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Zhang D, Shen L, Liang Z, Cui S. Evaluations of modes of pooling specimens for COVID-19 screened by quantitative PCR and droplet digital PCR. Sci Rep 2024; 14:10923. [PMID: 38740976 DOI: 10.1038/s41598-024-61631-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 05/08/2024] [Indexed: 05/16/2024] Open
Abstract
Though pooling samples for SARS-CoV-2 detection has effectively met the need for rapid diagnostic and screening tests, many factors can influence the sensitivity of a pooled test. In this study, we conducted a simulation experiment to evaluate modes of pooling specimens and aimed at formulating an optimal pooling strategy. We focussed on the type of swab, their solvent adsorption ability, pool size, pooling volume, and different factors affecting the quality of preserving RNA by different virus solutions. Both quantitative PCR and digital PCR were used to evaluate the sampling performance. In addition, we determined the detection limit by sampling which is simulated from the virus of different titers and evaluated the effect of sample-storage conditions by determining the viral load after storage. We found that flocked swabs were better than fibre swabs. The RNA-preserving ability of the non-inactivating virus solution was slightly better than that of the inactivating virus solution. The optimal pooling strategy was a pool size of 10 samples in a total volume of 9 mL. Storing the collected samples at 4 °C or 25 °C for up to 48 h had little effect on the detection sensitivity. Further, we observed that our optimal pooling strategy performed equally well as the single-tube test did. In clinical applications, we recommend adopting this pooling strategy for low-risk populations to improve screening efficiency and shape future strategies for detecting and managing other respiratory pathogens, thus contributing to preparedness for future public health challenges.
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Affiliation(s)
- Daitao Zhang
- Institute for Infectious Disease and Endemic Disease Control, Beijing Center for Disease Prevention and Control, Beijing Research Center for Respiratory Infectious Diseases, Beijing, 100013, China
| | - Lingyu Shen
- Institute for Infectious Disease and Endemic Disease Control, Beijing Center for Disease Prevention and Control, Beijing Research Center for Respiratory Infectious Diseases, Beijing, 100013, China
| | - Zhichao Liang
- Institute for Infectious Disease and Endemic Disease Control, Beijing Center for Disease Prevention and Control, Beijing Research Center for Respiratory Infectious Diseases, Beijing, 100013, China
| | - Shujuan Cui
- Institute for Infectious Disease and Endemic Disease Control, Beijing Center for Disease Prevention and Control, Beijing Research Center for Respiratory Infectious Diseases, Beijing, 100013, China.
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2
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Lei Y, Xu D. Rapid Nucleic Acid Diagnostic Technology for Pandemic Diseases. Molecules 2024; 29:1527. [PMID: 38611806 PMCID: PMC11013254 DOI: 10.3390/molecules29071527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 03/17/2024] [Accepted: 03/19/2024] [Indexed: 04/14/2024] Open
Abstract
The recent global pandemic of coronavirus disease 2019 (COVID-19) has enormously promoted the development of diagnostic technology. To control the spread of pandemic diseases and achieve rapid screening of the population, ensuring that patients receive timely treatment, rapid diagnosis has become the top priority in the development of clinical technology. This review article aims to summarize the current rapid nucleic acid diagnostic technologies applied to pandemic disease diagnosis, from rapid extraction and rapid amplification to rapid detection. We also discuss future prospects in the development of rapid nucleic acid diagnostic technologies.
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Affiliation(s)
- Yu Lei
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), Chinese Academy of Sciences (CAS), Beijing 100190, China;
- University of Chinese Academy of Sciences (UCAS), Beijing 100049, China
| | - Dawei Xu
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, National Center for Nanoscience and Technology (NCNST), Chinese Academy of Sciences (CAS), Beijing 100190, China;
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3
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Millward GG, Popelka SM, Gutierrez AG, Kowallis WJ, von Tersch RL, Yerramilli SV. A novel strategy to avoid sensitivity loss in pooled testing for SARS-CoV-2 surveillance: validation using nasopharyngeal swab and saliva samples. Front Public Health 2023; 11:1190308. [PMID: 37637813 PMCID: PMC10450028 DOI: 10.3389/fpubh.2023.1190308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 07/18/2023] [Indexed: 08/29/2023] Open
Abstract
At the peak of the COVID-19 pandemic, pooled surveillance strategies were employed to alleviate the overwhelming demand for clinical testing facilities. A major drawback of most pooled-testing methods is the dilution of positive samples, which leads to a loss of detection sensitivity and the potential for false negatives. We developed a novel pooling strategy that compensates for the initial dilution with an appropriate concentration during nucleic acid extraction and real-time PCR. We demonstrated the proof of principle using laboratory-created 10-sample pools with one positive and corresponding individual positive samples by spiking a known amount of heat-inactivated SARS-CoV-2 into viral transport medium (VTM) or pooled negative saliva. No Ct difference was observed between a 10-sample pool with one positive vs. the corresponding individually analyzed positive sample by this method, suggesting that there is no detectable loss of sensitivity. We further validated this approach by using nasopharyngeal swab (NPS) specimens and showed that there is no loss of sensitivity. Serial dilutions of the virus were spiked into VTM and pooled with negative saliva in simulated 10-sample pools containing one positive to determine the LOD and process efficiency of this pooling methodology. The LOD of this approach was 10 copies/PCR, and the process efficiencies are ~95%-103% for N1 and ~87%-98% for N2 with samples in different matrices and with two different master mixes tested. Relative to TaqPath 1-step master mix, the TaqMan Fast Virus 1-Step master mix showed better sensitivity for the N2 assay, while the N1 assay showed no Ct difference. Our pooled testing strategy can facilitate large-scale, cost-effective SARS-CoV-2 surveillance screening and maintain the same level of sensitivity when analyzed individually or in a pool. This approach is highly relevant for public health surveillance efforts aimed at mitigating SARS-CoV-2 spread.
