51
|
Guaman-Bautista LP, Moreta-Urbano E, Oña-Arias CG, Torres-Arias M, Kyriakidis NC, Malcı K, Jonguitud-Borrego N, Rios-Solis L, Ramos-Martinez E, López-Cortés A, Barba-Ostria C. Tracking SARS-CoV-2: Novel Trends and Diagnostic Strategies. Diagnostics (Basel) 2021; 11:1981. [PMID: 34829328 PMCID: PMC8621220 DOI: 10.3390/diagnostics11111981] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 09/18/2021] [Accepted: 09/23/2021] [Indexed: 12/26/2022] Open
Abstract
The COVID-19 pandemic has had an enormous impact on economies and health systems globally, therefore a top priority is the development of increasingly better diagnostic and surveillance alternatives to slow down the spread of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In order to establish massive testing and contact tracing policies, it is crucial to have a clear view of the diagnostic options available and their principal advantages and drawbacks. Although classical molecular methods such as RT-qPCR are broadly used, diagnostic alternatives based on technologies such as LAMP, antigen, serological testing, or the application of novel technologies such as CRISPR-Cas for diagnostics, are also discussed. The present review also discusses the most important automation strategies employed to increase testing capability. Several serological-based diagnostic kits are presented, as well as novel nanotechnology-based diagnostic methods. In summary, this review provides a clear diagnostic landscape of the most relevant tools to track COVID-19.
Collapse
Affiliation(s)
- Linda P. Guaman-Bautista
- Centro de Investigación Biomédica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170147, Ecuador; (L.P.G.-B.); (E.M.-U.); (C.G.O.-A.)
| | - Erick Moreta-Urbano
- Centro de Investigación Biomédica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170147, Ecuador; (L.P.G.-B.); (E.M.-U.); (C.G.O.-A.)
| | - Claudia G. Oña-Arias
- Centro de Investigación Biomédica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170147, Ecuador; (L.P.G.-B.); (E.M.-U.); (C.G.O.-A.)
| | - Marbel Torres-Arias
- Immunology and Virology Laboratory, Department of Life Science and Agriculture, Universidad de las Fuerzas Armadas, Quito 171103, Ecuador;
| | - Nikolaos C. Kyriakidis
- Grupo de Investigación en Biotecnología Aplicada a Biomedicina (BIOMED), Universidad de Las Américas, Quito 170125, Ecuador;
- One Health Research Group, Faculty of Medicine, Universidad de Las Américas (UDLA), Quito 170125, Ecuador
| | - Koray Malcı
- Institute for Bioengineering, School of Engineering, University of Edinburgh, Edinburgh EH8 9LE, UK; (K.M.); (N.J.-B.); (L.R.-S.)
- Centre for Synthetic and Systems Biology (SynthSys), University of Edinburgh, Edinburgh EH8 9LE, UK
| | - Nestor Jonguitud-Borrego
- Institute for Bioengineering, School of Engineering, University of Edinburgh, Edinburgh EH8 9LE, UK; (K.M.); (N.J.-B.); (L.R.-S.)
- Centre for Synthetic and Systems Biology (SynthSys), University of Edinburgh, Edinburgh EH8 9LE, UK
| | - Leonardo Rios-Solis
- Institute for Bioengineering, School of Engineering, University of Edinburgh, Edinburgh EH8 9LE, UK; (K.M.); (N.J.-B.); (L.R.-S.)
- Centre for Synthetic and Systems Biology (SynthSys), University of Edinburgh, Edinburgh EH8 9LE, UK
| | - Espiridion Ramos-Martinez
- Experimental Medicine Research Unit, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City 4510, Mexico;
| | - Andrés López-Cortés
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito 170147, Ecuador;
| | - Carlos Barba-Ostria
- Escuela de Medicina, Colegio de Ciencias de la Salud Quito, Universidad San Francisco de Quito USFQ, Quito 170901, Ecuador
| |
Collapse
|
52
|
Scholtz A, Ramoji A, Silge A, Jansson JR, de Moura IG, Popp J, Sram JP, Armani AM. COVID-19 Diagnostics: Past, Present, and Future. ACS PHOTONICS 2021; 8:2827-2838. [PMID: 37556281 PMCID: PMC8482784 DOI: 10.1021/acsphotonics.1c01052] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 09/02/2021] [Accepted: 09/02/2021] [Indexed: 05/25/2023]
Abstract
In winter of 2020, SARS-CoV-2 emerged as a global threat, impacting not only health but also financial and political stability. To address the societal need for monitoring the spread of SARS-CoV-2, many existing diagnostic technologies were quickly adapted to detect SARS-CoV-2 RNA and antigens as well as the immune response, and new testing strategies were developed to accelerate time-to-decision. In parallel, the infusion of research support accelerated the development of new spectroscopic methods. While these methods have significantly reduced the impact of SARS-CoV-2 on society when coupled with behavioral changes, they also lay the groundwork for a new generation of platform technologies. With several epidemics on the horizon, such as the rise of antibiotic-resistant bacteria, the ability to quickly pivot the target pathogen of this diagnostic toolset will continue to have an impact.
Collapse
Affiliation(s)
- Alexis Scholtz
- Department of Biomedical Engineering,
University of Southern California, Los Angeles, California
90089, United States of America
| | - Anuradha Ramoji
- Institute of Physical Chemistry (IPC) and
Abbe Center of Photonics, Helmholtzweg 4, 07743 Jena,
Germany
- Leibniz Institute of Photonic Technology
(IPHT) Jena, Member of the Leibniz Research Alliance - Leibniz Health
Technologies, Albert-Einstein-Straße 9, 07745 Jena, Germany
| | - Anja Silge
- Institute of Physical Chemistry (IPC) and
Abbe Center of Photonics, Helmholtzweg 4, 07743 Jena,
Germany
- Leibniz Institute of Photonic Technology
(IPHT) Jena, Member of the Leibniz Research Alliance - Leibniz Health
Technologies, Albert-Einstein-Straße 9, 07745 Jena, Germany
- InfectoGnostics Research Campus
Jena, Centre of Applied Research, Philosophenweg 7, D-07743 Jena,
Germany
| | - Jakob R. Jansson
- Fulgent Genetics, Temple
City, California 91780, United States of America
| | - Ian G. de Moura
- Fulgent Genetics, Temple
City, California 91780, United States of America
| | - Jürgen Popp
- Institute of Physical Chemistry (IPC) and
Abbe Center of Photonics, Helmholtzweg 4, 07743 Jena,
Germany
- Leibniz Institute of Photonic Technology
(IPHT) Jena, Member of the Leibniz Research Alliance - Leibniz Health
Technologies, Albert-Einstein-Straße 9, 07745 Jena, Germany
- InfectoGnostics Research Campus
Jena, Centre of Applied Research, Philosophenweg 7, D-07743 Jena,
Germany
| | - Jakub P. Sram
- Fulgent Genetics, Temple
City, California 91780, United States of America
| | - Andrea M. Armani
- Department of Biomedical Engineering,
University of Southern California, Los Angeles, California
90089, United States of America
- Mork Family Department of Chemical Engineering,
University of Southern California, Los Angeles, California
90089, United States of America
| |
Collapse
|
53
|
Girón-Navarro R, Linares-Hernández I, Castillo-Suárez LA. The impact of coronavirus SARS-CoV-2 (COVID-19) in water: potential risks. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:52651-52674. [PMID: 34453253 PMCID: PMC8397333 DOI: 10.1007/s11356-021-16024-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 08/14/2021] [Indexed: 06/02/2023]
Abstract
This review summarizes research data on SARS-CoV-2 in water environments. A literature survey was conducted using the electronic databases Science Direct, Scopus, and Springer. This complete research included and discussed relevant studies that involve the (1) introduction, (2) definition and features of coronavirus, (2.1) structure and classification, (3) effects on public health, (4) transmission, (5) detection methods, (6) impact of COVID-19 on the water sector (drinking water, cycle water, surface water, wastewater), (6.5) wastewater treatment, and (7) future trends. The results show contamination of clean water sources, and community drinking water is vulnerable. Additionally, there is evidence that sputum, feces, and urine contain SARS-CoV-2, which can maintain its viability in sewage and the urban-rural water cycle to move towards seawater or freshwater; thus, the risk associated with contracting COVID-19 from contact with untreated water or inadequately treated wastewater is high. Moreover, viral loads have been detected in surface water, although the risk is lower for countries that efficiently treat their wastewater. Further investigation is immediately required to determine the persistence and mobility of SARS-CoV-2 in polluted water and sewage as well as the possible potential of disease transmission via drinking water. Conventional wastewater treatment systems have been shown to be effective in removing the virus, which plays an important role in pandemic control. Monitoring of this virus in water is extremely important as it can provide information on the prevalence and distribution of the COVID-19 pandemic in different communities as well as possible infection dynamics to prevent future outbreaks.
Collapse
Affiliation(s)
- Rocío Girón-Navarro
- Instituto Interamericano de Tecnología y Ciencias del Agua (IITCA), Universidad Autónoma del Estado de México, Km 14.5 carretera Toluca-Atlacomulco, C.P, 50200, Toluca, Estado de México, Mexico
| | - Ivonne Linares-Hernández
- Instituto Interamericano de Tecnología y Ciencias del Agua (IITCA), Universidad Autónoma del Estado de México, Km 14.5 carretera Toluca-Atlacomulco, C.P, 50200, Toluca, Estado de México, Mexico.
| | - Luis Antonio Castillo-Suárez
- Instituto Interamericano de Tecnología y Ciencias del Agua (IITCA), Universidad Autónoma del Estado de México, Km 14.5 carretera Toluca-Atlacomulco, C.P, 50200, Toluca, Estado de México, Mexico.
