Bioquímica, Universidade Federal de Pernambuco, Recife, PE, Brasil
| | - K. Souza
- Departamento de Bioquímica, Universidade Federal de Pernambuco, Recife, PE, Brasil
| | - T. Bezerra
- Departamento de Microbiologia, Instituto Aggeu Magalhães, FIOCRUZ PE, Recife, PE, Brasil
| | - T. Silva
- Departamento de Bioquímica, Universidade Federal de Pernambuco, Recife, PE, Brasil
| | - D. Fernades
- Departamento de Microbiologia, Instituto Aggeu Magalhães, FIOCRUZ PE, Recife, PE, Brasil
| | - F. Silva
- Departamento de Tecnologia Bioquímico-Farmacêutica, Universidade de São Paulo, São Paulo, SP, Brasil
| | - L. Araújo
- Departamento de Bioquímica, Universidade Federal de Pernambuco, Recife, PE, Brasil
| | - A. Almeida
- Departamento de Microbiologia, Instituto Aggeu Magalhães, FIOCRUZ PE, Recife, PE, Brasil
| | - M. Oliveira
- Departamento de Bioquímica, Universidade Federal de Pernambuco, Recife, PE, Brasil
| |
Collapse
|
9
|
Nuraeni U, Malau J, Astuti RT, Dewantoro A, Apriori D, Lusiana ED, Prasetya B. Droplet digital PCR versus real-time PCR for in-house validation of porcine detection and quantification protocol: An artificial recombinant plasmid approach. PLoS One 2023; 18:e0287712. [PMID: 37450440 PMCID: PMC10348585 DOI: 10.1371/journal.pone.0287712] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 06/09/2023] [Indexed: 07/18/2023] Open
Abstract
Authenticity and traceability are essential for modern food and medicine inspection, and reliable techniques are important for the trade of halal foods, which reach more than 20 percent of the world market. A sensitive and accurate porcine detection method is required to develop a conformity assessment system that includes laboratory testing for porcine-free certification. This study proposes a procedure that could be incorporated into the development of a standardized control and protocol for real-time PCR (qPCR) methods and their traceability using droplet digital PCR (ddPCR). The design used a recombinant pUC57 plasmid as an amplification target to carry the 97 bp fragment of the porcine ATCB gene. The absolute quantification and linearity assessment showed high precision with R2 values of 0.9971 and 0.9998 for qPCR and ddPCR, respectively. In general, both methods showed comparable results in terms of linearity and detection limit. However, both limit of detection assessments showed high sensitivity, although ddPCR showed a slightly higher sensitivity than that of qPCR, especially at low DNA concentrations. Multiple-sample and inter-participatory testing evaluations revealed a high sensitivity, broad applicability, and robustness of the qPCR method. Therefore, we conclude that based on a recombinant plasmid analysis with a low quantity (less than five copy number), the digital PCR method produced more reliable results. These results could provide scientific information for regulatory authorities, especially those in Indonesia, to consider the development and formulation of a well-established qPCR protocol for porcine detection using expected DNA concentrations.
Collapse
Affiliation(s)
- Umi Nuraeni
- Laboratory of National Measurement Standards of Biology, The National Standard Agency of Indonesia (BSN), South Tangerang, Banten, Indonesia
| | - Jekmal Malau
- Department of Pharmacy, Faculty of Health Science, Universitas Singaperbangsa Karawang, West Java, Indonesia
| | - Retno Tri Astuti
- Department of Fisheries Product Technology, Faculty of Fisheries and Marine Science, Universitas Brawijaya, East Java, Indonesia
| | - Auraga Dewantoro
- Research Center for Genetic Engineering, The National Research and Innovation Agency of Indonesia (BRIN), Bogor, Indonesia
| | - Dini Apriori
- Laboratory of National Measurement Standards of Biology, The National Standard Agency of Indonesia (BSN), South Tangerang, Banten, Indonesia
| | - Evellin Dewi Lusiana
- Department of Aquatic Resource Management, Faculty of Fisheries and Marine Science, Universitas Brawijaya, East Java, Indonesia
| | - Bambang Prasetya
- Research Center for Testing Technology and Standards, The National Research and Innovation Agency of Indonesia (BRIN), South Tangerang, Indonesia
| |
Collapse
|
10
|
Luigi M, Manglli A, Corrado CL, Tiberini A, Costantini E, Ferretti L, Tomassoli L, Bertin S. Development, Validation, and Application of Reverse Transcription Real-Time and Droplet Digital PCR Assays for the Detection of the Potyviruses Watermelon Mosaic Virus and Zucchini Yellow Mosaic Virus in Cucurbits. PLANTS (BASEL, SWITZERLAND) 2023; 12:2364. [PMID: 37375989 DOI: 10.3390/plants12122364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 05/29/2023] [Accepted: 06/12/2023] [Indexed: 06/29/2023]
Abstract