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Affiliation(s)
| | | | | | | | | | - Subrahmanyam V. Yerramilli
- Emerging Biological Threats Branch, Molecular Biology Division, Laboratory Sciences, Defense Centers for Public Health - Aberdeen “Formerly the Army Public Health Center”, Aberdeen Proving Ground, Edgewood, MD, United States
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4
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Yang WW, Hsu CW, Chan YJ, Su SB, Feng IJ, Hou CY, Huang CY. Using Real-Time PCR Fluorescence Reaction Values to Improve SARS-CoV-2 Virus Detection and Benefit Clinical Decision-Making. Life (Basel) 2023; 13:life13030683. [PMID: 36983837 PMCID: PMC10057560 DOI: 10.3390/life13030683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 02/05/2023] [Accepted: 02/24/2023] [Indexed: 03/06/2023] Open
Abstract
This study aimed to compare the SARS-CoV-2 nucleic acid detection results of the BD MAX™ System and other platforms to formulate an optimized laboratory verification process. The re-examination of 400 samples determined as positive by BD MAX™ indicated that the inconsistency rate between BD MAX™ and the other platforms was 65.8%; the inconsistency rate of single-gene-positive results was as high as 99.2%. A receiver operating characteristic curve was drawn for the relative light unit (RLU) values of samples positive for a single gene, and RLU 800 was used as the cutoff. After setting the retest standard as single-gene positive and RLU ≥ 800, the number of the 260 BD MAX™ single-gene positives that needed to be confirmed again was 36 (13.8%) and the number that could be directly reported as negative was 224 (86.2%). This verification process can shorten the reporting period and speed up the epidemic adjustment time and turnover rate of special wards, thereby improving SARS-CoV-2 detection efficiency and clinical decision-making.
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Affiliation(s)
- Wan-Wen Yang
- Department of Clinical Pathology, Chi-Mei Medical Center, Liouying, Tainan 736402, Taiwan
| | - Chin-Wen Hsu
- Department of Family Medicine, Chi-Mei Medical Center, Liouying, Tainan 736402, Taiwan
| | - Yu-Ju Chan
- Department of Family Medicine, Chi-Mei Medical Center, Liouying, Tainan 736402, Taiwan
| | - Shih-Bin Su
- Division of Occupational Medicine, Chi-Mei Medical Center, Liouying, Tainan 736402, Taiwan
- Division of Occupational Medicine, Chi-Mei Medical Center, Tainan 710402, Taiwan
| | - I-Jung Feng
- Institute of Precision Medicine, National Sun Yat-sen University, Kaohsiung 804201, Taiwan
| | - Chia-Yi Hou
- Department of Clinical Pathology, Chi-Mei Medical Center, Liouying, Tainan 736402, Taiwan
- Correspondence: (C.-Y.H.); (C.-Y.H.)
| | - Chien-Yuan Huang
- Division of Occupational Medicine, Chi-Mei Medical Center, Liouying, Tainan 736402, Taiwan
- Division of Occupational Medicine, Chi-Mei Medical Center, Tainan 710402, Taiwan
- Correspondence: (C.-Y.H.); (C.-Y.H.)
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5
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Accelerating the Laboratory Testing Capacity through Saliva Pooling Prior to Direct RT-qPCR for SARS-CoV-2 Detection. Diagnostics (Basel) 2022; 12:diagnostics12123160. [PMID: 36553167 PMCID: PMC9777453 DOI: 10.3390/diagnostics12123160] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/04/2022] [Accepted: 12/09/2022] [Indexed: 12/23/2022] Open
Abstract
The testing capacity of the laboratory is paramount for better control of the pandemic caused by SARS-CoV-2. The pooling method is promising to increase testing capacity, and the use of direct NAAT-based detection of SARS-CoV-2 on a non-invasive specimen such as saliva will ultimately accelerate the testing capacity. This study aims to validate the pooling-of-four method to quadruple the testing capacity using RNA-extraction-free saliva specimens. In addition, we intend to investigate the preferable stage of pooling, including pre- or post-heating. The compatibility of this approach was also tested on five commercial kits. Saliva specimens stored at -80 °C for several months were proven viable and were used for various tests in this study. Our findings revealed that pooling-of-four specimens had an overall agreement rate of 98.18% with their individual testing. Moreover, we proved that the pooling procedure could be conducted either pre- or post-heating, with no discordance and no significant difference in Ct values generated. When compared to other commercial detection kits, it demonstrated an overall agreement greater than 85%, which exhibits broad compatibility and ensures easy adaptability in clinical settings. This method has been proven reliable and increases the testing capacity up to fourfold.
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McPhillips L, MacSharry J. Saliva as an alternative specimen to nasopharyngeal swabs for COVID-19 diagnosis: Review. Access Microbiol 2022; 4:acmi000366. [PMID: 36003360 PMCID: PMC9394527 DOI: 10.1099/acmi.0.000366] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 04/25/2022] [Indexed: 12/12/2022] Open
Abstract
Almost 2 years ago, the novel coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was discovered to be the causative agent of the disease COVID-19. Subsequently, SARS-CoV-2 has spread across the world infecting millions of people, resulting in the ongoing COVID-19 pandemic. The current 'gold standard' for COVID-19 diagnosis involves obtaining a nasopharyngeal swab (NPS) from the patient and testing for the presence of SARS-CoV-2 RNA in the specimen using real-time reverse transcription PCR (RT-qPCR). However, obtaining a NPS specimen is an uncomfortable and invasive procedure for the patient and is limited in its applicability to mass testing. Interest in saliva as an alternative diagnostic specimen is of increasing global research interest due to its malleability to mass testing, greater patient acceptability and overall ease of specimen collection. However, the current literature surrounding the sensitivity of saliva compared to NPS is conflicting. The aim of this review was to analyse the recent literature to assess the viability of saliva in COVID-19 diagnosis. We hypothesize that the discrepancies in the current literature are likely due to the variations in the saliva collection and processing protocols used between studies. The universal adaptation of an optimised protocol could alleviate these discrepancies and see saliva specimens be as sensitive, if not more, than NPS for COVID-19 diagnosis. Whilst saliva specimens are more complimentary to mass-testing, with the possibility of samples being collected from home, the RT-qPCR diagnostic process remains to be the rate-limiting step and therefore interest in salivary rapid antigen tests, which negate the wait-times of RT-qPCR with results available within 15-30 min, may be an answer to this.