- Consejo Mexiquense de Ciencia y Tecnología - COMECYT, Diagonal Alfredo del Mazo 198 y 103, Guadalupe y Club Jardín, C.P. 50010, Toluca de Lerdo, Estado de México, México.
| |
Collapse
|
54
|
Hepp C, Shiaelis N, Robb NC, Vaughan A, Matthews PC, Stoesser N, Crook D, Kapanidis AN. Viral detection and identification in 20 min by rapid single-particle fluorescence in-situ hybridization of viral RNA. Sci Rep 2021; 11:19579. [PMID: 34599242 PMCID: PMC8486776 DOI: 10.1038/s41598-021-98972-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 09/09/2021] [Indexed: 12/24/2022] Open
Abstract
The increasing risk from viral outbreaks such as the ongoing COVID-19 pandemic exacerbates the need for rapid, affordable and sensitive methods for virus detection, identification and quantification; however, existing methods for detecting virus particles in biological samples usually depend on multistep protocols that take considerable time to yield a result. Here, we introduce a rapid fluorescence in situ hybridization (FISH) protocol capable of detecting influenza virus, avian infectious bronchitis virus and SARS-CoV-2 specifically and quantitatively in approximately 20 min, in virus cultures, combined nasal and throat swabs with added virus and likely patient samples without previous purification. This fast and facile workflow can be adapted both as a lab technique and a future diagnostic tool in enveloped viruses with an accessible genome.
Collapse
Affiliation(s)
- Christof Hepp
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, University of Oxford, Oxford, OX1 3PU, UK.
| | - Nicolas Shiaelis
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, University of Oxford, Oxford, OX1 3PU, UK
| | - Nicole C Robb
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, University of Oxford, Oxford, OX1 3PU, UK
- Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
| | - Alison Vaughan
- Nuffield Department for Medicine, University of Oxford, Oxford, OX3 9DU, UK
| | | | - Nicole Stoesser
- Nuffield Department for Medicine, University of Oxford, Oxford, OX3 9DU, UK
- NIHR Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance at the University of Oxford in Partnership With Public Health England, University of Oxford, Oxford, UK
| | - Derrick Crook
- Nuffield Department for Medicine, University of Oxford, Oxford, OX3 9DU, UK
- NIHR Biomedical Research Centre, University of Oxford, Oxford, UK
- NIHR Health Protection Research Unit in Healthcare Associated Infections and Antimicrobial Resistance at the University of Oxford in Partnership With Public Health England, University of Oxford, Oxford, UK
| | - Achillefs N Kapanidis
- Biological Physics Research Group, Clarendon Laboratory, Department of Physics, University of Oxford, Oxford, OX1 3PU, UK.
| |
Collapse
|
55
|
Jayakody H, Kiddle G, Perera S, Tisi L, Leese HS. Molecular diagnostics in the era of COVID-19. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2021; 13:3744-3763. [PMID: 34473144 DOI: 10.1039/d1ay00947h] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
As the COVID-19 pandemic continues to escalate globally and acquires new mutations, accurate diagnostic technologies continue to play a vital role in controlling and understanding the epidemiology of this disease. A plethora of technologies have enabled the diagnosis of individuals, informed clinical management, aided population-wide screening to determine transmission rates and identified cases within the wider community and high-risk settings. This review explores the application of molecular diagnostics technologies in controlling the spread of COVID-19, and the key factors that affect the sensitivity and specificity of the tests used.
Collapse
Affiliation(s)
- Harindi Jayakody
- Materials for Health Lab, Department of Chemical Engineering, University of Bath, Bath, UK.
- Erba Molecular, Ely, Cambridgeshire, UK.
| | - Guy Kiddle
- Erba Molecular, Ely, Cambridgeshire, UK.
| | - Semali Perera
- Materials for Health Lab, Department of Chemical Engineering, University of Bath, Bath, UK.
| | | | - Hannah S Leese
- Materials for Health Lab, Department of Chemical Engineering, University of Bath, Bath, UK.
| |
Collapse
|
56
|
Callahan C, Lee RA, Lee GR, Zulauf K, Kirby JE, Arnaout R. Nasal Swab Performance by Collection Timing, Procedure, and Method of Transport for Patients with SARS-CoV-2. J Clin Microbiol 2021; 59:e0056921. [PMID: 34076471 PMCID: PMC8373031 DOI: 10.1128/jcm.00569-21] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 04/30/2021] [Indexed: 12/23/2022] Open
Abstract
The urgent need for large-scale diagnostic testing for SARS-CoV-2 has prompted interest in sample collection methods of sufficient sensitivity to replace nasopharynx (NP) sampling. Nasal swab samples are an attractive alternative; however, previous studies have disagreed over how nasal sampling performs relative to NP sampling. Here, we compared nasal versus NP specimens collected by health care workers in a cohort of individuals clinically suspected of COVID-19 as well as SARS-CoV-2 reverse transcription (RT)-PCR-positive outpatients undergoing follow-up. We compared subjects being seen for initial evaluation versus follow-up, two different nasal swab collection protocols, and three different transport conditions, including traditional viral transport media (VTM) and dry swabs, on 307 total study participants. We compared categorical results and viral loads to those from standard NP swabs collected at the same time from the same patients. All testing was performed by RT-PCR on the Abbott SARS-CoV-2 RealTime emergency use authorization (EUA) (limit of detection [LoD], 100 copies viral genomic RNA/ml transport medium). We found low concordance overall, with Cohen's kappa (κ) of 0.49, with high concordance only for subjects with very high viral loads. We found medium concordance for testing at initial presentation (κ = 0.68) and very low concordance for follow-up testing (κ = 0.27). Finally, we show that previous reports of high concordance may have resulted from measurement using assays with sensitivity of ≥1,000 copies/ml. These findings suggest nasal-swab testing be used for situations in which viral load is expected to be high, as we demonstrate that nasal swab testing is likely to miss patients with low viral loads.
Collapse
Affiliation(s)
- Cody Callahan
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Rose A. Lee
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Ghee Rye Lee
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Kate Zulauf
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - James E. Kirby
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Ramy Arnaout
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| |
Collapse
|
57
|
John G, Sahajpal NS, Mondal AK, Ananth S, Williams C, Chaubey A, Rojiani AM, Kolhe R. Next-Generation Sequencing (NGS) in COVID-19: A Tool for SARS-CoV-2 Diagnosis, Monitoring New Strains and Phylodynamic Modeling in Molecular Epidemiology. Curr Issues Mol Biol 2021; 43:845-867. [PMID: 34449545 PMCID: PMC8929009 DOI: 10.3390/cimb43020061] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 07/21/2021] [Accepted: 07/23/2021] [Indexed: 12/24/2022] Open
Abstract
This review discusses the current testing methodologies for COVID-19 diagnosis and explores next-generation sequencing (NGS) technology for the detection of SARS-CoV-2 and monitoring phylogenetic evolution in the current COVID-19 pandemic. The review addresses the development, fundamentals, assay quality control and bioinformatics processing of the NGS data. This article provides a comprehensive review of the obstacles and opportunities facing the application of NGS technologies for the diagnosis, surveillance, and study of SARS-CoV-2 and other infectious diseases. Further, we have contemplated the opportunities and challenges inherent in the adoption of NGS technology as a diagnostic test with real-world examples of its utility in the fight against COVID-19.
Collapse
Affiliation(s)
- Goldin John
- Department of Pathology, Medical College of Georgia, Augusta University, BAE 2576, 1120 15th Street, Augusta, GA 30912, USA; (G.J.); (N.S.S.); (A.K.M.); (S.A.); (C.W.); (A.C.)
| | - Nikhil Shri Sahajpal
- Department of Pathology, Medical College of Georgia, Augusta University, BAE 2576, 1120 15th Street, Augusta, GA 30912, USA; (G.J.); (N.S.S.); (A.K.M.); (S.A.); (C.W.); (A.C.)
| | - Ashis K. Mondal
- Department of Pathology, Medical College of Georgia, Augusta University, BAE 2576, 1120 15th Street, Augusta, GA 30912, USA; (G.J.); (N.S.S.); (A.K.M.); (S.A.); (C.W.); (A.C.)
| | - Sudha Ananth
- Department of Pathology, Medical College of Georgia, Augusta University, BAE 2576, 1120 15th Street, Augusta, GA 30912, USA; (G.J.); (N.S.S.); (A.K.M.); (S.A.); (C.W.); (A.C.)
| | - Colin Williams
- Department of Pathology, Medical College of Georgia, Augusta University, BAE 2576, 1120 15th Street, Augusta, GA 30912, USA; (G.J.); (N.S.S.); (A.K.M.); (S.A.); (C.W.); (A.C.)
| | - Alka Chaubey
- Department of Pathology, Medical College of Georgia, Augusta University, BAE 2576, 1120 15th Street, Augusta, GA 30912, USA; (G.J.); (N.S.S.); (A.K.M.); (S.A.); (C.W.); (A.C.)
- Bionano Genomics Inc., San Diego, CA 92121, USA
| | - Amyn M. Rojiani
- Department of Pathology, Penn State University College of Medicine, Hershey, PA 16802, USA;
| | - Ravindra Kolhe
- Department of Pathology, Medical College of Georgia, Augusta University, BAE 2576, 1120 15th Street, Augusta, GA 30912, USA; (G.J.); (N.S.S.); (A.K.M.); (S.A.); (C.W.); (A.C.)
| |
Collapse
|
58
|
Furth N, Shilo S, Cohen N, Erez N, Fedyuk V, Schrager AM, Weinberger A, Dror AA, Zigron A, Shehadeh M, Sela E, Srouji S, Amit S, Levy I, Segal E, Dahan R, Jones D, Douek DC, Shema E. Unified platform for genetic and serological detection of COVID-19 with single-molecule technology. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021. [PMID: 34075385 PMCID: PMC8168389 DOI: 10.1101/2021.05.25.21257501] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The COVID-19 pandemic raises the need for diverse diagnostic approaches to rapidly detect different stages of viral infection. The flexible and quantitative nature of single-molecule imaging technology renders it optimal for development of new diagnostic tools. Here we present a proof-of-concept for a single-molecule based, enzyme-free assay for detection of SARS-CoV-2. The unified platform we developed allows direct detection of the viral genetic material from patients' samples, as well as their immune response consisting of IgG and IgM antibodies. Thus, it establishes a platform for diagnostics of COVID-19, which could also be adjusted to diagnose additional pathogens.
