1
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Porter MK, Viloria Winnett A, Hao L, Shelby N, Reyes JA, Schlenker NW, Romano AE, Tognazzini C, Feaster M, Goh YY, Gale Jr M, Ismagilov RF. The ratio between SARS-CoV-2 RNA viral load and culturable viral titre differs depending on the stage of infection: a case study of household transmission in an adult male. Access Microbiol 2025; 7:000732.v3. [PMID: 39967741 PMCID: PMC11833051 DOI: 10.1099/acmi.0.000732.v3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 01/17/2025] [Indexed: 02/20/2025] Open
Abstract
Effective public health measures for communicable diseases rely on the ability to identify infectious individuals and prevent transmission from those individuals. For severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the presence of replication-competent virus in specimens from an individual is the gold standard for confirming infectiousness. However, viral culture from clinical specimens is difficult and infrequently performed. Instead, infectiousness may be inferred based on the abundance of viral RNA (or viral load) in a specimen, which is more easily assessed. For this reason, understanding the relationship between RNA viral load and infectious viral titre has important implications for public health strategy. In this case report, we quantified incident, longitudinal SARS-CoV-2 viral loads collected from saliva and nasal-swab specimens, and viral titre from nasal-swab specimens. We observed that the relationship between viral load and viral titre decreases by over five orders of magnitude throughout the course of the infection. Our work demonstrates the potential for infectious virus even in specimens with low viral loads collected during the early phases of infection.
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Affiliation(s)
- Michael K. Porter
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Alexander Viloria Winnett
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Linhui Hao
- Department of Immunology, University of Washington, Seattle, WA 98109, USA
| | - Natasha Shelby
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Jessica A. Reyes
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Noah W. Schlenker
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Anne E. Romano
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | | | | | - Ying-Ying Goh
- Pasadena Public Health Department, Pasadena, CA 91125, USA
| | - Michael Gale Jr
- Department of Immunology, University of Washington, Seattle, WA 98109, USA
| | - Rustem F. Ismagilov
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
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2
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Cobre ADF, Fachi MM, Domingues KZA, Lazo REL, Ferreira LM, Tonin FS, Pontarolo R. Accuracy of COVID-19 diagnostic tests via infrared spectroscopy: A systematic review and meta-analysis. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2025; 327:125337. [PMID: 39481165 DOI: 10.1016/j.saa.2024.125337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 10/19/2024] [Accepted: 10/22/2024] [Indexed: 11/02/2024]
Abstract
This study aims to synthesize the evidence on the accuracy parameters of COVID-19 diagnosis methods using infrared spectroscopy (FTIR). A systematic review with searches in PubMed and Embase was performed (September 2023). Studies reporting data on test specificity, sensitivity, true positive, true negative, false positive, and false negative using different human samples were included. Meta-analysis of accuracy estimates with 95 % confidence intervals and area under the ROC Curve (AUC) were conducted (Meta-Disc 1.4.7). Seventeen studies were included - all of them highlighted regions 650-1800 cm-1 and 2300-3900 cm-1 as most important for diagnosing COVID-19. The FTIR technique presented high sensitivity [0.912 (95 %CI, 0.878-0.939), especially in vaccinated [0.959 (CI95 %, 0.908-0.987)] compared to unvaccinated [0.625 (CI95 %, 0.584-0.664)] individuals for COVID-19. Overall specificity was also high [0.886 (95 %CI, 0.855-0.912), with increased rates in vaccinated [0.884 (CI95 %, 0.819-0.932)] than in unvaccinated [0.667 (CI95 %, 0.629-0.704)] patients. These findings reveal that FTIR is an accurate technique for detecting SARS-CoV-2 infection in different biological matrices with advantages including low cost, rapid and environmentally friendly with minimal preparation analyses. This could lead to an easy implementation of this technique in practice as a screening tool for patients with suspected COVID-19, especially in low-income countries.
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Affiliation(s)
- Alexandre de Fátima Cobre
- Pharmaceutical Sciences Postgraduate Program, Universidade Federal do Paraná, Curitiba, Brazil; School of Biosciences and Medicine, Faculty of Health and Medical Sciences, University of Surrey, United Kingdom
| | - Mariana Millan Fachi
- Pharmaceutical Sciences Postgraduate Program, Universidade Federal do Paraná, Curitiba, Brazil
| | | | - Raul Edison Luna Lazo
- Pharmaceutical Sciences Postgraduate Program, Universidade Federal do Paraná, Curitiba, Brazil
| | - Luana Mota Ferreira
- Department of Pharmacy, Pharmaceutical Sciences Postgraduate Program, Universidade Federal do Paraná, Curitiba, Brazil
| | - Fernanda Stumpf Tonin
- H&TRC - Health & Technology Research Centre, ESTeSL, Escola Superior de Tecnologia da Saúde, Instituto Politécnico de Lisboa, Lisbon, Portugal
| | - Roberto Pontarolo
- Department of Pharmacy, Pharmaceutical Sciences Postgraduate Program, Universidade Federal do Paraná, Curitiba, Brazil.
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3
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Duminuco A, Bulla A, Rosso R, Romeo MA, Cambria D, La Spina E, Ximenes B, Giallongo C, Tibullo D, Romano A, Raimondo FD, Palumbo GA. Immune Response and Breakthrough Infection Risk After SARS-CoV-2 Vaccines in Patients with Hemoglobinopathy: A Single Center Experience. Vaccines (Basel) 2025; 13:111. [PMID: 40006658 PMCID: PMC11860232 DOI: 10.3390/vaccines13020111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 01/06/2025] [Accepted: 01/10/2025] [Indexed: 02/27/2025] Open
Abstract
BACKGROUND Immune system impairment is frequently reported in patients affected by hemoglobinopathies due to various mechanisms, including iron accumulation, antigenic stimulation due to numerous transfusions, chronic hemolysis, and a general hyperinflammatory state. For these reasons, the antigenic immune response after a vaccine risks being ineffective. METHODS We evaluated the anti-spike IgG production after two doses of vaccine for SARS-CoV-2 in patients affected by hemoglobinopathies. RESULTS All 114 enrolled patients (100%) developed adequate antibody production, with a median value of serum IgG of 2184.4 BAU/mL (IQR 1127.4-3502.9). The amount of antibody was unrelated to any other clinical characteristics evaluated, including transfusion dependence or non-transfusion dependence, age, gender, disease type, ferritin, blood count, spleen status, and therapy with hydroxyurea or iron chelators (in all the cases p > 0.05). Moreover, 47 (41.2%) patients developed breakthrough SARS-CoV-2 infection during the first 2 years of follow-up after vaccination, all with a mildly symptomatic course, without requiring hospitalization or experiencing a significative drop in hemoglobin values, allowing for a slight delay in their transfusion regimen. CONCLUSION Vaccination against COVID-19 is safe and effective for patients affected by hemoglobinopathies, ensuring adequate protection from severe infection.
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Affiliation(s)
- Andrea Duminuco
- Hematology Unit with BMT, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (D.C.); (E.L.S.); (A.R.); (F.D.R.)
| | - Anna Bulla
- Thalassemia Unit, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (A.B.); (R.R.); (M.A.R.); (B.X.); (G.A.P.)
| | - Rosamaria Rosso
- Thalassemia Unit, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (A.B.); (R.R.); (M.A.R.); (B.X.); (G.A.P.)
| | - Maria Anna Romeo
- Thalassemia Unit, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (A.B.); (R.R.); (M.A.R.); (B.X.); (G.A.P.)
| | - Daniela Cambria
- Hematology Unit with BMT, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (D.C.); (E.L.S.); (A.R.); (F.D.R.)
| | - Enrico La Spina
- Hematology Unit with BMT, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (D.C.); (E.L.S.); (A.R.); (F.D.R.)
| | - Benedetta Ximenes
- Thalassemia Unit, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (A.B.); (R.R.); (M.A.R.); (B.X.); (G.A.P.)
| | - Cesarina Giallongo
- Dipartimento di Scienze Mediche, Chirurgiche e Tecnologie Avanzate “G.F. Ingrassia”, University of Catania, 95123 Catania, Italy;
| | - Daniele Tibullo
- Dipartimento di Scienze Biomediche e Biotecnologiche, University of Catania, 95123 Catania, Italy;
| | - Alessandra Romano
- Hematology Unit with BMT, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (D.C.); (E.L.S.); (A.R.); (F.D.R.)
- Dipartimento di Specialità Medico-Chirurgiche, CHIRMED, Sezione di Ematologia, University of Catania, 95123 Catania, Italy
| | - Francesco Di Raimondo
- Hematology Unit with BMT, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (D.C.); (E.L.S.); (A.R.); (F.D.R.)
- Dipartimento di Specialità Medico-Chirurgiche, CHIRMED, Sezione di Ematologia, University of Catania, 95123 Catania, Italy
| | - Giuseppe A. Palumbo
- Thalassemia Unit, A.O.U. Policlinico “G. Rodolico—San Marco”, Via S. Sofia 78, 95123 Catania, Italy; (A.B.); (R.R.); (M.A.R.); (B.X.); (G.A.P.)
- Dipartimento di Scienze Mediche, Chirurgiche e Tecnologie Avanzate “G.F. Ingrassia”, University of Catania, 95123 Catania, Italy;
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4
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Wang SH, Satapathy SC, Xie MX, Zhang YD. RETRACTED ARTICLE: ELUCNN for explainable COVID-19 diagnosis. Soft comput 2024; 28:455. [PMID: 36686545 PMCID: PMC9839226 DOI: 10.1007/s00500-023-07813-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/02/2023] [Indexed: 01/15/2023]
Affiliation(s)
- Shui-Hua Wang
- School of Computer Science and
Technology, Henan Polytechnic University,
Jiaozuo, 454000 Henan People’s
Republic of China
- School of Computing and Mathematical
Sciences, University of Leicester,
Leicester, LE1 7RH UK
- Department of Information Systems,
Faculty of Computing and Information Technology,
King Abdulaziz University,
Jeddah, 21589 Saudi Arabia
| | | | - Man-Xia Xie
- Department of Infection
Diseases, The Fourth People’s
Hospital of Huai’an,
Huai’an, 223002 Jiangsu China
| | - Yu-Dong Zhang
- School of Computer Science and
Technology, Henan Polytechnic University,
Jiaozuo, 454000 Henan People’s
Republic of China
- School of Computing and Mathematical
Sciences, University of Leicester,
Leicester, LE1 7RH UK
- Department of Information Systems,
Faculty of Computing and Information Technology,
King Abdulaziz University,
Jeddah, 21589 Saudi Arabia
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5
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Chwa JS, Shin Y, Lee Y, Fabrizio T, Congrave-Wilson Z, Cheng WA, Jumarang J, Kim M, Webby R, Bender JM, Pannaraj PS. SARS-CoV-2 Variants May Affect Saliva RT-PCR Assay Sensitivity. J Appl Lab Med 2024; 9:927-937. [PMID: 39246012 DOI: 10.1093/jalm/jfae095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 07/09/2024] [Indexed: 09/10/2024]
Abstract
BACKGROUND Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) variants demonstrate predilection for different regions of the respiratory tract. While saliva-based reverse transcription-polymerase chain reaction (RT-PCR) testing is a convenient, cost-effective alternative to nasopharyngeal swabs (NPS), few studies to date have investigated whether saliva sensitivity differs across variants of concern. METHODS SARS-CoV-2 RT-PCR was performed on paired NPS and saliva specimens collected from individuals with acute coronavirus disease 2019 (COVID-19) symptoms or exposure to a COVID-19 household contact. Viral genome sequencing of NPS specimens and Los Angeles County surveillance data were used to determine the variant of infection. Saliva sensitivity was calculated using NPS-positive RT-PCR as the reference standard. Factors contributing to the likelihood of saliva SARS-CoV-2 RT-PCR positivity were evaluated with univariate and multivariable analyses. RESULTS Between June 2020 and December 2022, 548 saliva samples paired with SARS-CoV-2 positive NPS samples were tested by RT-PCR. Overall, saliva sensitivity for SARS-CoV-2 detection was 61.7% (95% CI, 57.6%-65.7%). Sensitivity was highest with Delta infection (79.6%) compared to pre-Delta (58.5%) and Omicron (61.5%) (P = 0.003 and 0.01, respectively). Saliva sensitivity was higher in symptomatic individuals across all variants compared to asymptomatic cases [pre-Delta 80.6% vs 48.3% (P < 0.001), Delta 100% vs 72.5% (P = 0.03), Omicron 78.7% vs 51.2% (P < 0.001)]. Infection with Delta, symptoms, and high NPS viral load were independently associated with 2.99-, 3.45-, and 4.0-fold higher odds of SARS-CoV-2 detection by saliva-based RT-PCR (P = 0.004, <0.001, and <0.001), respectively. CONCLUSIONS As new variants emerge, evaluating saliva-based testing approaches may be crucial to ensure effective virus detection.
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Affiliation(s)
- Jason S Chwa
- Keck School of Medicine, University of Southern California, Los Angeles, California, United States
- Division of Infectious Diseases, Children's Hospital Los Angeles, Los Angeles, California, United States
| | - Yunho Shin
- Division of Infectious Diseases, Children's Hospital Los Angeles, Los Angeles, California, United States
| | - Yesun Lee
- Division of Infectious Diseases, Department of Pediatrics, University of California, San Diego, California, United States
| | - Thomas Fabrizio
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Zion Congrave-Wilson
- Division of Infectious Diseases, Children's Hospital Los Angeles, Los Angeles, California, United States
| | - Wesley A Cheng
- Division of Infectious Diseases, Department of Pediatrics, University of California, San Diego, California, United States
| | - Jaycee Jumarang
- Division of Infectious Diseases, Department of Pediatrics, University of California, San Diego, California, United States
| | - Minjun Kim
- Division of Infectious Diseases, Department of Pediatrics, University of California, San Diego, California, United States
| | - Richard Webby
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Jeffrey M Bender
- Department of Pediatrics, City of Hope Comprehensive Cancer Center, Duarte, California, United States
| | - Pia S Pannaraj
- Division of Infectious Diseases, Department of Pediatrics, University of California, San Diego, California, United States
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6
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Wyllie AL, Choate B, Burke L, Ali Y. Scalable solutions for global health: the SalivaDirect model. Front Cell Infect Microbiol 2024; 14:1446514. [PMID: 39534700 PMCID: PMC11554656 DOI: 10.3389/fcimb.2024.1446514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 08/30/2024] [Indexed: 11/16/2024] Open
Abstract
The COVID-19 pandemic caught the world unprepared. Large-scale testing efforts were urgently needed, and diagnostic strategies had to rapidly evolve in response to unprecedented worldwide demand. However, the rollout of diagnostic testing and screening for SARS-CoV-2 was often impeded by logistical challenges, including regulatory delays, workforce shortages, laboratory bottlenecks, and supply chain disruptions. Recognizing these hurdles early on, we developed a testing approach that supported frequent, repeat testing, particularly as communities reopened. We hypothesized and experimentally demonstrated that saliva was a suitable specimen for the detection of SARS-CoV-2. This finding was advanced into the development of open-source, extraction-free reverse transcription polymerase chain reaction protocols using readily available, "off-the-shelf" reagents and equipment for the direct detection of SARS-CoV-2 in saliva ("SalivaDirect''). Working with the US Food and Drug Administration (FDA), we established a novel regulatory framework wherein the FDA granted Emergency Use Authorization to Yale University to offer the SalivaDirect test protocol to high-complexity diagnostic laboratories (as designated by the Clinical Laboratory Improvement Amendments) with quality oversight provided by Yale. This grew into a network of more than 200 labs across the United States that, as of May 2024, resulted in over 6.5 million SARS-CoV-2 tests. By making the protocol flexible and open-source, laboratories were able to rapidly and economically scale testing using a simple, self-collected saliva specimen. Additionally, fostering a national network of laboratories enabled real-time exchanges, problem solving, and the development of community best practices. Preparing for the next pandemic, or simply the next seasonal epidemic, the SalivaDirect model of deploying a readily available, expandable solution and accompanying network provides a proven method for the successful implementation of pathogen testing in the United States and globally.
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Affiliation(s)
- Anne L. Wyllie
- Department of Global, Environmental, and Occupational Health, University of Maryland School of Public Health, College Park, MD, United States
| | | | - Laura Burke
- SalivaDirect, Inc., New Haven, CT, United States
| | - Yasmine Ali
- SalivaDirect, Inc., New Haven, CT, United States
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7
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Salzano L, Narayanan N, Tobik ER, Akbarzada S, Wu Y, Megiel S, Choate B, Wyllie AL. Diagnostic testing preferences can help inform future public health response efforts: Global insights from an international survey. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0003547. [PMID: 39078819 PMCID: PMC11288416 DOI: 10.1371/journal.pgph.0003547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 07/08/2024] [Indexed: 08/02/2024]
Abstract
Public perception regarding diagnostic sample types as well as personal experiences can influence willingness to test. As such, public preferences for specific sample type(s) should be used to inform diagnostic and surveillance testing programs to improve public health response efforts. To understand where preferences lie, we conducted an international survey regarding the sample types used for SARS-CoV-2 tests. A Qualtrics survey regarding SARS-CoV-2 testing preferences was distributed via social media and email. The survey collected preferences regarding sample methods and key demographic data. Python was used to analyze survey responses. From March 30th to June 15th, 2022, 2,094 responses were collected from 125 countries. Participants were 55% female and predominantly aged 25-34 years (27%). Education and employment were skewed: 51% had graduate degrees, 26% had bachelor's degrees, 27% were scientists/researchers, and 29% were healthcare workers. By rank sum analysis, the most preferred sample type globally was the oral swab, followed by saliva, with parents/guardians preferring saliva-based testing for children. Respondents indicated a higher degree of trust in PCR testing (84%) vs. rapid antigen testing (36%). Preferences for self- or healthcare worker-collected sampling varied across regions. This international survey identified a preference for oral swabs and saliva when testing for SARS-CoV-2. Notably, respondents indicated that if they could be assured that all sample types performed equally, then saliva was preferred. Overall, survey responses reflected the region-specific testing experiences during the COVID-19. Public preferences should be considered when designing future response efforts to increase utilization, with oral sample types (either swabs or saliva) providing a practical option for large-scale, accessible diagnostic testing.