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Affiliation(s)
- Leah McPhillips
- School of Microbiology, University College Cork, Cork, Ireland
- Present address: Department of Molecular Microbiology, The John Innes Centre, Norwich, UK
| | - John MacSharry
- School of Microbiology, University College Cork, Cork, Ireland
- School of Medicine, University College Cork, Cork, Ireland
- The APC Microbiome Ireland, University College Cork, Cork, Ireland
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7
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Różański M, Walczak-Drzewiecka A, Witaszewska J, Wójcik E, Guziński A, Zimoń B, Matusiak R, Kazimierczak J, Borowiec M, Kania K, Paradowska E, Pawełczyk J, Dziadek J, Dastych J. RT-qPCR-based tests for SARS-CoV-2 detection in pooled saliva samples for massive population screening to monitor epidemics. Sci Rep 2022; 12:8082. [PMID: 35577836 PMCID: PMC9109753 DOI: 10.1038/s41598-022-12179-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 04/28/2022] [Indexed: 01/09/2023] Open
Abstract
Swab, RT-qPCR tests remain the gold standard of diagnostics of SARS-CoV-2 infections. These tests are costly and have limited throughput. We developed a 3-gene, seminested RT-qPCR test with SYBR green-based detection designed to be oversensitive rather than overspecific for high-throughput diagnostics of populations. This two-tier approach depends on decentralized self-collection of saliva samples, pooling, 1st-tier testing with highly sensitive screening test and subsequent 2nd-tier testing of individual samples from positive pools with the IVD test. The screening test was able to detect five copies of the viral genome in 10 µl of isolated RNA with 50% probability and 18.8 copies with 95% probability and reached Ct values that were highly linearly RNA concentration-dependent. In the side-by-side comparison, the screening test attained slightly better results than the commercially available IVD-certified RT-qPCR diagnostic test DiaPlexQ (100% specificity and 89.8% sensitivity vs. 100% and 73.5%, respectively). Testing of 1475 individual clinical samples pooled in 374 pools of four revealed 0.8% false positive pools and no false negative pools. In weekly prophylactic testing of 113 people within 6 months, a two-tier testing approach enabled the detection of 18 infected individuals, including several asymptomatic individuals, with substantially lower cost than individual RT-PCR testing.
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Affiliation(s)
- Michał Różański
- Laboratory of Cellular Immunology, Institute of Medical Biology of PAS, Lodz, Poland
| | | | | | - Ewelina Wójcik
- Proteon Pharmaceuticals S.A., Tylna 3A, 90-364, Lodz, Poland
| | | | - Bogumił Zimoń
- Proteon Pharmaceuticals S.A., Tylna 3A, 90-364, Lodz, Poland
| | - Rafał Matusiak
- Proteon Pharmaceuticals S.A., Tylna 3A, 90-364, Lodz, Poland
| | | | - Maciej Borowiec
- Department of Clinical Genetics, Medical University of Lodz, Lodz, Poland
| | - Katarzyna Kania
- Laboratory of Virology, Institute of Medical Biology of PAS, Lodz, Poland
| | - Edyta Paradowska
- Laboratory of Virology, Institute of Medical Biology of PAS, Lodz, Poland
| | - Jakub Pawełczyk
- Laboratory of Mycobacterium Genetics and Physiology, Institute of Medical Biology of PAS, Lodz, Poland
| | - Jarosław Dziadek
- Laboratory of Mycobacterium Genetics and Physiology, Institute of Medical Biology of PAS, Lodz, Poland
| | - Jarosław Dastych
- Laboratory of Cellular Immunology, Institute of Medical Biology of PAS, Lodz, Poland.
- Proteon Pharmaceuticals S.A., Tylna 3A, 90-364, Lodz, Poland.
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8
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Saliva-Based, COVID-19 RT-PCR Pooled Screening Strategy to Keep Schools Open. Disaster Med Public Health Prep 2022; 17:e70. [PMID: 35027100 DOI: 10.1017/dmp.2021.337] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND As of March 2020, governments throughout the world implemented business closures, work from home policies, and school closures due to exponential increase of coronavirus disease 2019 (COVID-19) cases, leaving only essential workers being able to work on site. For most of the children and adolescent school closures during the first lockdown had significant physical and psychosocial consequences. Here, we describe a comprehensive Return to School program based on a behavior safety protocol combined with the use of saliva-based reverse transcriptase-polymerase chain reaction (RT-PCR) pooled screening technique to keep schools opened. METHODS The program had 2 phases: before school (safety and preparation protocols) and once at school (disease control program: saliva-based RT-PCR pooled screening protocol and contact tracing). Pooling: Aliquots of saliva from 24 individuals were pooled and 1 RT-PCR test was performed. If positive, the initial 24-pool was then retested (12 pools of 2). Individual RT-PCR tests from saliva samples from positive pools of 2 were performed to get an individual diagnosis. RESULTS From August 31 until December 20, 2020 (16-wk period) a total of 3 pools, and subsequent 3 individual diagnosis of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) disease were reported (2 teachers and 1 staff). CONCLUSION Until COVID-19 vaccine can be administered broadly to all-age children, saliva-based RT-PCR pooling testing is the missing piece we were searching for to keep schools opened.
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9
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Wang IE, Cooper G, Mousa SA. Diagnostic Approaches for COVID-19 and Its Associated Complications. Diagnostics (Basel) 2021; 11:2071. [PMID: 34829418 PMCID: PMC8619505 DOI: 10.3390/diagnostics11112071] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/04/2021] [Accepted: 11/05/2021] [Indexed: 12/23/2022] Open
Abstract
With almost 4 million deaths worldwide from the COVID-19 pandemic, the efficient and accurate diagnosis and identification of COVID-19-related complications are more important than ever. Scales such as the pneumonia severity index, or CURB-65, help doctors determine who should be admitted to the hospital or the intensive care unit. To properly treat and manage admitted patients, standardized sampling protocols and methods are required for COVID-19 patients. Using PubMed, relevant articles since March 2020 on COVID-19 diagnosis and its complications were analyzed. Patients with COVID-19 had elevated D-dimer, thrombomodulin, and initial factor V elevation followed by decreased factor V and factor VII and elevated IL-6, lactate dehydrogenase, and c-reactive protein, which indicated coagulopathy and possible cytokine storm. Patients with hypertension, newly diagnosed diabetes, obesity, or advanced age were at increased risk for mortality. Elevated BUN, AST, and ALT in severe COVID-19 patients was associated with acute kidney injury or other organ damage. The gold standard for screening COVID-19 is reverse transcriptase polymerase chain reaction (RT-PCR) using sputum, oropharyngeal, or nasopharyngeal routes. However, due to the low turnover rate and limited testing capacity of RT-PCR, alternative diagnostic tools such as CT-scan and serological testing (IgM and IgG) can be considered in conjunction with symptom monitoring. Advancements in CRISPR technology have also allowed the use of alternative COVID-19 testing, but unfortunately, these technologies are still under FDA review and cannot be used in patients. Nonetheless, increased turnover rates and testing capacity allow for a bright future in COVID-19 diagnosis.
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Affiliation(s)
| | | | - Shaker A. Mousa
- The Pharmaceutical Research Institute, Albany College of Pharmacy and Health Sciences, 1 Discovery Drive, Rensselaer, NY 12144, USA; (I.E.W.); (G.C.)
