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Gonzalez-Ochoa AJ, Szolnoky G, Hernandez-Ibarra AG, Fareed J. Treatment with Sulodexide Downregulates Biomarkers for Endothelial Dysfunction in Convalescent COVID-19 Patients. Clin Appl Thromb Hemost 2025; 31:10760296241297647. [PMID: 39763448 PMCID: PMC11705351 DOI: 10.1177/10760296241297647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/14/2024] [Accepted: 10/21/2024] [Indexed: 01/11/2025] Open
Abstract
INTRODUCTION Persistent elevation of biomarkers associated with endothelial dysfunction in convalescent COVID-19 patients has been linked to an increased risk of long-term cardiovascular complications, including long COVID syndrome. Sulodexide, known for its vascular endothelial affinity, has demonstrated pleiotropic protective properties. This study aims to evaluate the impact of sulodexide on serum levels of endothelial dysfunction biomarkers in patients during the convalescent phase of COVID-19. METHODS We conducted a double-blind, single-center, randomized, placebo-controlled trial in Mexico, comparing sulodexide (250 LRU orally, twice daily) with placebo over 8 weeks in adult patients during early COVID-19 convalescence. Differences in serum biomarkers between the groups were analyzed using repeated measures and post hoc tests, with Thrombomodulin (TM) as the primary endpoint. RESULTS Among 206 analyzed patients (103 in each group), at week 8, the sulodexide group exhibited significantly lower mean levels of Thrombomodulin (TM) (25.2 ± 7.9 ng/mL vs 29.9 ± 14.7 ng/mL, P = .03), von Willebrand Factor (vWF) (232 ± 131 U/dL vs 266 ± 122 U/dL, P = .02) and Interleukin-6 (IL-6) (12.5 ± 13.2 pg/mL vs 16.2 ± 16.5 pg/mL, P = .03) compared to the placebo group. D-dimer and C reactive protein (CRP) in the sulodexide group were also lowered. No significant differences were observed for P-selectin, fibrinogen, VCAM-1, or ICAM-1 levels. CONCLUSIONS Patients in the convalescent phase of COVID-19 who received sulodexide for eight weeks showed a reduction in TM, vWF, D-dimer, CRP, and IL-6 serum levels compared to placebo. These findings suggest a potential protective effect of sulodexide against thromboinflammation and endothelial damage.
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Affiliation(s)
- Alejandro J Gonzalez-Ochoa
- Vascular Surgery Department, Centro Médico del Noroeste, San Luis Rio Colorado, Sonora, México
- Vascular and Endovascular Surgery department, CLINEDEM, San Luis Rio Colorado, Sonora, México
| | - Gyozo Szolnoky
- Department of Dermatology and Allergology, University of Szeged, Szeged, Hungary
| | | | - Jawed Fareed
- Hemostasis and Thrombosis Research Laboratories, Loyola University Medical Center, Maywood, Illinois, USA
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Petersson A, Holmberg J, Pattison-Granberg J, Ekblom K. Differences in SARS-CoV-2 antibodies depending on age, blood group, and sex in a Swedish blood donor cohort. Scand J Clin Lab Invest 2024; 84:230-236. [PMID: 38905129 DOI: 10.1080/00365513.2024.2361279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 05/10/2024] [Accepted: 05/25/2024] [Indexed: 06/23/2024]
Abstract
This study aimed to describe differences in prevalence and the long-term presence of nucleocapsid antibodies (N-antibodies) elicited by SARS-CoV-2 infection in a Swedish blood donor population not subjected to lockdown. We tested 20,651 blood donor samples for nucleocapsid antibodies from the beginning of March 2020 and 27 months onwards using the Roche Elecsys Anti-SARS-CoV-2 assay. The proportion of positive SARS-CoV-2 antibody samples was determined each week. After the exclusions of one-time donors and subjects with incomplete data, 19,726 samples from 4003 donors remained. Differences in antibody prevalences stratified for age, sex, and blood groups (ABO and RhD) were determined, as well as antibody loss and recovery. Lower antibody prevalence was seen for older donors, blood group AB, and RhD-negative subjects. A significant decrease in antibody titer between the first and the second antibody-positive donation was seen for the whole study group, females, older subjects, blood group O, AB, and RhD-positive subjects. The titer waned below the detection limit in 60 (3.0%) of 1983 N-antibody-positive donors, and for 18 of these donors, a second episode with antibodies was detected. We showed that N-antibodies persist for months or years and that surprisingly few antibody-positive donors lost their antibodies. We also conclude that antibody prevalence in a Swedish population never subject to lockdown did not apparently differ from populations that were subject to stricter regulations.
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Affiliation(s)
- Annika Petersson
- Clinical Chemistry and Transfusion Medicine, Växjö Central Hospital, Växjö, Sweden
| | - Jimmy Holmberg
- Clinical Chemistry and Transfusion Medicine, Växjö Central Hospital, Växjö, Sweden
| | | | - Kim Ekblom
- Department of Research and Development, Region Kronoberg, Växjö, Sweden
- Department of Medical Biosciences, Clinical Chemistry, Umeå University, Umeå, Sweden
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Carzaniga T, Casiraghi L, Nava G, Zanchetta G, Inzani T, Chiari M, Bollati V, Epis S, Bandi C, Lai A, Zehender G, Bellini T, Buscaglia M. Serum antibody fingerprinting of SARS-CoV-2 variants in infected and vaccinated subjects by label-free microarray biosensor. Front Immunol 2024; 15:1323406. [PMID: 38476234 PMCID: PMC10927789 DOI: 10.3389/fimmu.2024.1323406] [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: 10/17/2023] [Accepted: 02/06/2024] [Indexed: 03/14/2024] Open
Abstract
Both viral infection and vaccination affect the antibody repertoire of a person. Here, we demonstrate that the analysis of serum antibodies generates information not only on the virus type that caused the infection but also on the specific virus variant. We developed a rapid multiplex assay providing a fingerprint of serum antibodies against five different SARS-CoV-2 variants based on a microarray of virus antigens immobilized on the surface of a label-free reflectometric biosensor. We analyzed serum from the plasma of convalescent subjects and vaccinated volunteers and extracted individual antibody profiles of both total immunoglobulin Ig and IgA fractions. We found that Ig level profiles were strongly correlated with the specific variant of infection or vaccination and that vaccinated subjects displayed a larger quantity of total Ig and a lower fraction of IgA relative to the population of convalescent unvaccinated subjects.
