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Matsumura Y, Noguchi T, Shinohara K, Yamamoto M, Nagao M. Development and evaluation of three automated media pooling and molecular diagnostic systems for the detection of SARS-CoV-2. Microbiol Spectr 2024; 12:e0368423. [PMID: 38289934 PMCID: PMC10913432 DOI: 10.1128/spectrum.03684-23] [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: 10/19/2023] [Accepted: 12/22/2023] [Indexed: 02/01/2024] Open
Abstract
Pooled testing combined with molecular diagnostics for the detection of SARS-CoV-2 is a promising method that can increase testing capacities and save costs. However, pooled testing is also associated with the risks of decreased test sensitivity and specificity. To perform reliable pooled testing, we developed and validated three automated media pooling and molecular diagnostic systems. These pooling systems (geneLEAD-PS, Panther-PS, and Biomek-PS) comprised existing automated molecular detection platforms, corresponding automated media pooling devices, and laboratory information management systems. Analytical sensitivity analysis and mock sample evaluation were performed, and the obtained data were used to determine the sizes of the pool for the validation study. In the validation study, a total of 2,448, 3,228, and 6,420 upper respiratory samples were used for geneLEAD-PS, Panther-PS, and Biomek-PS, respectively, and the diagnostic performances were compared with the reference RT‒PCR assay. A pool size of 6 for geneLEAD-PS and a pool size of 4 for Panther-PS and Biomek-PS were selected for the validation studies. All three systems showed high positive percent agreement values of ≥90.5% and negative percent agreement values of ≥99.8% for any specimen type. Pooled testing resulted in a 65%-71% reduction in cost per sample. The testing capacities of geneLEAD-PS, Panther-PS, and Biomek-PS were 144 samples in 3 hours, 384 samples in 5.5 hours, and 376 samples in 4 hours, respectively. The developed pooling systems showed robust diagnostic performances and will increase the testing capacities of molecular diagnostic tests while saving costs and may contribute to infection control of COVID-19.IMPORTANCEDuring the COVID-19 pandemic, there have been surges in demand for accurate molecular diagnostic testing and laboratory supply shortages. Pooled testing combined with highly sensitive molecular testing, which entails mixing multiple samples as a single sample, is a promising approach to increase testing capacities while reducing the use of consumables. However, pooled testing is associated with risks that compromise diagnostic performance, such as false negatives due to dilution of positive samples or false positives due to cross-contamination. To perform reliable pooled testing, three different pooling systems (an automated pooling device, an automated molecular detection platform, and a laboratory information management system) were developed to accurately interpret pooled testing results. These three systems were validated using multiple clinical samples and showed high concordance with individual testing. The developed pooling systems will contribute to increasing reliable molecular testing capacities while using fewer consumables and saving costs.
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Affiliation(s)
- Yasufumi Matsumura
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Taro Noguchi
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Koh Shinohara
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Masaki Yamamoto
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Miki Nagao
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
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Janssen R, Cuypers L, Laenen L, Keyaerts E, Beuselinck K, Janssenswillen S, Slechten B, Bode J, Wollants E, Van Laethem K, Rector A, Bloemen M, Sijmons A, de Schaetzen N, Capron A, Van Baelen K, Pascal T, Vermeiren C, Bureau F, Vandesompele J, De Smet P, Uten W, Malonne H, Kerkhofs P, De Cock J, Matheeussen V, Verhasselt B, Gillet L, Detry G, Bearzatto B, Degosserie J, Henin C, Pairoux G, Maes P, Van Ranst M, Lagrou K, Dequeker E, André E. Nationwide quality assurance of high-throughput diagnostic molecular testing during the SARS-CoV-2 pandemic: role of the Belgian National Reference Centre. Virol J 2024; 21:40. [PMID: 38341597 PMCID: PMC10858549 DOI: 10.1186/s12985-024-02308-y] [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: 07/28/2023] [Accepted: 01/29/2024] [Indexed: 02/12/2024] Open
Abstract
Since the onset of the coronavirus disease (COVID-19) pandemic in Belgium, UZ/KU Leuven has played a crucial role as the National Reference Centre (NRC) for respiratory pathogens, to be the first Belgian laboratory to develop and implement laboratory developed diagnostic assays for SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) and later to assess the quality of commercial kits. To meet the growing demand for decentralised testing, both clinical laboratories and government-supported high-throughput platforms were gradually deployed across Belgium. Consequently, the role of the NRC transitioned from a specialised testing laboratory to strengthening capacity and coordinating quality assurance. Here, we outline the measures taken by the NRC, the national public health institute Sciensano and the executing clinical laboratories to ensure effective quality management of molecular testing throughout the initial two years of the pandemic (March 2020 to March 2022).