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10
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Yu J, Huang Y, Shen ZJ. Optimizing and evaluating PCR-based pooled screening during COVID-19 pandemics. Sci Rep 2021; 11:21460. [PMID: 34728759 PMCID: PMC8564549 DOI: 10.1038/s41598-021-01065-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 10/19/2021] [Indexed: 12/13/2022] Open
Abstract
Population screening played a substantial role in safely reopening the economy and avoiding new outbreaks of COVID-19. PCR-based pooled screening makes it possible to test the population with limited resources by pooling multiple individual samples. Our study compared different population-wide screening methods as transmission-mitigating interventions, including pooled PCR, individual PCR, and antigen screening. Incorporating testing-isolation process and individual-level viral load trajectories into an epidemic model, we further studied the impacts of testing-isolation on test sensitivities. Results show that the testing-isolation process could maintain a stable test sensitivity during the outbreak by removing most infected individuals, especially during the epidemic decline. Moreover, we compared the efficiency, accuracy, and cost of different screening methods during the pandemic. Our results show that PCR-based pooled screening is cost-effective in reversing the pandemic at low prevalence. When the prevalence is high, PCR-based pooled screening may not stop the outbreak. In contrast, antigen screening with sufficient frequency could reverse the epidemic, despite the high cost and the large numbers of false positives in the screening process.
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Affiliation(s)
- Jiali Yu
- Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, Shenzhen, China
| | - Yiduo Huang
- Department of Civil and Environmental Engineering, University of California Berkeley, Berkeley, CA, USA
| | - Zuo-Jun Shen
- College of Engineering, University of California Berkeley, Berkeley, CA, USA.
- Faculty of Engineering and Faculty of Business and Economics, University of Hong Kong, Hong Kong, China.
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11
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Mahendra C, Kaisar MMM, Vasandani SR, Surja SS, Tjoa E, Chriestya F, Junusmin KI, Widowati TA, Irwanto A, Ali S. Wide Application of Minimally Processed Saliva on Multiple RT-qPCR Kits for SARS-CoV-2 Detection in Indonesia. Front Cell Infect Microbiol 2021; 11:691538. [PMID: 34485174 PMCID: PMC8416441 DOI: 10.3389/fcimb.2021.691538] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 06/18/2021] [Indexed: 12/18/2022] Open
Abstract
Saliva as a sample matrix has been an attractive alternative for the detection of SARS-CoV-2. However, due to potential variability in collection and processing steps, evaluating a proposed workflow amongst the local population is recommended. Here, we aim to validate the collection and treatment of human saliva as a direct specimen for RT-qPCR-based detection of SARS-CoV-2 in Indonesia. We demonstrated that SARS-CoV-2 target genes were detected in saliva specimens and remained stable for five days either refrigerated or stored at room temperature. The method of processing saliva specimens described in this report bypasses the need for an RNA-extraction process, thereby reducing the cost, time, and manpower required for processing samples. The developed method was tested across nine commercial kits, including the benchmark, to demonstrate its wide applicability on multiple existing workflows. Our developed method achieved an 86% overall agreement rate compared to paired nasopharyngeal and oropharyngeal swab specimens (NPOP). With the assistance of a saliva sampling device, the collection was found to be more convenient for individuals and improved the overall agreement rate to 97%.
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Affiliation(s)
| | | | | | - Sem Samuel Surja
- School of Medicine and Health Sciences, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
| | - Enty Tjoa
- School of Medicine and Health Sciences, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
| | - Febie Chriestya
- School of Medicine and Health Sciences, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
- Rumah Sakit Pendidikan & Pusat Penelitian Atma Jaya, Jakarta, Indonesia
| | | | - Tria Asri Widowati
- School of Medicine and Health Sciences, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
| | - Astrid Irwanto
- Nalagenetics Pte Ltd, Singapore, Singapore
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore, Singapore
| | - Soegianto Ali
- School of Medicine and Health Sciences, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
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12
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Mendoza RP, Bi C, Cheng HT, Gabutan E, Pagaspas GJ, Khan N, Hoxie H, Hanna S, Holmes K, Gao N, Lewis R, Wang H, Neumann D, Chan A, Takizawa M, Lowe J, Chen X, Kelly B, Asif A, Barnes K, Khan N, May B, Chowdhury T, Pollonini G, Gouda N, Guy C, Gordon C, Ayoluwa N, Colon E, Miller-Medzon N, Jones S, Hossain R, Dodson A, Weng M, McGaskey M, Vasileva A, Lincoln AE, Sikka R, Wyllie AL, Berke EM, Libien J, Pincus M, Premsrirut PK. Implementation of a pooled surveillance testing program for asymptomatic SARS-CoV-2 infections in K-12 schools and universities. EClinicalMedicine 2021; 38:101028. [PMID: 34308321 DOI: 10.1101/2021.02.09.21251464v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 06/21/2021] [Accepted: 06/29/2021] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND The negative impact of continued school closures during the height of the COVID-19 pandemic warrants the establishment of cost-effective strategies for surveillance and screening to safely reopen and monitor for potential in-school transmission. Here, we present a novel approach to increase the availability of repetitive and routine COVID-19 testing that may ultimately reduce the overall viral burden in the community. METHODS We implemented a testing program using the SalivaClear࣪ pooled surveillance method that included students, faculty and staff from K-12 schools (student age range 5-18 years) and universities (student age range >18 years) across the country (Mirimus Clinical Labs, Brooklyn, NY). The data analysis was performed using descriptive statistics, kappa agreement, and outlier detection analysis. FINDINGS From August 27, 2020 until January 13, 2021, 253,406 saliva specimens were self-collected from students, faculty and staff from 93 K-12 schools and 18 universities. Pool sizes of up to 24 samples were tested over a 20-week period. Pooled testing did not significantly alter the sensitivity of the molecular assay in terms of both qualitative (100% detection rate on both pooled and individual samples) and quantitative (comparable cycle threshold (Ct) values between pooled and individual samples) measures. The detection of SARS-CoV-2 in saliva was comparable to the nasopharyngeal swab. Pooling samples substantially reduced the costs associated with PCR testing and allowed schools to rapidly assess transmission and adjust prevention protocols as necessary. In one instance, in-school transmission of the virus was determined within the main office and led to review and revision of heating, ventilating and air-conditioning systems. INTERPRETATION By establishing low-cost, weekly testing of students and faculty, pooled saliva analysis for the presence of SARS-CoV-2 enabled schools to determine whether transmission had occurred, make data-driven decisions, and adjust safety protocols. We provide strong evidence that pooled testing may be a fundamental component to the reopening of schools by minimizing the risk of in-school transmission among students and faculty. FUNDING Skoll Foundation generously provided funding to Mobilizing Foundation and Mirimus for these studies.