Among the cucurbit-infecting viruses, watermelon mosaic virus (WMV) and zucchini yellow mosaic virus (ZYMV) (Potyvirus: Potyviridae) are responsible for severe symptoms on cucumber, melon, watermelon, and zucchini cultivations worldwide. In this study, reverse transcription real-time PCR (real-time RT-PCR) and droplet-digital PCR (RT-ddPCR) assays targeting the coat protein (CP) genes of WMV and ZYMV were developed and validated according to the international standards of plant pest diagnosis (EPPO PM 7/98 (5)). First, the diagnostic performance of WMV-CP and ZYMV-CP real-time RT-PCRs was evaluated, and the assays displayed an analytical sensitivity of 10-5 and 10-3, respectively. The tests also showed an optimal repeatability, reproducibility and analytical specificity, and were reliable for the virus detection in naturally infected samples and across a wide range of cucurbit hosts. Based on these results, the real-time RT-PCR reactions were adapted to set up RT-ddPCR assays. These were the first RT-ddPCR assays aiming at the detection and quantification of WMV and ZYMV and showed a high sensitivity, being able to detect until 9 and 8 copies/µL of WMV or ZYMV, respectively. The RT-ddPCRs allowed the direct estimation of the virus concentrations and opened to a broad range of applications in disease management, such as the evaluation of partial resistance in breeding processes, identification of antagonistic/synergistic events, and studies on the implementation of natural compounds in the integrated management strategies.
Collapse
Affiliation(s)
- Marta Luigi
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| | - Ariana Manglli
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| | - Carla Libia Corrado
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| | - Antonio Tiberini
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| | - Elisa Costantini
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| | - Luca Ferretti
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| | - Laura Tomassoli
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| | - Sabrina Bertin
- Research Centre for Plant Protection and Certification, Council for Agricultural Research and Economics, 00156 Rome, Italy
| |
Collapse
|
11
|
Van Poelvoorde LAE, Picalausa C, Gobbo A, Verhaegen B, Lesenfants M, Herman P, Van Hoorde K, Roosens NHC. Development of a Droplet Digital PCR to Monitor SARS-CoV-2 Omicron Variant BA.2 in Wastewater Samples. Microorganisms 2023; 11:microorganisms11030729. [PMID: 36985302 PMCID: PMC10059707 DOI: 10.3390/microorganisms11030729] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/07/2023] [Accepted: 03/10/2023] [Indexed: 03/14/2023] Open
Abstract
Wastewater-based surveillance can be used as a complementary method to other SARS-CoV-2 surveillance systems. It allows the emergence and spread of infections and SARS-CoV-2 variants to be monitored in time and place. This study presents an RT-ddPCR method that targets the T19I amino acid mutation in the spike protein of the SARS-CoV-2 genomes, which is specific to the BA.2 variant (omicron). The T19I assay was evaluated both in silico and in vitro for its inclusivity, sensitivity, and specificity. Moreover, wastewater samples were used as a proof of concept to monitor and quantify the emergence of the BA.2 variant from January until May 2022 in the Brussels-Capital Region which covers a population of more than 1.2 million inhabitants. The in silico analysis showed that more than 99% of the BA.2 genomes could be characterized using the T19I assay. Subsequently, the sensitivity and specificity of the T19I assay were successfully experimentally evaluated. Thanks to our specific method design, the positive signal from the mutant probe and wild-type probe of the T19I assay was measured and the proportion of genomes with the T19I mutation, characteristic of the BA.2 mutant, compared to the entire SARS-CoV-2 population was calculated. The applicability of the proposed RT-ddPCR method was evaluated to monitor and quantify the emergence of the BA.2 variant over time. To validate this assay as a proof of concept, the measurement of the proportion of a specific circulating variant with genomes containing the T19I mutation in comparison to the total viral population was carried out in wastewater samples from wastewater treatment plants in the Brussels-Capital Region in the winter and spring of 2022. This emergence and proportional increase in BA.2 genomes correspond to what was observed in the surveillance using respiratory samples; however, the emergence was observed slightly earlier, which suggests that wastewater sampling could be an early warning system and could be an interesting alternative to extensive human testing.