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Affiliation(s)
- Thomas Carzaniga
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Luca Casiraghi
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Giovanni Nava
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Giuliano Zanchetta
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Tommaso Inzani
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Marcella Chiari
- Istituto di Scienze e Tecnologie Chimiche “Giulio Natta”, National Research Council of Italy (SCITEC-CNR), Milano, Italy
| | - Valentina Bollati
- Dipartimento di Scienze Cliniche e di Comunità, Università degli Studi di Milano, Milano, Italy
| | - Sara Epis
- Dipartimento di Bioscienze and Pediatric Clinical Research Center (CRC) ‘Fondazione Romeo ed Enrica Invernizzi’, Università degli Studi di Milano, Milano, Italy
| | - Claudio Bandi
- Dipartimento di Bioscienze and Pediatric Clinical Research Center (CRC) ‘Fondazione Romeo ed Enrica Invernizzi’, Università degli Studi di Milano, Milano, Italy
| | - Alessia Lai
- Dipartimento di Scienze Biomediche e Cliniche, Università degli Studi di Milano, Milano, Italy
| | - Gianguglielmo Zehender
- Dipartimento di Scienze Biomediche e Cliniche, Università degli Studi di Milano, Milano, Italy
| | - Tommaso Bellini
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
| | - Marco Buscaglia
- Dipartimento di Biotecnologie Mediche e Medicina Traslazionale, Università degli Studi di Milano, Milan, Italy
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Li J, Li J, Dai S, Dang L, Wang L, Cao L, Chen X, Wang Y, Ge M, Liu W, Song Q, Xu W, Ma L. Pediatric population (aged 3-11 years) received primary inactivated SARS-CoV-2 vaccination prior to infection exhibiting robust humoral immune response following infected with Omicron variant: a study conducted in Beijing. Front Immunol 2023; 14:1269665. [PMID: 37828994 PMCID: PMC10565032 DOI: 10.3389/fimmu.2023.1269665] [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: 07/30/2023] [Accepted: 09/07/2023] [Indexed: 10/14/2023] Open
Abstract
Objective Analysis of SARS-CoV-2 IgG antibody and neutralizing antibody levels following SARS-CoV-2 infection in children aged 3-11 years, comparing those who had received the inactivated SARS-CoV-2 vaccine to those who were unvaccinated prior to infection, provides evidence for public health centers in formulating vaccination strategies and control policies. Methods A study was conducted on children who visited the Children's Hospital, Capital Institute of Pediatrics from January 10, 2023 to March 31, 2023 (Beijing, China). Participants or their guardians completed a survey questionnaire providing information about their SARS-CoV-2 infection history and vaccination status. Serum samples were collected for testing of SARS-CoV-2 immunoglobulin G (IgG) and neutralizing antibodies (Nabs), which were performed using chemiluminescence immunoassay. Results The study included 1,504 children aged 3-11 years with previous SARS-CoV-2 infection history. Among the 333 unvaccinated children, the serum SARS-CoV-2 IgG antibody level was median 2.30 (IQR, 1.27-3.99). However, children received one dose (78 cases) and two doses (1093 cases) of the inactivated vaccine prior to infection showed significantly higher SARS-CoV-2 IgG antibody levels, with values of median 10.11 (IQR, 8.66-10.93) and median 10.58 (IQR, 9.79-11.07), respectively. As to the unvaccinated children, 70.3% (234/333) were negative for SARS-CoV-2 Nabs, which were less than 6.00AU/ml. The remaining 29.7% (99/333) showed relatively low levels of Nabs, ranging from 6.00 to 50.00AU/ml. In contrast, for children who had received two doses of vaccine prior to infection, an overwhelming 99.3% (1086/1093) exhibited high levels of Nas in the range of 100.00-120.00 AU/ml. Remarkably, these elevated Nab levels persisted for at least a period of 3 months post-infection in children who had received two doses of inactivated SARS-CoV-2 vaccine prior to infection, regardless of age or sex and vaccine manufacturer. Conclusion The administration of two doses of inactivated SARS-CoV-2 vaccine prior to infection has been shown to significantly enhance humoral immunity following SARS-CoV-2 infection in pediatric populations, producing adequate Nabs that persist at elevated levels for up to 3 months post-infection. For unvaccinated children who displayed weak humoral immunity following a primary natural infection, timely vaccination is recommended to bolster their immunization protection. The findings underscore the importance of vaccination in strengthening immune responses and protecting pediatric populations against SARS-CoV-2 infection.