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Affiliation(s)
- Rachelle P Mendoza
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
- Department of Pathology, SUNY Downstate Health Sciences University, 450 Clarkson Ave., Brooklyn, NY 11226, USA
| | - Chongfeng Bi
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Hui-Ting Cheng
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Elmer Gabutan
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | | | - Nadia Khan
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Helen Hoxie
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Stephen Hanna
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Kelly Holmes
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Nicholas Gao
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Raychel Lewis
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Huaien Wang
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Daniel Neumann
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Angela Chan
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Meril Takizawa
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - James Lowe
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Xiao Chen
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Brianna Kelly
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Aneeza Asif
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Keena Barnes
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Nusrat Khan
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Brandon May
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Tasnim Chowdhury
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | | | - Nourelhoda Gouda
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Chante Guy
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Candice Gordon
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Nana Ayoluwa
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Elvin Colon
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | | | - Shanique Jones
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Rauful Hossain
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Arabia Dodson
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Meimei Weng
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Miranda McGaskey
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
| | - Ana Vasileva
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
- Department of Cell Biology, SUNY Downstate Health Sciences University, 450 Clarkson Ave., Brooklyn, NY 11226, USA
| | - Andrew E Lincoln
- MedStar Sports Medicine Research Center, MedStar Health Research Institute, 2900 S Hanover St., Baltimore, MD 21225, USA
- Department of Rehabilitation Medicine, Georgetown University Medical Center, 3800 Reservoir Rd NW, Washington, DC 20007, USA
| | - Robby Sikka
- Minnesota Timberwolves, 600 Hennepin Ave, Minneapolis, MN 55403, USA
| | - Anne L Wyllie
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, 60 College St, New Haven, CT 06510, USA
| | - Ethan M Berke
- OptumLabs, UnitedHealth Group, 12700 Whitewater Dr, Minnetonka, MN 55343 USA
| | - Jenny Libien
- Department of Pathology, SUNY Downstate Health Sciences University, 450 Clarkson Ave., Brooklyn, NY 11226, USA
| | - Matthew Pincus
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
- Department of Pathology, SUNY Downstate Health Sciences University, 450 Clarkson Ave., Brooklyn, NY 11226, USA
| | - Prem K Premsrirut
- Mirimus Inc, 760 Parkside Ave. Suite 206, Brooklyn, NY 11226, USA
- Department of Cell Biology, SUNY Downstate Health Sciences University, 450 Clarkson Ave., Brooklyn, NY 11226, USA
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13
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Migueres M, Vellas C, Abravanel F, Da Silva I, Dimeglio C, Ferrer V, Raymond S, Mansuy JM, Izopet J. Testing individual and pooled saliva samples for sars-cov-2 nucleic acid: a prospective study. Diagn Microbiol Infect Dis 2021; 101:115478. [PMID: 34364098 PMCID: PMC8279932 DOI: 10.1016/j.diagmicrobio.2021.115478] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 06/24/2021] [Accepted: 06/28/2021] [Indexed: 12/23/2022]
Abstract
Control of the rapid spread of the SARS-CoV-2 virus requires efficient testing. We collected paired nasopharyngeal swab (NPs) and saliva samples from 303 subjects (52.8% symptomatic) at a drive-through testing center; 18% of whom tested positive. The NPs, salivas and five saliva pools were tested for SARS-CoV-2 RNA using the Aptima™ assay and a laboratory-developed test (LDT) on the Panther-Fusion™ Hologic® platform. The saliva sensitivity was 80% (LDT) and 87.5% (Aptima™) whereas that of NPs was 96.4% in both assays. The pooled saliva sensitivity of 72.7% (LDT) and 75% (Aptima™) was not significantly different of that of individual saliva testing. Saliva specimens appear to be suitable for sensitive non-invasive assays to detect SARS-CoV-2 nucleic acid; pooling them for a single test will improve laboratory throughput.
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Affiliation(s)
- Marion Migueres
- CHU Toulouse, Hôpital Purpan, Virology Laboratory, France; Institut Toulousain des Maladies Infectieuses et Inflammatoires (Infinity), INSERM UMR1291 - CNRS UMR5051, Toulouse, France; Department of Virology, Université Toulouse III Paul-Sabatier, Toulouse, France.
| | - Camille Vellas
- CHU Toulouse, Hôpital Purpan, Virology Laboratory, France; Institut Toulousain des Maladies Infectieuses et Inflammatoires (Infinity), INSERM UMR1291 - CNRS UMR5051, Toulouse, France; Department of Virology, Université Toulouse III Paul-Sabatier, Toulouse, France
| | - Florence Abravanel
- CHU Toulouse, Hôpital Purpan, Virology Laboratory, France; Institut Toulousain des Maladies Infectieuses et Inflammatoires (Infinity), INSERM UMR1291 - CNRS UMR5051, Toulouse, France; Department of Virology, Université Toulouse III Paul-Sabatier, Toulouse, France
| | | | - Chloé Dimeglio
- CHU Toulouse, Hôpital Purpan, Virology Laboratory, France
| | - Venicia Ferrer
- CHU Toulouse, Hôpital Purpan, Virology Laboratory, France
| | - Stéphanie Raymond
- CHU Toulouse, Hôpital Purpan, Virology Laboratory, France; Institut Toulousain des Maladies Infectieuses et Inflammatoires (Infinity), INSERM UMR1291 - CNRS UMR5051, Toulouse, France; Department of Virology, Université Toulouse III Paul-Sabatier, Toulouse, France
| | | | - Jacques Izopet
- CHU Toulouse, Hôpital Purpan, Virology Laboratory, France; Institut Toulousain des Maladies Infectieuses et Inflammatoires (Infinity), INSERM UMR1291 - CNRS UMR5051, Toulouse, France; Department of Virology, Université Toulouse III Paul-Sabatier, Toulouse, France
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14
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Colosi LM, Barry KE, Kotay SM, Porter MD, Poulter MD, Ratliff C, Simmons W, Steinberg LI, Wilson DD, Morse R, Zmick P, Mathers AJ. Development of Wastewater Pooled Surveillance of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) from Congregate Living Settings. Appl Environ Microbiol 2021; 87:e0043321. [PMID: 33858836 PMCID: PMC8316081 DOI: 10.1128/aem.00433-21] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 04/07/2021] [Indexed: 01/12/2023] Open
Abstract
Wastewater-based monitoring for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) at the individual building level could be an efficient, passive means of early detection of new cases in congregate living settings, but this approach has not been validated. Preliminary samples were collected from a hospital and a local municipal wastewater treatment plant. Molecular diagnostic methods were compared side by side to assess feasibility, performance, and sensitivity. Refined sample collection and processing protocols were then used to monitor two occupied dormitory complexes (n = 105 and 66) over 8 weeks. Wastewater results were validated using known case counts from external clinical testing of building occupants. Results confirm that ultracentrifugation from a 24-h composite collection had a sensitivity of 96.2% and a specificity of 100%. However, the method could not distinguish new infectious cases from persistent convalescent shedding of SARS-CoV-2 RNA. If the detection of convalescent shedding is considered a false positive, then the sensitivity is 100% and specificity drops to 45%. It was determined that the proposed approach constitutes a highly sensitive wastewater surveillance method for detecting SARS-CoV-2, but it could not distinguish new infectious cases from persistent convalescent shedding. Future work must focus on approaches to distinguish new infections from convalescent shedding to fully realize the potential of building wastewater as a surveillance tool for congregate living. IMPORTANCE Some of the most severe outbreaks of COVID-19 have taken place in places where persons live together, such as nursing homes. Wastewater testing from individual buildings could be used for frequent pooled surveillance of virus from all occupants, including those who are contagious, with or without symptoms. This work provides a sensitive practical method for detecting infected individuals, as validated in two building complexes housing occupants who underwent frequent clinical testing performed by external entities. Although this sensitive method could be deployed now for pooled surveillance as an early warning system to limit outbreaks, the study shows that the approach will require further refinement to differentiate contagious, newly infected individuals from persons who have persistent viral fragments shedding in their stool outside the contagious period.