Collapse
Affiliation(s)
| | - Corinne Picalausa
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium
| | - Andrea Gobbo
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium
| | | | - Marie Lesenfants
- Epidemiology of Infectious Diseases, Sciensano, 1050 Brussels, Belgium
| | | | | | - Nancy H. C. Roosens
- Transversal Activities in Applied Genomics, Sciensano, 1050 Brussels, Belgium
- Correspondence:
| |
Collapse
|
12
|
Rapid identification and absolute quantitation of zero tolerance-Salmonella enterica subsp. enterica serovar Thompson using droplet digital polymerase chain reaction. Lebensm Wiss Technol 2023. [DOI: 10.1016/j.lwt.2022.114333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
|
13
|
Huang C, Zheng R, Ding Y, Sam RN, Wang X. Dual phage amplification-mediated multiplex real-time PCR detection strategies for the simultaneous detection of Salmonella enterica and Staphylococcus aureus. Talanta 2022. [DOI: 10.1016/j.talanta.2022.124095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
14
|
Okidi L, Ongeng D, Muliro PS, Matofari JW. Agroecology influences Salmonella food contamination with high exposure risk among children in Karamoja sub-region: A high diarrhoea prevalent locality in Uganda. Heliyon 2022; 8:e11703. [DOI: 10.1016/j.heliyon.2022.e11703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 07/15/2022] [Accepted: 11/11/2022] [Indexed: 11/21/2022] Open
|
15
|
Boubegtitene A, Merret R. Monitoring mRNA Half-Life in Arabidopsis Using Droplet Digital PCR. PLANTS (BASEL, SWITZERLAND) 2022; 11:2616. [PMID: 36235485 PMCID: PMC9571659 DOI: 10.3390/plants11192616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 09/29/2022] [Accepted: 10/04/2022] [Indexed: 06/16/2023]
Abstract
mRNA decay is an important process in post-transcriptional regulation; in addition, it plays a crucial role in plant development and response to stress. The development of new tools to quantify mRNA decay intermediates is thus important to better characterize the dynamic of mRNA decay in various conditions. Here, we applied droplet digital PCR (ddPCR), a recent and precise PCR technology, to determine mRNA half-life in Arabidopsis seedlings. We demonstrated that ddPCR can correctly assess mRNA half-life from a wide variety of transcripts in a reproducible manner. We also demonstrated that thanks to multiplexing mRNA, the half-life of multiple transcripts can be followed in the same reaction. As ddPCR allows precise quantification, we proposed that this approach is highly suitable when a low amount of RNA is available; for the detection of many targets or for the analysis of lowly expressed transcripts.
Collapse
Affiliation(s)
- Alexandre Boubegtitene
- CNRS-LGDP UMR 5096, 58 Avenue Paul Alduy, 66860 Perpignan, France
- Université de Perpignan Via Domitia, LGDP-UMR 5096, 58 Avenue Paul Alduy, 66860 Perpignan, France
| | - Rémy Merret
- CNRS-LGDP UMR 5096, 58 Avenue Paul Alduy, 66860 Perpignan, France
- Université de Perpignan Via Domitia, LGDP-UMR 5096, 58 Avenue Paul Alduy, 66860 Perpignan, France
| |
Collapse
|
16
|
Badia-Bringué G, Canive M, Casais R, Blanco-Vázquez C, Amado J, Iglesias N, González A, Bascones M, Juste RA, Alonso-Hearn M. Evaluation of a droplet digital PCR assay for quantification of Mycobacterium avium subsp. paratuberculosis DNA in whole-blood and fecal samples from MAP-infected Holstein cattle. Front Vet Sci 2022; 9:944189. [PMID: 36246323 PMCID: PMC9563315 DOI: 10.3389/fvets.2022.944189] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 09/02/2022] [Indexed: 01/17/2023] Open
Abstract
Bovine paratuberculosis (PTB) is an infectious disease that affects ruminants worldwide and is a burden on the dairy industry. PTB control measures include culling of Mycobacterium avium subsp. paratuberculosis (MAP)-infected animals from the herd and the enhancement of farm-biosecurity measures. Diagnostics tools for the direct detection of MAP are fecal real-time qPCR and bacteriological culture, the last one being considered the gold standard. However, both show limitations for detecting subclinical MAP-infected cattle with low bacterial load in feces and gut tissues. Droplet digital polymerase chain reaction (ddPCR) is a third-generation PCR method that shows high reproducibility for the quantification of low DNA copy numbers. The objective of this study was to design a ddPCR assay to detect and quantify a fragment of the F57 MAP-specific sequence in samples of naturally MAP-infected Holstein cattle. DNA was isolated from whole-blood and fecal samples from control cows with a negative ELISA and qPCR result (N = 75) and from cows with PTB-associated focal (N = 32), multifocal (N = 21), and diffuse lesions (N = 17) in gut tissues. After ddPCR, the DNA extracted from fecal samples of cows with diffuse lesions showed higher mean copies per microliter (13,791.2 copies/μl) than samples from cows with multifocal lesions (78.8 copies/μl), focal lesions (177.1 copies/μl) or control cows (4.8 copies/μl) (P ≤ 0.05). Significant differences in mean DNA copies/μl were also observed in the blood samples from cows with focal lesions (47.7 copies/μl) when compared with cows with multifocal and diffuse lesions; 18.1 and 12.4 copies/μl, respectively. Using a principal component analysis, the results of the fecal ddPCR clustered together with the results of a commercial ELISA for the specific detection of MAP antibodies, fecal and tissue qPCR, and bacteriological culture results. In contrast, blood ddPCR results clustered together with the results of an ELISA for the detection of a biomarker of subclinical PTB, the ABCA13 transporter. Blood ddPCR was the most sensitive tool (sensitivity 71%, specificity 100%) of all the quantitative methods used in the study for the detection of subclinical cows with focal lesions.