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Affiliation(s)
- Leah Salzano
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Nithya Narayanan
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Emily R. Tobik
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Sumaira Akbarzada
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Yanjun Wu
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Sarah Megiel
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Brittany Choate
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- SalivaDirect, Inc., New Haven, Connecticut, United States of America
| | - Anne L. Wyllie
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
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8
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Sharma S, Caputi M, Asghar W. Development of a Diagnostic Microfluidic Chip for SARS-CoV-2 Detection in Saliva and Nasopharyngeal Samples. Viruses 2024; 16:1190. [PMID: 39205164 PMCID: PMC11360425 DOI: 10.3390/v16081190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 07/15/2024] [Accepted: 07/16/2024] [Indexed: 09/04/2024] Open
Abstract
The novel coronavirus SARS-CoV-2 was first isolated in late 2019; it has spread to all continents, infected over 700 million people, and caused over 7 million deaths worldwide to date. The high transmissibility of the virus and the emergence of novel strains with altered pathogenicity and potential resistance to therapeutics and vaccines are major challenges in the study and treatment of the virus. Ongoing screening efforts aim to identify new cases to monitor the spread of the virus and help determine the danger connected to the emergence of new variants. Given its sensitivity and specificity, nucleic acid amplification tests (NAATs) such as RT-qPCR are the gold standard for SARS-CoV-2 detection. However, due to high costs, complexity, and unavailability in low-resource and point-of-care (POC) settings, the available RT-qPCR assays cannot match global testing demands. An alternative NAAT, RT-LAMP-based SARS-CoV-2 detection offers scalable, low-cost, and rapid testing capabilities. We have developed an automated RT-LAMP-based microfluidic chip that combines the RNA isolation, purification, and amplification steps on the same device and enables the visual detection of SARS-CoV-2 within 40 min from saliva and nasopharyngeal samples. The entire assay is executed inside a uniquely designed, inexpensive disposable microfluidic chip, where assay components and reagents have been optimized to provide precise and qualitative results and can be effectively deployed in POC settings. Furthermore, this technology could be easily adapted for other novel emerging viruses.
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Affiliation(s)
- Sandhya Sharma
- Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA
- Asghar-Lab, Micro and Nanotechnology in Medicine, College of Engineering and Computer Science, Boca Raton, FL 33431, USA
| | - Massimo Caputi
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL 33431, USA;
| | - Waseem Asghar
- Department of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA
- Asghar-Lab, Micro and Nanotechnology in Medicine, College of Engineering and Computer Science, Boca Raton, FL 33431, USA
- Department of Biological Sciences (Courtesy Appointment), Florida Atlantic University, Boca Raton, FL 33431, USA
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9
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Hill ED, Yilmaz F, Callahan C, Morgan A, Cheng A, Braun J, Arnaout R. ct2vl: A Robust Public Resource for Converting SARS-CoV-2 Ct Values to Viral Loads. Viruses 2024; 16:1057. [PMID: 39066220 PMCID: PMC11281527 DOI: 10.3390/v16071057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/14/2024] [Accepted: 06/28/2024] [Indexed: 07/28/2024] Open
Abstract
The amount of SARS-CoV-2 in a sample is often measured using Ct values. However, the same Ct value may correspond to different viral loads on different platforms and assays, making them difficult to compare from study to study. To address this problem, we developed ct2vl, a Python package that converts Ct values to viral loads for any RT-qPCR assay/platform. The method is novel in that it is based on determining the maximum PCR replication efficiency, as opposed to fitting a sigmoid (S-shaped) curve relating signal to cycle number. We calibrated ct2vl on two FDA-approved platforms and validated its performance using reference-standard material, including sensitivity analysis. We found that ct2vl-predicted viral loads were highly accurate across five orders of magnitude, with 1.6-fold median error (for comparison, viral loads in clinical samples vary over 10 orders of magnitude). The package has 100% test coverage. We describe installation and usage both from the Unix command-line and from interactive Python environments. ct2vl is freely available via the Python Package Index (PyPI). It facilitates conversion of Ct values to viral loads for clinical investigators, basic researchers, and test developers for any RT-qPCR platform. It thus facilitates comparison among the many quantitative studies of SARS-CoV-2 by helping render observations in a natural, universal unit of measure.
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Affiliation(s)
- Elliot D. Hill
- Beth Israel Deaconess Medical Center, Division of Clinical Pathology, Department of Pathology, Boston, MA 02215, USA; (E.D.H.)
| | - Fazilet Yilmaz
- Department of Pathology, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, MA 02903, USA
| | - Cody Callahan
- Beth Israel Deaconess Medical Center, Division of Clinical Pathology, Department of Pathology, Boston, MA 02215, USA; (E.D.H.)
| | - Alex Morgan
- Beth Israel Deaconess Medical Center, Division of Clinical Pathology, Department of Pathology, Boston, MA 02215, USA; (E.D.H.)
| | - Annie Cheng
- Beth Israel Deaconess Medical Center, Division of Clinical Pathology, Department of Pathology, Boston, MA 02215, USA; (E.D.H.)
| | - Jasper Braun
- Beth Israel Deaconess Medical Center, Division of Clinical Pathology, Department of Pathology, Boston, MA 02215, USA; (E.D.H.)
| | - Ramy Arnaout
- Beth Israel Deaconess Medical Center, Division of Clinical Pathology, Department of Pathology, Boston, MA 02215, USA; (E.D.H.)
- Beth Israel Deaconess Medical Center, Division of Clinical Informatics, Department of Medicine, Boston, MA 02215, USA
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10
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Groh AM, Vehreschild MJGT, Diaz D, Kuchta AL, Dodoo C, Alvarado LA, Parkin NT, Robbins EM, Moonsamy P, Toptan T, Ciesek S, Berger A. Kinetics of SARS-CoV-2 infection biomarkers in a household transmission study. Sci Rep 2024; 14:12365. [PMID: 38811590 PMCID: PMC11136983 DOI: 10.1038/s41598-024-62835-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 05/22/2024] [Indexed: 05/31/2024] Open
Abstract
SARS-CoV-2 is the causative agent of COVID-19. Timely and accurate diagnostic testing is vital to contain the spread of infection, reduce delays in treatment and care, and inform patient management. Optimal specimen type (e.g. nasal swabs or saliva), timing of sampling, viral marker assayed (RNA or antigen), and correlation with viral infectivity and COVID-19 symptoms severity remain incompletely defined. We conducted a field study to evaluate SARS-CoV-2 viral marker kinetics starting from very early times after infection. We measured RNA and antigen levels in nasal swabs and saliva, virus outgrowth in cell culture from nasal swabs, and antibody levels in blood in a cohort of 30 households. Nine household contacts (HHC) became infected with SARS-CoV-2 during the study. Viral RNA was detected in saliva specimens approximately 1-2 days before nasal swabs in six HHC. Detection of RNA was more sensitive than of antigen, but antigen detection was better correlated with culture positivity, a proxy for contagiousness. Anti-nucleocapsid antibodies peaked one to three weeks post-infection. Viral RNA and antigen levels were higher in specimens yielding replication competent virus in cell culture. This study provides important data that can inform how to optimally interpret SARS-CoV-2 diagnostic test results.
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Affiliation(s)
- Ana M Groh
- Goethe University Frankfurt, University Hospital Frankfurt, Department 2 of Internal Medicine, Infectious Diseases, Frankfurt am Main, Germany
| | - Maria J G T Vehreschild
- Goethe University Frankfurt, University Hospital Frankfurt, Department 2 of Internal Medicine, Infectious Diseases, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
| | - Damian Diaz
- Goethe University Frankfurt, University Hospital Frankfurt, Department 2 of Internal Medicine, Infectious Diseases, Frankfurt am Main, Germany
| | | | | | - Luis A Alvarado
- Roche Molecular Systems, Pleasanton, CA, USA
- EP Statistical Consulting, LLC, El Paso, TX, USA
| | | | | | | | - Tuna Toptan
- Institute of Medical Virology, Goethe University Frankfurt, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Sandra Ciesek
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
- Institute of Medical Virology, Goethe University Frankfurt, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Annemarie Berger
- Institute of Medical Virology, Goethe University Frankfurt, University Hospital Frankfurt, Frankfurt am Main, Germany.
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11
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Damhorst GL, Lin J, Frediani JK, Sullivan JA, Westbrook A, McLendon K, Baugh TJ, O'Sick WH, Roback JD, Piantadosi AL, Waggoner JJ, Bassit L, Rao A, Greenleaf M, O'Neal JW, Swanson S, Pollock NR, Martin GS, Lam WA, Levy JM. Comparison of RT-PCR and antigen test sensitivity across nasopharyngeal, nares, and oropharyngeal swab, and saliva sample types during the SARS-CoV-2 omicron variant. Heliyon 2024; 10:e27188. [PMID: 38500996 PMCID: PMC10945130 DOI: 10.1016/j.heliyon.2024.e27188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 11/29/2023] [Accepted: 02/26/2024] [Indexed: 03/20/2024] Open
Abstract
Limited data highlight the need to understand differences in SARS-CoV-2 omicron (B.1.1.529) variant viral load between the gold standard nasopharyngeal (NP) swab, mid-turbinate (MT)/anterior nasal swabs, oropharyngeal (OP) swabs, and saliva. MT, OP, and saliva samples from symptomatic individuals in Atlanta, GA, in January 2022 and longitudinal samples from a small familial cohort were tested by both RT-PCR and ultrasensitive antigen assays. Higher concentrations in the nares were observed in the familial cohort, but a dominant sample type was not found among 39 cases in the cross-sectional cohort. The composite of positive MT or OP assay for both RT-PCR and antigen assay trended toward higher diagnostic yield but did not achieve significant difference. Our data did not identify a singular preferred sample type for SARS-CoV-2 testing, but higher levels of saliva nucleocapsid, a trend toward higher yield of composite OP/MT result, and association of apparent MT or OP predominance with symptoms warrant further study.
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Affiliation(s)
- Gregory L. Damhorst
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Division of Infectious Diseases, Emory University School of Medicine, USA
| | - Jessica Lin
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, USA
| | - Jennifer K. Frediani
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Nell Hodgson Woodruff School of Nursing, Emory University, USA
| | - Julie A. Sullivan
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Department of Pediatrics, Emory University School of Medicine, USA
| | - Adrianna Westbrook
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Pediatric Biostatistics Core, Department of Pediatrics, Emory University School of Medicine, USA
| | - Kaleb McLendon
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, USA
| | - Tyler J. Baugh
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, USA
| | - William H. O'Sick
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, USA
| | - John D. Roback
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, USA
| | - Anne L. Piantadosi
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Division of Infectious Diseases, Emory University School of Medicine, USA
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, USA
| | - Jesse J. Waggoner
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Division of Infectious Diseases, Emory University School of Medicine, USA
| | - Leda Bassit
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University School of Medicine, USA
| | - Anuradha Rao
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Department of Pediatrics, Emory University School of Medicine, USA
| | - Morgan Greenleaf
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
| | - Jared W. O'Neal
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Emory University School of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, USA
| | - Seegar Swanson
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
| | - Nira R. Pollock
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Department of Laboratory Medicine, Boston Children's Hospital, USA
| | - Greg S. Martin
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Emory University School of Medicine, Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, USA
| | - Wilbur A. Lam
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, USA
- Department of Pediatrics, Emory University School of Medicine, USA
- Aflac Cancer and Blood Disorders Center of Children's Healthcare of Atlanta, USA
| | - Joshua M. Levy
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Emory University, USA
- Emory University School of Medicine, Department of Otolaryngology-Head and Neck Surgery, USA
- Sinonasal and Olfaction Program, National Institute on Deafness and Other Communication Disorders, NIDCD/NIH
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12
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Durdabak DB, Dogan S, Tekol SD, Celik C, Ozalp VC, Tuna BG. Direct Detection of Viral Infections from Swab Samples by Probe-Gated Silica Nanoparticle-Based Lateral Flow Assay. ChemistryOpen 2024; 13:e202300120. [PMID: 37824210 PMCID: PMC10853071 DOI: 10.1002/open.202300120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Revised: 09/11/2023] [Indexed: 10/14/2023] Open
Abstract
Point-of-care diagnosis is crucial to control the spreading of viral infections. Here, universal-modifiable probe-gated silica nanoparticles (SNPs) based lateral flow assay (LFA) is developed in the interest of the rapid and early detection of viral infections. The most superior advantage of the rapid assay is its utility in detecting various sides of the virus directly from the human swab samples and its adaptability to detect various types of viruses. For this purpose, a high concentration of fluorescein and rhodamine B as a reporting material was loaded into SNPs with excellent loading capacity and measured using standard curve, 4.19 μmol ⋅ g-1 and 1.23 μmol ⋅ g-1 , respectively. As a model organism, severe acute respiratory syndrome coronavirus-2 (CoV-2) infections were selected by targeting its nonstructural (NSP9, NSP12) and envelope (E) genes as target sites of the virus. We showed that NSP12-gated SNPs-based LFA significantly outperformed detection of viral infection in 15 minutes from 0.73 pg ⋅ mL-1 synthetic viral solution and with a dilution of 1 : 103 of unprocessed human samples with an increasing test line intensity compared to steady state (n=12). Compared to the RT-qPCR method, the sensitivity, specificity, and accuracy of NSP12-gated SNPs were calculated as 100 %, 83 %, and 92 %, respectively. Finally, this modifiable nanoparticle system is a high-performance sensing technique that could take advantage of upcoming point-of-care testing markets for viral infection detections.
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Affiliation(s)
- Dilara Buse Durdabak
- Department of Biophysics Faculty of MedicineYeditepe UniversityIstanbul34755Turkey
| | - Soner Dogan
- Department of Medical Biology Faculty of MedicineYeditepe UniversityIstanbul34755Turkey
| | - Serap Demir Tekol
- Department of Clinical MicrobiologyUniversity of Health Sciences Kartal Dr. Lutfi Kirdar City HospitalIstanbul34865Turkey
| | - Caner Celik
- Department of Emergency Medical ServiceMemorial Sisli HospitalIstanbulTurkey
| | - Veli Cengiz Ozalp
- Department of Medical Biology Faculty of MedicineAtilim UniversityAnkara06830Turkey
| | - Bilge Guvenc Tuna
- Department of Biophysics Faculty of MedicineYeditepe UniversityIstanbul34755Turkey
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13
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Sritong N, Ngo WW, Ejendal KFK, Linnes JC. Development of an integrated sample amplification control for salivary point-of-care pathogen testing. Anal Chim Acta 2024; 1287:342072. [PMID: 38182338 PMCID: PMC10860388 DOI: 10.1016/j.aca.2023.342072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/20/2023] [Accepted: 11/25/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND The COVID-19 pandemic has led to a rise in point-of-care (POC) and home-based tests, but concerns over usability, accuracy, and effectiveness have arisen. The incorporation of internal amplification controls (IACs), essential control for translational POC diagnostics, could mitigate false-negative and false-positive results due to sample matrix interference or inhibition. Although emerging POC nucleic acid amplification tests (NAATs) for detecting SARS-CoV-2 show impressive analytical sensitivity in the lab, the assessment of clinical accuracy with IACs is often overlooked. In some cases, the IACs were run spatially, complicating assay workflow. Therefore, the multiplex assay for pathogen and IAC is needed. RESULTS We developed a one-pot duplex reverse transcriptase loop-mediated isothermal amplification (RT-LAMP) assay for saliva samples, a non-invasive and simple collected specimen for POC NAATs. The ORF1ab gene of SARS-CoV-2 was used as a target and a human 18S ribosomal RNA in human saliva was employed as an IAC to ensure clinical reliability of the RT-LAMP assay. The optimized assay could detect SARS-CoV-2 viral particles down to 100 copies/μL of saliva within 30 min without RNA extraction. The duplex RT-LAMP for SARS-CoV-2 and IAC is successfully amplified in the same reaction without cross-reactivity. The valid results were easily visualized in triple-line lateral flow immunoassay, in which two lines (flow control and IAC lines) represent valid negative results and three lines (flow control, IAC, and test line) represent valid positive results. This duplex assay demonstrated a clinical sensitivity of 95%, specificity of 100%, and accuracy of 96% in 30 clinical saliva samples. SIGNIFICANCE IACs play a crucial role in ensuring user confidence with respect to the accuracy and reliability of at-home and POC molecular diagnostics. We demonstrated the multiplex capability of SARS-COV-2 and human18S ribosomal RNA RT-LAMP without complicating assay design. This generic platform can be extended in a similar manner to include human18S ribosomal RNA IACs into different clinical sample matrices.
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Affiliation(s)
- Navaporn Sritong
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Winston Wei Ngo
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Karin F K Ejendal
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Jacqueline C Linnes
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA; Department of Public Health, Purdue University, West Lafayette, IN, USA.