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Affiliation(s)
- Lisa M. Colosi
- Department of Engineering Systems & Environment, University of Virginia, Charlottesville, Virginia, USA
| | - Katie E. Barry
- Department of Medicine, Division of Infectious Diseases, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Shireen M. Kotay
- Department of Medicine, Division of Infectious Diseases, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Michael D. Porter
- Department of Engineering Systems & Environment, University of Virginia, Charlottesville, Virginia, USA
- School of Data Science, University of Virginia, Charlottesville, Virginia, USA
| | - Melinda D. Poulter
- Clinical Microbiology Laboratory, Department of Pathology, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Cameron Ratliff
- Facilities Management, Energy and Utilities Division, University of Virginia, Charlottesville, Virginia, USA
| | - William Simmons
- Facilities Management, Energy and Utilities Division, University of Virginia, Charlottesville, Virginia, USA
| | - Limor I. Steinberg
- Department of Medicine, Division of Infectious Diseases, University of Virginia Health System, Charlottesville, Virginia, USA
| | - D. Derek Wilson
- Facilities Management, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Rena Morse
- Health Information & Technology, University of Virginia Health System, Charlottesville, Virginia, USA
| | - Paul Zmick
- Facilities Management, Energy and Utilities Division, University of Virginia, Charlottesville, Virginia, USA
| | - Amy J. Mathers
- Department of Medicine, Division of Infectious Diseases, University of Virginia Health System, Charlottesville, Virginia, USA
- Clinical Microbiology Laboratory, Department of Pathology, University of Virginia Health System, Charlottesville, Virginia, USA
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15
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Keaney D, Whelan S, Finn K, Lucey B. Misdiagnosis of SARS-CoV-2: A Critical Review of the Influence of Sampling and Clinical Detection Methods. Med Sci (Basel) 2021; 9:36. [PMID: 34070530 PMCID: PMC8162574 DOI: 10.3390/medsci9020036] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 01/08/2023] Open
Abstract
SARS-CoV-2 infection has generated the biggest pandemic since the influenza outbreak of 1918-1919. One clear difference between these pandemics has been the ability to test for the presence of the virus or for evidence of infection. This review examined the performance characteristics of sample types via PCR detection of the virus, of antibody testing, of rapid viral antigen detection kits and computerised tomography (CT) scanning. It was found that combined detection approaches, such as the incorporation of CT scans, may reduce the levels of false negatives obtained by PCR detection in both symptomatic and asymptomatic patients, while sputum and oral throat washing sample types should take precedence over swabbing when available. Rt-PCR assays for detection of the virus remain the gold-standard method for SARS-CoV-2 diagnosis and can be used effectively on pooled samples for widespread screening. The novel Oxford antibody assay was found to have the highest sensitivity and specificity of four currently available commercial antibody kits but should only be used during a specific timeframe post-symptom onset. Further research into transmission modes between symptomatic and asymptomatic patients is needed. Analysis of the performance characteristics of different sampling and detection methods for SARS-CoV-2 showed that timing of sampling and testing methods used can greatly influence the rate of false-positive and false-negative test results, thereby influencing viral spread.
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Affiliation(s)
- Daniel Keaney
- Department of Biological Sciences, Munster Technological University, Bishopstown, T12 P928 Cork, Ireland; (D.K.); (S.W.); (B.L.)
| | - Shane Whelan
- Department of Biological Sciences, Munster Technological University, Bishopstown, T12 P928 Cork, Ireland; (D.K.); (S.W.); (B.L.)
| | - Karen Finn
- Department of Biopharmaceutical and Medical Science, Galway-Mayo Institute of Technology, Old Dublin Road, H91 DCH9 Galway, Ireland
| | - Brigid Lucey
- Department of Biological Sciences, Munster Technological University, Bishopstown, T12 P928 Cork, Ireland; (D.K.); (S.W.); (B.L.)
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16
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Hemani G, Thomas AC, Walker JG, Trickey A, Nixon E, Ellis D, Kwiatkowska R, Relton C, Danon L, Christensen H, Brooks-Pollock E. Modelling pooling strategies for SARS-CoV-2 testing in a university setting. Wellcome Open Res 2021. [DOI: 10.12688/wellcomeopenres.16639.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Background: Pre-symptomatic and asymptomatic transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are important elements in the coronavirus disease 2019 (COVID-19) pandemic, and there remains a reliance on testing to manage the spread of the disease. In the UK, many universities opened for blended learning for the 2020-2021 academic year, with a mixture of face to face and online teaching. Methods: In this study we present a simulation framework to evaluate the effectiveness of different mass testing strategies within a university setting, across a range of transmission scenarios. Results: The sensitivity of 5x pooled RT-qPCR tests appears to be higher than testing using the lateral flow device with relatively little loss compared to single RT-qPCR tests, and is improved by pooling by social cluster. The range of strategies that we evaluated give comparable results for estimating prevalence. Conclusions: Pooling tests by known social structures, such as student households can substantially improve the cost effectiveness of RT-qPCR tests. We also note that routine recording of quantitative RT-qPCR results would facilitate future modelling studies.