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Affiliation(s)
- Jing Li
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Jingjing Li
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Shuzhi Dai
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Li Dang
- Department of Outpatient Treatment Center, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Lin Wang
- Department of Child Health Care, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Ling Cao
- Department of Respiratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Xiaobo Chen
- Department of Endocrinology, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Ying Wang
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Menglei Ge
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Weijie Liu
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Qinwei Song
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Wenjian Xu
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
| | - Lijuan Ma
- Department of Clinical Laboratory, Children’s Hospital, Capital Institute of Pediatrics, Beijing, China
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Díaz-Dinamarca DA, Díaz P, Barra G, Puentes R, Arata L, Grossolli J, Riveros-Rodriguez B, Ardiles L, Santelises J, Vasquez-Saez V, Escobar DF, Soto D, Canales C, Díaz J, Lamperti L, Castillo D, Urra M, Zuñiga F, Ormazabal V, Nova-Lamperti E, Benítez R, Rivera A, Cortes CP, Valenzuela MT, García-Escorza HE, Vasquez AE. Humoral immunity against SARS-CoV-2 evoked by heterologous vaccination groups using the CoronaVac (Sinovac) and BNT162b2 (Pfizer/BioNTech) vaccines in Chile. Front Public Health 2023; 11:1229045. [PMID: 37693706 PMCID: PMC10483147 DOI: 10.3389/fpubh.2023.1229045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 07/27/2023] [Indexed: 09/12/2023] Open
Abstract
Introduction Severe acute respiratory syndrome virus 2 (SARS-CoV-2) has caused over million deaths worldwide, with more than 61,000 deaths in Chile. The Chilean government has implemented a vaccination program against SARS-CoV-2, with over 17.7 million people receiving a complete vaccination scheme. The final target is 18 million individuals. The most common vaccines used in Chile are CoronaVac (Sinovac) and BNT162b2 (Pfizer-Biotech). Given the global need for vaccine boosters to combat the impact of emerging virus variants, studying the immune response to SARS-CoV-2 is crucial. In this study, we characterize the humoral immune response in inoculated volunteers from Chile who received vaccination schemes consisting of two doses of CoronaVac [CoronaVac (2x)], two doses of CoronaVac plus one dose of BNT162b2 [CoronaVac (2x) + BNT162b2 (1x)], and three doses of BNT162b2 [BNT162b2 (3x)]. Methods We recruited 469 participants from Clínica Dávila in Santiago and the Health Center Víctor Manuel Fernández in the city of Concepción, Chile. Additionally, we included participants who had recovered from COVID-19 but were not vaccinated (RCN). We analyzed antibodies, including anti-N, anti-S1-RBD, and neutralizing antibodies against SARS-CoV-2. Results We found that antibodies against the SARS-CoV-2 nucleoprotein were significantly higher in the CoronaVac (2x) and RCN groups compared to the CoronaVac (2x) + BNT162b2 (1x) or BNT162b2 (3x) groups. However, the CoronaVac (2x) + BNT162b2 (1x) and BNT162b2 (3x) groups exhibited a higher concentration of S1-RBD antibodies than the CoronaVac (2x) group and RCN group. There were no significant differences in S1-RBD antibody titers between the CoronaVac (2x) + BNT162b2 (1x) and BNT162b2 (3x) groups. Finally, the group immunized with BNT162b2 (3x) had higher levels of neutralizing antibodies compared to the RCN group, as well as the CoronaVac (2x) and CoronaVac (2x) + BNT162b2 (1x) groups. Discussion These findings suggest that vaccination induces the secretion of antibodies against SARS-CoV-2, and a booster dose of BNT162b2 is necessary to generate a protective immune response. In the current state of the pandemic, these data support the Ministry of Health of the Government of Chile's decision to promote heterologous vaccination as they indicate that a significant portion of the Chilean population has neutralizing antibodies against SARS-CoV-2.
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Affiliation(s)
- Diego A. Díaz-Dinamarca
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Pablo Díaz
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Gisselle Barra
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Rodrigo Puentes
- Sección gestión de la información, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Loredana Arata
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Jonnathan Grossolli
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Boris Riveros-Rodriguez
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Luis Ardiles
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Julio Santelises
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
- Tecnología Medica, Facultad de Medicina, Clínica Alemana-Universidad del Desarrollo, Universidad del Desarrollo, Santiago, Chile
| | - Valeria Vasquez-Saez
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Daniel F. Escobar
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Daniel Soto
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Cecilia Canales
- Sección gestión de la información, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Janepsy Díaz
- Sección gestión de la información, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
| | - Liliana Lamperti
- Departamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción, Chile
| | - Daniela Castillo
- Departamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción, Chile
| | - Mychel Urra
- Departamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción, Chile
| | - Felipe Zuñiga
- Departamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción, Chile
| | - Valeska Ormazabal
- Departamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción, Chile
| | - Estefanía Nova-Lamperti
- Departamento de Bioquímica Clínica e Inmunología, Facultad de Farmacia, Universidad de Concepción, Concepción, Chile
| | - Rosana Benítez
- Unidad de investigación Clínica, Clínica Dávila, Santiago, Chile
| | - Alejandra Rivera
- Unidad de investigación Clínica, Clínica Dávila, Santiago, Chile
| | - Claudia P. Cortes
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
- Facultad de Medicina, Universidad de Chile, Santiago, Chile
- Clínica Santa María, Santiago, Chile
| | | | | | - Abel E. Vasquez