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14
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Farjo M, Koelle K, Martin MA, Gibson LL, Walden KKO, Rendon G, Fields CJ, Alnaji FG, Gallagher N, Luo CH, Mostafa HH, Manabe YC, Pekosz A, Smith RL, McManus DD, Brooke CB. Within-host evolutionary dynamics and tissue compartmentalization during acute SARS-CoV-2 infection. J Virol 2024; 98:e0161823. [PMID: 38174928 PMCID: PMC10805032 DOI: 10.1128/jvi.01618-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 12/01/2023] [Indexed: 01/05/2024] Open
Abstract
The global evolution of SARS-CoV-2 depends in part upon the evolutionary dynamics within individual hosts with varying immune histories. To characterize the within-host evolution of acute SARS-CoV-2 infection, we sequenced saliva and nasal samples collected daily from vaccinated and unvaccinated individuals early during infection. We show that longitudinal sampling facilitates high-confidence genetic variant detection and reveals evolutionary dynamics missed by less-frequent sampling strategies. Within-host dynamics in both unvaccinated and vaccinated individuals appeared largely stochastic; however, in rare cases, minor genetic variants emerged to frequencies sufficient for forward transmission. Finally, we detected significant genetic compartmentalization of viral variants between saliva and nasal swab sample sites in many individuals. Altogether, these data provide a high-resolution profile of within-host SARS-CoV-2 evolutionary dynamics.IMPORTANCEWe detail the within-host evolutionary dynamics of SARS-CoV-2 during acute infection in 31 individuals using daily longitudinal sampling. We characterized patterns of mutational accumulation for unvaccinated and vaccinated individuals, and observed that temporal variant dynamics in both groups were largely stochastic. Comparison of paired nasal and saliva samples also revealed significant genetic compartmentalization between tissue environments in multiple individuals. Our results demonstrate how selection, genetic drift, and spatial compartmentalization all play important roles in shaping the within-host evolution of SARS-CoV-2 populations during acute infection.
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Affiliation(s)
- Mireille Farjo
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Katia Koelle
- Department of Biology, Emory University, Atlanta, Georgia, USA
| | - Michael A. Martin
- Department of Biology, Emory University, Atlanta, Georgia, USA
- Population Biology, Ecology, and Evolution Graduate Program, Emory University, Atlanta, Georgia, USA
| | - Laura L. Gibson
- Division of Infectious Diseases and Immunology, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, USA
- Department of Pediatrics, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Kimberly K. O. Walden
- High-Performance Biological Computing at the Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Gloria Rendon
- High-Performance Biological Computing at the Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Christopher J. Fields
- High-Performance Biological Computing at the Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Fadi G. Alnaji
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Nicholas Gallagher
- Division of Medical Microbiology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Chun Huai Luo
- Division of Medical Microbiology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Heba H. Mostafa
- Division of Medical Microbiology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Yukari C. Manabe
- Division of Infectious Disease, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Andrew Pekosz
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Rebecca L. Smith
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Department of Pathobiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - David D. McManus
- Division of Cardiology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Christopher B. Brooke
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
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15
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Elomaa P, Ojalehto T, Kumar D, Jokinen V, Saavalainen P. Manually pressurized droplet digital PCR chip for rapid SARS-CoV-2 diagnostics. BIOMICROFLUIDICS 2024; 18:014106. [PMID: 38420041 PMCID: PMC10901548 DOI: 10.1063/5.0180394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/02/2024] [Indexed: 03/02/2024]
Abstract
Droplet digital PCR (ddPCR) is a technique in which PCR reaction is divided into thousands of nanoliter-sized droplets and has proven to be a great tool in virus diagnostics. Compared to the gold standard system quantitative real-time PCR (RT-qPCR), ddPCR functions particularly well when dealing with samples with low template counts, such as viral concentration. This feature makes the technique suitable for early detection of the virus. In this study, a novel portable PDMS ddPCR chip is introduced. The chip functions without external pumps using manual pressurization with a multichannel pipet. The created droplets are monodispersed and form a monolayer on the chip's collection chamber, from where they can be effortlessly imaged. Droplets were analyzed and counted using artificial intelligence. The use of the manually pressurized chip was demonstrated for a SARS-CoV-2 assay, which takes advantage of isothermal strand invasion-based amplification (SIBA) technology, allowing quick and accurate, even point-of-care analysis of the sample. The results demonstrate that SIBA assays can be divided into nanoliter-sized droplets and used as quantitative assays, giving an approximation of the samples' viral count.
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Affiliation(s)
| | | | | | - Ville Jokinen
- Department of Chemistry and Materials Science, Aalto University School of Chemical Engineering, Tietotie 3, Espoo 02150, Finland
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16
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Caneparo V, Rinaldi C, Ferrante D, Ravanini P, Lo Cigno I, Cavalieri S, Gariglio M, Borgogna C. Longitudinal monitoring of SARS-CoV-2 viral load in self-collected saliva from health care workers during breakthrough infections to spare working days. Microbiol Spectr 2023; 11:e0255523. [PMID: 37982633 PMCID: PMC10714835 DOI: 10.1128/spectrum.02555-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 10/03/2023] [Indexed: 11/21/2023] Open
Abstract
IMPORTANCE Real-time quantitative PCR (RT-qPCR) on nasopharyngeal swabs (NPS) has been used as the standard method for detecting and monitoring SARS-CoV-2 infection during the pandemic. However, NPS collection often causes discomfort and poses a higher risk of transmission to health care workers (HCW). Furthermore, RT-qPCR only provides relative quantification and does not allow distinguishing those samples with residual, no longer active infection, whereas droplet digital PCR (ddPCR) allows for precise quantification of viral load, offering greater sensitivity and reproducibility. This study highlights the effectiveness of using self-collected saliva as a convenient and reliable sampling method. By utilizing ddPCR to measure the SARS-CoV-2 viral load in saliva samples, individuals with low or undetectable viral loads can be quickly identified. This approach is particularly advantageous for surveillance programs targeting HCW, as it enables the early identification and release of uninfected personnel, minimizing lost workdays. Additionally, analyzing viral load in saliva samples by ddPCR is valuable in determining virus shedding duration across different SARS-CoV-2 variants, informing transmission and disease control. Finally, testing saliva could overcome the detection of historic cases due to prolonged RNA swabbing past-infection and the unnecessary exclusion of those individuals from the workplace.
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Affiliation(s)
- Valeria Caneparo
- CAAD-Center for Translational Research on Autoimmune and Allergic Disease, University of Piemonte Orientale, Novara, Italy
| | - Carmela Rinaldi
- Aging Project, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
- Education and Research area, Health Professions Direction, Maggiore Della Carità Hospital, Novara, Italy
| | - Daniela Ferrante
- Medical Statistics, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Paolo Ravanini
- Unit of Microbiology and Virology, Department of Laboratory Medicine, "Maggiore della Carità" Hospital, Novara, Italy
| | - Irene Lo Cigno
- Virology Unit, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Silvia Cavalieri
- Occupational Health Unit, Specialist Medical and Oncological Department, "Maggiore della Carità" University - Hospital, Novara, Italy
| | - Marisa Gariglio
- Virology Unit, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Cinzia Borgogna
- Virology Unit, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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17
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Abreu H, Royer CA, Poitevin CG, Kohler AF, Rodrigues AC, Raboni SM, Nogueira MB, Cardoso PH, Arruda MB, Baptista PADS, Bonatto AC, Gradia DF, Adamoski D, Maltempi de Souza E, Carvalho de Oliveira J. Influenza A, like Omicron SARS-CoV-2, Is Similarly Detected in Saliva or Nasopharyngeal Samples via RT-qPCR. Viruses 2023; 15:2352. [PMID: 38140593 PMCID: PMC10747790 DOI: 10.3390/v15122352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 10/26/2023] [Accepted: 10/29/2023] [Indexed: 12/24/2023] Open
Abstract
After the Coronavirus pandemic, the importance of virus surveillance was highlighted, reinforcing the constant necessity of discussing and updating the methods for collection and diagnoses, including for other respiratory viruses. Although the nasopharyngeal swab is the gold-standard sample for detecting and genotyping SARS-CoV-2 and Influenza viruses, its collection is uncomfortable and requires specialized teams, which can be costly. During the pandemic, non-invasive saliva samples proved to be a suitable alternative for SARS-CoV-2 diagnosis, but for Influenza virus the use of this sample source is not recognized yet. In addition, most SARS-CoV-2 comparisons were conducted before the Omicron variant emerged. Here, we aimed to compare Influenza A and Omicron RT-qPCR analysis of nasopharyngeal swabs and saliva self-collection in paired samples from 663 individuals. We found that both nasopharyngeal swab and saliva collection are efficient for the diagnosis of Omicron (including sub-lineages) and for Influenza A, with high sensitivity and accuracy (>90%). The kappa index is 0.938 for Influenza A and 0.905 for SARS-CoV-2. These results showed excellent agreement between the two samples reinforcing saliva samples as a reliable source for detecting Omicron and highlighting saliva as a valid sample source for Influenza detection, considering this cheaper and more comfortable alternative.
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Affiliation(s)
- Hellen Abreu
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
| | - Carla Adriane Royer
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
| | - Carolina Gracia Poitevin
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
| | - Ana Flávia Kohler
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
| | - Ana Carolina Rodrigues
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
| | - Sonia Mara Raboni
- Virology and Molecular Biology Research Laboratory, Federal University of Parana, Curitiba 80030-110, Brazil; (S.M.R.); (M.B.N.)
| | - Meri Bordignon Nogueira
- Virology and Molecular Biology Research Laboratory, Federal University of Parana, Curitiba 80030-110, Brazil; (S.M.R.); (M.B.N.)
| | - Pedro Henrique Cardoso
- Institute of Technology in Immunobiology Bio-Manguinhos, Oswaldo Cruz Foundation/Fiocruz, Rio de Janeiro 21040-900, Brazil; (P.H.C.); (M.B.A.); (P.A.d.S.B.)
| | - Monica Barcellos Arruda
- Institute of Technology in Immunobiology Bio-Manguinhos, Oswaldo Cruz Foundation/Fiocruz, Rio de Janeiro 21040-900, Brazil; (P.H.C.); (M.B.A.); (P.A.d.S.B.)
| | - Patrícia Alvarez da Silva Baptista
- Institute of Technology in Immunobiology Bio-Manguinhos, Oswaldo Cruz Foundation/Fiocruz, Rio de Janeiro 21040-900, Brazil; (P.H.C.); (M.B.A.); (P.A.d.S.B.)
| | - Ana Claudia Bonatto
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
| | - Daniela Fiori Gradia
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
| | - Douglas Adamoski
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas 13083-970, Brazil;
| | - Emanuel Maltempi de Souza
- Department of Biochemistry and Molecular Biology, Federal University of Paraná, Curitiba 81530-000, Brazil;
| | - Jaqueline Carvalho de Oliveira
- Department of Genetics, Federal University of Parana, Curitiba 81531-980, Brazil; (H.A.); (C.A.R.); (C.G.P.); (A.F.K.); (A.C.R.); (A.C.B.); (D.F.G.)
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18
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Piñana JL, Pérez A, Chorão P, Guerreiro M, García-Cadenas I, Solano C, Martino R, Navarro D. Respiratory virus infections after allogeneic stem cell transplantation: Current understanding, knowledge gaps, and recent advances. Transpl Infect Dis 2023; 25 Suppl 1:e14117. [PMID: 37585370 DOI: 10.1111/tid.14117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 07/29/2023] [Accepted: 08/01/2023] [Indexed: 08/18/2023]
Abstract
Before the COVID-19 pandemic, common community-acquired seasonal respiratory viruses (CARVs) were a significant threat to the health and well-being of allogeneic hematopoietic cell transplant (allo-HCT) recipients, often resulting in severe illness and even death. The pandemic has further highlighted the significant risk that immunosuppressed patients, including allo-HCT recipients, face when infected with SARS-CoV-2. As preventive transmission measures are relaxed and CARVs circulate again among the community, including in allo-HSCT recipients, it is crucial to understand the current state of knowledge, gaps, and recent advances regarding CARV infection in allo-HCT recipients. Urgent research is needed to identify seasonal respiratory viruses as potential drivers for future pandemics.
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Affiliation(s)
- Jose L Piñana
- Hematology Department, Hospital Clínico Universitario de Valencia, Valencia, Spain
- Fundación INCLIVA, Instituto de Investigación Sanitaria Hospital Clínico Universitario de Valencia, Valencia, Spain
| | - Ariadna Pérez
- Hematology Department, Hospital Clínico Universitario de Valencia, Valencia, Spain
- Fundación INCLIVA, Instituto de Investigación Sanitaria Hospital Clínico Universitario de Valencia, Valencia, Spain
| | - Pedro Chorão
- Hematology Division, Hospital universitario y politécnico La Fe, Valencia, Spain
- Instituto de Investigación La Fe, Hospital Universitário y Politécncio La Fe, Valencia, Spain
| | - Manuel Guerreiro
- Hematology Division, Hospital universitario y politécnico La Fe, Valencia, Spain
- Instituto de Investigación La Fe, Hospital Universitário y Politécncio La Fe, Valencia, Spain
| | | | - Carlos Solano
- Hematology Department, Hospital Clínico Universitario de Valencia, Valencia, Spain
- Fundación INCLIVA, Instituto de Investigación Sanitaria Hospital Clínico Universitario de Valencia, Valencia, Spain
| | - Rodrigo Martino
- Hematology Division, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - David Navarro
- Microbiology department, Hospital Clinico Universitario de Valencia, Spain
- Department of Medicine, School of Medicine, University of Valencia, Valencia, Spain
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19
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Ji J, Viloria Winnett A, Shelby N, Reyes JA, Schlenker NW, Davich H, Caldera S, Tognazzini C, Goh YY, Feaster M, Ismagilov RF. Index cases first identified by nasal-swab rapid COVID-19 tests had more transmission to household contacts than cases identified by other test types. PLoS One 2023; 18:e0292389. [PMID: 37796850 PMCID: PMC10553276 DOI: 10.1371/journal.pone.0292389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 09/19/2023] [Indexed: 10/07/2023] Open
Abstract
At-home rapid COVID-19 tests in the U.S. utilize nasal-swab specimens and require high viral loads to reliably give positive results. Longitudinal studies from the onset of infection have found infectious virus can present in oral specimens days before nasal. Detection and initiation of infection-control practices may therefore be delayed when nasal-swab rapid tests are used, resulting in greater transmission to contacts. We assessed whether index cases first identified by rapid nasal-swab COVID-19 tests had more transmission to household contacts than index cases who used other test types (tests with higher analytical sensitivity and/or non-nasal specimen types). In this observational cohort study, 370 individuals from 85 households with a recent COVID-19 case were screened at least daily by RT-qPCR on one or more self-collected upper-respiratory specimen types. A two-level random intercept model was used to assess the association between the infection outcome of household contacts and each covariable (household size, race/ethnicity, age, vaccination status, viral variant, infection-control practices, and whether a rapid nasal-swab test was used to initially identify the household index case). Transmission was quantified by adjusted secondary attack rates (aSAR) and adjusted odds ratios (aOR). An aSAR of 53.6% (95% CI 38.8-68.3%) was observed among households where the index case first tested positive by a rapid nasal-swab COVID-19 test, which was significantly higher than the aSAR for households where the index case utilized another test type (27.2% 95% CI 19.5-35.0%, P = 0.003 pairwise comparisons of predictive margins). We observed an aOR of 4.90 (95% CI 1.65-14.56) for transmission to household contacts when a nasal-swab rapid test was used to identify the index case, compared to other test types. Use of nasal-swab rapid COVID-19 tests for initial detection of infection and initiation of infection control may be less effective at limiting transmission to household contacts than other test types.
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Affiliation(s)
- Jenny Ji
- California Institute of Technology, Pasadena, California, United States of America
| | - Alexander Viloria Winnett
- California Institute of Technology, Pasadena, California, United States of America
- University of California Los Angeles–California Institute of Technology Medical Scientist Training Program, Los Angeles, California, United States of America
| | - Natasha Shelby
- California Institute of Technology, Pasadena, California, United States of America
| | - Jessica A. Reyes
- California Institute of Technology, Pasadena, California, United States of America
| | - Noah W. Schlenker
- California Institute of Technology, Pasadena, California, United States of America
| | - Hannah Davich
- California Institute of Technology, Pasadena, California, United States of America
| | - Saharai Caldera
- California Institute of Technology, Pasadena, California, United States of America
| | - Colten Tognazzini
- Pasadena Public Health Department, Pasadena, California, United States of America
| | - Ying-Ying Goh
- Pasadena Public Health Department, Pasadena, California, United States of America
| | - Matt Feaster
- Pasadena Public Health Department, Pasadena, California, United States of America
| | - Rustem F. Ismagilov
- California Institute of Technology, Pasadena, California, United States of America
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20
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Sritong N, Ngo WW, Ejendal KFK, Linnes JC. Development of an Integrated Sample Amplification Control for Salivary Point-of-Care Pathogen Testing. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.03.23296477. [PMID: 37873363 PMCID: PMC10593008 DOI: 10.1101/2023.10.03.23296477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Background The COVID-19 pandemic has led to a rise in point-of-care (POC) and home-based tests, but concerns over usability, accuracy, and effectiveness have arisen. The incorporation of internal amplification controls (IACs), essential control for translational POC diagnostics, could mitigate false-negative and false-positive results due to sample matrix interference or inhibition. Although emerging POC nucleic acid amplification tests (NAATs) for detecting SARS-CoV-2 show impressive analytical sensitivity in the lab, the assessment of clinical accuracy with IACs is often overlooked. In some cases, the IACs were run spatially, complicating assay workflow. Therefore, the multiplex assay for pathogen and IAC is needed. Results We developed a one-pot duplex reverse transcriptase loop-mediated isothermal amplification (RT-LAMP) assay for saliva samples, a non-invasive and simple collected specimen for POC NAATs. The ORF1ab gene of SARS-CoV-2 was used as a target and a human 18S ribosomal RNA in human saliva was employed as an IAC to ensure clinical reliability of the RT-LAMP assay. The optimized assay could detect SARS-CoV-2 viral particles down to 100 copies/μL of saliva within 30 minutes without RNA extraction. The duplex RT-LAMP for SARS-CoV-2 and IAC is successfully amplified in the same reaction without cross-reactivity. The valid results were easily visualized in triple-line lateral flow immunoassay, in which two lines (flow control and IAC lines) represent valid negative results and three lines (flow control, IAC, and test line) represent valid positive results. This duplex assay demonstrated a clinical sensitivity of 95%, specificity of 100%, and accuracy of 96% in 30 clinical saliva samples. Significance IACs play a crucial role in ensuring user confidence with respect to the accuracy and reliability of at-home and POC molecular diagnostics. We demonstrated the multiplex capability of SARS-COV-2 and human18S ribosomal RNA RT-LAMP without complicating assay design. This generic platform can be extended in a similar manner to include human18S ribosomal RNA IACs into different clinical sample matrices.