Collapse
Affiliation(s)
- Noa Furth
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Shay Shilo
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Niv Cohen
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Nir Erez
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Vadim Fedyuk
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| | - Alexander M Schrager
- Human Immunology Section, Vaccine Research Center, National Institutes of Health, Bethesda, MD, USA
| | - Adina Weinberger
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Amiel A Dror
- Department of Otolaryngology, Head and Neck Surgery, Galilee Medical Center, Nahariya, Israel.,The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Asaf Zigron
- Oral and Maxillofacial Department, Galilee Medical Center, Nahariya, Israel.,The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Mona Shehadeh
- Clinical Laboratories division, Clinical Biochemistry and Endocrinology laboratory, Galilee Medical Center, Naharia, Israel.,The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Eyal Sela
- Department of Otolaryngology, Head and Neck Surgery, Galilee Medical Center, Nahariya, Israel.,The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Samer Srouji
- Oral and Maxillofacial Department, Galilee Medical Center, Nahariya, Israel.,The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | | | - Itzchak Levy
- Sheba Medical Center, Ramat Gan, Israel.,Sackler Medical School, Tel Aviv university, Tel Aviv, Israel
| | - Eran Segal
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Rony Dahan
- Department of Immunology, Weizmann Institute of Science, Rehovot, Israel
| | | | - Daniel C Douek
- Human Immunology Section, Vaccine Research Center, National Institutes of Health, Bethesda, MD, USA
| | - Efrat Shema
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot, Israel
| |
Collapse
|
59
|
Ultra-Fast Electrochemical Sensor for Point-of-Care COVID-19 Diagnosis Using Non-Invasive Saliva Sampling. Processes (Basel) 2021. [DOI: 10.3390/pr9071236] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Point-of-care diagnostic devices that are rapid and reliable remain as an unmet need highlighted by the coronavirus disease (COVID-19) pandemic crisis. The second/third wave of virus spread in various parts of the world combined with new evidence of re-infections and inadequate healthcare facilities demand increased testing rate to diagnose COVID-19 at its core. Although traditional molecular diagnostic tests have served this purpose, there have been shortage of reagents and other supplies at pandemic frontlines. This calls for novel alternate diagnostic processes with potential for obtaining emergency use authorization and that can be deployed in the field at the earliest opportunity. Here, we show an ultra-fast SARS-CoV-2 detection sensor for detecting coronavirus proteins in saliva within 100 milliseconds. Electrochemical oxidation of nickel hydroxide has been controlled using cyclic voltammetry and chronoamperometry techniques for successful detection of SARS-CoV-2. Test results have proven the capability of sensors to quantitatively detect the concentration of virus in blinded analyses. The detection occurs by a process similar to that of SARS-CoV-2 binding onto host cells. The sensor also shows prospects in distinguishing SARS-CoV-2 from other viruses such as HIV. More importantly, the sensor matches the detection limit of the gold standard test for diagnosing early infection. The use of saliva as a non-invasive sampling technique combined with the portability of the instrument has broadened the potential of this sensor.
Collapse
|
60
|
Verna R, Alallon W, Murakami M, Hayward CPM, Harrath AH, Alwasel SH, Sumita NM, Alatas O, Fedeli V, Sharma P, Fuso A, Capuano DM, Capalbo M, Angeloni A, Bizzarri M. Analytical Performance of COVID-19 Detection Methods (RT-PCR): Scientific and Societal Concerns. Life (Basel) 2021; 11:660. [PMID: 34357032 PMCID: PMC8305061 DOI: 10.3390/life11070660] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 06/30/2021] [Accepted: 07/02/2021] [Indexed: 12/18/2022] Open
Abstract
Background. Health and social management of the SARS-CoV-2 epidemic, responsible for the COVID-19 disease, requires both screening tools and diagnostic procedures. Reliable screening tests aim at identifying (truely) infectious individuals that can spread the viral infection and therefore are essential for tracing and harnessing the epidemic diffusion. Instead, diagnostic tests should supplement clinical and radiological findings, thus helping in establishing the diagnosis. Several analytical assays, mostly using RT-PCR-based technologies, have become commercially available for healthcare workers and clinical laboratories. However, such tests showed some critical limitations, given that a relevant number of both false-positive and false-negative cases have been so far reported. Moreover, those analytical techniques demonstrated to be significantly influenced by pre-analytical biases, while the sensitivity showed a dramatic time dependency. Aim. Herein, we critically investigate limits and perspectives of currently available RT-PCR techniques, especially when referring to the required performances in providing reliable epidemiological and clinical information. Key Concepts. Current data cast doubt on the use of RT-PCR swabs as a screening procedure for tracing the evolution of the current SARS-COV-2 pandemic. Indeed, the huge number of both false-positive and false-negative results deprives the trustworthiness of decision making based on those data. Therefore, we should refine current available analytical tests to quickly identify individuals able to really transmit the virus, with the aim to control and prevent large outbreaks.
Collapse
Affiliation(s)
- Roberto Verna
- In Unam Sapientiam, 00185 Rome, Italy;
- WASPaLM, CT Corporation, P.O. Box 4349, Carol Stream, IL 60197-4349, USA;
- Academy for Health and Clinical Research, 00185 Rome, Italy
| | - Walter Alallon
- Department of Clinical Laboratory, Hospital de Clínicas, Facultad de Medicina, Universidad de la República, Montevideo 11000, Uruguay;
| | - Masami Murakami
- Department of Clinical Laboratory Medicine, Gunma University Graduate School of Medicine, 3-39-15 Showa-Machi, Maebashi 371-8511, Japan;
| | - Catherine P. M. Hayward
- Health Science Center, Departments of Pathology and Molecular Medicine, and Medicine, Room 2N29A, McMaster University, 1200 Main Street West, Hamilton, ON L8N 3Z5, Canada;
| | - Abdel Halim Harrath
- Department of Zoology, College of Science, King Saud University, Riyadh 11451, Saudi Arabia; (A.H.H.); (S.H.A.)
| | - Saleh H. Alwasel
- Department of Zoology, College of Science, King Saud University, Riyadh 11451, Saudi Arabia; (A.H.H.); (S.H.A.)
| | - Nairo M. Sumita
- Grupo Fleury, Central Laboratory Division, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo 05508, Brazil;
| | - Ozkan Alatas
- Department of Medical Biochemistry, Eskisehir Osmangazi University Medical School, Eskisehir 33400, Turkey;
| | - Valeria Fedeli
- Department of Experimental Medicine, Sapienza University, 00160 Rome, Italy; (V.F.); (A.F.); (A.A.)
| | - Praveen Sharma
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur 342005, India;
| | - Andrea Fuso
- Department of Experimental Medicine, Sapienza University, 00160 Rome, Italy; (V.F.); (A.F.); (A.A.)
| | - Daniela Maria Capuano
- WASPaLM, CT Corporation, P.O. Box 4349, Carol Stream, IL 60197-4349, USA;
- Academy for Health and Clinical Research, 00185 Rome, Italy
| | - Maria Capalbo
- Azienda Ospedaliera Ospedali Riuniti Marche Nord (DG), 61121 Pesaro, Italy;
| | - Antonio Angeloni
- Department of Experimental Medicine, Sapienza University, 00160 Rome, Italy; (V.F.); (A.F.); (A.A.)
| | - Mariano Bizzarri
- Department of Experimental Medicine, Sapienza University, 00160 Rome, Italy; (V.F.); (A.F.); (A.A.)
| |
Collapse
|
61
|
Abstract
Assembly and publication of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genome in January 2020 enabled the immediate development of tests to detect the new virus. This began the largest global testing programme in history, in which hundreds of millions of individuals have been tested to date. The unprecedented scale of testing has driven innovation in the strategies, technologies and concepts that govern testing in public health. This Review describes the changing role of testing during the COVID-19 pandemic, including the use of genomic surveillance to track SARS-CoV-2 transmission around the world, the use of contact tracing to contain disease outbreaks and testing for the presence of the virus circulating in the environment. Despite these efforts, widespread community transmission has become entrenched in many countries and has required the testing of populations to identify and isolate infected individuals, many of whom are asymptomatic. The diagnostic and epidemiological principles that underpin such population-scale testing are also considered, as are the high-throughput and point-of-care technologies that make testing feasible on a massive scale.
Collapse
Affiliation(s)
- Tim R Mercer
- Australian Institute for Bioengineering and Nanotechnology, University of Queensland, Brisbane, QLD, Australia.
- Garvan Institute of Medical Research, Sydney, NSW, Australia.
- St Vincent's Clinical School, University of New South Wales, Sydney, NSW, Australia.
| | - Marc Salit
- Departments of Pathology and Bioengineering, Stanford University, Stanford, CA, USA
- Joint Initiative for Metrology in Biology, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| |
Collapse
|
62
|
Young RM, Solis CJ, Barriga-Fehrman A, Abogabir C, Thadani AR, Labarca M, Bustamante E, Tapia CV, Sarda AG, Sepulveda F, Pozas N, Cerpa LC, Lavanderos MA, Varela NM, Santibañez A, Sandino AM, Reyes-Lopez F, Dixon G, Quiñones LA. Smartphone screen testing, a novel pre-diagnostic method to identify SARS-CoV-2 infectious individuals. eLife 2021; 10:e70333. [PMID: 34155970 PMCID: PMC8275127 DOI: 10.7554/elife.70333] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 06/21/2021] [Indexed: 11/25/2022] Open
Abstract
The COVID-19 pandemic will likely take years to control globally, and constant epidemic surveillance will be required to limit the spread of SARS-CoV-2, especially considering the emergence of new variants that could hamper the effect of vaccination efforts. We developed a simple and robust - Phone Screen Testing (PoST) - method to detect SARS-CoV-2-positive individuals by RT-PCR testing of smartphone screen swab samples. We show that 81.3-100% of individuals with high-viral-load SARS-CoV-2 nasopharyngeal-positive samples also test positive for PoST, suggesting this method is effective in identifying COVID-19 contagious individuals. Furthermore, we successfully identified polymorphisms associated with SARS-CoV-2 Alpha, Beta, and Gamma variants, in SARS-CoV-2-positive PoST samples. Overall, we report that PoST is a new non-invasive, cost-effective, and easy-to-implement smartphone-based smart alternative for SARS-CoV-2 testing, which could help to contain COVID-19 outbreaks and identification of variants of concern in the years to come.