- Sección de Biotecnología, Departamento Agencia Nacional de Dispositivos Médicos, Innovación y Desarrollo, Instituto de Salud Pública de Chile, Santiago, Chile
- Tecnología Medica, Facultad de Medicina, Clínica Alemana-Universidad del Desarrollo, Universidad del Desarrollo, Santiago, Chile
- Departamento de Investigación, Postgrado y Educación Continua (DIPEC), Facultad de Ciencias de la Salud, Universidad del Alba, Santiago, Chile
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Alfadda AA, Siddiqui K, Rafiullah M, AlKhowaiter M, Alotaibi N, Alzahrani M, Binkhamis K, Youssef AM, Altalhi H, Almaghlouth I, Alarifi M, Albanyan S, Alosaimi MF, Isnani A, Nawaz SS, Alayed K. Early Cytokine Signatures of Hospitalized Mild and Severe COVID-19 Patients: A Prospective Observational Study. J Inflamm Res 2023; 16:2631-2643. [PMID: 37377977 PMCID: PMC10292607 DOI: 10.2147/jir.s408663] [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: 03/09/2023] [Accepted: 05/18/2023] [Indexed: 06/29/2023] Open
Abstract
Background The severe manifestation of coronavirus disease 2019 (COVID-19) is known to be mediated by several cytokines and chemokines. The study aimed to compare the early cytokine profile of mild and severe COVID-19 patients to that with COVID-19-like symptoms and tested negative for Severe Acute Respiratory Syndrome Coronavirus-2 in the Reverse-Transcriptase Polymerase Chain Reaction (RT-PCR) test. Methods This was a prospective, observational study on COVID-19 patients admitted to King Khalid University Hospital, King Saud University Medical City from June to November 2020. Clinical and biochemical data were collected from hospital charts. Blood samples were collected at the time of hospital admission to measure cytokines. A Cytokine and Growth Factor High-Sensitivity Array was used to quantitatively measure cytokines. Results The study included 202 RT-PCR-positive individuals and 61 RT-PCR-negative individuals. C-Reactive protein (CRP) and Interleukin-10 (IL-10) levels were found significantly elevated in the RT-PCR positive group compared to the RT-PCR negative group (p=0.001). Patients with severe COVID-19 had significantly longer median hospital stays than those with mild COVID-19 cases (7 vs 6 days). They also had higher CRP and Vascular Endothelial Growth Factor (VEGF) levels and lower Interleukin-4 (IL-4) levels compared to the mild cases. CRP, interleukin-6, IL-10, VEGF, and Monocyte Chemoattractant Protein-1 (MCP-1) levels were significantly elevated in men and IL-10 was significantly higher and interleukin-8 was significantly lower in women compared to negative controls. Elevated Interferon-ɣ (IFN-γ) and IL-10 levels were seen in mild COVID-19 cases and elevated level of MCP-1 was seen in severe COVID-19 cases when categorized according to the length of stay in the hospital. Conclusion CRP and IL-10 levels were elevated in the RT-PCR positive group. People with severe COVID-19 had higher CRP and VEGF levels and lower IL-4 levels. Elevated IFN-γ and IL-10 levels were seen in mild COVID-19 cases and elevated level of MCP-1 was seen in severe COVID-19 cases when categorized according to the length of stay in the hospital.
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Affiliation(s)
- Assim A Alfadda
- Department of Internal Medicine, College of Medicine, and King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Obesity Research Center, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Khalid Siddiqui
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Mohamed Rafiullah
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Mohammad AlKhowaiter
- Department of Internal Medicine, College of Medicine, and King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Naif Alotaibi
- Department of Medicine, College of Medicine, and King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Musa Alzahrani
- Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Khalifa Binkhamis
- Department of Pathology, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Amira M Youssef
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Haifa Altalhi
- Infection Control Department, King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Ibrahim Almaghlouth
- Rheumatology Unit, Department of Internal Medicine, King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Mohammed Alarifi
- Intensive Care Department, King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Saleh Albanyan
- Department of Internal Medicine, College of Medicine, and King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Mohammed F Alosaimi
- Pediatric Department, King Khalid University Hospital, King Saud University Medical City, King Saud University, Riyadh, Saudi Arabia
| | - Arthur Isnani
- Obesity Research Center, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Shaik S Nawaz
- Strategic Center for Diabetes Research, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Khalid Alayed
- Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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7
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Cohen JA, Stuart RM, Panovska-Griffiths J, Mudimu E, Abeysuriya RG, Kerr CC, Famulare M, Klein DJ. The changing health impact of vaccines in the COVID-19 pandemic: A modeling study. Cell Rep 2023; 42:112308. [PMID: 36976678 PMCID: PMC10015104 DOI: 10.1016/j.celrep.2023.112308] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 09/22/2022] [Accepted: 03/09/2023] [Indexed: 03/17/2023] Open
Abstract
Much of the world's population had already been infected with COVID-19 by the time the Omicron variant emerged at the end of 2021, but the scale of the Omicron wave was larger than any that had come before or has happened since, and it left a global imprinting of immunity that changed the COVID-19 landscape. In this study, we simulate a South African population and demonstrate how population-level vaccine effectiveness and efficiency changed over the course of the first 2 years of the pandemic. We then introduce three hypothetical variants and evaluate the impact of vaccines with different properties. We find that variant-chasing vaccines have a narrow window of dominating pre-existing vaccines but that a variant-chasing vaccine strategy may have global utility, depending on the rate of spread from setting to setting. Next-generation vaccines might be able to overcome uncertainty in pace and degree of viral evolution.
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Affiliation(s)
- Jamie A Cohen
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA, USA.