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Affiliation(s)
- Navaporn Sritong
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Winston Wei Ngo
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Karin F. K. Ejendal
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Jacqueline C. Linnes
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
- Department of Public Health, Purdue University, West Lafayette, IN, USA
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21
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Ghumra D, Shetty N, McBrearty KR, Puthussery JV, Sumlin BJ, Gardiner WD, Doherty BM, Magrecki JP, Brody DL, Esparza TJ, O’Halloran JA, Presti RM, Bricker TL, Boon ACM, Yuede CM, Cirrito JR, Chakrabarty RK. Rapid Direct Detection of SARS-CoV-2 Aerosols in Exhaled Breath at the Point of Care. ACS Sens 2023; 8:3023-3031. [PMID: 37498298 PMCID: PMC10463275 DOI: 10.1021/acssensors.3c00512] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 07/12/2023] [Indexed: 07/28/2023]
Abstract
Airborne transmission via virus-laden aerosols is a dominant route for the transmission of respiratory diseases, including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Direct, non-invasive screening of respiratory virus aerosols in patients has been a long-standing technical challenge. Here, we introduce a point-of-care testing platform that directly detects SARS-CoV-2 aerosols in as little as two exhaled breaths of patients and provides results in under 60 s. It integrates a hand-held breath aerosol collector and a llama-derived, SARS-CoV-2 spike-protein specific nanobody bound to an ultrasensitive micro-immunoelectrode biosensor, which detects the oxidation of tyrosine amino acids present in SARS-CoV-2 viral particles. Laboratory and clinical trial results were within 20% of those obtained using standard testing methods. Importantly, the electrochemical biosensor directly detects the virus itself, as opposed to a surrogate or signature of the virus, and is sensitive to as little as 10 viral particles in a sample. Our platform holds the potential to be adapted for multiplexed detection of different respiratory viruses. It provides a rapid and non-invasive alternative to conventional viral diagnostics.
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Affiliation(s)
- Dishit
P. Ghumra
- Center
for Aerosol Science and Engineering, Department of Energy, Environmental
and Chemical Engineering, Washington University
in St. Louis, St. Louis, Missouri 63130, United States
| | - Nishit Shetty
- Center
for Aerosol Science and Engineering, Department of Energy, Environmental
and Chemical Engineering, Washington University
in St. Louis, St. Louis, Missouri 63130, United States
| | - Kevin R. McBrearty
- Department
of Neurology, Hope Center for Neurological Disease, Knight Alzheimer’s
Disease Research Center, Washington University, St. Louis, Missouri 63110, United States
| | - Joseph V. Puthussery
- Center
for Aerosol Science and Engineering, Department of Energy, Environmental
and Chemical Engineering, Washington University
in St. Louis, St. Louis, Missouri 63130, United States
| | - Benjamin J. Sumlin
- Center
for Aerosol Science and Engineering, Department of Energy, Environmental
and Chemical Engineering, Washington University
in St. Louis, St. Louis, Missouri 63130, United States
| | - Woodrow D. Gardiner
- Department
of Neurology, Hope Center for Neurological Disease, Knight Alzheimer’s
Disease Research Center, Washington University, St. Louis, Missouri 63110, United States
| | - Brookelyn M. Doherty
- Department
of Neurology, Hope Center for Neurological Disease, Knight Alzheimer’s
Disease Research Center, Washington University, St. Louis, Missouri 63110, United States
| | - Jordan P. Magrecki
- Department
of Neurology, Hope Center for Neurological Disease, Knight Alzheimer’s
Disease Research Center, Washington University, St. Louis, Missouri 63110, United States
| | - David L. Brody
- National
Institute of Neurological Disorders and Stroke, Bethesda, Maryland 20892, United States
- Department
of Neurology, Uniformed Services University
of the Health Sciences, Bethesda, Maryland 20814, United States
| | - Thomas J. Esparza
- National
Institute of Neurological Disorders and Stroke, Bethesda, Maryland 20892, United States
| | - Jane A. O’Halloran
- Department
of Medicine, Washington University, St. Louis, Missouri 63110, United States
| | - Rachel M. Presti
- Department
of Medicine, Washington University, St. Louis, Missouri 63110, United States
| | - Traci L. Bricker
- Department
of Medicine, Washington University, St. Louis, Missouri 63110, United States
- Departments
Molecular Microbiology, and Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Adrianus C. M. Boon
- Department
of Medicine, Washington University, St. Louis, Missouri 63110, United States
- Departments
Molecular Microbiology, and Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri 63110, United States
| | - Carla M. Yuede
- Department
of Psychiatry, Washington University School
of Medicine, Campus Box
8134, 660 South Euclid Avenue, St. Louis, Missouri 63110, United States
| | - John R. Cirrito
- Department
of Neurology, Hope Center for Neurological Disease, Knight Alzheimer’s
Disease Research Center, Washington University, St. Louis, Missouri 63110, United States
| | - Rajan K. Chakrabarty
- Center
for Aerosol Science and Engineering, Department of Energy, Environmental
and Chemical Engineering, Washington University
in St. Louis, St. Louis, Missouri 63130, United States
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22
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Viloria Winnett A, Akana R, Shelby N, Davich H, Caldera S, Yamada T, Reyna JRB, Romano AE, Carter AM, Kim MK, Thomson M, Tognazzini C, Feaster M, Goh YY, Chew YC, Ismagilov RF. Daily SARS-CoV-2 Nasal Antigen Tests Miss Infected and Presumably Infectious People Due to Viral Load Differences among Specimen Types. Microbiol Spectr 2023; 11:e0129523. [PMID: 37314333 PMCID: PMC10434058 DOI: 10.1128/spectrum.01295-23] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 05/21/2023] [Indexed: 06/15/2023] Open
Abstract
In a recent household transmission study of SARS-CoV-2, we found extreme differences in SARS-CoV-2 viral loads among paired saliva, anterior nares swab (ANS), and oropharyngeal swab specimens collected from the same time point. We hypothesized these differences may hinder low-analytical-sensitivity assays (including antigen rapid diagnostic tests [Ag-RDTs]) by using a single specimen type (e.g., ANS) from reliably detecting infected and infectious individuals. We evaluated daily at-home ANS Ag-RDTs (Quidel QuickVue) in a cross-sectional analysis of 228 individuals and a longitudinal analysis (throughout infection) of 17 individuals enrolled early in the course of infection. Ag-RDT results were compared to reverse transcription-quantitative PCR (RT-qPCR) results and high, presumably infectious viral loads (in each, or any, specimen type). The ANS Ag-RDT correctly detected only 44% of time points from infected individuals on cross-sectional analysis, and this population had an inferred limit of detection of 7.6 × 106 copies/mL. From the longitudinal cohort, daily Ag-RDT clinical sensitivity was very low (<3%) during the early, preinfectious period of the infection. Further, the Ag-RDT detected ≤63% of presumably infectious time points. The poor observed clinical sensitivity of the Ag-RDT was similar to what was predicted based on quantitative ANS viral loads and the inferred limit of detection of the ANS Ag-RDT being evaluated, indicating high-quality self-sampling. Nasal Ag-RDTs, even when used daily, can miss individuals infected with the Omicron variant and even those presumably infectious. Evaluations of Ag-RDTs for detection of infected or infectious individuals should be compared with a composite (multispecimen) infection status to correctly assess performance. IMPORTANCE We reveal three findings from a longitudinal study of daily nasal antigen rapid diagnostic test (Ag-RDT) evaluated against SARS-CoV-2 viral load quantification in three specimen types (saliva, nasal swab, and throat swab) in participants enrolled at the incidence of infection. First, the evaluated Ag-RDT showed low (44%) clinical sensitivity for detecting infected persons at all infection stages. Second, the Ag-RDT poorly detected (≤63%) time points that participants had high and presumably infectious viral loads in at least one specimen type. This poor clinical sensitivity to detect infectious individuals is inconsistent with the commonly held view that daily Ag-RDTs have near-perfect detection of infectious individuals. Third, use of a combination nasal-throat specimen type was inferred by viral loads to significantly improve Ag-RDT performance to detect infectious individuals.
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Affiliation(s)
| | - Reid Akana
- California Institute of Technology, Pasadena, California, USA
| | - Natasha Shelby
- California Institute of Technology, Pasadena, California, USA
| | - Hannah Davich
- California Institute of Technology, Pasadena, California, USA
| | - Saharai Caldera
- California Institute of Technology, Pasadena, California, USA
| | - Taikun Yamada
- Pangea Laboratory LLC, Tustin, California, USA
- Zymo Research Corporation, Irvine, California, USA
| | | | - Anna E. Romano
- California Institute of Technology, Pasadena, California, USA
| | | | - Mi Kyung Kim
- California Institute of Technology, Pasadena, California, USA
| | - Matt Thomson
- California Institute of Technology, Pasadena, California, USA
| | | | - Matthew Feaster
- Pasadena Public Health Department, Pasadena, California, USA
| | - Ying-Ying Goh
- Pasadena Public Health Department, Pasadena, California, USA
| | - Yap Ching Chew
- Pangea Laboratory LLC, Tustin, California, USA
- Zymo Research Corporation, Irvine, California, USA
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23
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Reyes-Morales R, Segundo-Ibañez P, Flores-de Los Ángeles C, Vizcarra-Ramos D, Ibañez-Galeana DI, Salas-Cuevas G, Olvera-Serrano Á, Pérez-Silva NB, Rocha-Rocha VM, El-Kassi EG, Escobedo-Straffon J, Contreras-Mioni L, Rosas-Díaz M, Lopez-Martinez KM, Arias-Matus CE, Bautista-Rodriguez E, Nolasco-Quiroga M. Reverse transcription loop‑mediated isothermal amplification has a high performance in the detection of SARS‑CoV‑2 in saliva samples and nasal swabs from asymptomatic and symptomatic individuals. Exp Ther Med 2023; 26:398. [PMID: 37522063 PMCID: PMC10375439 DOI: 10.3892/etm.2023.12097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 05/31/2023] [Indexed: 08/01/2023] Open
Abstract
The detection of coronavirus disease 2019 cases represents a significant challenge at the epidemiological level. Limitations exist in effectively detecting asymptomatic cases, achieving good follow-up in hospitals without the infrastructure for reverse transcription-quantitative PCR (RT-qPCR) or in difficult-to-access areas and developing methods with the need for less invasive sampling procedures. Therefore, the present study evaluated the performance of the direct reverse transcription loop-mediated isothermal amplification (RT-LAMP) test for detecting severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in the saliva and nasal samples of asymptomatic individuals belonging to the university population. In addition, this test was also assessed for effectiveness in symptomatic individuals referred from a hospital with poor infrastructure in molecular biology and located outside the urban area. The RT-LAMP assay was compared with the results obtained from the RT-qPCR nasopharyngeal swab test, where the diagnosis was confirmed by lateral flow immunoassay test for rapid antigen detection. A total of 128 samples were analyzed, of which 43% were symptomatic positive individuals, 25% were asymptomatic positive individuals and 32% were SARS-CoV2-negative control individuals. Among positive individuals, no differences were found between the Cq values determined by RT-qPCR. A sensitivity of 96.5% and a specificity of 97.6% was reported for the detection of SARS-CoV-2 in symptomatic individuals by salivary and nasal RT-LAMP, as well as a sensitivity of 100% and a specificity of 97.6% for the detection of SARS-CoV-2 in asymptomatic individuals. These findings indicated that performance of the direct RT-LAMP test using saliva and nasal samples has high sensitivity and specificity, which in turn suggest that it is a viable and reliable alternative for use in epidemiological monitoring.
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Affiliation(s)
- Rodolfo Reyes-Morales
- Laboratory of Medical and Pharmaceutical Biotechnology, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Patricia Segundo-Ibañez
- Molecular Biology Laboratory, Biotechnology Department, Interamerican University, Puebla 72828, Mexico
| | - César Flores-de Los Ángeles
- Molecular Diagnostic Laboratory, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - David Vizcarra-Ramos
- Molecular Biology Laboratory, Biotechnology Department, Interamerican University, Puebla 72828, Mexico
| | | | - Gabriela Salas-Cuevas
- COVID Area of Hospital Clinic Huauchinango, Institute of Social Security and Services for State Workers, Huauchinango, Puebla 73160, Mexico
| | - Ángel Olvera-Serrano
- COVID Area of Hospital Clinic Huauchinango, Institute of Social Security and Services for State Workers, Huauchinango, Puebla 73160, Mexico
| | - Nancy Bibiana Pérez-Silva
- Molecular Diagnostic Laboratory, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Valeria Magali Rocha-Rocha
- Biological Science Department, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Elie Girgis El-Kassi
- Biological Science Department, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Jorge Escobedo-Straffon
- Biological Science Department, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Laura Contreras-Mioni
- Biological Science Department, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Marisol Rosas-Díaz
- Molecular Biology Laboratory, Multidisciplinary Academic Unit Reynosa-Aztlan Reynosa, Autonomous University of Tamaulipas, Tamaulipas 88740, Mexico
| | - Karla María Lopez-Martinez
- Laboratory of Medical and Pharmaceutical Biotechnology, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Carlos Eduardo Arias-Matus
- Laboratory of Medical and Pharmaceutical Biotechnology, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Elizabeth Bautista-Rodriguez
- Laboratory of Medical and Pharmaceutical Biotechnology, Biotechnology Faculty, Puebla State Popular Autonomous University, Puebla 72410, Mexico
| | - Manuel Nolasco-Quiroga
- COVID Area of Hospital Clinic Huauchinango, Institute of Social Security and Services for State Workers, Huauchinango, Puebla 73160, Mexico
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24
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Georgas A, Georgas K, Hristoforou E. Advancements in SARS-CoV-2 Testing: Enhancing Accessibility through Machine Learning-Enhanced Biosensors. MICROMACHINES 2023; 14:1518. [PMID: 37630054 PMCID: PMC10456522 DOI: 10.3390/mi14081518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 08/27/2023]
Abstract
The COVID-19 pandemic highlighted the importance of widespread testing for SARS-CoV-2, leading to the development of various new testing methods. However, traditional invasive sampling methods can be uncomfortable and even painful, creating barriers to testing accessibility. In this article, we explore how machine learning-enhanced biosensors can enable non-invasive sampling for SARS-CoV-2 testing, revolutionizing the way we detect and monitor the virus. By detecting and measuring specific biomarkers in body fluids or other samples, these biosensors can provide accurate and accessible testing options that do not require invasive procedures. We provide examples of how these biosensors can be used for non-invasive SARS-CoV-2 testing, such as saliva-based testing. We also discuss the potential impact of non-invasive testing on accessibility and accuracy of testing. Finally, we discuss potential limitations or biases associated with the machine learning algorithms used to improve the biosensors and explore future directions in the field of machine learning-enhanced biosensors for SARS-CoV-2 testing, considering their potential impact on global healthcare and disease control.
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Affiliation(s)
- Antonios Georgas
- School of Electrical and Computer Engineering, National Technical University of Athens, 15780 Athens, Greece; (K.G.); (E.H.)
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25
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Hu J, Safir F, Chang K, Dagli S, Balch HB, Abendroth JM, Dixon J, Moradifar P, Dolia V, Sahoo MK, Pinsky BA, Jeffrey SS, Lawrence M, Dionne JA. Rapid genetic screening with high quality factor metasurfaces. Nat Commun 2023; 14:4486. [PMID: 37495593 PMCID: PMC10372074 DOI: 10.1038/s41467-023-39721-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 06/20/2023] [Indexed: 07/28/2023] Open
Abstract
Genetic analysis methods are foundational to advancing personalized medicine, accelerating disease diagnostics, and monitoring the health of organisms and ecosystems. Current nucleic acid technologies such as polymerase chain reaction (PCR) and next-generation sequencing (NGS) rely on sample amplification and can suffer from inhibition. Here, we introduce a label-free genetic screening platform based on high quality (high-Q) factor silicon nanoantennas functionalized with nucleic acid fragments. Each high-Q nanoantenna exhibits average resonant quality factors of 2,200 in physiological buffer. We quantitatively detect two gene fragments, SARS-CoV-2 envelope (E) and open reading frame 1b (ORF1b), with high-specificity via DNA hybridization. We also demonstrate femtomolar sensitivity in buffer and nanomolar sensitivity in spiked nasopharyngeal eluates within 5 minutes. Nanoantennas are patterned at densities of 160,000 devices per cm2, enabling future work on highly-multiplexed detection. Combined with advances in complex sample processing, our work provides a foundation for rapid, compact, and amplification-free molecular assays.