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Affiliation(s)
- Reile Janssen
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium.
| | - Lize Cuypers
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
- Laboratory of Clinical Microbiology, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Leuven, Belgium
| | - Lies Laenen
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
- Laboratory of Clinical Microbiology, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Leuven, Belgium
| | - Els Keyaerts
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
- Laboratory of Clinical Microbiology, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Leuven, Belgium
| | - Kurt Beuselinck
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
| | - Sunita Janssenswillen
- Federal Testing Platform COVID-19, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
| | - Bram Slechten
- Federal Testing Platform COVID-19, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
| | - Jannes Bode
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
| | - Elke Wollants
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Leuven, Belgium
| | - Kristel Van Laethem
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Leuven, Belgium
| | - Annabel Rector
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Leuven, Belgium
| | - Mandy Bloemen
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Leuven, Belgium
| | - Anke Sijmons
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
| | - Nathalie de Schaetzen
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
| | - Arnaud Capron
- Quality of Laboratories Unit, Scientific Directorate of Biological Health Risks, Sciensano, 1000, Brussels, Belgium
| | - Kurt Van Baelen
- Janssen Pharmaceutica N.V, Johnson & Johnson, 2340, Beerse, Belgium
| | | | | | - Fabrice Bureau
- Laboratory of Cellular and Molecular Immunology, GIGA Institute, University of Liège, 4000, Liège, Belgium
| | - Jo Vandesompele
- Biogazelle, a CellCarta Company, Technologiepark Zwijnaarde, 9052, Zwijnaarde, Belgium
| | | | | | - Hugues Malonne
- Federal Agency for Medicines and Health Products (FAGG-AFMPS), 1210, Brussels, Belgium
- Department of Pharmacology, Pharmacotherapy and Pharmaceutical Care, Faculty of Pharmacy, Université Libre de Bruxelles, 1070, Brussels, Belgium
- Department of Biomedical Sciences, Namur Research Institute for Life Sciences, University of Namur, 5000, Namur, Belgium
| | - Pierre Kerkhofs
- Federal Public Service Public Health, Safety of the Food Chain and the Environment, 1210, Brussels, Belgium
| | - Jo De Cock
- National Institute for Health and Disability Insurance (RIZIV/INAMI), 1150, Brussels, Belgium
| | - Veerle Matheeussen
- Federal Testing Platform COVID-19, University Hospitals Antwerp, 2650, Edegem, Belgium
| | - Bruno Verhasselt
- Federal Testing Platform COVID-19, Department of Laboratory Medicine, Ghent University and Ghent University Hospital, 9000, Ghent, Belgium
| | - Laurent Gillet
- Federal Testing Platform COVID-19, University of Liège, 4000, Liège, Belgium
| | - Gautier Detry
- Federal Testing Platform COVID-19, Laboratory of Clinical Biology, Pole Hospitalier Jolimont, 7100, La Louvière, Belgium
| | - Bertrand Bearzatto
- Federal Testing Platform COVID-19, Centre Des Technologies Moléculaires Appliquées (CTMA), Institute of Experimental and Clinical Research (IREC), Cliniques Universitaires Saint-Luc and Université Catholique de Louvain (UCLouvain), 1200, Brussels, Belgium
| | - Jonathan Degosserie
- Federal Testing Platform COVID-19, Department of Laboratory Medicine, CHU UCL Namur, 5530, Yvoir, Belgium
| | - Coralie Henin
- Federal Testing Platform COVID-19, Université Libre de Bruxelles, 1070, Brussels, Belgium
| | - Gregor Pairoux
- Quality of Laboratories Unit, Scientific Directorate of Biological Health Risks, Sciensano, 1000, Brussels, Belgium
| | - Piet Maes
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Leuven, Belgium
| | - Marc Van Ranst
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, 3000, Leuven, Belgium
| | - Katrien Lagrou
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
- Laboratory of Clinical Microbiology, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Leuven, Belgium
| | - Elisabeth Dequeker
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
- Biomedical Quality Assurance Research Unit, Department of Public Health and Primary Care, University of Leuven, 3000, Leuven, Belgium
| | - Emmanuel André
- National Reference Centre for Respiratory Pathogens, Department of Laboratory Medicine, University Hospitals Leuven, 3000, Leuven, Belgium
- Laboratory of Clinical Microbiology, Department of Microbiology, Immunology and Transplantation, KU Leuven, 3000, Leuven, Belgium