Collapse
Affiliation(s)
- Rodrigo M Young
- Diagnosis BiotechSantiagoChile
- Institute of Ophthalmology, University College LondonLondonUnited Kingdom
| | | | | | | | | | | | - Eva Bustamante
- Grupo Oncológico Cooperativo Chileno de InvestigaciónSantiagoChile
| | | | | | | | - Nadia Pozas
- Laboratorio de Especialidad, Clínica DávilaSantiagoChile
| | - Leslie C Cerpa
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics (Chilean Health Council Diagnostic Covid19 Laboratory), Department of Basic and Clinical Oncology, Faculty of Medicine, University of ChileSantiagoChile
| | - María A Lavanderos
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics (Chilean Health Council Diagnostic Covid19 Laboratory), Department of Basic and Clinical Oncology, Faculty of Medicine, University of ChileSantiagoChile
| | - Nelson M Varela
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics (Chilean Health Council Diagnostic Covid19 Laboratory), Department of Basic and Clinical Oncology, Faculty of Medicine, University of ChileSantiagoChile
| | - Alvaro Santibañez
- Centro de Biotecnología Acuícola, Facultad de Química y BiologíaSantiagoChile
- Programa Disciplinario de Inmunología, Instituto de Ciencias Biomédicas, Facultad de Medicina, Universidad de ChileSantiagoChile
| | - Ana M Sandino
- Centro de Biotecnología Acuícola, Facultad de Química y BiologíaSantiagoChile
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de ChileSantiagoChile
| | - Felipe Reyes-Lopez
- Centro de Biotecnología Acuícola, Facultad de Química y BiologíaSantiagoChile
- Departamento de Biología, Facultad de Química y Biología, Universidad de Santiago de ChileSantiagoChile
- Department of Cell Biology, Physiology and Immunology, Universitat Autònoma de BarcelonaBellaterraSpain
- Facultad de Medicina Veterinaria y Agronomía, Universidad de Las AméricasProvidenciaChile
| | - Garth Dixon
- Department of Cell Biology, Physiology and Immunology, Universitat Autònoma de BarcelonaBellaterraSpain
- Department of Microbiology, Virology and Infection Control, Hospital National Health Service Foundation TrustLondonUnited Kingdom
- National Institute for Health Research Biomedical Research Centre at Great Ormond Hospital for Children National Health Service Foundation Trust and University CollegeLondonUnited Kingdom
| | - Luis A Quiñones
- Laboratory of Chemical Carcinogenesis and Pharmacogenetics (Chilean Health Council Diagnostic Covid19 Laboratory), Department of Basic and Clinical Oncology, Faculty of Medicine, University of ChileSantiagoChile
| |
Collapse
|
63
|
Damiati S, Sopstad S, Peacock M, Akhtar AS, Pinto I, Soares RRG, Russom A. Flex Printed Circuit Board Implemented Graphene-Based DNA Sensor for Detection of SARS-CoV-2. IEEE SENSORS JOURNAL 2021; 21:13060-13067. [PMID: 35582203 PMCID: PMC8864937 DOI: 10.1109/jsen.2021.3068922] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 03/01/2021] [Accepted: 03/23/2021] [Indexed: 05/06/2023]
Abstract
Since the COVID-19 outbreak was declared a pandemic by the World Health Organization (WHO) in March 2020, ongoing efforts have been made to develop sensitive diagnostic platforms. Detection of viral RNA provides the highest sensitivity and specificity for detection of early and asymptomatic infections. Thus, this work aimed at developing a label-free genosensor composed of graphene as a working electrode that could be embedded into a flex printed circuit board (FPCB) for the rapid, sensitive, amplification-free and label-free detection of SARS-CoV-2. To facilitate liquid handling and ease of use, the developed biosensor was embedded with a user-friendly reservoir chamber. As a proof-of-concept, detection of a synthetic DNA strand matching the sequence of ORF1ab was performed as a two-step strategy involving the immobilization of a biotinylated complementary sequence on a streptavidin-modified surface, followed by hybridization with the target sequence recorded by the differential pulse voltammetric (DPV) technique in the presence of a ferro/ferricyanide redox couple. The effective design of the sensing platform improved its selectivity and sensitivity and allowed DNA quantification ranging from 100 fg/mL to [Formula: see text]/mL. Combining the electrochemical technique with FPCB enabled rapid detection of the target sequence using a small volume of the sample (5-[Formula: see text]). We achieved a limit-of-detection of 100 fg/mL, whereas the predicted value was ~33 fg/mL, equivalent to approximately [Formula: see text] copies/mL and comparable to sensitivities provided by isothermal nucleic acid amplification tests. We believe that the developed approach proves the ability of an FPCB-implemented DNA sensor to act as a potentially simpler and more affordable diagnostic assay for viral infections in Point-Of-Care (POC) applications.
Collapse
Affiliation(s)
- Samar Damiati
- Department of BiochemistryFaculty of ScienceKing Abdulaziz University Jeddah 21589 Saudi Arabia
- Division of NanobiotechnologyDepartment of Protein Science, Science for Life LaboratoryKTH Royal Institute of Technology 171 21 Stockholm Sweden
| | - Sindre Sopstad
- Department of MicrosystemsFaculty of Technology, Natural Sciences and MaritimeUniversity of South-Eastern Norway 3184 Borre Norway
| | | | - Ahmad S Akhtar
- Science for Life Laboratory, Division of NanobiotechnologyDepartment of Protein Science, School of Engineering Sciences in Chemistry, Biotechnology and HealthKTH Royal Institute of Technology 114 28 Stockholm Sweden
| | - Ines Pinto
- Science for Life Laboratory, Division of NanobiotechnologyDepartment of Protein Science, School of Engineering Sciences in Chemistry, Biotechnology and HealthKTH Royal Institute of Technology 114 28 Stockholm Sweden
| | - Ruben R G Soares
- Science for Life Laboratory, Division of NanobiotechnologyDepartment of Protein Science, School of Engineering Sciences in Chemistry, Biotechnology and HealthKTH Royal Institute of Technology 114 28 Stockholm Sweden
| | - Aman Russom
- Science for Life Laboratory, Division of NanobiotechnologyDepartment of Protein Science, School of Engineering Sciences in Chemistry, Biotechnology and HealthKTH Royal Institute of Technology 114 28 Stockholm Sweden
| |
Collapse
|
64
|
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: 44] [Impact Index Per Article: 11.0] [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.
Collapse
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
| |
Collapse
|
65
|
Candel FJ, Viayna E, Callejo D, Ramos R, San-Roman-Montero J, Barreiro P, Carretero MDM, Kolipiński A, Canora J, Zapatero A, Runken MC. Social Restrictions versus Testing Campaigns in the COVID-19 Crisis: A Predictive Model Based on the Spanish Case. Viruses 2021; 13:917. [PMID: 34063465 PMCID: PMC8157049 DOI: 10.3390/v13050917] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 05/10/2021] [Accepted: 05/12/2021] [Indexed: 12/29/2022] Open
Abstract
The global COVID-19 spread has forced countries to implement non-pharmacological interventions (NPI) (i.e., mobility restrictions and testing campaigns) to preserve health systems. Spain is one of the most severely impacted countries, both clinically and economically. In an effort to support policy decision-making, we aimed to assess the impacts of different NPI on COVID-19 epidemiology, healthcare costs and Gross Domestic Product (GDP). A modified Susceptible-Exposed-Infectious-Removed epidemiological model was created to simulate the pandemic evolution. Its output was used to populate an economic model to quantify healthcare costs and GDP variation through a regression model which correlates NPI and GDP change from 42 countries. Thirteen scenarios combining different NPI were consecutively simulated in the epidemiological and economic models. Both increased testing and stringency could reduce cases, hospitalizations and deaths. While policies based on increased testing rates lead to higher healthcare costs, increased stringency is correlated with greater GDP declines, with differences of up to 4.4% points. Increased test sensitivity may lead to a reduction of cases, hospitalizations and deaths and to the implementation of pooling techniques that can increase throughput testing capacity. Alternative strategies to control COVID-19 spread entail differing economic outcomes. Decision-makers may utilize this tool to identify the most suitable strategy considering epidemiological and economic outcomes.
Collapse
Affiliation(s)
- Francisco Javier Candel
- Clinical Microbiology and Infectious Diseases, Hospital Clínico San Carlos, IdISSC and IML Health Institutes, Council of Public Health, Prof Martín Lagos, s/n, 28040 Madrid, Spain;
| | - Elisabet Viayna
- Scientific & Medical Affairs, Global Health Economics and Outcomes Research, Grifols S.A., Av. Generalitat, 152 (SC3), Sant Cugat del Vallès, 08174 Barcelona, Spain
| | - Daniel Callejo
- Health Economics and Outcomes Research, IQVIA, Juan Esplandiú, 11, 28007 Madrid, Spain;
| | - Raul Ramos
- AQR-IREA, Deptment of Econometrics, Statistics and Applied Economics, Faculty of Economics and Business, University of Barcelona, Av. Diagonal, 690-696, 08034 Barcelona, Spain;
| | - Jesús San-Roman-Montero
- Department of Medical Specialties and Public Health, Rey Juan Carlos University, Avenida de Atenas s/n, Alcorcón, 28922 Madrid, Spain;
| | - Pablo Barreiro
- Department of Infectious Diseases, Internal Medicine, Hospital La Paz, Council of Public Health, European University of Madrid, Paseo de la Castellana, 261, 28046 Madrid, Spain;
| | - María del Mar Carretero
- Public Health Laboratory, Council of Public Health, Calle Sierra de Alquife, 8, 28053 Madrid, Spain;
| | - Adam Kolipiński
- Software Development Stat Services, IQVIA Commercial sp. z o.o., Domaniewska 48, 02-672 Warsaw, Poland;
| | - Jesus Canora
- Health Council, Community of Madrid, Madrid, C/O’Donnell, 55, 4th Floor, 28009 Madrid, Spain; (J.C.); (A.Z.)
| | - Antonio Zapatero
- Health Council, Community of Madrid, Madrid, C/O’Donnell, 55, 4th Floor, 28009 Madrid, Spain; (J.C.); (A.Z.)