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Affiliation(s)
- Jack Hu
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA, 94305, USA.
| | - Fareeha Safir
- Department of Mechanical Engineering, Stanford University, 440 Escondido Mall, Stanford, CA, 94305, USA
| | - Kai Chang
- Department of Electrical Engineering, Stanford University, 350 Jane Stanford Way, Stanford, CA, 94305, USA
| | - Sahil Dagli
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA, 94305, USA
| | - Halleh B Balch
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA, 94305, USA
| | - John M Abendroth
- Laboratory for Solid State Physics, ETH Zürich, CH-8093, Zürich, Switzerland
| | - Jefferson Dixon
- Department of Mechanical Engineering, Stanford University, 440 Escondido Mall, Stanford, CA, 94305, USA
| | - Parivash Moradifar
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA, 94305, USA
| | - Varun Dolia
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA, 94305, USA
| | - Malaya K Sahoo
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Benjamin A Pinsky
- Department of Pathology, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, CA, 94305, USA
| | - Stefanie S Jeffrey
- Department of Surgery, Stanford University School of Medicine, 1201 Welch Road, Stanford, CA, 94305, USA
| | - Mark Lawrence
- Department of Electrical & Systems Engineering, Washington University in St. Louis, 1 Brookings Drive, St. Louis, MO, 63130, USA.
| | - Jennifer A Dionne
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA, 94305, USA.
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26
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Golden A, Oliveira-Silva M, Slater H, Vieira AM, Bansil P, Gerth-Guyette E, Leader BT, Zobrist S, Braga Ferreira AK, Santos de Araujo EC, de Lucena Cruz CD, Garbin E, Bizilj GT, Carlson SJ, Sagalovsky M, Pal S, Gupta V, Wolansky L, Boyle DS, Vieira Dall’Acqua DS, Naveca FG, do Nascimento VA, Villalobos Salcedo JM, Drain PK, Costa ADT, Pereira D, Domingo GJ. Antigen concentration, viral load, and test performance for SARS-CoV-2 in multiple specimen types. PLoS One 2023; 18:e0287814. [PMID: 37467188 PMCID: PMC10355390 DOI: 10.1371/journal.pone.0287814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 06/13/2023] [Indexed: 07/21/2023] Open
Abstract
The relationship between N-antigen concentration and viral load within and across different specimens guides the clinical performance of rapid diagnostic tests (RDT) in different uses. A prospective study was conducted in Porto Velho, Brazil, to investigate RDT performance in different specimen types as a function of the correlation between antigen concentration and viral load. The study included 214 close contacts with recent exposures to confirmed cases, aged 12 years and older and with various levels of vaccination. Antigen concentration was measured in nasopharyngeal swab (NPS), anterior nares swab (ANS), and saliva specimens. Reverse transcriptase (RT)-PCR was conducted on the NPS and saliva specimens, and two RDTs were conducted on ANS and one RDT on saliva. Antigen concentration correlated well with viral load when measured in the same specimen type but not across specimen types. Antigen levels were higher in symptomatic cases compared to asymptomatic/oligosymptomatic cases and lower in saliva compared to NPS and ANS samples. Discordant results between the RDTs conducted on ANS and the RT-PCR on NPS were resolved by antigen concentration values. The analytical limit-of-detection of RDTs can be used to predict the performance of the tests in populations for which the antigen concentration is known. The antigen dynamics across different sample types observed in SARS-CoV-2 disease progression support use of RDTs with nasal samples. Given lower antigen concentrations in saliva, rapid testing using saliva is expected to require improved RDT analytical sensitivity to achieve clinical sensitivity similar to rapid testing of nasal samples.
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Affiliation(s)
- Allison Golden
- Diagnostics, PATH, Seattle, Washington, United States of America
| | | | - Hannah Slater
- Diagnostics, PATH, Seattle, Washington, United States of America
| | | | - Pooja Bansil
- Diagnostics, PATH, Seattle, Washington, United States of America
| | | | | | | | | | | | | | - Eduardo Garbin
- Centro de Pesquisa em Medicina Tropical (CEPEM), Porto Velho, Rondônia, Brazil
| | - Greg T. Bizilj
- Diagnostics, PATH, Seattle, Washington, United States of America
| | - Sean J. Carlson
- Diagnostics, PATH, Seattle, Washington, United States of America
| | | | - Sampa Pal
- Diagnostics, PATH, Seattle, Washington, United States of America
| | - Vin Gupta
- Amazon.com, Seattle, Washington, United States of America
| | - Leo Wolansky
- Pandemic Prevention Institute, The Rockefeller Foundation, New York City, New York, United States of America
| | - David S. Boyle
- Diagnostics, PATH, Seattle, Washington, United States of America
| | | | - Felipe Gomes Naveca
- Instituto Leônidas e Maria Deane (ILMD), Fundação Oswaldo Cruz (FIOCRUZ), Manaus, Amazonas, Brazil
| | | | | | - Paul K. Drain
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | | | - Dhélio Pereira
- Centro de Pesquisa em Medicina Tropical (CEPEM), Porto Velho, Rondônia, Brazil
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27
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Pernet O, Weisenhaus M, Stafylis C, Williams C, Campan M, Pettersson J, Green N, Lee DM, Thomas PD, Ward P, Hu H, Klausner JD, Kovacs AAZ. SARS-CoV-2 viral variants can rapidly be identified for clinical decision making and population surveillance using a high-throughput digital droplet PCR assay. Sci Rep 2023; 13:7612. [PMID: 37165019 PMCID: PMC10170421 DOI: 10.1038/s41598-023-34188-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 04/25/2023] [Indexed: 05/12/2023] Open
Abstract
Epidemiologic surveillance of circulating SARS-CoV-2 variants is essential to assess impact on clinical outcomes and vaccine efficacy. Whole genome sequencing (WGS), the gold-standard to identify variants, requires significant infrastructure and expertise. We developed a digital droplet polymerase chain reaction (ddPCR) assay that can rapidly identify circulating variants of concern/interest (VOC/VOI) using variant-specific mutation combinations in the Spike gene. To validate the assay, 800 saliva samples known to be SARS-CoV-2 positive by RT-PCR were used. During the study (July 2020-March 2022) the assay was easily adaptable to identify not only existing circulating VAC/VOI, but all new variants as they evolved. The assay can discriminate nine variants (Alpha, Beta, Gamma, Delta, Eta, Epsilon, Lambda, Mu, and Omicron) and sub-lineages (Delta 417N, Omicron BA.1, BA.2). Sequence analyses confirmed variant type for 124/124 samples tested. This ddPCR assay is an inexpensive, sensitive, high-throughput assay that can easily be adapted as new variants are identified.
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Affiliation(s)
- Olivier Pernet
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, University of Southern California, Los Angeles, CA, USA.
| | - Maia Weisenhaus
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, University of Southern California, Los Angeles, CA, USA
| | - Chrysovalantis Stafylis
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Christopher Williams
- Department of Preventive Medicine, Division of Bioinformatics, University of Southern California, Los Angeles, CA, USA
| | - Mihaela Campan
- Department of Pathology & Laboratory Medicine in Keck, University of Southern California, Los Angeles, CA, USA
| | - Jonas Pettersson
- Department of Pathology & Laboratory Medicine in Keck, University of Southern California, Los Angeles, CA, USA
| | - Nicole Green
- Los Angeles County Department of Public Health, Los Angeles, CA, USA
| | - David M Lee
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, University of Southern California, Los Angeles, CA, USA
| | - Paul D Thomas
- Department of Preventive Medicine, Division of Bioinformatics, University of Southern California, Los Angeles, CA, USA
| | - Pamela Ward
- Department of Pathology & Laboratory Medicine in Keck, University of Southern California, Los Angeles, CA, USA
| | - Howard Hu
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Jeffrey D Klausner
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Andrea A Z Kovacs
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, University of Southern California, Los Angeles, CA, USA
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
- Department of Pathology & Laboratory Medicine in Keck, University of Southern California, Los Angeles, CA, USA
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28
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Allicock OM, Yolda-Carr D, Todd JA, Wyllie AL. Pooled RNA-extraction-free testing of saliva for the detection of SARS-CoV-2. Sci Rep 2023; 13:7426. [PMID: 37156888 PMCID: PMC10165292 DOI: 10.1038/s41598-023-34662-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 05/05/2023] [Indexed: 05/10/2023] Open
Abstract
The key to limiting SARS-CoV-2 spread is to identify virus-infected individuals (both symptomatic and asymptomatic) and isolate them from the general population. Hence, routine weekly testing for SARS-CoV-2 in all asymptomatic (capturing both infected and non-infected) individuals is considered critical in situations where a large number of individuals co-congregate such as schools, prisons, aged care facilities and industrial workplaces. Such testing is hampered by operational issues such as cost, test availability, access to healthcare workers and throughput. We developed the SalivaDirect RT-qPCR assay to increase access to SARS-CoV-2 testing via a low-cost, streamlined protocol using self-collected saliva. To expand the single sample testing protocol, we explored multiple extraction-free pooled saliva testing workflows prior to testing with the SalivaDirect RT-qPCR assay. A pool size of five, with or without heat inactivation at 65 °C for 15 min prior to testing resulted in a positive agreement of 98% and 89%, respectively, and an increased Ct value shift of 1.37 and 1.99 as compared to individual testing of the positive clinical saliva specimens. Applying this shift in Ct value to 316 individual, sequentially collected, SARS-CoV-2 positive saliva specimen results reported from six clinical laboratories using the original SalivaDirect assay, 100% of the samples would have been detected (Ct value < 45) had they been tested in the 1:5 pool strategy. The availability of multiple pooled testing workflows for laboratories can increase test turnaround time, permitting results in a more actionable time frame while minimizing testing costs and changes to laboratory operational flow.
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Affiliation(s)
- Orchid M Allicock
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Devyn Yolda-Carr
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - John A Todd
- SalivaDirect, Inc, New Haven, CT, 06510, USA
| | - Anne L Wyllie
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA.
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29
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Okada S, Muto Y, Zhu B, Ueda H, Nakamura H. Development of a Peptide Sensor Derived from Human ACE2 for Fluorescence Polarization Assays of the SARS-CoV-2 Receptor Binding Domain. Anal Chem 2023; 95:6198-6202. [PMID: 37028948 PMCID: PMC10107661 DOI: 10.1021/acs.analchem.2c05818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 04/05/2023] [Indexed: 04/09/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and the continuing emergence of infectious variants have caused a serious pandemic and a global economic slump since 2019. To overcome the situation and prepare for future pandemic-prone diseases, there is a need to establish a convenient diagnostic test that is quickly adaptable to unexpected emergence of virus variants. Here we report a fluorescent peptide sensor 26-Dan and its application to the fluorescence polarization (FP) assay for the highly sensitive and convenient detection of SARS-CoV-2. The 26-Dan sensor was developed by fluorescent labeling of the 26th amino acid of a peptide derived from the N-terminal α-helix of human angiotensin-converting enzyme 2 (hACE2) receptor. The 26-Dan sensor maintained the α-helical structure and showed FP changes in a concentration-dependent manner of the receptor binding domain (RBD) of the virus. The half maximal effective concentrations (EC50's) for RBD of Wuhan-Hu-1 strain, Delta (B.1.617.2), and Omicron (BA.5) variants were 51, 5.2, and 2.2 nM, respectively, demonstrating that the 26-Dan-based FP assay can be adaptable to virus variants that evade standard diagnostic tests. The 26-Dan-based FP assay could also be applied to model screening of a small molecule that inhibits RBD binding to hACE2 and identified glycyrrhizin as a potential inhibitor. The combination of the sensor with a portable microfluidic fluorescence polarization analyzer allowed for the detection of RBD in a femtomolar range within 3 min, demonstrating the assay could be a promising step toward a rapid and convenient test for SARS-CoV-2 and other possible future pandemic-prone diseases.
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Affiliation(s)
- Satoshi Okada
- Laboratory
for Chemistry and Life Science, Institute
of Innovative Research, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa 226-8503, Japan
- School
of Life Science and Technology, Tokyo Institute
of Technology, 4259 Nagatsuta-cho,
Midori-ku, Yokohama, Kanagawa 226-8503, Japan
| | - Yuka Muto
- School
of Life Science and Technology, Tokyo Institute
of Technology, 4259 Nagatsuta-cho,
Midori-ku, Yokohama, Kanagawa 226-8503, Japan
| | - Bo Zhu
- Laboratory
for Chemistry and Life Science, Institute
of Innovative Research, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa 226-8503, Japan
| | - Hiroshi Ueda
- Laboratory
for Chemistry and Life Science, Institute
of Innovative Research, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa 226-8503, Japan
- World
Research Hub Initiative, Institute of Innovative Research, Tokyo Institute of Technology, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa 226-8503, Japan
| | - Hiroyuki Nakamura
- Laboratory
for Chemistry and Life Science, Institute
of Innovative Research, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa 226-8503, Japan
- School
of Life Science and Technology, Tokyo Institute
of Technology, 4259 Nagatsuta-cho,
Midori-ku, Yokohama, Kanagawa 226-8503, Japan
- World
Research Hub Initiative, Institute of Innovative Research, Tokyo Institute of Technology, 4259 Nagatsuta-cho, Midori-ku, Yokohama, Kanagawa 226-8503, Japan
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30
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Raddatz BW, Rabello FJ, Benedetti R, Steil GJ, Imamura LM, Kim EYS, Santiago EB, Hartmann LF, Predebon JV, Delfino BM, Nogueira MB, Dos Santos JS, da Silva BG, Nicollete DRP, Almeida BMMD, Rogal SR, Figueredo MVM. Clinical Validation of a Colorimetric Loop-Mediated Isothermal Amplification Using a Portable Device for the Rapid Detection of SARS-CoV-2. Diagnostics (Basel) 2023; 13:diagnostics13071355. [PMID: 37046573 PMCID: PMC10093461 DOI: 10.3390/diagnostics13071355] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 03/28/2023] [Accepted: 04/01/2023] [Indexed: 04/14/2023] Open
Abstract
Quick and reliable mass testing of infected people is an effective tool for the contingency of SARS-CoV-2. During the COVID-19 pandemic, Point-of-Care (POC) tests using Loop-Mediated Isothermal Amplification (LAMP) arose as a useful diagnostic tool. LAMP tests are a robust and fast alternative to Polymerase Chain Reaction (PCR), and their isothermal property allows easy incorporation into POC platforms. The main drawback of using colorimetric LAMP is the reported short-term stability of the pre-mixed reagents, as well as the relatively high rate of false-positive results. Also, low-magnitude amplification can produce a subtle color change, making it difficult to discern a positive reaction. This paper presents Hilab Molecular, a portable device that uses the Internet of Things and Artificial Intelligence to pre-analyze colorimetric data. In addition, we established manufacturing procedures to increase the stability of colorimetric RT-LAMP tests. We show that ready-to-use reactions can be stored for up to 120 days at -20 °C. Furthermore, we validated both the Hilab Molecular device and the Hilab RT-LAMP test for SARS-CoV-2 using 581 patient samples without any purification steps. We achieved a sensitivity of 92.93% and specificity of 99.42% (samples with CT ≤ 30) when compared to RT-qPCR.
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Affiliation(s)
- Bruna W Raddatz
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Felipe J Rabello
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Rafael Benedetti
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Gisleine J Steil
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Louise M Imamura
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Edson Y S Kim
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Erika B Santiago
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Luís F Hartmann
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - João V Predebon
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Bruna M Delfino
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
| | - Meri B Nogueira
- Virology Laboratory, Universidade Federal do Paraná (Hospital de Clínicas), Rua General Carneiro, 181-Alto da Glória, Curitiba 80060-900, PR, Brazil
| | - Jucélia S Dos Santos
- Virology Laboratory, Universidade Federal do Paraná (Hospital de Clínicas), Rua General Carneiro, 181-Alto da Glória, Curitiba 80060-900, PR, Brazil
| | - Breno G da Silva
- Virology Laboratory, Universidade Federal do Paraná (Hospital de Clínicas), Rua General Carneiro, 181-Alto da Glória, Curitiba 80060-900, PR, Brazil
| | | | | | - Sergio R Rogal
- Hilab, Rua José Altair Possebom, 800-CIC, Curitiba 81270-185, PR, Brazil
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31
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Parandakh A, Ymbern O, Jogia W, Renault J, Ng A, Juncker D. 3D-printed capillaric ELISA-on-a-chip with aliquoting. LAB ON A CHIP 2023; 23:1547-1560. [PMID: 36723136 DOI: 10.1039/d2lc00878e] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Sandwich immunoassays such as the enzyme-linked immunosorbent assay (ELISA) have been miniaturized and performed in a lab-on-a-chip format, but the execution of the multiple assay steps typically requires a computer or complex peripherals. Recently, an ELISA for detecting antibodies was encoded structurally in a chip thanks to the microfluidic chain reaction (Yafia et al. Nature, 2022, 605, 464-469), but the need for precise pipetting and intolerance to commonly used surfactant concentrations limit the potential for broader adoption. Here, we introduce the ELISA-on-a-chip with aliquoting functionality that simplifies chip loading and pipetting, accommodates higher surfactant concentrations, includes barrier channels that delay the contact between solutions and prevent undesired mixing, and that executed a quantitative, high-sensitivity assay for the SARS-CoV-2 nucleocapsid protein in 4×-diluted saliva. Upon loading the chip using disposable pipettes, capillary flow draws each reagent and the sample into a separate volumetric measuring reservoir for detection antibody (70 μL), enzyme conjugate (50 μL), substrate (80 μL), and sample (210 μL), and splits washing buffer into 4 different reservoirs of 40, 40, 60, and 20 μL. The excess volume is autonomously drained via a structurally encoded capillaric aliquoting circuit, creating aliquots with an accuracy of >93%. Next, the user click-connects the assay module, comprising a nitrocellulose membrane with immobilized capture antibodies and a capillary pump, to the chip which triggers the step-by-step, timed flow of all aliquoted solutions to complete the assay in 1.5 h. A colored precipitate forming a line on a nitrocellulose strip serves as an assay readout, and upon digitization, yielded a binding curve with a limit of detection of 54 and 91 pg mL-1 for buffer and diluted saliva respectively, vastly outperforming rapid tests. The ELISA chip is 3D-printed, modular, adaptable to other targets and assays, and could be used to automate ELISA in the lab; or as a diagnostic test at the point of care with the convenience and form factor of rapid tests while preserving the protocol and performance of central laboratory ELISA.