| | - Robyn M Stuart
- Gender Equality Division (contractor), Bill Melinda Gates Foundation, Seattle, WA, USA
| | - Jasmina Panovska-Griffiths
- The Big Data Institute and the Pandemic Sciences Institute, University of Oxford, Oxford, UK; The Queen's College, University of Oxford, Oxford, UK
| | | | | | - Cliff C Kerr
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA, USA
| | - Michael Famulare
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA, USA
| | - Daniel J Klein
- Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA, USA
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8
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Pernet O, Balog S, Kawaguchi ES, Lam CN, Anthony P, Simon P, Kotha R, Sood N, Hu H, Kovacs A. Quantification of Severe Acute Respiratory Syndrome Coronavirus 2 Binding Antibody Levels To Assess Infection and Vaccine-Induced Immunity Using WHO Standards. Microbiol Spectr 2023; 11:e0370922. [PMID: 36688648 PMCID: PMC9927585 DOI: 10.1128/spectrum.03709-22] [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: 09/12/2022] [Accepted: 12/19/2022] [Indexed: 01/24/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) binding antibody (Ab) levels following vaccination or natural infection could be used as a surrogate for immune protection if results of serological assays were standardized to yield quantitative results using an international standard. Using a bead-based serological assay (Luminex xMAP), anti-receptor binding domain (anti-RBD) Ab levels were determined for 1,450 participants enrolled in the Los Angeles Pandemic Surveillance Cohort (LAPSC) study. For 123 participants, SARS-CoV-2 binding antibody unit (BAU) levels were also quantified using WHO standards and then compared to the semiquantitative results. Samples were chosen to represent the range of results and time from vaccination. Antibody levels and decay rates were then compared using unadjusted and adjusted linear regression models. The linear range of the assay used in this study was determined to be 300 to 5,000 mean fluorescence intensity units (MFI). Among the fully vaccinated groups (vaccinated only and vaccinated with past infection), 84.8% had anti-RBD MFI values above the linear range of >5,000 MFI, and 33.8% had values of >15,000 MFI. Among vaccinated participants with past infection (hybrid immunity), 97% had anti-RBD values of >5,000 MFI and 70% (120/171) had anti-RBD values of >15,000 MFI. In the subgroup quantified using the WHO control, BAU levels were significantly higher than the semiquantitative MFI results. In vaccinated participants, Ab decay levels were similar between infected and noninfected groups (P = 0.337). These results demonstrate that accurate quantitation is possible if standardized with an international standard. BAU can then be compared over time or between subjects and would be useful in clinical decision making. IMPORTANCE Accurate quantification of SARS-CoV-2-specific antibodies can be achieved using a universal standard with sample dilution within the linear range. With hybrid immunity being now common, it is critical to use protocols adapted to high Ab levels to standardize serological results. We validated this approach with the Los Angeles Pandemic Surveillance Cohort by comparing the antibody decay rates in vaccinated participants and vaccinated infected participants.
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Affiliation(s)
- Olivier Pernet
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Steven Balog
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Eric S. Kawaguchi
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Chun Nok Lam
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Patricia Anthony
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Paul Simon
- Los Angeles County Department of Public Health, Los Angeles, California, USA
| | - Rani Kotha
- Schaeffer Center for Health Policy & Economics, University of Southern California, Los Angeles, California, USA
| | - Neeraj Sood
- Sol Price School of Public Policy, University of Southern California, Los Angeles, California, USA
| | - Howard Hu
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Andrea Kovacs
- Department of Pediatrics, Maternal, Child and Adolescent Center for Infectious Diseases and Virology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
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9
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Lobaina Y, Chen R, Ai P, Yang L, Alvarez-Lajonchere L, Suzarte E, Tan C, Silva R, Jiang Z, Yang K, Perera Y, Hermida L. Cross-Reactive Profile Against Two Conserved Coronavirus Antigens in Sera from SARS-CoV-2 Hybrid and Vaccinated Immune Donors. Viral Immunol 2023; 36:222-228. [PMID: 36735580 DOI: 10.1089/vim.2022.0186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Since the beginning of the pandemic, the pre-existing immunity against SARS-CoV-2 has been postulated as one possible cause of asymptomatic infections. Later, various works reported that pre-existing immune response against the two structural conserved antigens: S2 subunit and the nucleocapsid protein, were associated to some level of asymptomatic profile in infected individuals. To explore the Ab background against these two antigens, in the context of vaccine-elicited and hybrid (natural infection plus vaccination induced) immunity of SARS-CoV-2, in this work, we tested sera from inactivated vaccine-immunized donors and from vaccinated and subsequent natural infected donors upon the Omicron variant wave in Guangdong province, China. Serum samples were collected from 27 COVID-19 convalescent, 25 SARS-CoV-2 vaccinated, and 10 negative donors. The IgG cross-reactivity response against these two antigens from another relevant human coronavirus (HCoV) was also evaluated. The findings indicate that IgG response against S2 and N protein was particularly higher in sera with hybrid immunity. The cross-reactive Abs were more significant against SARS-CoV-1, while a wide cross-reactivity was detected for N antigen for one human Alpha coronavirus HCoV-229E even in the negative control samples. The presence of cross-reactive Abs against the two conserved antigens N and S2, particularly in the context of hybrid immunity, could pave the way for future boosted vaccines carrying these conserved regions.
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Affiliation(s)
- Yadira Lobaina
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,CIGB: Vaccines & Pharmaceutics Division, Biomedical Research Department, Center for Genetic Engineering and Biotechnology, Havana, Cuba
| | - Rong Chen
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,Yongzhou Zhong Gu Biotechnology Co., Ltd, Yongzhou, China
| | - Panchao Ai
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,Yongzhou Zhong Gu Biotechnology Co., Ltd, Yongzhou, China
| | - Liling Yang