| | - Michael Chris Runken
- Scientific & Medical Affairs, Global Health Economics and Outcomes Research, Grifols SSNA, 79 TW Alexander Dr Bldg. 4101, Durham, NC 27713, USA;
| |
Collapse
|
66
|
Gupta N, Augustine S, Narayan T, O’Riordan A, Das A, Kumar D, Luong JHT, Malhotra BD. Point-of-Care PCR Assays for COVID-19 Detection. BIOSENSORS 2021; 11:141. [PMID: 34062874 PMCID: PMC8147281 DOI: 10.3390/bios11050141] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 04/20/2021] [Accepted: 04/28/2021] [Indexed: 12/24/2022]
Abstract
Molecular diagnostics has been the front runner in the world's response to the COVID-19 pandemic. Particularly, reverse transcriptase-polymerase chain reaction (RT-PCR) and the quantitative variant (qRT-PCR) have been the gold standard for COVID-19 diagnosis. However, faster antigen tests and other point-of-care (POC) devices have also played a significant role in containing the spread of SARS-CoV-2 by facilitating mass screening and delivering results in less time. Thus, despite the higher sensitivity and specificity of the RT-PCR assays, the impact of POC tests cannot be ignored. As a consequence, there has been an increased interest in the development of miniaturized, high-throughput, and automated PCR systems, many of which can be used at point-of-care. This review summarizes the recent advances in the development of miniaturized PCR systems with an emphasis on COVID-19 detection. The distinct features of digital PCR and electrochemical PCR are detailed along with the challenges. The potential of CRISPR/Cas technology for POC diagnostics is also highlighted. Commercial RT-PCR POC systems approved by various agencies for COVID-19 detection are discussed.
Collapse
Affiliation(s)
- Niharika Gupta
- Department of Biotechnology, Delhi Technological University, Shahbad Daulatpur, Delhi 110042, India; (N.G.); (S.A.); (A.D.)
| | - Shine Augustine
- Department of Biotechnology, Delhi Technological University, Shahbad Daulatpur, Delhi 110042, India; (N.G.); (S.A.); (A.D.)
| | - Tarun Narayan
- Nanotechnology Group, Tyndall National Institute, University College Cork, T12 K8AF Cork, Ireland; (T.N.); (A.O.)
| | - Alan O’Riordan
- Nanotechnology Group, Tyndall National Institute, University College Cork, T12 K8AF Cork, Ireland; (T.N.); (A.O.)
| | - Asmita Das
- Department of Biotechnology, Delhi Technological University, Shahbad Daulatpur, Delhi 110042, India; (N.G.); (S.A.); (A.D.)
| | - D. Kumar
- Department of Applied Chemistry, Delhi Technological University, Shahbad Daulatpur, New Delhi 110042, India;
| | - John H. T. Luong
- School of Chemistry, University College Cork, T12 K8AF Cork, Ireland
| | - Bansi D. Malhotra
- Department of Biotechnology, Delhi Technological University, Shahbad Daulatpur, Delhi 110042, India; (N.G.); (S.A.); (A.D.)
| |
Collapse
|
67
|
Ganbaatar U, Liu C. CRISPR-Based COVID-19 Testing: Toward Next-Generation Point-of-Care Diagnostics. Front Cell Infect Microbiol 2021; 11:663949. [PMID: 33996635 PMCID: PMC8120276 DOI: 10.3389/fcimb.2021.663949] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 04/16/2021] [Indexed: 12/26/2022] Open
Abstract
As the COVID-19 pandemic continues, people are becoming infected at an alarming rate, individuals are unknowingly spreading disease, and more lives are lost every day. There is an immediate need for a simple, rapid, early and sensitive point-of-care testing for COVID-19 disease. However, current testing approaches do not meet such need. Recently, clustered regularly interspaced short palindromic repeats (CRISPR)-based detection methods have received substantial attention for nucleic acid-based molecular testing due to their simplicity, high sensitivity and specificity. This review explores the various CRISPR-based COVID-19 detection methods and related diagnostic devices. As with any emerging technology, CRISPR/Cas-based nucleic acid testing methods have several challenges that must be overcome for practical applications in clinics and hospitals. More importantly, these detection methods are not limited to COVID-19 but can be applied to detect any type of pathogen, virus, and fungi that may threaten humans, agriculture, and food industries in resource-limited settings. CRISPR/Cas-based detection methods have the potential to become simpler, more reliable, more affordable, and faster in the near future, which is highly important for achieving point-of-care diagnostics.
Collapse
Affiliation(s)
- Uyanga Ganbaatar
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, United States
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT, United States
| | - Changchun Liu
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, United States
| |
Collapse
|
68
|
Weil PP, Hentschel J, Schult F, Pembaur A, Ghebremedhin B, Mboma O, Heusch A, Reuter AC, Müller D, Wirth S, Aydin M, Jenke ACW, Postberg J. Combined RT-qPCR and pyrosequencing of a Spike glycoprotein polybasic cleavage motif can uncover pediatric SARS-CoV-2 infections associated with heterogeneous presentation. Mol Cell Pediatr 2021; 8:4. [PMID: 33893880 PMCID: PMC8065314 DOI: 10.1186/s40348-021-00115-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/07/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Reverse transcription of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) (+)RNA genome and subgenomic RNAs (sgRNAs) and subsequent quantitative polymerase chain reaction (RT-qPCR) is the reliable diagnostic gold standard for COVID-19 diagnosis and the identification of potential spreaders. Apart from clinical relevance and containment, for specific questions, it might be of interest to (re)investigate cases with low SARS-CoV-2 load, where RT-qPCR alone can deliver conflicting results, even though these cases might neither be clinically relevant nor significant for containment measures, because they might probably not be infectious. In order to expand the diagnostic bandwidth for non-routine questions, particularly for the reliable discrimination between negative and false-negative specimens associated with high CT values, we combined the RT-qPCR workflow with subsequent pyrosequencing of a S-gene amplicon. This expansion can help to confirm SARS-CoV-2 infections without the demand of confirmative antibody testing, which requires to summon patients again for blood sampling few to several weeks after symptom onset. RESULTS We successfully established a combined RT-qPCR and S-gene pyrosequencing method which can be optionally exploited after routine diagnostics. This allows a reliable interpretation of RT-qPCR results in specimens with relatively low viral loads and close to the detection limits of qPCR. After laboratory implementation, we tested the combined method in a large pediatric cohort from two German medical centers (n=769). Pyrosequencing after RT-qPCR enabled us to uncover 5 previously unrecognized cases of pediatric SARS-CoV-2-associated diseases, mainly exhibiting mild and heterogeneous presentation-apart from a single case of multisystem inflammatory syndrome in children (MIS-C) associated with SARS-CoV-2, who was hospitalized in the course of the study. CONCLUSIONS The proposed protocol allows a specific and sensitive confirmation of SARS-CoV-2 infections close to the detection limits of RT-qPCR. The tested biotinylated primers do not negatively affect the RT-qPCR pipeline and thus can be optionally applied to enable deeper inspection of RT-qPCR results by subsequent pyrosequencing. Moreover, due to the incremental transmission of SARS-CoV-2 variants of concern, we note that the used strategy can uncover (Spike) P681H allowing the pre-selection of SARS-CoV-2 B.1.1.7 candidate specimens for deep sequencing.
Collapse
Affiliation(s)
- Patrick Philipp Weil
- Clinical Molecular Genetics and Epigenetics, Faculty of Health, Centre for Biomedical Education & Research (ZBAF), Witten/Herdecke University, Alfred-Herrhausen-Str. 50, 58448 Witten, Germany
| | - Jacqueline Hentschel
- Clinical Molecular Genetics and Epigenetics, Faculty of Health, Centre for Biomedical Education & Research (ZBAF), Witten/Herdecke University, Alfred-Herrhausen-Str. 50, 58448 Witten, Germany
| | - Frank Schult
- HELIOS University Hospital Wuppertal, Children’s Hospital, Centre for Clinical & Translational Research (CCTR), Witten/Herdecke University, Heusnerstr. 40, 42283 Wuppertal, Germany
| | - Anton Pembaur
- Clinical Molecular Genetics and Epigenetics, Faculty of Health, Centre for Biomedical Education & Research (ZBAF), Witten/Herdecke University, Alfred-Herrhausen-Str. 50, 58448 Witten, Germany
| | - Beniam Ghebremedhin
- HELIOS University Hospital Wuppertal, Institute of Medical Laboratory Diagnostics, Centre for Clinical & Translational Research (CCTR), Witten/Herdecke University, Heusnerstr. 40, 42283 Wuppertal, Germany
| | - Olivier Mboma
- HELIOS University Hospital Wuppertal, Children’s Hospital, Centre for Clinical & Translational Research (CCTR), Witten/Herdecke University, Heusnerstr. 40, 42283 Wuppertal, Germany
| | - Andreas Heusch
- HELIOS University Hospital Wuppertal, Children’s Hospital, Centre for Clinical & Translational Research (CCTR), Witten/Herdecke University, Heusnerstr. 40, 42283 Wuppertal, Germany
| | - Anna-Christin Reuter
- Clinical Molecular Genetics and Epigenetics, Faculty of Health, Centre for Biomedical Education & Research (ZBAF), Witten/Herdecke University, Alfred-Herrhausen-Str. 50, 58448 Witten, Germany
| | - Daniel Müller
- Clinical Molecular Genetics and Epigenetics, Faculty of Health, Centre for Biomedical Education & Research (ZBAF), Witten/Herdecke University, Alfred-Herrhausen-Str. 50, 58448 Witten, Germany
| | - Stefan Wirth
- HELIOS University Hospital Wuppertal, Children’s Hospital, Centre for Clinical & Translational Research (CCTR), Witten/Herdecke University, Heusnerstr. 40, 42283 Wuppertal, Germany
| | - Malik Aydin
- HELIOS University Hospital Wuppertal, Experimental Pediatric Pneumology and Allergology, Children’s Hospital, Centre for Clinical & Translational Research (CCTR), Witten/Herdecke University, Heusnerstr. 40, 42283 Wuppertal, Germany
| | - Andreas C. W. Jenke
- Klinikum Kassel, Zentrum für Kinder- und Jugendmedizin, Neonatologie und allgemeine Pädiatrie, Mönchebergstr. 41-43, 34125 Kassel, Germany
| | - Jan Postberg
- Clinical Molecular Genetics and Epigenetics, Faculty of Health, Centre for Biomedical Education & Research (ZBAF), Witten/Herdecke University, Alfred-Herrhausen-Str. 50, 58448 Witten, Germany
| |
Collapse
|
69
|
Ejima K, Kim KS, Iwanami S, Fujita Y, Li M, Zoh RS, Aihara K, Miyazaki T, Wakita T, Iwami S. Time variation in the probability of failing to detect a case of polymerase chain reaction testing for SARS-CoV-2 as estimated from a viral dynamics model. J R Soc Interface 2021; 18:20200947. [PMID: 33878277 PMCID: PMC8086922 DOI: 10.1098/rsif.2020.0947] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Viral tests including polymerase chain reaction (PCR) tests are recommended to diagnose COVID-19 infection during the acute phase of infection. A test should have high sensitivity; however, the sensitivity of the PCR test is highly influenced by viral load, which changes over time. Because it is difficult to collect data before the onset of symptoms, the current literature on the sensitivity of the PCR test before symptom onset is limited. In this study, we used a viral dynamics model to track the probability of failing to detect a case of PCR testing over time, including the presymptomatic period. The model was parametrized by using longitudinal viral load data collected from 30 hospitalized patients. The probability of failing to detect a case decreased toward symptom onset, and the lowest probability was observed 2 days after symptom onset and increased afterwards. The probability on the day of symptom onset was 1.0% (95% CI: 0.5 to 1.9) and that 2 days before symptom onset was 60.2% (95% CI: 57.1 to 63.2). Our study suggests that the diagnosis of COVID-19 by PCR testing should be done carefully, especially when the test is performed before or way after symptom onset. Further study is needed of patient groups with potentially different viral dynamics, such as asymptomatic cases.