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Matsumura Y, Nakazaki T, Kitamori K, Kure E, Shinohara K, Tsuchido Y, Yukawa S, Noguchi T, Yamamoto M, Nagao M. Development and evaluation of the automated multipurpose molecular testing system PCRpack for high-throughput SARS-CoV-2 testing. Microbiol Spectr 2023; 11:e0271623. [PMID: 37943047 PMCID: PMC10715159 DOI: 10.1128/spectrum.02716-23] [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: 07/01/2023] [Accepted: 10/03/2023] [Indexed: 11/10/2023] Open
Abstract
IMPORTANCE Accurate and fast molecular testing is important for the diagnosis and control of COVID-19. During patient surges in the COVID-19 pandemic, laboratories were challenged by a higher demand for molecular testing under skilled staff shortages. We developed an automated multipurpose molecular testing system, named PCRpack, for the rapid, high-throughput testing of infectious pathogens, including SARS-CoV-2. The system is provided in an all-in-one package, including a liquid handling instrument, a laboratory information management system, and other materials needed for testing operation; is highly customizable; and is easily implemented. PCRpack showed robust liquid handling performance, high clinical diagnostic performance, a shorter turn-around time with minimal hands-on time, and a high testing capacity. These features contribute to the rapid implementation of the high-performance and high-throughput molecular testing environment at any phase of the pandemic caused by SARS-CoV-2 or future emerging pathogens.
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Affiliation(s)
- Yasufumi Matsumura
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | | | - Kanako Kitamori
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
- Nippon Control System, Yokohama, Japan
| | - Eiki Kure
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
- Faculty of Pharmacy, Kyoto Pharmaceutical University, Kyoto, Japan
| | - Koh Shinohara
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yasuhiro Tsuchido
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Satomi Yukawa
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Taro Noguchi
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Masaki Yamamoto
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Miki Nagao
- Department of Clinical Laboratory Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
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La Jeon Y, Lee SG, Lee EH, Song S, Lee OJ, Go UY, Chun GY, Choi HM, Choi JY. The experience and reflections of GC labs as an independent clinical laboratory to the COVID-19 pandemic in South Korea. BMC Infect Dis 2023; 23:855. [PMID: 38057704 DOI: 10.1186/s12879-023-08684-0] [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: 07/03/2023] [Accepted: 10/08/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Amid the COVID-19 pandemic, extensive testing was undertaken by independent clinical laboratories (ICLs), yet limited research exists on this matter. Drawing from Green Cross Laboratories (GC Labs)' pandemic response experience, this study seeks to offer insights for preparation for the next pandemic. METHODS This retrospective study analyzed the outcomes of SARS-CoV-2 real-time reverse transcription polymerase chain reaction (SARS-CoV-2 rRT PCR) tests administered by GC Labs for COVID-19 diagnosis, upon request by different organizations, between February 2020 and April 2022. The distribution of institutions that requested the tests, the type of tests, and the positive rate were analyzed. We investigated resource allocation details. RESULTS ICLs were responsible for conducting 85.6% of all tests carried out under South Korea's COVID-19 testing policy during the pandemic. The availability of free testing regardless of symptoms led to a significant increase in the use of pooled tests, which accounted for more than 80% of all tests conducted after August 2021. The gender and age distribution of COVID-19 cases nationwide and GC Labs' positive cases were similar. When we analyzed the positive rate by requesting organizations during the COVID-19 pandemic, despite an overall nationwide positivity rate of 35%, high-risk facilities exhibited a positivity rate of less than 5% by maintaining preemptive testing. The most notable increase in resources during the pandemic was seen in human resource input. CONCLUSIONS South Korea's ICLs were able to conduct large volumes of testing during the COVID-19 pandemic because of their logistics and computer systems, scalable testing space, and trained testing personnel. They also had the flexibility to bring in additional resources to expand testing capacity because they are specialized testing organizations. Hence, ICLs could execute the pooled test that the government had introduced for extensive general population screening. The preemptive periodic testing of high-risk populations kept the positive rate much lower than in the general population. This study's findings will aid in refining mass testing-based policies for the next pandemic.