- Department of Laboratory Medicine, Dongguan Ninth People's Hospital, Dongguan, China
| | - Liz Alvarez-Lajonchere
- CIGB: Vaccines & Pharmaceutics Division, Biomedical Research Department, Center for Genetic Engineering and Biotechnology, Havana, Cuba
| | - Edith Suzarte
- CIGB: Vaccines & Pharmaceutics Division, Biomedical Research Department, Center for Genetic Engineering and Biotechnology, Havana, Cuba
| | - Changyuan Tan
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,Yongzhou Zhong Gu Biotechnology Co., Ltd, Yongzhou, China
| | - Ricardo Silva
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,BCF: BioCubafarma, Representative Office in China, Beijing, China
| | - Zaixue Jiang
- Guangdong Eighth People's Hospital, Dongguan, China
| | - Ke Yang
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,Yongzhou Zhong Gu Biotechnology Co., Ltd, Yongzhou, China
| | - Yasser Perera
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,CIGB: Vaccines & Pharmaceutics Division, Biomedical Research Department, Center for Genetic Engineering and Biotechnology, Havana, Cuba
| | - Lisset Hermida
- CCBJIC: China-Cuba Biotechnology Joint Innovation Center, Yongzhou, China.,BCF: BioCubafarma, Representative Office in China, Beijing, China
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10
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Mestiri S, Merhi M, Inchakalody VP, Taib N, Smatti MK, Ahmad F, Raza A, Ali FH, Hydrose S, Fernandes Q, Ansari AW, Sahir F, Al-Zaidan L, Jalis M, Ghoul M, Allahverdi N, Al Homsi MU, Uddin S, Jeremijenko AM, Nimir M, Abu-Raddad LJ, Abid FB, Zaqout A, Alfheid SR, Saqr HMH, Omrani AS, Hssain AA, Al Maslamani M, Yassine HM, Dermime S. Persistence of spike-specific immune responses in BNT162b2-vaccinated donors and generation of rapid ex-vivo T cells expansion protocol for adoptive immunotherapy: A pilot study. Front Immunol 2023; 14:1061255. [PMID: 36817441 PMCID: PMC9933868 DOI: 10.3389/fimmu.2023.1061255] [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: 10/04/2022] [Accepted: 01/11/2023] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION The BNT162b2 mRNA-based vaccine has shown high efficacy in preventing COVID-19 infection but there are limited data on the types and persistence of the humoral and T cell responses to such a vaccine. METHODS Here, we dissect the vaccine-induced humoral and cellular responses in a cohort of six healthy recipients of two doses of this vaccine. RESULTS AND DISCUSSION Overall, there was heterogeneity in the spike-specific humoral and cellular responses among vaccinated individuals. Interestingly, we demonstrated that anti-spike antibody levels detected by a novel simple automated assay (Jess) were strongly correlated (r=0.863, P<0.0001) with neutralizing activity; thus, providing a potential surrogate for neutralizing cell-based assays. The spike-specific T cell response was measured with a newly modified T-spot assay in which the high-homology peptide-sequences cross-reactive with other coronaviruses were removed. This response was induced in 4/6 participants after the first dose, and all six participants after the second dose, and remained detectable in 4/6 participants five months post-vaccination. We have also shown for the first time, that BNT162b2 vaccine enhanced T cell responses also against known human common viruses. In addition, we demonstrated the efficacy of a rapid ex-vivo T cell expansion protocol for spike-specific T cell expansion to be potentially used for adoptive-cell therapy in severe COVID-19, immunocompromised individuals, and other high-risk groups. There was a 9 to 13.7-fold increase in the number of expanded T cells with a significant increase of anti-spike specific response showing higher frequencies of both activation and cytotoxic markers. Interestingly, effector memory T cells were dominant in all four participants' CD8+ expanded memory T cells; CD4+ T cells were dominated by effector memory in 2/4 participants and by central memory in the remaining two participants. Moreover, we found that high frequencies of CD4+ terminally differentiated memory T cells were associated with a greater reduction of spike-specific activated CD4+ T cells. Finally, we showed that participants who had a CD4+ central memory T cell dominance expressed a high CD69 activation marker in the CD4+ activated T cells.
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Affiliation(s)
- Sarra Mestiri
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Maysaloun Merhi
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Varghese P. Inchakalody
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Nassiba Taib
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Maria K. Smatti
- Qatar University Biomedical Research Center, Qatar University, Doha, Qatar
| | - Fareed Ahmad
- Translational Research Institute, Academic Health System, Hamad Medical Corporation, Doha, Qatar
- Dermatology Institute, Academic Health System, Hamad Medical Corporation, Doha, Qatar
| | - Afsheen Raza
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Fatma H. Ali
- Qatar University Biomedical Research Center, Qatar University, Doha, Qatar
| | - Shereena Hydrose
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Queenie Fernandes
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- College of Medicine, Qatar University, Doha, Qatar
| | - Abdul W. Ansari
- Translational Research Institute, Academic Health System, Hamad Medical Corporation, Doha, Qatar
- Dermatology Institute, Academic Health System, Hamad Medical Corporation, Doha, Qatar
| | - Fairooz Sahir
- Translational Research Institute, Academic Health System, Hamad Medical Corporation, Doha, Qatar
| | - Lobna Al-Zaidan
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Munir Jalis
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Mokhtar Ghoul
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Niloofar Allahverdi
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Mohammed U. Al Homsi
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
| | - Shahab Uddin
- Translational Research Institute, Academic Health System, Hamad Medical Corporation, Doha, Qatar
- Dermatology Institute, Academic Health System, Hamad Medical Corporation, Doha, Qatar
| | | | - Mai Nimir
- Communicable Disease Center, Hamad Medical Corporation, Doha, Qatar
| | - Laith J. Abu-Raddad
- Infectious Disease Epidemiology Group, Weill Cornell Medicine–Qatar, Cornell University, Qatar Foundation–Education City, Doha, Qatar
- World Health Organization Collaborating Centre for Disease Epidemiology Analytics on HIV/AIDS, Sexually Transmitted Infections, and Viral Hepatitis, Weill Cornell Medicine–Qatar, Cornell University, Qatar Foundation–Education City, Doha, Qatar
- Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, NY, United States
| | - Fatma Ben Abid
- Communicable Disease Center, Hamad Medical Corporation, Doha, Qatar