Collapse
Affiliation(s)
- Keisuke Ejima
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, IN 47405, USA
| | - Kwang Su Kim
- Department of Biology, Faculty of Sciences, Kyushu University, 744 Motooka Nishi-ku, Fukuoka 819-0395, Japan
| | - Shoya Iwanami
- Department of Biology, Faculty of Sciences, Kyushu University, 744 Motooka Nishi-ku, Fukuoka 819-0395, Japan
| | - Yasuhisa Fujita
- Department of Biology, Faculty of Sciences, Kyushu University, 744 Motooka Nishi-ku, Fukuoka 819-0395, Japan
| | - Ming Li
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, IN 47405, USA
| | - Roger S Zoh
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, IN 47405, USA
| | - Kazuyuki Aihara
- International Research Center for Neurointelligence, The University of Tokyo Institutes for Advanced Study, The University of Tokyo, Tokyo, Japan
| | - Taiga Miyazaki
- Department of Infectious Diseases, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Takaji Wakita
- Department of Virology II, National Institute of Infectious Diseases, Tokyo, Japan
| | - Shingo Iwami
- Department of Biology, Faculty of Sciences, Kyushu University, 744 Motooka Nishi-ku, Fukuoka 819-0395, Japan.,MIRAI, JST, Saitama, Japan.,Institute for the Advanced Study of Human Biology (ASHBi), Kyoto University, Kyoto, Japan.,NEXT-Ganken Program, Japanese Foundation for Cancer Research (JFCR), Tokyo, Japan.,Science Groove Inc., Fukuoka, Japan
| |
Collapse
|
70
|
Lee RA, Herigon JC, Benedetti A, Pollock NR, Denkinger CM. Performance of Saliva, Oropharyngeal Swabs, and Nasal Swabs for SARS-CoV-2 Molecular Detection: a Systematic Review and Meta-analysis. J Clin Microbiol 2021; 59:JCM.02881-20. [PMID: 33504593 DOI: 10.1101/2020.11.12.20230748] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2023] Open
Abstract
Nasopharyngeal (NP) swabs are considered the highest-yield sample for diagnostic testing for respiratory viruses, including SARS-CoV-2. The need to increase capacity for SARS-CoV-2 testing in a variety of settings, combined with shortages of sample collection supplies, have motivated a search for alternative sample types with high sensitivity. We systematically reviewed the literature to understand the performance of alternative sample types compared to NP swabs. We systematically searched PubMed, Google Scholar, medRxiv, and bioRxiv (last retrieval 1 October 2020) for comparative studies of alternative specimen types (saliva, oropharyngeal [OP], and nasal [NS] swabs) versus NP swabs for SARS-CoV-2 diagnosis using nucleic acid amplification testing (NAAT). A logistic-normal random-effects meta-analysis was performed to calculate % positive alternative-specimen, % positive NP, and % dual positives overall and in subgroups. The QUADAS 2 tool was used to assess bias. From 1,253 unique citations, we identified 25 saliva, 11 NS, 6 OP, and 4 OP/NS studies meeting inclusion criteria. Three specimen types captured lower % positives (NS [82%, 95% CI: 73 to 90%], OP [84%, 95% CI: 57 to 100%], and saliva [88%, 95% CI: 81 to 93%]) than NP swabs, while combined OP/NS matched NP performance (97%, 95% CI: 90 to 100%). Absence of RNA extraction (saliva) and utilization of a more sensitive NAAT (NS) substantially decreased alternative-specimen yield of positive samples. NP swabs remain the gold standard for diagnosis of SARS-CoV-2, although alternative specimens are promising. Much remains unknown about the impact of variations in specimen collection, processing protocols, and population (pediatric versus adult, late versus early in disease course), such that head-to head studies of sampling strategies are urgently needed.
Collapse
Affiliation(s)
- Rose A Lee
- Division of Infectious Diseases, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Joshua C Herigon
- Division of Infectious Diseases, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Andrea Benedetti
- Department of Medicine and of Epidemiology, Biostatistics & Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Nira R Pollock
- Division of Infectious Diseases, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Department of Laboratory Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Claudia M Denkinger
- Division of Clinical Tropical Medicine, Center of Infectious Diseases, Heidelberg University Hospital, Heidelberg, Germany
| |
Collapse
|
71
|
Lee RA, Herigon JC, Benedetti A, Pollock NR, Denkinger CM. Performance of Saliva, Oropharyngeal Swabs, and Nasal Swabs for SARS-CoV-2 Molecular Detection: a Systematic Review and Meta-analysis. J Clin Microbiol 2021; 59:e02881-20. [PMID: 33504593 PMCID: PMC8091856 DOI: 10.1128/jcm.02881-20] [Citation(s) in RCA: 204] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Nasopharyngeal (NP) swabs are considered the highest-yield sample for diagnostic testing for respiratory viruses, including SARS-CoV-2. The need to increase capacity for SARS-CoV-2 testing in a variety of settings, combined with shortages of sample collection supplies, have motivated a search for alternative sample types with high sensitivity. We systematically reviewed the literature to understand the performance of alternative sample types compared to NP swabs. We systematically searched PubMed, Google Scholar, medRxiv, and bioRxiv (last retrieval 1 October 2020) for comparative studies of alternative specimen types (saliva, oropharyngeal [OP], and nasal [NS] swabs) versus NP swabs for SARS-CoV-2 diagnosis using nucleic acid amplification testing (NAAT). A logistic-normal random-effects meta-analysis was performed to calculate % positive alternative-specimen, % positive NP, and % dual positives overall and in subgroups. The QUADAS 2 tool was used to assess bias. From 1,253 unique citations, we identified 25 saliva, 11 NS, 6 OP, and 4 OP/NS studies meeting inclusion criteria. Three specimen types captured lower % positives (NS [82%, 95% CI: 73 to 90%], OP [84%, 95% CI: 57 to 100%], and saliva [88%, 95% CI: 81 to 93%]) than NP swabs, while combined OP/NS matched NP performance (97%, 95% CI: 90 to 100%). Absence of RNA extraction (saliva) and utilization of a more sensitive NAAT (NS) substantially decreased alternative-specimen yield of positive samples. NP swabs remain the gold standard for diagnosis of SARS-CoV-2, although alternative specimens are promising. Much remains unknown about the impact of variations in specimen collection, processing protocols, and population (pediatric versus adult, late versus early in disease course), such that head-to head studies of sampling strategies are urgently needed.
Collapse
Affiliation(s)
- Rose A Lee
- Division of Infectious Diseases, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Joshua C Herigon
- Division of Infectious Diseases, Department of Pediatrics, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Andrea Benedetti
- Department of Medicine and of Epidemiology, Biostatistics & Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Nira R Pollock
- Division of Infectious Diseases, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Department of Laboratory Medicine, Boston Children's Hospital, Boston, Massachusetts, USA
| | - Claudia M Denkinger
- Division of Clinical Tropical Medicine, Center of Infectious Diseases, Heidelberg University Hospital, Heidelberg, Germany
| |
Collapse
|
72
|
Chen L, Yadav V, Zhang C, Huo X, Wang C, Senapati S, Chang HC. Elliptical Pipette Generated Large Microdroplets for POC Visual ddPCR Quantification of Low Viral Load. Anal Chem 2021; 93:6456-6462. [PMID: 33861566 DOI: 10.1021/acs.analchem.1c00192] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Rapid point-of-care (POC) quantification of low virus RNA load would significantly reduce the turn-around time for the PCR test and help contain a fast-spreading epidemic. Herein, we report a droplet digital PCR (ddPCR) platform that can achieve this sensitivity and rapidity without bulky lab-bound equipment. The key technology is a flattened pipette tip with an elliptical cross-section, which extends a high aspect-ratio microfluidic chip design to pipette scale, for rapid (<5 min) generation of several thousand monodispersed droplets ∼150 to 350 μm in size with a CV of ∼2.3%. A block copolymer surfactant (polyoxyalkylene F127) is used to stabilize these large droplets in oil during thermal cycling. At this droplet size and number, positive droplets can be counted by eye or imaged by a smartphone with appropriate illumination/filtering to accurately quantify up to 100 target copies. We demonstrate with 2019 nCoV-PCR assay LODs of 3.8 copies per 20 μL of sample and a dynamic range of 4-100 copies. The ddPCR platform is shown to be inhibitor resistant with spiked saliva samples, suggesting RNA extraction may not be necessary. It represents a rapid 1.5-h POC quantitative PCR test that requires just a pipette equipped with elliptical pipette tip, a commercial portable thermal cycler, a smartphone, and a portable trans-illuminator, without bulky and expensive micropumps and optical detectors that prevent POC application.