Collapse
Affiliation(s)
- Gerard Badia-Bringué
- Department of Animal Health, NEIKER- Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance, Derio, Spain
- Doctoral Program in Molecular Biology and Biomedicine, Universidad del País Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), Leioa, Spain
| | - Maria Canive
- Department of Animal Health, NEIKER- Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance, Derio, Spain
| | - Rosa Casais
- Center for Animal Biotechnology, Servicio Regional de Investigación y Desarrollo Agroalimentario, Deva, Spain
| | - Cristina Blanco-Vázquez
- Center for Animal Biotechnology, Servicio Regional de Investigación y Desarrollo Agroalimentario, Deva, Spain
| | - Javier Amado
- Department of Microbiology, Laboratorio Regional de Sanidad Animal del Principado de Asturias, Gijón, Spain
| | - Natalia Iglesias
- Center for Animal Biotechnology, Servicio Regional de Investigación y Desarrollo Agroalimentario, Deva, Spain
| | - Aitor González
- Department of Conservation of Natural Resources, NEIKER- Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance, Derio, Spain
| | - Mertxe Bascones
- Department of Animal Health, NEIKER- Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance, Derio, Spain
| | - Ramon A. Juste
- Department of Animal Health, NEIKER- Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance, Derio, Spain
| | - Marta Alonso-Hearn
- Department of Animal Health, NEIKER- Basque Institute for Agricultural Research and Development, Basque Research and Technology Alliance, Derio, Spain
- *Correspondence: Marta Alonso-Hearn
| |
Collapse
|
17
|
Cazals A, Rau A, Estellé J, Bruneau N, Coville JL, Menanteau P, Rossignol MN, Jardet D, Bevilacqua C, Bed’Hom B, Velge P, Calenge F. Comparative analysis of the caecal tonsil transcriptome in two chicken lines experimentally infected with Salmonella Enteritidis. PLoS One 2022; 17:e0270012. [PMID: 35976909 PMCID: PMC9384989 DOI: 10.1371/journal.pone.0270012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 08/03/2022] [Indexed: 11/18/2022] Open
Abstract
Managing Salmonella enterica Enteritidis (SE) carriage in chicken is necessary to ensure human food safety and enhance the economic, social and environmental sustainability of chicken breeding. Salmonella can contaminate poultry products, causing human foodborne disease and economic losses for farmers. Both genetic selection for a decreased carriage and gut microbiota modulation strategies could reduce Salmonella propagation in farms. Two-hundred and twenty animals from the White Leghorn inbred lines N and 61 were raised together on floor, infected by SE at 7 days of age, transferred into isolators to prevent oro-fecal recontamination and euthanized at 12 days post-infection. Caecal content DNA was used to measure individual Salmonella counts (ISC) by droplet digital PCR. A RNA sequencing approach was used to measure gene expression levels in caecal tonsils after infection of 48 chicks with low or high ISC. The analysis between lines identified 7516 differentially expressed genes (DEGs) corresponding to 62 enriched Gene Ontology (GO) Biological Processes (BP) terms. A comparison between low and high carriers allowed us to identify 97 DEGs and 23 enriched GO BP terms within line 61, and 1034 DEGs and 288 enriched GO BP terms within line N. Among these genes, we identified several candidate genes based on their putative functions, including FUT2 or MUC4, which could be involved in the control of SE infection, maybe through interactions with commensal bacteria. Altogether, we were able to identify several genes and pathways associated with differences in SE carriage level. These results are discussed in relation to individual caecal microbiota compositions, obtained for the same animals in a previous study, which may interact with host gene expression levels for the control of the caecal SE load.