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17
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RT-PCR Screening Tests for SARS-CoV-2 with Saliva Samples in Asymptomatic People: Strategy to Maintain Social and Economic Activities while Reducing the Risk of Spreading the Virus. Keio J Med 2021; 70:35-43. [PMID: 33746151 DOI: 10.2302/kjm.2021-0003-oa] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The year 2020 will be remembered for the coronavirus disease 2019 (COVID-19) pandemic, which continues to affect the whole world. Early and accurate identification of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is fundamental to combat the disease. Among the current diagnostic tests, real-time reverse transcriptase-polymerase chain reaction (RT-qPCR) is the most reliable and frequently used method. Herein, we discuss the interpretation of RT-qPCR results relative to viral infectivity. Although nasopharyngeal swab samples are often used for RT-qPCR testing, they require collection by trained medical staff. Saliva samples are emerging as an inexpensive and efficient alternative for large-scale screening. Pooled-sample testing of saliva has been applied for mass screening of SARS-CoV-2 infection. Current policies recommend isolating people with borderline cycle threshold (Ct) values (35<Ct <40), despite these Ct values indicating minimal infection risk. We propose the new concept of a "social cut-off" Ct value and risk stratification based on the correlation of Ct with infectivity. We also describe the experience of RT-qPCR screening of saliva samples at our institution. It is important to implement a scientific approach to minimize viral transmission while allowing economic and social activities to continue.
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18
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Heaney CD, Pisanic N, Randad PR, Kruczynski K, Howard T, Zhu X, Littlefield K, Patel EU, Shrestha R, Laeyendecker O, Shoham S, Sullivan D, Gebo K, Hanley D, Redd AD, Quinn TC, Casadevall A, Zenilman JM, Pekosz A, Bloch EM, Tobian AAR. Comparative performance of multiplex salivary and commercially available serologic assays to detect SARS-CoV-2 IgG and neutralization titers. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2021.01.28.21250717. [PMID: 33532806 PMCID: PMC7852272 DOI: 10.1101/2021.01.28.21250717] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Oral fluid (hereafter saliva) offers a non-invasive sampling method for the detection of SARS-CoV-2 antibodies. However, data comparing performance of salivary tests against commercially-available serologic and neutralizing antibody (nAb) assays are lacking. This study compared the performance of a multiplex salivary SARS-CoV-2 IgG assay targeting antibodies to nucleocapsid (N), receptor binding domain (RBD) and spike (S) antigens to three commercially-available SARS-CoV-2 serology enzyme immunoassays (EIAs) (Ortho Vitros, Euroimmun, and BioRad) and nAb. Paired saliva and plasma samples were collected from 101 eligible COVID-19 convalescent plasma (CCP) donors >14 days since PCR+ confirmed diagnosis. Concordance was evaluated using positive (PPA) and negative (NPA) percent agreement, overall percent agreement (PA), and Cohen kappa coefficient. The range between salivary and plasma EIAs for SARS-CoV-2-specific N was PPA: 54.4-92.1% and NPA: 69.2-91.7%, for RBD was PPA: 89.9-100% and NPA: 50.0-84.6%, and for S was PPA: 50.6-96.6% and NPA: 50.0-100%. Compared to a plasma nAb assay, the multiplex salivary assay PPA ranged from 62.3% (N) and 98.6% (RBD) and NPA ranged from 18.8% (RBD) to 96.9% (S). Combinations of N, RBD, and S and a summary algorithmic index of all three (N/RBD/S) in saliva produced ranges of PPA: 87.6-98.9% and NPA: 50-91.7% with the three EIAs and ranges of PPA: 88.4-98.6% and NPA: 21.9-34.4% with the nAb assay. A multiplex salivary SARS-CoV-2 IgG assay demonstrated comparable performance to three commercially-available plasma EIAs and a nAb assay, and may be a viable alternative to assist in screening CCP donors and monitoring population-based seroprevalence and vaccine antibody response.
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Affiliation(s)
- Christopher D. Heaney
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Nora Pisanic
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Pranay R. Randad
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Kate Kruczynski
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Tyrone Howard
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Xianming Zhu
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kirsten Littlefield
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Eshan U. Patel
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ruchee Shrestha
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Oliver Laeyendecker
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Baltimore MD
| | - Shmuel Shoham
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - David Sullivan
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kelly Gebo
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Daniel Hanley
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Andrew D. Redd
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Baltimore MD
| | - Thomas C. Quinn
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Baltimore MD
| | - Arturo Casadevall
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Jonathan M. Zenilman
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Andrew Pekosz
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Evan M. Bloch
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Aaron A. R. Tobian
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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19
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Azzi L, Maurino V, Baj A, Dani M, d’Aiuto A, Fasano M, Lualdi M, Sessa F, Alberio T. Diagnostic Salivary Tests for SARS-CoV-2. J Dent Res 2021; 100:115-123. [PMID: 33131360 PMCID: PMC7604673 DOI: 10.1177/0022034520969670] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The diagnosis of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection relies on the detection of viral RNA by real-time reverse transcription polymerase chain reaction (rRT-PCR) performed with respiratory specimens, especially nasopharyngeal swabs. However, this procedure requires specialized medical personnel, centralized laboratory facilities, and time to provide results (from several hours up to 1 d). In addition, there is a non-negligible risk of viral transmission for the operator who performs the procedure. For these reasons, several studies have suggested the use of other body fluids, including saliva, for the detection of SARS-CoV-2. The use of saliva as a diagnostic specimen has numerous advantages: it is easily self-collected by the patient with almost no discomfort, it does not require specialized health care personnel for its management, and it reduces the risks for the operator. In the past few months, several scientific papers, media, and companies have announced the development of new salivary tests to detect SARS-CoV-2 infection. Posterior oropharyngeal saliva should be distinguished from oral saliva, since the former is a part of respiratory secretions, while the latter is produced by the salivary glands, which are outside the respiratory tract. Saliva can be analyzed through standard (rRT-PCR) or rapid molecular biology tests (direct rRT-PCR without extraction), although, in a hospital setting, these procedures may be performed only in addition to nasopharyngeal swabs to minimize the incidence of false-negative results. Conversely, the promising role of saliva in the diagnosis of SARS-CoV-2 infection is highlighted by the emergence of point-of-care technologies and, most important, point-of-need devices. Indeed, these devices can be directly used in workplaces, airports, schools, cinemas, and shopping centers. An example is the recently described Rapid Salivary Test, an antigen test based on the lateral flow assay, which detects the presence of the virus by identifying the spike protein in the saliva within a few minutes.