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Affiliation(s)
- Azim Parandakh
- Biomedical Engineering Department, McGill University, 740 Dr. Penfield Ave, Montreal, QC, H3A 0G1, Canada.
- McGill Genome Centre, McGill University, Montreal, QC, Canada
| | - Oriol Ymbern
- Biomedical Engineering Department, McGill University, 740 Dr. Penfield Ave, Montreal, QC, H3A 0G1, Canada.
- McGill Genome Centre, McGill University, Montreal, QC, Canada
| | - William Jogia
- Biomedical Engineering Department, McGill University, 740 Dr. Penfield Ave, Montreal, QC, H3A 0G1, Canada.
- McGill Genome Centre, McGill University, Montreal, QC, Canada
| | - Johan Renault
- Biomedical Engineering Department, McGill University, 740 Dr. Penfield Ave, Montreal, QC, H3A 0G1, Canada.
- McGill Genome Centre, McGill University, Montreal, QC, Canada
| | - Andy Ng
- Biomedical Engineering Department, McGill University, 740 Dr. Penfield Ave, Montreal, QC, H3A 0G1, Canada.
- McGill Genome Centre, McGill University, Montreal, QC, Canada
| | - David Juncker
- Biomedical Engineering Department, McGill University, 740 Dr. Penfield Ave, Montreal, QC, H3A 0G1, Canada.
- McGill Genome Centre, McGill University, Montreal, QC, Canada
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32
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Viloria Winnett A, Akana R, Shelby N, Davich H, Caldera S, Yamada T, Reyna JRB, Romano AE, Carter AM, Kim MK, Thomson M, Tognazzini C, Feaster M, Goh YY, Chew YC, Ismagilov RF. Extreme differences in SARS-CoV-2 viral loads among respiratory specimen types during presumed pre-infectious and infectious periods. PNAS NEXUS 2023; 2:pgad033. [PMID: 36926220 PMCID: PMC10013338 DOI: 10.1093/pnasnexus/pgad033] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/18/2023] [Accepted: 01/24/2023] [Indexed: 03/16/2023]
Abstract
SARS-CoV-2 viral-load measurements from a single-specimen type are used to establish diagnostic strategies, interpret clinical-trial results for vaccines and therapeutics, model viral transmission, and understand virus-host interactions. However, measurements from a single-specimen type are implicitly assumed to be representative of other specimen types. We quantified viral-load timecourses from individuals who began daily self-sampling of saliva, anterior-nares (nasal), and oropharyngeal (throat) swabs before or at the incidence of infection with the Omicron variant. Viral loads in different specimen types from the same person at the same timepoint exhibited extreme differences, up to 109 copies/mL. These differences were not due to variation in sample self-collection, which was consistent. For most individuals, longitudinal viral-load timecourses in different specimen types did not correlate. Throat-swab and saliva viral loads began to rise as many as 7 days earlier than nasal-swab viral loads in most individuals, leading to very low clinical sensitivity of nasal swabs during the first days of infection. Individuals frequently exhibited presumably infectious viral loads in one specimen type while viral loads were low or undetectable in other specimen types. Therefore, defining an individual as infectious based on assessment of a single-specimen type underestimates the infectious period, and overestimates the ability of that specimen type to detect infectious individuals. For diagnostic COVID-19 testing, these three single-specimen types have low clinical sensitivity, whereas a combined throat-nasal swab, and assays with high analytical sensitivity, was inferred to have significantly better clinical sensitivity to detect presumed pre-infectious and infectious individuals.
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Affiliation(s)
| | - Reid Akana
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Natasha Shelby
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Hannah Davich
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Saharai Caldera
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Taikun Yamada
- Pangea Laboratory LLC, 14762 Bentley Cir, Tustin, CA 92780, USA.,Zymo Research Corp., 17062 Murphy Ave, Irvine, CA 92614, USA
| | | | - Anna E Romano
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Alyssa M Carter
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Mi Kyung Kim
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Matt Thomson
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
| | - Colten Tognazzini
- Pasadena Public Health Department, 1845 N. Fair Oaks Ave, Pasadena, CA 91103, USA
| | - Matthew Feaster
- Pasadena Public Health Department, 1845 N. Fair Oaks Ave, Pasadena, CA 91103, USA
| | - Ying-Ying Goh
- Pasadena Public Health Department, 1845 N. Fair Oaks Ave, Pasadena, CA 91103, USA
| | - Yap Ching Chew
- Pangea Laboratory LLC, 14762 Bentley Cir, Tustin, CA 92780, USA.,Zymo Research Corp., 17062 Murphy Ave, Irvine, CA 92614, USA
| | - Rustem F Ismagilov
- California Institute of Technology, 1200 E. California Blvd, Pasadena, CA 91125, USA
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33
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Clinical Evaluation of an Antigen Home Test Using Surface-Enhanced Raman Spectroscopy and Stacking Pad for SARS-CoV-2 Screening with Nasal and Salivary Swab Samples. Diagnostics (Basel) 2023; 13:diagnostics13050880. [PMID: 36900022 PMCID: PMC10000415 DOI: 10.3390/diagnostics13050880] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/16/2023] [Accepted: 02/23/2023] [Indexed: 03/03/2023] Open
Abstract
This prospective study aimed to evaluate the performance of the InstaView COVID-19 (coronavirus diseases 2019) Antigen Home Test (InstaView AHT) which detects severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antigens. In this test kit, surface-enhanced Raman spectroscopy was used, a stacking pad was inserted, and nasal swab and salivary swab samples were used simultaneously to improve performance. The clinical performance of the InstaView AHT was compared to that of RT-PCR using nasopharyngeal samples. The participants without any prior training were recruited and performed the sample collection, testing, and interpretation of the results by themselves. Of the 91 PCR-positive patients, 85 had positive InstaView AHT results. The sensitivity and specificity of the InstaView AHT were 93.4% (95% confidence interval [CI]: 86.2-97.5) and 99.4% (95% CI: 98.2-99.9). The sensitivity of the InstaView AHT was above 90% for all samples obtained from patients with Ct ≤ 20, 20 < Ct ≤ 25, and 25 < Ct ≤ 30 (100%, 95.1%, and 92.0%, respectively). The InstaView AHT can be used as an alternative to RT-PCR testing because of its relatively high sensitivity and specificity, especially when SARS-CoV-2 prevalence is high, and the availability of RT-PCR testing is limited.
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34
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Wagner K, Fox P, Gordon E, Hahn W, Olsen K, Markham A, Buglewicz D, Selemenakis P, Lessard A, Goldstein D, Threatt A, Davis L, Miller-Dawson J, Stockett H, Sanders H, Rugh K, Turner H, Remias M, Williams M, Chavez J, Galindo G, Cialek C, Koch A, Fout A, Fosdick B, Broeckling B, Zabel MD. A multiplexed, paired-pooled droplet digital PCR assay for detection of SARS-CoV-2 in saliva. Sci Rep 2023; 13:3075. [PMID: 36813822 PMCID: PMC9944410 DOI: 10.1038/s41598-023-29858-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 02/11/2023] [Indexed: 02/24/2023] Open
Abstract
In response to the SARS-CoV-2 pandemic, we developed a multiplexed, paired-pool droplet digital PCR (MP4) screening assay. Key features of our assay are the use of minimally processed saliva, 8-sample paired pools, and reverse-transcription droplet digital PCR (RT-ddPCR) targeting the SARS-CoV-2 nucleocapsid gene. The limit of detection was determined to be 2 and 12 copies per µl for individual and pooled samples, respectively. Using the MP4 assay, we routinely processed over 1,000 samples a day with a 24-h turnaround time and over the course of 17 months, screened over 250,000 saliva samples. Modeling studies showed that the efficiency of 8-sample pools was reduced with increased viral prevalence and that this could be mitigated by using 4-sample pools. We also present a strategy for, and modeling data supporting, the creation of a third paired pool as an additional strategy to employ under high viral prevalence.
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Affiliation(s)
- Kaitlyn Wagner
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Phil Fox
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Elizabeth Gordon
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Westen Hahn
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Kenzie Olsen
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Alex Markham
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Dylan Buglewicz
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Platon Selemenakis
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Avery Lessard
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Daniella Goldstein
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Alissa Threatt
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Luke Davis
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Jake Miller-Dawson
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Halie Stockett
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | | | - Kristin Rugh
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Houston Turner
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Michelle Remias
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Maggie Williams
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Jorge Chavez
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Gabriel Galindo
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Charlotte Cialek
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Amanda Koch
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Alex Fout
- Department of Statistics, Colorado State University, Fort Collins, CO, 80523, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Bailey Fosdick
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Bettina Broeckling
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA
- Colorado State University, Fort Collins, CO, 80523, USA
| | - Mark D Zabel
- Prion Research Center, Department of Microbiology, Immunology and Pathology, College of Veterinary Medicine and Biomedical Sciences, Fort Collins, USA.
- Colorado State University, Fort Collins, CO, 80523, USA.
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Hong KH, Sung H. SARS-CoV-2 Results in Self-collected Nasal Swabs vs Swabs Collected by Health Care Workers in Children and Adolescents. JAMA 2023; 329:424-425. [PMID: 36749340 DOI: 10.1001/jama.2022.21596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Ki Ho Hong
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, South Korea
| | - Heungsup Sung
- Department of Laboratory Medicine, University of Ulsan College of Medicine, Seoul, South Korea
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36
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Carter AM, Viloria Winnett A, Romano AE, Akana R, Shelby N, Ismagilov RF. Laboratory Evaluation Links Some False-Positive COVID-19 Antigen Test Results Observed in a Field Study to a Specific Lot of Test Strips. Open Forum Infect Dis 2023; 10:ofac701. [PMID: 36726541 PMCID: PMC9887260 DOI: 10.1093/ofid/ofac701] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 01/03/2023] [Indexed: 01/09/2023] Open
Abstract
During a household-transmission field study using COVID-19 antigen rapid diagnostic tests (Ag-RDT), a common test strip lot was identified among 3 participants with false-positive results. In blinded laboratory evaluation, this lot exhibited a significantly higher false-positive rate than other lots. Because a positive Ag-RDT result often prompts action, reducing lot-specific false positives can maintain confidence and actionability of true-positive Ag-RDT results.
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Affiliation(s)
- Alyssa M Carter
- Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
| | | | - Anna E Romano
- Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
| | - Reid Akana
- Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
| | - Natasha Shelby
- Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
| | - Rustem F Ismagilov
- Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California, USA
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37
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Kang S, Kim JY, Park H, Lim SY, Kim J, Chang E, Bae S, Jung J, Kim MJ, Chong YP, Lee S, Choi S, Kim YS, Park M, Kim S. Comparison of secondary attack rate and viable virus shedding between patients with SARS-CoV-2 Delta and Omicron variants: A prospective cohort study. J Med Virol 2023; 95:e28369. [PMID: 36458559 PMCID: PMC9877691 DOI: 10.1002/jmv.28369] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 11/12/2022] [Accepted: 11/28/2022] [Indexed: 12/04/2022]
Abstract
There are limited data comparing the transmission rates and kinetics of viable virus shedding of the Omicron variant to those of the Delta variant. We compared these rates in hospitalized patients infected with Delta and Omicron variants. We prospectively enrolled adult patients with COVID-19 admitted to a tertiary care hospital in South Korea between September 2021 and May 2022. Secondary attack rates were calculated by epidemiologic investigation, and daily saliva samples were collected to evaluate viral shedding kinetics. Genomic and subgenomic SARS-CoV-2 RNA was measured by PCR, and virus culture was performed from daily saliva samples. A total of 88 patients with COVID-19 who agreed to daily sampling and were interviewed, were included. Of the 88 patients, 48 (59%) were infected with Delta, and 34 (41%) with Omicron; a further 5 patients gave undetectable or inconclusive RNA PCR results and 1 was suspected of being coinfected with both variants. Omicron group had a higher secondary attack rate (31% [38/124] vs. 7% [34/456], p < 0.001). Survival analysis revealed that shorter viable virus shedding period was observed in Omicron variant compared with Delta variant (median 4, IQR [1-7], vs. 8.5 days, IQR [5-12 days], p < 0.001). Multivariable analysis revealed that moderate-to-critical disease severity (HR: 1.96), and immunocompromised status (HR: 2.17) were independent predictors of prolonged viral shedding, whereas completion of initial vaccine series or first booster-vaccinated status (HR: 0.49), and Omicron infection (HR: 0.44) were independently associated with shorter viable virus shedding. Patients with Omicron infections had higher transmission rates but shorter periods of transmissible virus shedding than those with Delta infections.
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Affiliation(s)
- Sung‐Woon Kang
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Ji Yeun Kim
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Heedo Park
- Department of Biomedical Sciences, BK21 Graduate ProgramKorea University College of MedicineSeoulRepublic of Korea
- Department of Microbiology, Institute for Viral Diseases, Vaccine Innovation Center, College of MedicineKorea UniversitySeoulSouth Korea
| | - So Yun Lim
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Jeonghun Kim
- Department of Biomedical Sciences, BK21 Graduate ProgramKorea University College of MedicineSeoulRepublic of Korea
- Department of Microbiology, Institute for Viral Diseases, Vaccine Innovation Center, College of MedicineKorea UniversitySeoulSouth Korea
| | - Euijin Chang
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Seongman Bae
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Jiwon Jung
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Min Jae Kim
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Yong Pil Chong
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Sang‐Oh Lee
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Sang‐Ho Choi
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Yang Soo Kim
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
| | - Man‐Seong Park
- Department of Biomedical Sciences, BK21 Graduate ProgramKorea University College of MedicineSeoulRepublic of Korea
- Department of Microbiology, Institute for Viral Diseases, Vaccine Innovation Center, College of MedicineKorea UniversitySeoulSouth Korea
| | - Sung‐Han Kim
- Department of Infectious Diseases, Asan Medical CenterUniversity of Ulsan College of MedicineSeoulRepublic of Korea
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Viloria Winnett A, Porter MK, Romano AE, Savela ES, Akana R, Shelby N, Reyes JA, Schlenker NW, Cooper MM, Carter AM, Ji J, Barlow JT, Tognazzini C, Feaster M, Goh YY, Ismagilov RF. Morning SARS-CoV-2 Testing Yields Better Detection of Infection Due to Higher Viral Loads in Saliva and Nasal Swabs upon Waking. Microbiol Spectr 2022; 10:e0387322. [PMID: 36287073 PMCID: PMC9769854 DOI: 10.1128/spectrum.03873-22] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 10/03/2022] [Indexed: 01/10/2023] Open
Abstract
Optimizing specimen collection methods to achieve the most reliable SARS-CoV-2 detection for a given diagnostic sensitivity would improve testing and minimize COVID-19 outbreaks. From September 2020 to April 2021, we performed a household-transmission study in which participants self-collected specimens every morning and evening throughout acute SARS-CoV-2 infection. Seventy mildly symptomatic participants collected saliva, and of those, 29 also collected nasal swab specimens. Viral load was quantified in 1,194 saliva and 661 nasal swab specimens using a high-analytical-sensitivity reverse transcription-quantitative PCR (RT-qPCR) assay. Viral loads in both saliva and nasal swab specimens were significantly higher in morning-collected specimens than in evening-collected specimens after symptom onset. This aspect of the biology of SARS-CoV-2 infection has implications for diagnostic testing. We infer that morning collection would have resulted in significantly improved detection and that this advantage would be most pronounced for tests with low to moderate analytical sensitivity. Collecting specimens for COVID-19 testing in the morning offers a simple and low-cost improvement to clinical diagnostic sensitivity of low- to moderate-analytical-sensitivity tests. IMPORTANCE Our findings suggest that collecting saliva and nasal swab specimens in the morning immediately after waking yields higher SARS-CoV-2 viral loads than collection later in the day. The higher viral loads from morning specimen collection are predicted to significantly improve detection of SARS-CoV-2 in symptomatic individuals, particularly when using moderate- to low-analytical-sensitivity COVID-19 diagnostic tests, such as rapid antigen tests.
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Affiliation(s)
| | | | - Anna E. Romano
- California Institute of Technology, Pasadena, California, USA
| | - Emily S. Savela
- California Institute of Technology, Pasadena, California, USA
| | - Reid Akana
- California Institute of Technology, Pasadena, California, USA
| | - Natasha Shelby
- California Institute of Technology, Pasadena, California, USA
| | | | | | | | | | - Jenny Ji
- California Institute of Technology, Pasadena, California, USA
| | - Jacob T. Barlow
- California Institute of Technology, Pasadena, California, USA
| | - Colten Tognazzini
- City of Pasadena Public Health Department, Pasadena, California, USA
| | - Matthew Feaster
- City of Pasadena Public Health Department, Pasadena, California, USA
| | - Ying-Ying Goh
- City of Pasadena Public Health Department, Pasadena, California, USA
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Kang J, Jang H, Kim TH, Cho U, Bang H, Jang J, Lee W, Joo H, Noh J, Lee GY, Shin DH, Kang CK, Choe PG, Kim NJ, Oh MD, Song M, Kwon S, Veas F, Park WB. Accurate Diagnosis of COVID-19 from Self-Collectable Biospecimens Using Synthetic Apolipoprotein H Peptide-Coated Nanoparticle Assay. Anal Chem 2022; 94:17186-17194. [PMID: 36399654 PMCID: PMC9718094 DOI: 10.1021/acs.analchem.2c03813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
A high-throughput, accurate screening is crucial for the prevention and control of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Current methods, which involve sampling from the nasopharyngeal (NP) area by medical staffs, constitute a fundamental bottleneck in expanding the testing capacity. To meet the scales required for population-level surveillance, self-collectable specimens can be used; however, its low viral load has hindered its clinical adoption. Here, we describe a magnetic nanoparticle functionalized with synthetic apolipoprotein H (ApoH) peptides to capture, concentrate, and purify viruses. The ApoH assay demonstrates a viral enrichment efficiency of >90% for both SARS-CoV-2 and its variants, leading to an order of magnitude improvement in analytical sensitivity. For validation, we apply the assay to a total of 84 clinical specimens including nasal, oral, and mouth gargles obtained from COVID-19 patients. As a result, a 100% positivity rate is achieved from the patient-collected nasal and gargle samples, which exceeds that of the traditional NP swab method. The simple 12 min pre-enrichment assay enabling the use of self-collectable samples will be a practical solution to overcome the overwhelming diagnostic capacity. Furthermore, the methodology can easily be built on various clinical protocols, allowing its broad applicability to various disease diagnoses.