Collapse
Affiliation(s)
- Anaïs Cazals
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
- Mouse Genetics Laboratory, Department of Genomes and Genetics, Institut Pasteur, Paris, France
| | - Andrea Rau
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
- BioEcoAgro Joint Research Unit, INRAE, Université de Liège, Université de Lille, Université de Picardie Jules Verne, Peronne, France
| | - Jordi Estellé
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | - Nicolas Bruneau
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | - Jean-Luc Coville
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | | | | | - Deborah Jardet
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | - Claudia Bevilacqua
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | - Bertrand Bed’Hom
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
| | - Philippe Velge
- UMR ISP, INRAE, Université F. Rabelais, Nouzilly, France
| | - Fanny Calenge
- Université Paris-Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France
- * E-mail:
| |
Collapse
|
18
|
Mao X, Zhao Y, Jiang J, Du Q, Tu B, Li J, Wang F. Sensitive and high-accuracy detection of Salmonella based on CRISPR/Cas12a combined with recombinase polymerase amplification. Lett Appl Microbiol 2022; 75:899-907. [PMID: 35694840 DOI: 10.1111/lam.13765] [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: 02/18/2022] [Revised: 06/06/2022] [Accepted: 06/08/2022] [Indexed: 11/30/2022]
Abstract
Salmonella is a crucial food-borne pathogen causing food poisoning, leading to severe public health events. Here, we developed a technique by integrating recombinase polymerase amplification with CRISPR-LbCas12a and employing two targets with engineered crRNA for detection of Salmonella (RPA-LbCas12a-TTECDS). Our findings revealed that this novel method rapidly detects trace Salmonella in food through fluorescence intensity and provides a template for other food-borne pathogen detection methods. Further, crRNA was optimized to increase detection sensitivity. Double targets were used to enhance the detection accuracy, reaching the level of qPCR, which was superior to fluorescent RPA. The RPA-LbCas12a-TTECDS system specifically detected Salmonella levels as low as 50 CFU per ml at 37°C in 1 h. In summary, a simple, rapid, sensitive and high accuracy detection technique based on CRISPR-Cas12a was created for Salmonella detection without complicated equipment.
Collapse
Affiliation(s)
- X Mao
- Pathogen Inspection Center, Changzhou Center for Disease Prevention and Control, Changzhou, China
| | - Y Zhao
- Pathogen Inspection Center, Changzhou Center for Disease Prevention and Control, Changzhou, China
| | - J Jiang
- Pathogen Inspection Center, Changzhou Center for Disease Prevention and Control, Changzhou, China
| | - Q Du
- Pathogen Inspection Center, Changzhou Center for Disease Prevention and Control, Changzhou, China
| | - B Tu
- Pathogen Inspection Center, Changzhou Center for Disease Prevention and Control, Changzhou, China
| | - J Li
- Pathogen Inspection Center, Changzhou Center for Disease Prevention and Control, Changzhou, China
| | - F Wang
- Pathogen Inspection Center, Changzhou Center for Disease Prevention and Control, Changzhou, China
| |
Collapse
|
19
|
Suresh R, Rajendran S, Kumar PS, Hoang TKA, Soto-Moscoso M, Jalil AA. Recent developments on graphene and its derivatives based electrochemical sensors for determinations of food contaminants. Food Chem Toxicol 2022; 165:113169. [PMID: 35618108 DOI: 10.1016/j.fct.2022.113169] [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: 03/07/2022] [Revised: 05/09/2022] [Accepted: 05/18/2022] [Indexed: 10/18/2022]
Abstract
The sensing of food contaminants is essential to prevent their adverse health effects on the consumers. Electrochemical sensors are promising in the determination of electroactive analytes including food pollutants, biomolecules etc. Graphene nanomaterials offer many benefits as electrode material in a sensing device. To further improve the analytical performance, doped graphene or derivatives of graphene such as reduced graphene oxide and their nanocomposites were explored as electrode materials. Herein, the advancements in graphene and its derivatives-based electrochemical sensors for analysis of food pollutants were summarized. Determinations of both organic (food colourants, pesticides, drugs, etc.) and inorganic pollutants (metal cations and anions) were considered. The influencing factors including nature of electrode materials and food pollutants, pH, electroactive surface area etc., on the sensing performances of modified electrodes were highlighted. The results of pollutant detection in food samples by the graphene-based electrode have also been outlined. Lastly, conclusions and current challenges in effective real sample detection were presented.