| | - Ahmed Zaqout
- Communicable Disease Center, Hamad Medical Corporation, Doha, Qatar
| | | | | | - Ali S. Omrani
- College of Medicine, Qatar University, Doha, Qatar
- Communicable Disease Center, Hamad Medical Corporation, Doha, Qatar
| | - Ali Ait Hssain
- Medical Intensive Care Unit, Hamad Medical Corporation, Doha, Qatar
| | | | - Hadi M. Yassine
- Qatar University Biomedical Research Center, Qatar University, Doha, Qatar
| | - Said Dermime
- Translational Cancer Research Facility, National Center for Cancer Care and Research/ Translational Research Institute, Hamad Medical Corporation, Doha, Qatar
- National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar
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11
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Halliday A, Long AE, Baum HE, Thomas AC, Shelley KL, Oliver E, Gupta K, Francis O, Williamson MK, Di Bartolo N, Randell MJ, Ben-Khoud Y, Kelland I, Mortimer G, Ball O, Plumptre C, Chandler K, Obst U, Secchi M, Piemonti L, Lampasona V, Smith J, Gregorova M, Knezevic L, Metz J, Barr R, Morales-Aza B, Oliver J, Collingwood L, Hitchings B, Ring S, Wooldridge L, Rivino L, Timpson N, McKernon J, Muir P, Hamilton F, Arnold D, Woolfson DN, Goenka A, Davidson AD, Toye AM, Berger I, Bailey M, Gillespie KM, Williams AJK, Finn A. Development and evaluation of low-volume tests to detect and characterize antibodies to SARS-CoV-2. Front Immunol 2022; 13:968317. [PMID: 36439154 PMCID: PMC9682908 DOI: 10.3389/fimmu.2022.968317] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 08/30/2022] [Indexed: 11/11/2022] Open
Abstract
Low-volume antibody assays can be used to track SARS-CoV-2 infection rates in settings where active testing for virus is limited and remote sampling is optimal. We developed 12 ELISAs detecting total or antibody isotypes to SARS-CoV-2 nucleocapsid, spike protein or its receptor binding domain (RBD), 3 anti-RBD isotype specific luciferase immunoprecipitation system (LIPS) assays and a novel Spike-RBD bridging LIPS total-antibody assay. We utilized pre-pandemic (n=984) and confirmed/suspected recent COVID-19 sera taken pre-vaccination rollout in 2020 (n=269). Assays measuring total antibody discriminated best between pre-pandemic and COVID-19 sera and were selected for diagnostic evaluation. In the blind evaluation, two of these assays (Spike Pan ELISA and Spike-RBD Bridging LIPS assay) demonstrated >97% specificity and >92% sensitivity for samples from COVID-19 patients taken >21 days post symptom onset or PCR test. These assays offered better sensitivity for the detection of COVID-19 cases than a commercial assay which requires 100-fold larger serum volumes. This study demonstrates that low-volume in-house antibody assays can provide good diagnostic performance, and highlights the importance of using well-characterized samples and controls for all stages of assay development and evaluation. These cost-effective assays may be particularly useful for seroprevalence studies in low and middle-income countries.
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Affiliation(s)
- Alice Halliday
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Anna E. Long
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Holly E. Baum
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
- School of Chemistry, University of Bristol, Bristol, United Kingdom
| | - Amy C. Thomas
- Bristol Veterinary School, University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Kathryn L. Shelley
- School of Chemistry, University of Bristol, Bristol, United Kingdom
- School of Biochemistry, Biomedical Sciences Building, University Walk, University of Bristol, Bristol, United Kingdom
| | - Elizabeth Oliver
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Kapil Gupta
- School of Biochemistry, Biomedical Sciences Building, University Walk, University of Bristol, Bristol, United Kingdom
| | - Ore Francis
- Bristol Veterinary School, University of Bristol, Bristol, United Kingdom
| | | | - Natalie Di Bartolo
- School of Biochemistry, Biomedical Sciences Building, University Walk, University of Bristol, Bristol, United Kingdom
| | - Matthew J. Randell
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Yassin Ben-Khoud
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Ilana Kelland
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Georgina Mortimer
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Olivia Ball
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Charlie Plumptre
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Kyla Chandler
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Ulrike Obst
- School of Chemistry, University of Bristol, Bristol, United Kingdom
| | - Massimiliano Secchi
- Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lorenzo Piemonti
- Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Vito Lampasona
- Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Joyce Smith
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Michaela Gregorova
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Lea Knezevic
- Bristol Veterinary School, University of Bristol, Bristol, United Kingdom
| | - Jane Metz
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, Bristol, United Kingdom
| | - Rachael Barr
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, Bristol, United Kingdom
| | - Begonia Morales-Aza
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Jennifer Oliver
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Lucy Collingwood
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Benjamin Hitchings
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Susan Ring
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit at University of Bristol, Bristol, United Kingdom
| | - Linda Wooldridge
- Bristol Veterinary School, University of Bristol, Bristol, United Kingdom
| | - Laura Rivino
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Nicholas Timpson
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- MRC Integrative Epidemiology Unit at University of Bristol, Bristol, United Kingdom
| | - Jorgen McKernon
- National Infection Service, UK Health Security Agency, Southmead Hospital, Bristol, United Kingdom
| | - Peter Muir
- National Infection Service, UK Health Security Agency, Southmead Hospital, Bristol, United Kingdom
| | - Fergus Hamilton
- MRC Integrative Epidemiology Unit at University of Bristol, Bristol, United Kingdom
- Academic Respiratory Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - David Arnold
- Academic Respiratory Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Derek N. Woolfson
- School of Chemistry, University of Bristol, Bristol, United Kingdom
- School of Biochemistry, Biomedical Sciences Building, University Walk, University of Bristol, Bristol, United Kingdom
- Bristol BioDesign Institute, University of Bristol, Bristol, United Kingdom