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Affiliation(s)
- L. Azzi
- Unit of Oral Medicine and
Pathology, ASST dei Sette Laghi–Ospedale di Circolo e Fondazione Macchi,
Department of Medicine and Surgery, University of Insubria, Varese,
Italy
| | - V. Maurino
- Unit of Oral Medicine and
Pathology, ASST dei Sette Laghi–Ospedale di Circolo e Fondazione Macchi,
Department of Medicine and Surgery, University of Insubria, Varese,
Italy
| | - A. Baj
- Laboratory of Clinical
Microbiology, ASST dei Sette Laghi–Ospedale di Circolo e Fondazione Macchi,
Department of Medicine and Surgery, University of Insubria, Varese,
Italy
| | - M. Dani
- Unit of Oral Medicine and
Pathology, ASST dei Sette Laghi–Ospedale di Circolo e Fondazione Macchi,
Department of Medicine and Surgery, University of Insubria, Varese,
Italy
| | - A. d’Aiuto
- Unit of Oral Medicine and
Pathology, ASST dei Sette Laghi–Ospedale di Circolo e Fondazione Macchi,
Department of Medicine and Surgery, University of Insubria, Varese,
Italy
| | - M. Fasano
- Laboratory of Biochemistry and
Functional Proteomics, Department of Science and High Technology, Busto
Arsizio (VA), Italy
| | - M. Lualdi
- Laboratory of Biochemistry and
Functional Proteomics, Department of Science and High Technology, Busto
Arsizio (VA), Italy
| | - F. Sessa
- Unit of Pathology, ASST dei Sette
Laghi–Ospedale di Circolo e Fondazione Macchi, Department of Medicine and
Surgery, University of Insubria, Varese, Italy
| | - T. Alberio
- Laboratory of Biochemistry and
Functional Proteomics, Department of Science and High Technology, Busto
Arsizio (VA), Italy
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20
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Millioni R, Mortarino C. Test Groups, Not Individuals: A Review of the Pooling Approaches for SARS-CoV-2 Diagnosis. Diagnostics (Basel) 2021; 11:68. [PMID: 33406644 PMCID: PMC7823333 DOI: 10.3390/diagnostics11010068] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 12/27/2020] [Accepted: 12/29/2020] [Indexed: 12/31/2022] Open
Abstract
Massive molecular testing for SARS-CoV-2 diagnosis is mandatory to manage the spread of COVID-19. Diagnostic screening should be performed at a mass scale, extended to the asymptomatic population, and repeated over time. An accurate diagnostic pipeline for SARS-CoV-2 that could massively increase the laboratory efficiency, while being sustainable in terms of time and costs, should be based on a pooling strategy. In the past few months, researchers from different disciplines had this same idea: test groups, not individuals. This critical review intends to highlight both the general consents-even if the results from different publications have been obtained with different protocols-and the points of disagreement that are creating some interpretative/comprehension difficulties. Different pooling schemes and technical aspects associated to the type of pooling adopted are described and discussed. We hope that this review can consolidate information to support researchers in designing optimized COVID-19 testing protocols based on pooling.
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Affiliation(s)
- Renato Millioni
- Fascial Manipulation Institute by Stecco, 35129 Padova, Italy
| | - Cinzia Mortarino
- Department of Statistical Sciences, University of Padova, 35121 Padova, Italy;
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21
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Barat B, Das S, De Giorgi V, Henderson DK, Kopka S, Lau AF, Miller T, Moriarty T, Palmore TN, Sawney S, Spalding C, Tanjutco P, Wortmann G, Zelazny AM, Frank KM. Pooled Saliva Specimens for SARS-CoV-2 Testing. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.10.02.20204859. [PMID: 33052363 PMCID: PMC7553188 DOI: 10.1101/2020.10.02.20204859] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
We evaluated saliva (SAL) specimens for SARS-CoV-2 RT-PCR testing by comparison of 459 prospectively paired nasopharyngeal (NP) or mid-turbinate (MT) swabs from 449 individuals with the aim of using saliva for asymptomatic screening. Samples were collected in a drive-through car line for symptomatic individuals (N=380) and in the emergency department (ED) (N=69). The percent positive and negative agreement of saliva compared to nasopharyngeal swab were 81.1% (95% CI: 65.8% - 90.5%) and 99.8% (95% CI: 98.7% - 100%), respectively. The sensitivity increased to 90.0% (95% CI: 74.4% - 96.5%) when considering only samples with moderate to high viral load (Cycle threshold (Ct) for the NP <=34). Pools of five saliva specimens were also evaluated on three platforms: bioMérieux NucliSENS easyMAG with ABI 7500Fast (CDC assay), Hologic Panther Fusion, and Roche COBAS 6800. The median loss of signal upon pooling was 2-4 Ct values across the platforms. The sensitivity of detecting a positive specimen in a pool compared with testing individually was 100%, 93%, and 95% for CDC 2019-nCoV Real-Time RT-PCR, Panther Fusion® SARS-CoV-2 assay, and cobas® SARS-CoV-2 test respectively, with decreased sample detection trending with lower viral load. We conclude that although pooled saliva testing, as collected in this study, is not quite as sensitive as NP/MT testing, saliva testing is adequate to detect individuals with higher viral loads in an asymptomatic screening program, does not require swabs or viral transport media for collection, and may help to improve voluntary screening compliance for those individuals averse to various forms of nasal collections.
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Affiliation(s)
- Bidisha Barat
- Department of Laboratory Medicine, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Sanchita Das
- Department of Laboratory Medicine, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Valeria De Giorgi
- Department of Transfusion Medicine, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - David K Henderson
- Hospital Epidemiology Service, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Stacy Kopka
- Clinical Monitoring Research Program Directorate, Frederick National Laboratory for Cancer Research, Rockville, MD, USA
| | - Anna F Lau
- Department of Laboratory Medicine, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Tracey Miller
- Clinical Monitoring Research Program Directorate, Frederick National Laboratory for Cancer Research, Rockville, MD, USA
| | | | - Tara N Palmore
- Hospital Epidemiology Service, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Shari Sawney
- MedStar Washington Hospital Center, Washington, DC, USA
| | - Chris Spalding
- Hospital Epidemiology Service, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | | | | | - Adrian M Zelazny
- Department of Laboratory Medicine, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Karen M Frank
- Department of Laboratory Medicine, Clinical Center, National Institutes of Health, Bethesda, MD, USA
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