Collapse
Affiliation(s)
- R Suresh
- Departamento de Ingeniería Mecánica, Facultad de Ingeniería, Universidad de Tarapacá, Avda. General Velásquez 1775, Arica, Chile
| | - Saravanan Rajendran
- Departamento de Ingeniería Mecánica, Facultad de Ingeniería, Universidad de Tarapacá, Avda. General Velásquez 1775, Arica, Chile.
| | - P Senthil Kumar
- Department of Chemical Engineering, Sri Sivasubramaniya Nadar College of Engineering, Chennai, 603 110, India
| | - Tuan K A Hoang
- Centre of Excellence in Transportation Electrification and Energy Storage, Hydro-Québec, 1806, boul. Lionel-Boulet, Varennes, J3X 1S1, Canada
| | | | - A A Jalil
- School of Chemical and Energy Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310, UTM Johor Bahru, Johor, Malaysia; Centre of Hydrogen Energy, Institute of Future Energy, 81310, UTM Johor Bahru, Johor, Malaysia
| |
Collapse
|
20
|
Choi CH, Kim E, Yang SM, Kim DS, Suh SM, Lee GY, Kim HY. Comparison of Real-Time PCR and Droplet Digital PCR for the Quantitative Detection of Lactiplantibacillus plantarum subsp. plantarum. Foods 2022; 11:foods11091331. [PMID: 35564054 PMCID: PMC9105557 DOI: 10.3390/foods11091331] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/26/2022] [Accepted: 04/30/2022] [Indexed: 12/04/2022] Open
Abstract
Droplet digital polymerase chain reaction (ddPCR) is one of the newest and most promising tools providing absolute quantification of target DNA molecules. Despite its emerging applications in microorganisms, few studies reported its use for detecting lactic acid bacteria. This study evaluated the applicability of a ddPCR assay targeting molecular genes obtained from in silico analysis for detecting Lactiplantibacillus plantarum subsp. plantarum, a bacterium mainly used as a starter or responsible for fermentation in food. The performance characteristics of a ddPCR were compared to those of a quantitative real-time PCR (qPCR). To compare the linearity and sensitivity of a qPCR and ddPCR, the calibration curve for a qPCR and the regression curve for a ddPCR were obtained using genomic DNA [102−108 colony-forming units (CFU)/mL] extracted from a pure culture and spiked food sample. Both the qPCR and ddPCR assays exhibited good linearity with a high coefficient of determination in the pure culture and spiked food sample (R2 ≥ 0.996). The ddPCR showed a 10-fold lower limit of detection, suggesting that a ddPCR is more sensitive than a qPCR. However, a ddPCR has limitations in the absolute quantitation of high bacterial concentrations (>106 CFU/mL). In conclusion, a ddPCR can be a reliable method for detecting and quantifying lactic acid bacteria in food.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Hae-Yeong Kim
- Correspondence: ; Tel.: +82-31-201-2600; Fax: +82-31-204-8116
| |
Collapse
|
21
|
Advances in improvement strategies of digital nucleic acid amplification for pathogen detection. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116568] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
|
22
|
Zhang Z, Li X, Liu H, Zamyadi A, Guo W, Wen H, Gao L, Nghiem LD, Wang Q. Advancements in detection and removal of antibiotic resistance genes in sludge digestion: A state-of-art review. BIORESOURCE TECHNOLOGY 2022; 344:126197. [PMID: 34710608 DOI: 10.1016/j.biortech.2021.126197] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Revised: 10/16/2021] [Accepted: 10/19/2021] [Indexed: 06/13/2023]
Abstract
Sludge from wastewater treatment plants can act as a repository and crucial environmental provider of antibiotic resistance genes (ARGs). Over the past few years, people's knowledge regarding the occurrence and removal of ARGs in sludge has broadened remarkably with advancements in molecular biological techniques. Anaerobic and aerobic digestion were found to effectively achieve sludge reduction and ARGs removal. This review summarized advanced detection and removal techniques of ARGs, in the last decade, in the sludge digestion field. The fate of ARGs due to different sludge digestion strategies (i.e., anaerobic and aerobic digestion under mesophilic or thermophilic conditions, and in combination with relevant pretreatment technologies (e.g., thermal hydrolysis pretreatment, microwave pretreatment and alkaline pretreatment) and additives (e.g., ferric chloride and zero-valent iron) were systematically summarized and compared in this review. To date, this is the first review that provides a comprehensive assessment of the state-of-the-art technologies and future recommendations.