Collapse
Affiliation(s)
- Liao Chen
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Vivek Yadav
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Chenguang Zhang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Xiaoye Huo
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Ceming Wang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Satyajyoti Senapati
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Hsueh-Chia Chang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, Indiana 46556, United States
| |
Collapse
|
73
|
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: 17] [Impact Index Per Article: 4.3] [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.
Collapse
|
74
|
Moreno GK, Braun KM, Pray IW, Segaloff HE, Lim A, Poulson K, Meiman J, Borcher J, Westergaard RP, Moll MK, Friedrich TC, O'Connor DH. SARS-CoV-2 transmission in intercollegiate athletics not fully mitigated with daily antigen testing. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021. [PMID: 33688665 PMCID: PMC7941640 DOI: 10.1101/2021.03.03.21252838] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background High frequency, rapid turnaround SARS-CoV-2 testing continues to be proposed as a way of efficiently identifying and mitigating transmission in congregate settings. However, two SARS-CoV-2 outbreaks occurred among intercollegiate university athletic programs during the fall 2020 semester despite mandatory directly observed daily antigen testing. Methods During the fall 2020 semester, athletes and staff in both programs were tested daily using Quidel's Sofia SARS Antigen Fluorescent Immunoassay (FIA), with positive antigen results requiring confirmatory testing with real-time reverse transcription polymerase chain reaction (RT-PCR). We used genomic sequencing to investigate transmission dynamics in these two outbreaks. Results In Outbreak 1, 32 confirmed cases occurred within a university athletics program after the index patient attended a meeting while infectious despite a negative antigen test on the day of the meeting. Among isolates sequenced from Outbreak 1, 24 (92%) of 26 were closely related, suggesting sustained transmission following an initial introduction event. In Outbreak 2, 12 confirmed cases occurred among athletes from two university programs that faced each other in an athletic competition despite receiving negative antigen test results on the day of the competition. Sequences from both teams were closely related and unique from strains circulating in the community, suggesting transmission during intercollegiate competition. Conclusions These findings suggest that antigen testing alone, even when mandated and directly observed, may not be sufficient as an intervention to prevent SARS-CoV-2 outbreaks in congregate settings, and highlights the importance of supplementing serial antigen testing with appropriate mitigation strategies to prevent SARS-CoV-2 outbreak in congregate settings. Summary High frequency, rapid turnaround SARS-CoV-2 testing continues to be proposed as a way of efficiently identifying and mitigating transmission in congregate settings. However, here we describe two SARS-CoV-2 outbreaks occurred among intercollegiate university athletic programs during the fall 2020 semester.
Collapse
Affiliation(s)
- Gage K Moreno
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison USA 53711
| | - Katarina M Braun
- Department of Pathobiological Sciences, University of Wisconsin-Madison USA 53711
| | - Ian W Pray
- Wisconsin Department of Health Services, USA 53703.,Epidemic Intelligence Service, Centers for Disease Control and Prevention USA 30333
| | - Hannah E Segaloff
- Wisconsin Department of Health Services, USA 53703.,Epidemic Intelligence Service, Centers for Disease Control and Prevention USA 30333
| | - Ailam Lim
- Wisconsin Veterinary Diagnostic Laboratory, University of Wisconsin-Madison USA 53711
| | - Keith Poulson
- Wisconsin Veterinary Diagnostic Laboratory, University of Wisconsin-Madison USA 53711
| | | | - James Borcher
- Department of Family Medicine, Division of Sports Medicine, Ohio State University USA 43210
| | - Ryan P Westergaard
- Wisconsin Department of Health Services, USA 53703.,Department of Medicine, University of Wisconsin-Madison, USA 53711
| | - Michael K Moll
- Athletic Department, University of Wisconsin-Madison USA 53711
| | - Thomas C Friedrich
- Department of Pathobiological Sciences, University of Wisconsin-Madison USA 53711
| | - David H O'Connor
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison USA 53711
| |
Collapse
|
75
|
Reina G, Iglesias D, Samorì P, Bianco A. Graphene: A Disruptive Opportunity for COVID-19 and Future Pandemics? ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2021; 33:e2007847. [PMID: 33538037 PMCID: PMC7995107 DOI: 10.1002/adma.202007847] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 12/14/2020] [Indexed: 05/19/2023]
Abstract
The graphene revolution, which has taken place during the last 15 years, has represented a paradigm shift for science. The extraordinary properties possessed by this unique material have paved the road to a number of applications in materials science, optoelectronics, energy, and sensing. Graphene-related materials (GRMs) are now produced in large scale and have found niche applications also in the biomedical technologies, defining new standards for drug delivery and biosensing. Such advances position GRMs as novel tools to fight against the current COVID-19 and future pandemics. In this regard, GRMs can play a major role in sensing, as an active component in antiviral surfaces or in virucidal formulations. Herein, the most promising strategies reported in the literature on the use of GRM-based materials against the COVID-19 pandemic and other types of viruses are showcased, with a strong focus on the impact of functionalization, deposition techniques, and integration into devices and surface coatings.
Collapse
Affiliation(s)
- Giacomo Reina
- CNRS, Immunology, Immunopathology and Therapeutic Chemistry, UPR 3572University of Strasbourg, ISISStrasbourg67000France
| | | | - Paolo Samorì
- University of Strasbourg, CNRS, ISISStrasbourg67000France
| | - Alberto Bianco
- CNRS, Immunology, Immunopathology and Therapeutic Chemistry, UPR 3572University of Strasbourg, ISISStrasbourg67000France
- University of Strasbourg, CNRS, ISISStrasbourg67000France
| |
Collapse
|
76
|
Agoti CN, Mutunga M, Lambisia AW, Kimani D, Cheruiyot R, Kiyuka P, Lewa C, Gicheru E, Tendwa M, Said Mohammed K, Osoti V, Makale J, Tawa B, Odundo C, Cheruiyot W, Nyamu W, Gumbi W, Mwacharo J, Nyamako L, Otieno E, Amadi D, Thoya J, Karani A, Mugo D, Musyoki J, Gumba H, Mwarumba S, M. Gichuki B, Njuguna S, Riako D, Mutua S, Gitonga JN, Sein Y, Bartilol B, Mwangi SJ, O. Omuoyo D, M. Morobe J, de Laurent ZR, Bejon P, Ochola-Oyier LI, Tsofa B. Pooled testing conserves SARS-CoV-2 laboratory resources and improves test turn-around time: experience on the Kenyan Coast. Wellcome Open Res 2021; 5:186. [PMID: 33134555 PMCID: PMC7590893 DOI: 10.12688/wellcomeopenres.16113.2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2020] [Indexed: 12/15/2022] Open
Abstract
Background. International recommendations for the control of the coronavirus disease 2019 (COVID-19) pandemic emphasize the central role of laboratory testing for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the etiological agent, at scale. The availability of testing reagents, laboratory equipment and qualified staff are important bottlenecks to achieving this. Elsewhere, pooled testing (i.e. combining multiple samples in the same reaction) has been suggested to increase testing capacities in the pandemic period. Methods. We discuss our experience with SARS-CoV-2 pooled testing using real-time reverse transcription polymerase chain reaction (RT-PCR) on the Kenyan Coast. Results. In mid-May, 2020, our RT-PCR testing capacity for SARS-CoV-2 was improved by ~100% as a result of adoption of a six-sample pooled testing strategy. This was accompanied with a concomitant saving of ~50% of SARS-CoV-2 laboratory test kits at both the RNA extraction and RT-PCR stages. However, pooled testing came with a slight decline of test sensitivity. The RT-PCR cycle threshold value (ΔCt) was ~1.59 higher for samples tested in pools compared to samples tested singly. Conclusions. Pooled testing is a useful strategy to increase SARS-CoV-2 laboratory testing capacity especially in low-income settings.
Collapse
Affiliation(s)
- Charles N. Agoti
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
- Department of Biomedical Sciences, Pwani University, Kilifi, Kenya
| | - Martin Mutunga
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Arnold W. Lambisia
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Domtila Kimani
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Robinson Cheruiyot
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Patience Kiyuka
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Clement Lewa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Elijah Gicheru
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Metrine Tendwa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Khadija Said Mohammed
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Victor Osoti
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Johnstone Makale
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Brian Tawa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Calleb Odundo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Wesley Cheruiyot
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Wilfred Nyamu
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Wilson Gumbi
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Jedidah Mwacharo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Lydia Nyamako
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Edward Otieno
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - David Amadi
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Janet Thoya
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Angela Karani
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Daisy Mugo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Jennifer Musyoki
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Horace Gumba
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Salim Mwarumba
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Bonface M. Gichuki
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Susan Njuguna
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Debra Riako
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Shadrack Mutua
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - John N. Gitonga
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Yiakon Sein
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Brian Bartilol
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Shaban J. Mwangi
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Donwilliams O. Omuoyo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - John M. Morobe
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Zaydah R. de Laurent
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Philip Bejon
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
- Nuffield Department of Medicine, Centre for Clinical Vaccinology and Tropical Medicine, Churchill Hospital, University of Oxford, Oxford, UK
| | - Lynette Isabella Ochola-Oyier
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Benjamin Tsofa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| |
Collapse
|
77
|
Barra GB, Santa Rita TH, Mesquita PG, Jácomo RH, Nery LFA. Overcoming Supply Shortage for SARS-CoV-2 Detection by RT-qPCR. Genes (Basel) 2021; 12:90. [PMID: 33450867 PMCID: PMC7828326 DOI: 10.3390/genes12010090] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 12/22/2020] [Accepted: 01/08/2021] [Indexed: 12/18/2022] Open
Abstract
In February 2020, our laboratory started to offer a RT-qPCR assay for the qualitative detection of severe acute respiratory syndrome coronavirus 2. A few months after the assay was released to our patients, some materials, reagents, and equipment became in short supply. Alternative protocols were necessary in order to avoid stopping testing to the population. However, the suitability of these alternatives needs to be validated before their use. Here, we investigated if saliva is a reliable alternative specimen to nasopharyngeal swabs; if 0.45% saline is a reliable alternative to guanidine hydrochloride as a collection viral transport media; the stability of SARS-COV-2 in guanidine hydrochloride and in 0.45% saline for 10 and 50 days at room temperature; and if the primers/probe concentration and thermocycling times could be reduced so as to overcome the short supply of these reagents and equipment, without a significant loss of the assay performance. We found that saliva is not an appropriated specimen for our method-nasopharyngeal swabs perform better. Saline (0.45%) and guanidine hydrochloride have a similar SARS-CoV-2 diagnostic capability as tube additives. Reliable SARS-CoV-2 RNA detection can be performed after sample storage for 10 days at room temperature (18-23 °C) in both 0.45% saline and guanidine hydrochloride. Using synthetic RNA, and decreasing the concentration of primers by five-fold and probes by 2.5-fold, changed the assay limit of detection (LOD) from 7.2 copies/reaction to 23.7 copies/reaction and the subsequent reducing of thermocycling times changed the assay LOD from 23.7 copies/reaction to 44.2 copies/reaction. However, using real clinical samples with Cq values ranging from ~12.15 to ~36.46, the results of the three tested conditions were almost identical. These alterations will not affect the vast majority of diagnostics and increase the daily testing capability in 30% and increase primers and probe stocks in 500% and 250%, respectively. Taken together, the alternative protocols described here overcome the short supply of tubes, reagents and equipment during the SARS-CoV-2 pandemic, avoiding the collapse of test offering for the population: 105,757 samples were processed, and 25,156 SARS-CoV-2 diagnostics were performed from 9 May 2020 to 30 June 2020.