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Affiliation(s)
- Junwon Kang
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul08826, Korea
- Integrated Major in Innovative Medical Science, Seoul National University, Seoul03080, Korea
| | - Haewook Jang
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul08826, Korea
| | - Tae Hyun Kim
- Bio-MAX Institute, Seoul National University, Seoul08826, Korea
- Department of Electrical and Computer Engineering, Seoul National University, Seoul08826, Korea
| | - Untack Cho
- QuantaMatrix Inc., Seoul08506, Korea
- Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul03080, Korea
| | | | | | - Wooseok Lee
- Department of Electrical and Computer Engineering, Seoul National University, Seoul08826, Korea
| | - Hyelyn Joo
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul08826, Korea
| | - Jinsung Noh
- Bio-MAX Institute, Seoul National University, Seoul08826, Korea
- Department of Electrical and Computer Engineering, Seoul National University, Seoul08826, Korea
| | - Gi Yoon Lee
- Department of Electrical and Computer Engineering, Seoul National University, Seoul08826, Korea
| | - Dong Hoon Shin
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul03080, Korea
| | - Chang Kyung Kang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul03080, Korea
| | - Pyoeng Gyun Choe
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul03080, Korea
| | - Nam Joong Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul03080, Korea
| | - Myoung-Don Oh
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul03080, Korea
| | - Manki Song
- International Vaccine Institute, Seoul08826, Korea
| | - Sunghoon Kwon
- Interdisciplinary Program in Bioengineering, Seoul National University, Seoul08826, Korea
- Bio-MAX Institute, Seoul National University, Seoul08826, Korea
- Department of Electrical and Computer Engineering, Seoul National University, Seoul08826, Korea
- QuantaMatrix Inc., Seoul08506, Korea
- Biomedical Research Institute, Seoul National University Hospital, Seoul03080, Korea
| | - Francisco Veas
- Copernicus Integrated Solutions for Biosafety Risks (CISBR), Mauguio34130, France
- ApoH-Technologies, 94 Allée des Fauvettes, La Grande Motte34280, France
- UMR5151/French Research Institute for Development (IRD), University of Montpellier (UM), Montpellier 34093, France
| | - Wan Beom Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul03080, Korea
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40
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Development of an optimized colorimetric RT-LAMP for SARS-CoV-2 assay with enhanced procedure controls for remote diagnostics. Sci Rep 2022; 12:21424. [PMID: 36503901 PMCID: PMC9741705 DOI: 10.1038/s41598-022-25872-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022] Open
Abstract
The coronavirus pandemic accentuated the need for molecular diagnostic tests. A technique highly used to this end is the Polymerase Chain Reaction (PCR)-a sensitive and specific technique commonly used as the gold standard for molecular diagnostics. However, it demands highly trained personnel and high-maintenance equipment and is relatively time-consuming. An alternative is the Loop-Mediated Isothermal Amplification (LAMP) technique, which doesn't need sample purification or expensive equipment, and is similar to PCR when compared in sensitivity and specificity. In this paper, we developed an optimized colorimetric Reverse Transcriptase Loop-Mediated Isothermal Amplification (RT-LAMP) Point-of-Care test using a portable device to diagnose COVID-19. Variables such as concentration of primers, magnesium sulfate, betaine, hydrochloride guanidine, Bst, and temperature of the reactions were tested. We also created a pipetting quality control system-using a combination of dyes-to avoid false negatives due to a lack of samples added to the reaction test tube. Mineral oil was incorporated in the composition of the RT-LAMP reactions to avoid evaporation when a heating lid isn't available. The final RT-LAMP test is tenfold more sensitive when compared to the WarmStart Colorimetric Master mix from New England Biolabs with a sensitivity of 5 copies per μL.
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41
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Meller S, Al Khatri MSA, Alhammadi HK, Álvarez G, Alvergnat G, Alves LC, Callewaert C, Caraguel CGB, Carancci P, Chaber AL, Charalambous M, Desquilbet L, Ebbers H, Ebbers J, Grandjean D, Guest C, Guyot H, Hielm-Björkman A, Hopkins A, Kreienbrock L, Logan JG, Lorenzo H, Maia RDCC, Mancilla-Tapia JM, Mardones FO, Mutesa L, Nsanzimana S, Otto CM, Salgado-Caxito M, de los Santos F, da Silva JES, Schalke E, Schoneberg C, Soares AF, Twele F, Vidal-Martínez VM, Zapata A, Zimin-Veselkoff N, Volk HA. Expert considerations and consensus for using dogs to detect human SARS-CoV-2-infections. Front Med (Lausanne) 2022; 9:1015620. [PMID: 36569156 PMCID: PMC9773891 DOI: 10.3389/fmed.2022.1015620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 11/17/2022] [Indexed: 12/13/2022] Open
Affiliation(s)
- Sebastian Meller
- Department of Small Animal Medicine & Surgery, University of Veterinary Medicine Hannover, Hanover, Germany
| | | | - Hamad Khatir Alhammadi
- International Operations Department, Ministry of Interior of the United Arab Emirates, Abu Dhabi, United Arab Emirates
| | - Guadalupe Álvarez
- Faculty of Veterinary Science, University of Buenos Aires, Buenos Aires, Argentina
| | - Guillaume Alvergnat
- International Operations Department, Ministry of Interior of the United Arab Emirates, Abu Dhabi, United Arab Emirates
| | - Lêucio Câmara Alves
- Department of Veterinary Medicine, Federal Rural University of Pernambuco, Recife, Brazil
| | - Chris Callewaert
- Center for Microbial Ecology and Technology, Department of Biotechnology, Ghent University, Ghent, Belgium
| | - Charles G. B. Caraguel
- School of Animal and Veterinary Sciences, The University of Adelaide, Roseworthy, SA, Australia
| | - Paula Carancci
- Faculty of Veterinary Science, University of Buenos Aires, Buenos Aires, Argentina
| | - Anne-Lise Chaber
- School of Animal and Veterinary Sciences, The University of Adelaide, Roseworthy, SA, Australia
| | - Marios Charalambous
- Department of Small Animal Medicine & Surgery, University of Veterinary Medicine Hannover, Hanover, Germany
| | - Loïc Desquilbet
- École Nationale Vétérinaire d’Alfort, IMRB, Université Paris Est, Maisons-Alfort, France
| | | | | | - Dominique Grandjean
- École Nationale Vétérinaire d’Alfort, Université Paris-Est, Maisons-Alfort, France
| | - Claire Guest
- Medical Detection Dogs, Milton Keynes, United Kingdom
| | - Hugues Guyot
- Clinical Department of Production Animals, Fundamental and Applied Research for Animals & Health Research Unit, Faculty of Veterinary Medicine, University of Liège, Liège, Belgium
| | - Anna Hielm-Björkman
- Department of Equine and Small Animal Medicine, University of Helsinki, Helsinki, Finland
| | - Amy Hopkins
- Medical Detection Dogs, Milton Keynes, United Kingdom
| | - Lothar Kreienbrock
- Department of Biometry, Epidemiology and Information Processing, University of Veterinary Medicine Hannover, Hanover, Germany
| | - James G. Logan
- Department of Disease Control, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Arctech Innovation, The Cube, Dagenham, United Kingdom
| | - Hector Lorenzo
- Faculty of Veterinary Science, University of Buenos Aires, Buenos Aires, Argentina
| | | | | | - Fernando O. Mardones
- Escuela de Medicina Veterinaria, Facultad de Agronomía e Ingeniería Forestal and Facultad de Ciencias Biológicas y Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Leon Mutesa
- Center for Human Genetics, College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda
- Rwanda National Joint Task Force COVID-19, Kigali, Rwanda
| | | | - Cynthia M. Otto
- Penn Vet Working Dog Center, Department of Clinical Sciences and Advanced Medicine, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Marília Salgado-Caxito
- Escuela de Medicina Veterinaria, Facultad de Agronomía e Ingeniería Forestal and Facultad de Ciencias Biológicas y Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | | | | | - Esther Schalke
- Bundeswehr Medical Service Headquarters, Koblenz, Germany
| | - Clara Schoneberg
- Department of Biometry, Epidemiology and Information Processing, University of Veterinary Medicine Hannover, Hanover, Germany
| | - Anísio Francisco Soares
- Department of Animal Morphology and Physiology, Federal Rural University of Pernambuco, Recife, Brazil
| | - Friederike Twele
- Department of Small Animal Medicine & Surgery, University of Veterinary Medicine Hannover, Hanover, Germany
| | - Victor Manuel Vidal-Martínez
- Laboratorio de Parasitología y Patología Acuática, Departamento de Recursos del Mar, Centro de Investigación y de Estudios Avanzados del IPN Unidad Mérida, Mérida, Yucatán, Mexico
| | - Ariel Zapata
- Faculty of Veterinary Science, University of Buenos Aires, Buenos Aires, Argentina
| | - Natalia Zimin-Veselkoff
- Escuela de Medicina Veterinaria, Facultad de Agronomía e Ingeniería Forestal and Facultad de Ciencias Biológicas y Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Holger A. Volk
- Department of Small Animal Medicine & Surgery, University of Veterinary Medicine Hannover, Hanover, Germany
- Center for Systems Neuroscience Hannover, Hanover, Germany
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Tan SH, Allicock OM, Katamba A, Carrington CVF, Wyllie AL, Armstrong-Hough M. Saliva-based methods for SARS-CoV-2 testing in low- and middle-income countries. Bull World Health Organ 2022; 100:808-814. [PMID: 36466209 PMCID: PMC9706358 DOI: 10.2471/blt.22.288526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 08/04/2022] [Accepted: 08/26/2022] [Indexed: 12/05/2022] Open
Abstract
As the coronavirus disease 2019 (COVID-19) continues to disproportionately affect low- and middle-income countries, the need for simple, accessible and frequent diagnostic testing grows. In lower-resource settings, case detection is often limited by a lack of available testing for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). To address global inequities in testing, alternative sample types could be used to increase access to testing by reducing the associated costs. Saliva is a sensitive, minimally invasive and inexpensive diagnostic sample for SARS-CoV-2 detection that is appropriate for asymptomatic surveillance, symptomatic testing and at-home collection. Saliva testing can lessen two major challenges faced by lower- and middle-income countries: constrained resources and overburdened health workers. Saliva sampling enables convenient self-collection and requires fewer resources than swab-based methods. However, saliva testing for SARS-CoV-2 diagnostics has not been implemented on a large scale in low- and middle-income countries. While numerous studies based in these settings have demonstrated the usefulness of saliva sampling, there has been insufficient attention on optimizing its implementation in practice. We argue that implementation science research is needed to bridge this gap between evidence and practice. Low- and middle-income countries face many barriers as they continue their efforts to provide mass COVID-19 testing in the face of substantial inequities in global access to vaccines. Laboratories should look to replicate successful approaches for sensitive detection of SARS-CoV-2 in saliva, while governments should act to facilitate mass testing by lifting restrictions that limit implementation of saliva-based methods.
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Affiliation(s)
- Steph H Tan
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, 60 College St, New Haven, CT06510, United States of America (USA)
| | - Orchid M Allicock
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, 60 College St, New Haven, CT06510, United States of America (USA)
| | - Achilles Katamba
- Uganda TB Implementation Research Consortium, Makerere University, Kampala, Uganda
| | - Christine V F Carrington
- Department of Preclinical Sciences, University of the West Indies, St. Augustine, Trinidad and Tobago
| | - Anne L Wyllie
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, 60 College St, New Haven, CT06510, United States of America (USA)
| | - Mari Armstrong-Hough
- Departments of Social & Behavioral Science and Epidemiology, New York University School of Global Public Health, New York, USA
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Salvo M, Azambuya J, Baccardatz N, Moriondo A, Blanco R, Martinez M, Direnna M, Bertolini G, Gamazo P, Colina R, Alvareda E, Victoria M. One-Year Surveillance of SARS-CoV-2 and Rotavirus in Water Matrices from a Hot Spring Area. FOOD AND ENVIRONMENTAL VIROLOGY 2022; 14:401-409. [PMID: 36181654 PMCID: PMC9525940 DOI: 10.1007/s12560-022-09537-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 09/18/2022] [Indexed: 06/16/2023]
Abstract
The pandemic of Coronavirus Disease 2019 (COVID-19) caused by the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is still impacting not only on human health but also all economic activities, especially in those related to tourism. In this study, in order to characterize the presence of SARS-CoV-2 in a hot spring park in Uruguay, swimming pools water, wastewater, and surface water from this area were analyzed by quantitative PCR. Wastewater from Salto city located next to the hydrothermal spring area was also evaluated as well as the presence of Rotavirus (RV). Overall, SARS-CoV-2 was detected in 13% (13/102) of the analyzed samples. Moreover, this virus was not detected in any of the samples from the swimming pools water and was present in 18% (3/17) of wastewater samples from the hotels area showing the same trend between the titer of SARS-CoV-2 and the number of infected people in Salto city. SARS-CoV-2 was also detected in wastewater samples (32% (11/34)) from Salto city, detecting the first positive sample when 105 persons were positive for SARS-CoV-2. Rotavirus was detected only in 10% (2/24) of the wastewater samples analyzed in months when partial lockdown measures were taken, however, this virus was detected in nearly all wastewater samples analyzed when social distancing measures and partial lockdown were relaxed. Wastewater results confirmed the advantages of using the detection and quantification of viruses in this matrix in order to evaluate the presence of these viruses in the population, highlighting the usefulness of this approach to define and apply social distancing. This study suggests that waters from swimming pools are not a source of infection for SARS-CoV-2, although more studies are needed including infectivity assays in order to confirm this statement.
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Affiliation(s)
- M Salvo
- Water Department, Centro Universitario Regional Litoral Norte, Universidad de La República, Rivera 1350, 50000, Salto, CP, Uruguay
| | - J Azambuya
- Administración de Las Obras Sanitarias del Estado, Salto, Uruguay
| | - N Baccardatz
- Administración de Las Obras Sanitarias del Estado, Salto, Uruguay
| | - A Moriondo
- Ministry of Public Health, Salto, Uruguay
| | - R Blanco
- Ministry of Public Health, Salto, Uruguay
| | | | - M Direnna
- Intendencia de Salto, Salto, Uruguay
| | | | - P Gamazo
- Water Department, Centro Universitario Regional Litoral Norte, Universidad de La República, Rivera 1350, 50000, Salto, CP, Uruguay
| | - R Colina
- Laboratory of Molecular Virology, Centro Universitario Regional Litoral Norte, Universidad de la República, Rivera 1350, 50000, Salto, CP, Uruguay
| | - E Alvareda
- Water Department, Centro Universitario Regional Litoral Norte, Universidad de La República, Rivera 1350, 50000, Salto, CP, Uruguay.
| | - M Victoria
- Laboratory of Molecular Virology, Centro Universitario Regional Litoral Norte, Universidad de la República, Rivera 1350, 50000, Salto, CP, Uruguay.
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Wedel J, Steinmann P, Štrakl M, Hriberšek M, Cui Y, Ravnik J. Anatomy matters: The role of the subject-specific respiratory tract on aerosol deposition - A CFD study. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 2022; 401:115372. [PMID: 35919629 PMCID: PMC9333481 DOI: 10.1016/j.cma.2022.115372] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The COVID-19 pandemic is one of the greatest challenges to humanity nowadays. COVID-19 virus can replicate in the host's larynx region, which is in contrast to other viruses that replicate in lungs only, i.e. SARS. This is conjectured to support a fast spread of COVID-19. However, there is sparse research in this field about quantitative comparison of virus load in the larynx for varying susceptible individuals. In this regard the lung geometry itself could influence the risk of reproducing more pathogens and consequently exhaling more virus. Disadvantageously, there are only sparse lung geometries available. To still be able to investigate realistic geometrical deviations we employ three different digital replicas of human airways up to the 7 th level of bifurcation, representing two realistic lungs (male and female) as well as a more simplified experimental model. Our aim is to investigate the influence of breathing scenarios on aerosol deposition in anatomically different, realistic human airways. In this context, we employ three levels of cardiovascular activity as well as reported experimental particle size distributions by means of Computational Fluid Dynamics (CFD) with special focus on the larynx region to enable new insights into the local virus loads in human respiratory tracts. In addition, the influence of more realistic boundary conditions is investigated by performing transient simulations of a complete respiratory cycle in the upper lung regions of the considered respiratory models, focusing in particular on deposition in the oral cavity, the laryngeal region, and trachea, while simplifying the tracheobronchial tree. The aerosol deposition is modeled via OpenFOAM\protect \relax \special {t4ht=®} by employing an Euler-Lagrangian frame including steady and unsteady Reynolds Averaged Navier-Stokes (RANS) resolved turbulent flow using the k- ω -SST and k- ω -SST DES turbulence models. We observed that the respiratory geometry altered the local deposition patterns, especially in the laryngeal region. Despite the larynx region, the effects of varying flow rate for the airway geometries considered were found to be similar in the majority of respiratory tract regions. For all particle size distributions considered, localized particle accumulation occurred in the larynx of all considered lung models, which were more pronounced for larger particle size distributions. Moreover, it was found, that employing transient simulations instead of steady-state analysis, the overall particle deposition pattern is maintained, however with a stronger intensity in the transient cases.