Collapse
Affiliation(s)
- Zehao Zhang
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Xuan Li
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia.
| | - Huan Liu
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Arash Zamyadi
- Water Research Australia Limited, Melbourne & Adelaide SA 5001, Australia
| | - Wenshan Guo
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Haiting Wen
- School of Environment and Nature Resources, Renmin University of China, Beijing 100872, PR China
| | - Li Gao
- South East Water, 101 Wells Street, Frankston, VIC 3199, Australia
| | - Long D Nghiem
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Qilin Wang
- Centre for Technology in Water and Wastewater, School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW 2007, Australia
| |
Collapse
|
23
|
Temisak S, Thangsunan P, Boonnil J, Yenchum W, Hongthong K, Oss Boll H, Yata T, Rios‐Solis L, Morris P. Accurate determination of meat mass fractions using DNA measurements for quantifying meat adulteration by digital PCR. Int J Food Sci Technol 2021. [DOI: 10.1111/ijfs.15375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Sasithon Temisak
- Bioanalysis Group, Chemical Metrology and Biometry Department National Institute of Metrology (NIMT) Pathum Thani Thailand
| | - Pattanapong Thangsunan
- Bioanalysis Group, Chemical Metrology and Biometry Department National Institute of Metrology (NIMT) Pathum Thani Thailand
| | - Jiranun Boonnil
- Bioanalysis Group, Chemical Metrology and Biometry Department National Institute of Metrology (NIMT) Pathum Thani Thailand
| | - Watiporn Yenchum
- Bioanalysis Group, Chemical Metrology and Biometry Department National Institute of Metrology (NIMT) Pathum Thani Thailand
| | - Kanjana Hongthong
- Bioanalysis Group, Chemical Metrology and Biometry Department National Institute of Metrology (NIMT) Pathum Thani Thailand
| | - Heloísa Oss Boll
- Department of Genetics and Morphology Institute of Biological Sciences University of Brasília Brasília Federal District Brazil
- Institute for Bioengineering School of Engineering University of Edinburgh Kings Buildings Edinburgh UK
- Centre for Synthetic and Systems Biology (SynthSys) University of Edinburgh Kings Buildings Edinburgh UK
| | - Teerapong Yata
- Faculty of Veterinary Science Chulalongkorn University Bangkok Thailand
| | - Leonardo Rios‐Solis
- Institute for Bioengineering School of Engineering University of Edinburgh Kings Buildings Edinburgh UK
- Centre for Synthetic and Systems Biology (SynthSys) University of Edinburgh Kings Buildings Edinburgh UK
| | - Phattaraporn Morris
- Bioanalysis Group, Chemical Metrology and Biometry Department National Institute of Metrology (NIMT) Pathum Thani Thailand
| |
Collapse
|
24
|
Nilghaz A, Mousavi SM, Li M, Tian J, Cao R, Wang X. Paper-based microfluidics for food safety and quality analysis. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2021.08.029] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
|
25
|
De Medici D, Rodriguez-Lazaro D, Cook N. Editorial: New Advances in Identification and Quantification of Foodborne Pathogens. Front Microbiol 2021; 12:783406. [PMID: 34790189 PMCID: PMC8591479 DOI: 10.3389/fmicb.2021.783406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 10/07/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
| | - David Rodriguez-Lazaro
- Microbiology Division, Faculty of Sciences, University of Burgos, Burgos, Spain.,Centre for Emerging Pathogens and Global Health, University of Burgos, Burgos, Spain
| | - Nigel Cook
- Jorvik Food and Environmental Virology Ltd., York, United Kingdom
| |
Collapse
|
26
|
Cristiano D, Peruzy MF, Aponte M, Mancusi A, Proroga YTR, Capuano F, Murru N. Comparison of droplet digital PCR vs real-time PCR for Yersinia enterocolitica detection in vegetables. Int J Food Microbiol 2021; 354:109321. [PMID: 34225034 DOI: 10.1016/j.ijfoodmicro.2021.109321] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 06/18/2021] [Accepted: 06/21/2021] [Indexed: 11/30/2022]
Abstract