Collapse
|
78
|
Affiliation(s)
- Thomas Usherwood
- Center for Biomedical Engineering, Brown University, Providence, RI, 02912, USA
| | - Lei Zhang
- Center for Biomedical Engineering, Brown University, Providence, RI, 02912, USA
| | - Anubhav Tripathi
- Center for Biomedical Engineering, Brown University, Providence, RI, 02912, USA.
| |
Collapse
|
79
|
Zakashansky JA, Imamura AH, Salgado DF, Romero Mercieca HC, Aguas RFL, Lao AM, Pariser J, Arroyo-Currás N, Khine M. Detection of the SARS-CoV-2 spike protein in saliva with Shrinky-Dink© electrodes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020. [PMID: 33236028 DOI: 10.1101/2020.11.14.20231811] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Using the children's toy, Shrinky-Dink ©, we present an aptamer-based electrochemical (E-AB) assay that recognizes the spike protein of SARS-CoV-2 in saliva for viral infection detection. The low-cost electrodes are implementable at population scale and demonstrate detection down to 0.1 fg mL -1 of the S1 subunit of the spike protein.
Collapse
|
80
|
|
81
|
Riva E, Sainaghi PP, Turriziani O, Antonelli G, Patti G. SARS-CoV-2 infection: diagnostic testing results occasionally require special attention. Emerg Microbes Infect 2020; 9:1955-1957. [PMID: 32869728 PMCID: PMC8284964 DOI: 10.1080/22221751.2020.1814165] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The case refers to a 51-year-old symptomatic man with a new SARS-CoV-2 RNA positive nasopharyngeal swab after two negative ones and the lack of significant development of antibody response measured by different diagnostic serological test. Our case underlines that a discrepancy between clinical course of SARS-CoV-2 infection and results from diagnostic tests may exist. This concept is rapidly emerging and supports the need for a deep knowledge of available and “in development” tests for a correct interpretation of their findings.
Collapse
Affiliation(s)
- Elisabetta Riva
- Virology Unit, Campus Bio-Medico University of Rome, Rome, Italy
| | - Pier Paolo Sainaghi
- Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| | - Ombretta Turriziani
- Microbiology and Virology Section, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Guido Antonelli
- Microbiology and Virology Section, Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Giuseppe Patti
- Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| |
Collapse
|
82
|
Agoti CN, Mutunga M, Lambisia AW, Kimani D, Cheruiyot R, Kiyuka P, Lewa C, Gicheru E, Tendwa M, Said Mohammed K, Osoti V, Makale J, Tawa B, Odundo C, Cheruiyot W, Nyamu W, Gumbi W, Mwacharo J, Nyamako L, Otieno E, Amadi D, Thoya J, Karani A, Mugo D, Musyoki J, Gumba H, Mwarumba S, M. Gichuki B, Njuguna S, Riako D, Mutua S, Gitonga JN, Sein Y, Bartilol B, Mwangi SJ, O. Omuoyo D, M. Morobe J, de Laurent ZR, Bejon P, Ochola-Oyier LI, Tsofa B. Pooled testing conserves SARS-CoV-2 laboratory resources and improves test turn-around time: experience on the Kenyan Coast. Wellcome Open Res 2020; 5:186. [PMID: 33134555 PMCID: PMC7590893 DOI: 10.12688/wellcomeopenres.16113.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/31/2020] [Indexed: 12/15/2022] Open
Abstract
Background. International recommendations for the control of the coronavirus disease 2019 (COVID-19) pandemic emphasize the central role of laboratory testing for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the etiological agent, at scale. The availability of testing reagents, laboratory equipment and qualified staff are important bottlenecks to achieving this. Elsewhere, pooled testing (i.e. combining multiple samples in the same reaction) has been suggested to increase testing capacities in the pandemic period. Methods. We discuss our experience with SARS-CoV-2 pooled testing using real-time reverse transcription polymerase chain reaction (RT-PCR) on the Kenyan Coast. Results. In mid-May, 2020, our RT-PCR testing capacity for SARS-CoV-2 was improved by ~100% as a result of adoption of a six-sample pooled testing strategy. This was accompanied with a concomitant saving of ~50% of SARS-CoV-2 laboratory test kits at both the RNA extraction and RT-PCR stages. However, pooled testing came with a slight decline of test sensitivity. The RT-PCR cycle threshold value (ΔCt) was ~1.59 higher for samples tested in pools compared to samples tested singly. Conclusions. Pooled testing is a useful strategy to increase SARS-CoV-2 laboratory testing capacity especially in low-income settings.
Collapse
Affiliation(s)
- Charles N. Agoti
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
- Department of Biomedical Sciences, Pwani University, Kilifi, Kenya
| | - Martin Mutunga
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Arnold W. Lambisia
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Domtila Kimani
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Robinson Cheruiyot
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Patience Kiyuka
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Clement Lewa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Elijah Gicheru
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Metrine Tendwa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Khadija Said Mohammed
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Victor Osoti
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Johnstone Makale
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Brian Tawa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Calleb Odundo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Wesley Cheruiyot
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Wilfred Nyamu
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Wilson Gumbi
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Jedidah Mwacharo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Lydia Nyamako
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Edward Otieno
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - David Amadi
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Janet Thoya
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Angela Karani
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Daisy Mugo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Jennifer Musyoki
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Horace Gumba
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Salim Mwarumba
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Bonface M. Gichuki
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Susan Njuguna
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Debra Riako
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Shadrack Mutua
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - John N. Gitonga
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Yiakon Sein
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Brian Bartilol
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Shaban J. Mwangi
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Donwilliams O. Omuoyo
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - John M. Morobe
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Zaydah R. de Laurent
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Philip Bejon
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
- Nuffield Department of Medicine, Centre for Clinical Vaccinology and Tropical Medicine, Churchill Hospital, University of Oxford, Oxford, UK
| | - Lynette Isabella Ochola-Oyier
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| | - Benjamin Tsofa
- Kenya Medical Research Institute-Wellcome Trust Research Programme, Centre for Geographic Medicine Research, Kilifi, Kenya
| |
Collapse
|
83
|
Callahan C, Lee RA, Lee GR, Zulauf K, Kirby JE, Arnaout R. Nasal-Swab Testing Misses Patients with Low SARS-CoV-2 Viral Loads. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.06.12.20128736. [PMID: 32587981 PMCID: PMC7310639 DOI: 10.1101/2020.06.12.20128736] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The urgent need for large-scale diagnostic testing for SARS-CoV-2 has prompted pursuit of sample-collection methods of sufficient sensitivity to replace sampling of the nasopharynx (NP). Among these alternatives is collection of nasal-swab samples, which can be performed by the patient, avoiding the need for healthcare personnel and personal protective equipment. Previous studies have reached opposing conclusions regarding whether nasal sampling is concordant or discordant with NP. To resolve this disagreement, we compared nasal and NP specimens collected by healthcare workers in a cohort consisting of individuals clinically suspected of COVID-19 and outpatients known to be SARS-CoV-2 RT-PCR positive undergoing follow-up. We investigated three different transport conditions, including traditional viral transport media (VTM) and dry swabs, for each of two different nasal-swab collection protocols on a total of 308 study participants, and compared categorical results and Ct values to those from standard NP swabs collected at the same time from the same patients. All testing was performed by RT-PCR on the Abbott SARS-CoV-2 RealTime EUA (limit of detection [LoD], 100 copies viral genomic RNA/mL transport medium). We found high concordance (Cohen's kappa >0.8) only for patients with viral loads above 1,000 copies/mL. Those with viral loads below 1,000 copies/mL, the majority in our cohort, exhibited low concordance (Cohen's kappa = 0.49); most of these would have been missed by nasal testing alone. Previous reports of high concordance may have resulted from use of assays with higher LoD (≥1,000 copies/mL). These findings counsel caution in use of nasal testing in healthcare settings and contact-tracing efforts, as opposed to screening of asymptomatic, low-prevalence, low-risk populations. Nasal testing is an adjunct, not a replacement, for NP.
Collapse
Affiliation(s)
- Cody Callahan
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA 02215
| | - Rose A. Lee
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Division of Infectious Diseases, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Ghee Rye Lee
- Department of Surgery, Beth Israel Deaconess Medical Center, Boston, MA, USA 02215
| | - Kate Zulauf
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - James E. Kirby
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Ramy Arnaout
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA USA 02215
| |
Collapse
|