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Affiliation(s)
- You La Jeon
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea
| | - Sang Gon Lee
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea.
| | - Eun Hee Lee
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea.
| | - Sungwook Song
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea
| | - O-Jin Lee
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea
| | - Un Yeong Go
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea
| | - Ga-Young Chun
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea
| | - Hyun Mi Choi
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea
| | - Jin Young Choi
- Department of Laboratory Medicine, Green Cross Laboratories, 107, Ihyeon-Ro 30Beon-Gil, Giheung-Gu, Yongin-Si, Gyeonggi-Go, South Korea
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King KL, Ham R, Smothers A, Lee I, Bowie T, Teetsel E, Peng C, Dean D. Repurposing a SARS-CoV-2 surveillance program for infectious respiratory diseases in a university setting. Front Public Health 2023; 11:1168551. [PMID: 37727605 PMCID: PMC10505707 DOI: 10.3389/fpubh.2023.1168551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 08/16/2023] [Indexed: 09/21/2023] Open
Abstract
Standard multiplex RT-qPCR diagnostic tests use nasopharyngeal swabs to simultaneously detect a variety of infections, but commercially available kits can be expensive and have limited throughput. Previously, we clinically validated a saliva-based RT-qPCR diagnostic test for SARS-CoV-2 to provide low-cost testing with high throughput and low turnaround time on a university campus. Here, we developed a respiratory diagnostic panel to detect SARS-CoV-2, influenza A and B within a single saliva sample. When compared to clinical results, our assay demonstrated 93.5% accuracy for influenza A samples (43/46 concordant results) with no effect on SARS-CoV-2 accuracy or limit of detection. In addition, our assay can detect simulated coinfections at varying virus concentrations generated from synthetic RNA controls. We also confirmed the stability of influenza A in saliva at room temperature for up to 5 days. The cost of the assay is lower than standard nasopharyngeal swab respiratory panel tests as saliva collection does not require specialized swabs or trained clinical personnel. By repurposing the lab infrastructure developed for the COVID-19 pandemic, our multiplex assay can be used to provide expanded access to respiratory disease diagnostics, especially for community, school, or university testing applications where saliva testing was effectively utilized during the COVID-19 pandemic.
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Affiliation(s)
- Kylie L. King
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
- Department of Bioengineering, Clemson University, Clemson, SC, United States
| | - Rachel Ham
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
| | - Austin Smothers
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
- Department of Bioengineering, Clemson University, Clemson, SC, United States
| | - Isaac Lee
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
| | - Tyler Bowie
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
| | - Erika Teetsel
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
| | - Congyue Peng
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
- Department of Bioengineering, Clemson University, Clemson, SC, United States
| | - Delphine Dean
- Center for Innovative Medical Devices and Sensors (REDDI Lab), Clemson University, Clemson, SC, United States
- Department of Bioengineering, Clemson University, Clemson, SC, United States
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