Yersiniosis - the 4th most commonly reported zoonosis in the European Union - is caused by the consumption of food contaminated with the bacterium Yersinia enterocolitica. The number of human cases and contaminated food samples is probably underestimated since conventional molecular methods currently proposed for Yersinia enterocolitica detection proved to have several limitations. Critical issues associated with the detection of Yersinia enterocolitica in meat and/or meat product has already been investigated, whereas data on the possible limits of the molecular methods for Yersinia enterocolitica detection in vegetables are still lacking. According to ISO method (ISO 18867:2015), real-time polymerase chain reaction (rtPCR) should be adopted for Yersinia enterocolitica detection, even if it proved to be affected by some biases. Recently, Droplet Digital PCR (ddPCR) has been introduced as a useful tool to detect and quantify different pathogenic bacteria in complex food matrices. However, its potential application for Yersinia enterocolitica detection in vegetables has never been investigated before. In the present study two molecular platforms (rtPCR and ddPCR) were used to evaluate the pathogen's behaviour in experimentally contaminated leafy greens (Lactuca sativa L.) and to assess the rate of detection achievable after the incubation for eleven days at different temperatures. By comparing, noticeable differences emerged between the two technical approaches: only ddPCR allowed the detection of the pathogen in leafy greens when contaminated at low levels. Moreover, results of the present work highlighted the importance of length and temperature of incubation on the survival and/or the growth of Yersinia enterocolitica in vegetables: at 18 and 25 °C the concentration of the pathogen considerably decreases along incubation. Based on data, the use of rtPCR leads to an underestimation of the true prevalence of pathogenic Y. enterocolitica in vegetables, while temperature and time currently proposed for Y. enterocolitica (25 °C for 24 h), allow optimizing detection. To conclude, ddPCR may be undoubtedly proposed as a reliable alternative strategy for the quick detection of the pathogen in food samples.
Collapse
Affiliation(s)
- D Cristiano
- Department of Food Microbiology, Istituto Zooprofilattico Sperimentale del Mezzogiorno, Via Salute, 2, 8055 Portici, NA, Italy
| | - M F Peruzy
- Department of Veterinary Medicine and Animal Production, University of Naples "Federico II", Via Delpino 1, 80137 Napoli, Italy.
| | - M Aponte
- Department of Agricultural Sciences, University of Naples 'Federico II', Via Università 100, Portici, NA, Italy
| | - A Mancusi
- Department of Food Microbiology, Istituto Zooprofilattico Sperimentale del Mezzogiorno, Via Salute, 2, 8055 Portici, NA, Italy
| | - Y T R Proroga
- Department of Food Microbiology, Istituto Zooprofilattico Sperimentale del Mezzogiorno, Via Salute, 2, 8055 Portici, NA, Italy
| | - F Capuano
- Department of Food Microbiology, Istituto Zooprofilattico Sperimentale del Mezzogiorno, Via Salute, 2, 8055 Portici, NA, Italy
| | - N Murru
- Department of Veterinary Medicine and Animal Production, University of Naples "Federico II", Via Delpino 1, 80137 Napoli, Italy; Task Force on Microbiome Studies, University of Naples Federico II, Naples, Italy
| |
Collapse
|
27
|
Development of a genomic DNA reference material for Salmonella enteritidis detection using polymerase chain reaction. Mol Cell Probes 2020; 55:101690. [PMID: 33345976 DOI: 10.1016/j.mcp.2020.101690] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 11/28/2020] [Accepted: 12/11/2020] [Indexed: 01/18/2023]
Abstract
Several rapid methods based on nucleic acids can detect foodborne pathogens, such as Salmonella spp. However, a common reference that enables metrological traceability among measurement results is not available. Reference materials (RM) are thus key to guarantee methodological comparability. This study developed a candidate genomic DNA reference material for Salmonella enteritidis quantification to establish performance conditions and reference values for normalized RM production. The growth of Salmonella enteritidis ATCC® 13076 in Rappaport Vassiliadis selective medium was characterized, and we optimized a method of DNA extraction using cetrimonium bromide (CTAB) and LiCl. In a first stage six concentrations of DNA were prepared with and without yeast RNA (40 ng/μL) to evaluate its effect as a stabilizer in terms of homogeneity and short-term stability. Based on the findings, in a second stage two DNA concentrations were prepared and a reference value with its uncertainty was assigned based on the results of characterization, homogeneity, and stability studies using digital polymerase chain reaction and the gene targets, invA, ttr, and hilA. The material was stable for 9 months at 4 °C, with a expanded uncertainty contribution range of 11%-14%. The novel candidate RM is the first to be developed nationwide and will improve the quality of measurements in the area of food safety.
Collapse
|