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Affiliation(s)
- Jana Wedel
- Institute of Applied Mechanics, Universität Erlangen-Nürnberg, Germany
| | - Paul Steinmann
- Institute of Applied Mechanics, Universität Erlangen-Nürnberg, Germany
- Glasgow Computational Engineering Center, University of Glasgow, United Kingdom
| | - Mitja Štrakl
- Faculty of Mechanical Engineering, University of Maribor, Slovenia
| | - Matjaž Hriberšek
- Faculty of Mechanical Engineering, University of Maribor, Slovenia
| | - Yan Cui
- Huazhong University of Science and Technology, Wuhan, China
| | - Jure Ravnik
- Faculty of Mechanical Engineering, University of Maribor, Slovenia
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Validación clínica de la prueba RT-LAMP para el diagnóstico rápido del SARS-CoV-2. BIOMÉDICA 2022; 42:59-72. [PMID: 36322546 PMCID: PMC9683688 DOI: 10.7705/biomedica.6523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Indexed: 11/06/2022]
Abstract
Introducción. Desde el primer reporte en la provincia de Wuhan (China) en el año 2019, el SARS-CoV-2 se ha diseminado por todo el mundo, provocando un enorme impacto en la salud pública. Para su diagnóstico, la Organización Mundial de la Salud ha incentivado el desarrollo de pruebas rápidas, de simple ejecución, sensibles y específicas, que complementan la RT-qPCR como prueba de referencia. La prueba RT-LAMP ha mostrado ser una excelente alternativa para la detección del SARS-CoV-2 en diferentes biofluidos.Objetivo. Validar la técnica RT-LAMP colorimétrica en muestras de hisopado nasofaríngeo previamente confirmadas por RT-qPCR, usando el protocolo Charité, Berlín, Alemania.Materiales y métodos. Un total de 153 muestras de hisopado nasofaríngeo de individuos con sospecha de COVID-19 se sometieron a RT-qPCR y RT-LAMP, usando un estuche comercial colorimétrico (NEB, Germany). La RT-LAMP se practicó con las muestras de ARN extraídas del hisopado nasofaríngeo y con muestras crudas sin previa extracción de ARN. El resultado fue evaluado por un simple cambio de color en la reacción.Resultados. La sensibilidad y especificidad de la técnica RT-LAMP para detectar el gen N del SARS-CoV-2 mediante un set de cebadores previamente reportados (set de Broughton), arrojó valores de 0,97 (0,85-1,00) y 0,81 (0,65-0,92), respectivamente, con un intervalo de confianza del 95%. Otro set de cebadores dirigidos contra otra región del mismo gen (set de Lalli) arrojó valores de sensibilidad y especificidad de 0,96 (0,78-1,00) y 0,77 (0,55-0,92), respectivamente. Sin previa extracción de ARN, se encontró que la sensibilidad fue del 0,95 (0,74-1,00) y la especificidad del 0,88 (0,64-0,99).Conclusiones. Estos resultados evidencian que la técnica RT-LAMP podría considerarse una prueba diagnóstica rápida, de fácil ejecución, libre de equipos sofisticados, sensible y específica, para el diagnóstico del SARS-CoV-2 en muestras de hisopados nasofaríngeos.
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Performance Analysis of Self-Collected Nasal and Oral Swabs for Detection of SARS-CoV-2. Diagnostics (Basel) 2022; 12:diagnostics12102279. [PMID: 36291968 PMCID: PMC9600397 DOI: 10.3390/diagnostics12102279] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 09/19/2022] [Accepted: 09/19/2022] [Indexed: 11/17/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the third highly pathogenic human coronavirus and is rapidly transmitted by infected individuals regardless of their symptoms. During the COVID-19 pandemic, owing to the dearth of skilled healthcare workers (HCWs) to collect samples for early diagnosis, self-collection emerged as a viable alternative. To evaluate the reliability of self-collection, we compared the virus detection rate using 3990 self-collected swabs and HCW-collected swabs, procured from the same individuals and collected immediately after the self-collection. The results of multiplex reverse-transcription quantitative polymerase chain reaction revealed that the viral load in the HCW-collected swabs was marginally (18.4–28.8 times) higher than that in self-collected swabs. Self-collection showed no significant difference in sensitivity and specificity from HCW-collection (κ = 0.87, McNemar’s test; p = 0.19), indicating a comparable performance. These findings suggest that self-collected swabs are acceptable substitutes for HCW-collected swabs, and that their use improved the specimen screening efficiency and reduced the risk of SARS-CoV-2 infection among HCWs during and after the COVID-19 pandemic.
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Nomoto H, Yamamoto K, Isaka E, Miyazato Y, Suzuki T, Maruki T, Yamada G, Kamegai K, Akiyama Y, Ide S, Kurokawa M, Moriya A, Mezaki K, Yagi S, Nojima H, Yamakawa K, Ohmagari N. Potential usage of anterior nasal sampling in clinical practice with three rapid antigen tests for SARS-CoV-2. J Infect Chemother 2022; 29:15-19. [PMID: 36089257 PMCID: PMC9454154 DOI: 10.1016/j.jiac.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 07/31/2022] [Accepted: 09/03/2022] [Indexed: 11/09/2022]
Abstract
Introduction Anterior nasal sampling (AN) might be more convenient for patients than NP sampling to diagnose coronavirus disease. This study investigated the feasibility of rapid antigen tests for AN sampling, and the factors affecting the test accuracy. Methods This single-center prospective study evaluated one qualitative (ESP) and two quantitative (LUMI and LUMI-P) rapid antigen tests using AN and NP swabs. Symptomatic patients aged 20 years or older, who were considered eligible for reverse-transcription quantitative polymerase chain reaction using NP samples within 9 days of onset were recruited. Sensitivity, specificity, and positive and negative concordance rates between AN and NP samples were assessed for the rapid antigen tests. We investigated the characteristics that affected the concordance between AN and NP sampling results. Results A total of 128 cases were recruited, including 28 positive samples and 96 negative samples. The sensitivity and specificity of AN samples using ESP were 0.81 and 1.00, while those of NP samples were 0.94 and 1.00. The sensitivity of AN and NP samples was 0.91 and 0.97, respectively, and specificity was 1.00, for both LUMI and LUMI-P. The positive concordance rates of AN to NP sampling were 0.87, 0.94, and 0.85 for ESP, LUMI, and LUMI-P, respectively. No factor had a significant effect on the concordance between the sampling methods. Conclusions ESP, LUMI, and LUMI-P showed practical diagnostic accuracy for AN sampling compared to NP sampling. There was no significant factor affecting the concordance between AN and NP sampling for these rapid antigen tests.
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Affiliation(s)
- Hidetoshi Nomoto
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan; Emerging and Reemerging Infectious Diseases, National Center for Global Health and Medicine, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-cho, Aoba-ku, Sendai city, Miyagi, 980-8575, Japan
| | - Kei Yamamoto
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan.
| | - Erina Isaka
- Clinical Laboratory, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Yusuke Miyazato
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Tetsuya Suzuki
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan; Emerging and Reemerging Infectious Diseases, National Center for Global Health and Medicine, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-cho, Aoba-ku, Sendai city, Miyagi, 980-8575, Japan
| | - Taketomo Maruki
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Gen Yamada
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Kohei Kamegai
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Yutaro Akiyama
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Satoshi Ide
- Emerging and Reemerging Infectious Diseases, National Center for Global Health and Medicine, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-cho, Aoba-ku, Sendai city, Miyagi, 980-8575, Japan; Department of General Internal Medicine, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Masami Kurokawa
- Clinical Laboratory, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Ataru Moriya
- Clinical Laboratory, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Kazuhisa Mezaki
- Clinical Laboratory, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Shintaro Yagi
- Research and Development Division, Fujirebio Inc, 935 Ishikawa-cho, Hachioji, Tokyo, 192-0032, Japan
| | - Hisashi Nojima
- Research and Development Division, Fujirebio Inc, 935 Ishikawa-cho, Hachioji, Tokyo, 192-0032, Japan
| | - Kentaro Yamakawa
- Research and Development Division, Fujirebio Inc, 935 Ishikawa-cho, Hachioji, Tokyo, 192-0032, Japan
| | - Norio Ohmagari
- Disease Control and Prevention Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan; Emerging and Reemerging Infectious Diseases, National Center for Global Health and Medicine, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-cho, Aoba-ku, Sendai city, Miyagi, 980-8575, Japan
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Parodi C, Ottaviano E, Cocco N, Ancona S, Bianchi S, Massa V, Bartolotti R, Pezzoni B, Giuliani R, Borghi E, Ranieri R. Feasibility and acceptability of saliva-based testing for the screening of SARS-CoV-2 infection in prison. Front Public Health 2022; 10:808030. [PMID: 36033789 PMCID: PMC9410712 DOI: 10.3389/fpubh.2022.808030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 07/27/2022] [Indexed: 01/21/2023] Open
Abstract
Background Saliva molecular tests have shown a similar sensitivity and specificity compared to nasopharyngeal test for SARS-CoV-2 diagnosis in both symptomatic and asymptomatic individuals. The SARS-CoV-2 pandemic affected Lombardy prisons, generating the need for extensive contact tracing activities and for detecting asymptomatic carriers. The availability of a less invasive test in a setting that hosts a high-risk and often hard-to-reach population, suggests its possible use in prisons. Methods The study was carried out on a population of new incomers in Milan San Vittore pre-trial prison. All the new incomers were submitted to quarantine and to saliva test and nasopharyngeal swab (NPS) for SARS-CoV-2 detection at the entry and at the end of quarantine before their admission in community (Protocol 1-February 2nd to March 5th, 2021). Starting from March 8th to July 30th, 2021, the screening protocol was adjusted to avoid biases in sample collection (Protocol II), and saliva testing was performed at entrance. Results 12/1,120 enrolled subjects were excluded from the study. Among the 1,080 processed samples, 1 tested positive, 5 weakly positive, 1,069 negative, 3 were invalid, and 2 samples tested positive for the viral gene N2 only, with Ct value above 38. During Protocol I, 6/156 coupled saliva/NPS tests were discordant due to food ingestion prior saliva collection, prompting us to establishing Protocol II. Conclusions Saliva molecular testing is feasible in prison setting, being less invasive and easier to use, and reliable. Acceptability was very high even in a complex context as that of newly incarcerated persons.
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Affiliation(s)
- Chiara Parodi
- Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
| | | | - Nicola Cocco
- Infectious Diseases Service, Penitentiary Health System, ASST-Santi Paolo e Carlo, Milan, Italy,*Correspondence: Nicola Cocco
| | - Silvia Ancona
- Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
| | - Silvia Bianchi
- Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
| | - Valentina Massa
- Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
| | - Raffaella Bartolotti
- San Vittore Health Unit, Penitentiary Health System, ASST-Santi Paolo e Carlo, Milan, Italy
| | - Barbara Pezzoni
- San Vittore Health Unit, Penitentiary Health System, ASST-Santi Paolo e Carlo, Milan, Italy
| | - Ruggero Giuliani
- Infectious Diseases Service, Penitentiary Health System, ASST-Santi Paolo e Carlo, Milan, Italy,San Vittore Health Unit, Penitentiary Health System, ASST-Santi Paolo e Carlo, Milan, Italy
| | - Elisa Borghi
- Department of Health Sciences, Università degli Studi di Milano, Milan, Italy
| | - Roberto Ranieri
- Infectious Diseases Service, Penitentiary Health System, ASST-Santi Paolo e Carlo, Milan, Italy
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Sheikh‐Mohamed S, Sanders EC, Gommerman JL, Tal MC. Guardians of the oral and nasopharyngeal galaxy: IgA and protection against SARS-CoV-2 infection. Immunol Rev 2022; 309:75-85. [PMID: 35815463 PMCID: PMC9349649 DOI: 10.1111/imr.13118] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
In early 2020, a global emergency was upon us in the form of the coronavirus disease 2019 (COVID-19) pandemic. While horrific in its health, social and economic devastation, one silver lining to this crisis has been a rapid mobilization of cross-institute, and even cross-country teams that shared common goals of learning as much as we could as quickly as possible about the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and how the immune system would respond to both the virus and COVID-19 vaccines. Many of these teams were formed by women who quickly realized that the classical model of "publish first at all costs" was maladaptive for the circumstances and needed to be supplanted by a more collaborative solution-focused approach. This review is an example of a collaboration that unfolded in separate countries, first Canada and the United States, and then also Israel. Not only did the collaboration allow us to cross-validate our results using different hands/techniques/samples, but it also took advantage of different vaccine types and schedules that were rolled out in our respective home countries. The result of this collaboration was a new understanding of how mucosal immunity to SARS-CoV-2 infection vs COVID-19 vaccination can be measured using saliva as a biofluid, what types of vaccines are best able to induce (limited) mucosal immunity, and what are potential correlates of protection against breakthrough infection. In this review, we will share what we have learned about the mucosal immune response to SARS-CoV-2 and to COVID-19 vaccines and provide a perspective on what may be required for next-generation pan-sarbecoronavirus vaccine approaches.
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Affiliation(s)
| | - Erin C. Sanders
- Department of Biological EngineeringMassachusetts Institute of TechnologyCambridgeMassachusettsUSA
| | | | - Michal Caspi Tal
- Department of Biological EngineeringMassachusetts Institute of TechnologyCambridgeMassachusettsUSA
- Institute for Stem Cell Biology and Regenerative Medicine and the Ludwig Cancer CenterStanford University School of MedicineStanfordCaliforniaUSA
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Hakki S, Zhou J, Jonnerby J, Singanayagam A, Barnett JL, Madon KJ, Koycheva A, Kelly C, Houston H, Nevin S, Fenn J, Kundu R, Crone MA, Pillay TD, Ahmad S, Derqui-Fernandez N, Conibear E, Freemont PS, Taylor GP, Ferguson N, Zambon M, Barclay WS, Dunning J, Lalvani A, Badhan A, Varro R, Luca C, Quinn V, Cutajar J, Nichols N, Russell J, Grey H, Ketkar A, Miserocchi G, Tejpal C, Catchpole H, Nixon K, Di Biase B, Hopewell T, Narean JS, Samuel J, Timcang K, McDermott E, Bremang S, Hammett S, Evetts S, Kondratiuk A. Onset and window of SARS-CoV-2 infectiousness and temporal correlation with symptom onset: a prospective, longitudinal, community cohort study. THE LANCET RESPIRATORY MEDICINE 2022; 10:1061-1073. [PMID: 35988572 PMCID: PMC9388060 DOI: 10.1016/s2213-2600(22)00226-0] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 05/24/2022] [Accepted: 06/08/2022] [Indexed: 12/05/2022]
Abstract
Background Knowledge of the window of SARS-CoV-2 infectiousness is crucial in developing policies to curb transmission. Mathematical modelling based on scarce empirical evidence and key assumptions has driven isolation and testing policy, but real-world data are needed. We aimed to characterise infectiousness across the full course of infection in a real-world community setting. Methods The Assessment of Transmission and Contagiousness of COVID-19 in Contacts (ATACCC) study was a UK prospective, longitudinal, community cohort of contacts of newly diagnosed, PCR-confirmed SARS-CoV-2 index cases. Household and non-household exposed contacts aged 5 years or older were eligible for recruitment if they could provide informed consent and agree to self-swabbing of the upper respiratory tract. The primary objective was to define the window of SARS-CoV-2 infectiousness and its temporal correlation with symptom onset. We quantified viral RNA load by RT-PCR and infectious viral shedding by enumerating cultivable virus daily across the course of infection. Participants completed a daily diary to track the emergence of symptoms. Outcomes were assessed with empirical data and a phenomenological Bayesian hierarchical model. Findings Between Sept 13, 2020, and March 31, 2021, we enrolled 393 contacts from 327 households (the SARS-CoV-2 pre-alpha and alpha variant waves); and between May 24, 2021, and Oct 28, 2021, we enrolled 345 contacts from 215 households (the delta variant wave). 173 of these 738 contacts were PCR positive for more than one timepoint, 57 of which were at the start of infection and comprised the final study population. The onset and end of infectious viral shedding were captured in 42 cases and the median duration of infectiousness was 5 (IQR 3–7) days. Although 24 (63%) of 38 cases had PCR-detectable virus before symptom onset, only seven (20%) of 35 shed infectious virus presymptomatically. Symptom onset was a median of 3 days before both peak viral RNA and peak infectious viral load (viral RNA IQR 3–5 days, n=38; plaque-forming units IQR 3–6 days, n=35). Notably, 22 (65%) of 34 cases and eight (24%) of 34 cases continued to shed infectious virus 5 days and 7 days post-symptom onset, respectively (survival probabilities 67% and 35%). Correlation of lateral flow device (LFD) results with infectious viral shedding was poor during the viral growth phase (sensitivity 67% [95% CI 59–75]), but high during the decline phase (92% [86–96]). Infectious virus kinetic modelling suggested that the initial rate of viral replication determines the course of infection and infectiousness. Interpretation Less than a quarter of COVID-19 cases shed infectious virus before symptom onset; under a crude 5-day self-isolation period from symptom onset, two-thirds of cases released into the community would still be infectious, but with reduced infectious viral shedding. Our findings support a role for LFDs to safely accelerate deisolation but not for early diagnosis, unless used daily. These high-resolution, community-based data provide evidence to inform infection control guidance. Funding National Institute for Health and Care Research.
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