| | - Anu Goenka
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, Bristol, United Kingdom
| | - Andrew D. Davidson
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
| | - Ashley M. Toye
- School of Biochemistry, Biomedical Sciences Building, University Walk, University of Bristol, Bristol, United Kingdom
- Bristol BioDesign Institute, University of Bristol, Bristol, United Kingdom
- Bristol Institute of Transfusion Sciences, NHS Blood and Transplant Filton, Bristol, United Kingdom
| | - Imre Berger
- School of Chemistry, University of Bristol, Bristol, United Kingdom
- School of Biochemistry, Biomedical Sciences Building, University Walk, University of Bristol, Bristol, United Kingdom
- Bristol BioDesign Institute, University of Bristol, Bristol, United Kingdom
| | - Mick Bailey
- Bristol Veterinary School, University of Bristol, Bristol, United Kingdom
| | - Kathleen M. Gillespie
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Alistair J. K. Williams
- Diabetes and Metabolism, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Adam Finn
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
- Department of Paediatric Immunology and Infectious Diseases, Bristol Royal Hospital for Children, Bristol, United Kingdom
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12
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Atti A, Insalata F, Carr EJ, Otter AD, Castillo-Olivares J, Wu M, Harvey R, Howell M, Chan A, Lyall J, Temperton N, Cantoni D, da Costa K, Nadesalingam A, Taylor-Kerr A, Hettiarachchi N, Tranquillini C, Hewson J, Cole MJ, Foulkes S, Munro K, Monk EJM, Milligan ID, Linley E, Chand MA, Brown CS, Islam J, Semper A, Charlett A, Heeney JL, Beale R, Zambon M, Hopkins S, Brooks T, Hall V. Antibody correlates of protection from SARS-CoV-2 reinfection prior to vaccination: A nested case-control within the SIREN study. J Infect 2022; 85:545-556. [PMID: 36089104 PMCID: PMC9458758 DOI: 10.1016/j.jinf.2022.09.004] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 09/05/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVES To investigate serological differences between SARS-CoV-2 reinfection cases and contemporary controls, to identify antibody correlates of protection against reinfection. METHODS We performed a case-control study, comparing reinfection cases with singly infected individuals pre-vaccination, matched by gender, age, region and timing of first infection. Serum samples were tested for anti-SARS-CoV-2 spike (anti-S), anti-SARS-CoV-2 nucleocapsid (anti-N), live virus microneutralisation (LV-N) and pseudovirus microneutralisation (PV-N). Results were analysed using fixed effect linear regression and fitted into conditional logistic regression models. RESULTS We identified 23 cases and 92 controls. First infections occurred before November 2020; reinfections occurred before February 2021, pre-vaccination. Anti-S levels, LV-N and PV-N titres were significantly lower among cases; no difference was found for anti-N levels. Increasing anti-S levels were associated with reduced risk of reinfection (OR 0·63, CI 0·47-0·85), but no association for anti-N levels (OR 0·88, CI 0·73-1·05). Titres >40 were correlated with protection against reinfection for LV-N Wuhan (OR 0·02, CI 0·001-0·31) and LV-N Alpha (OR 0·07, CI 0·009-0·62). For PV-N, titres >100 were associated with protection against Wuhan (OR 0·14, CI 0·03-0·64) and Alpha (0·06, CI 0·008-0·40). CONCLUSIONS Before vaccination, protection against SARS-CoV-2 reinfection was directly correlated with anti-S levels, PV-N and LV-N titres, but not with anti-N levels. Detectable LV-N titres were sufficient for protection, whilst PV-N titres >100 were required for a protective effect. TRIAL REGISTRATION NUMBER ISRCTN11041050.
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Affiliation(s)
- Ana Atti
- UK Health Security Agency, Smith Square, London SW1P, UK.
| | | | - Edward J Carr
- The Francis Crick Institute, 1 Midland Rd, London NW1 1AT, UK
| | - Ashley D Otter
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Javier Castillo-Olivares
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge University, Madingley Road, Cambridge CB3 0ES, UK
| | - Mary Wu
- The Francis Crick Institute, 1 Midland Rd, London NW1 1AT, UK
| | - Ruth Harvey
- The Francis Crick Institute, 1 Midland Rd, London NW1 1AT, UK
| | - Michael Howell
- The Francis Crick Institute, 1 Midland Rd, London NW1 1AT, UK
| | - Andrew Chan
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge University, Madingley Road, Cambridge CB3 0ES, UK
| | - Jonathan Lyall
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge University, Madingley Road, Cambridge CB3 0ES, UK
| | - Nigel Temperton
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Greenwich and Kent at Medway, Central Ave, Gillingham, Chatham ME4 4BF, UK
| | - Diego Cantoni
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Greenwich and Kent at Medway, Central Ave, Gillingham, Chatham ME4 4BF, UK
| | - Kelly da Costa
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Greenwich and Kent at Medway, Central Ave, Gillingham, Chatham ME4 4BF, UK
| | - Angalee Nadesalingam
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge University, Madingley Road, Cambridge CB3 0ES, UK
| | | | | | | | | | | | - Sarah Foulkes
- UK Health Security Agency, Smith Square, London SW1P, UK
| | - Katie Munro
- UK Health Security Agency, Smith Square, London SW1P, UK
| | | | | | - Ezra Linley
- Manchester Royal Infirmary, UK Health Security Agency, Oxford Road, Manchester M139WL, UK
| | - Meera A Chand
- UK Health Security Agency, Smith Square, London SW1P, UK
| | - Colin S Brown
- UK Health Security Agency, Smith Square, London SW1P, UK; The National Institute for Health Research Health Protection Research (NIHR) Unit in Healthcare Associated Infections and Antimicrobial Resistance at the University of Oxford, Old Road Campus, Headington, Oxford OX3 7BN, UK
| | - Jasmin Islam
- UK Health Security Agency, Smith Square, London SW1P, UK
| | - Amanda Semper
- UK Health Security Agency, Smith Square, London SW1P, UK
| | - Andre Charlett
- UK Health Security Agency, Smith Square, London SW1P, UK; NIHR Health Protection Research Unit in Behavioural Science and Evaluation at University of Bristol in partnership with Public Health England, Queens Road, Bristol BS8 1QU, UK; NIHR Health Protection Research Unit in Immunisation at the London School of Hygiene and Tropical Medicine in partnership with Public Health England, Keppel St, London WC1E 7HT, UK
| | | | - Rupert Beale
- The Francis Crick Institute, 1 Midland Rd, London NW1 1AT, UK
| | - Maria Zambon
- UK Health Security Agency, Smith Square, London SW1P, UK
| | - Susan Hopkins
- UK Health Security Agency, Smith Square, London SW1P, UK; The National Institute for Health Research Health Protection Research (NIHR) Unit in Healthcare Associated Infections and Antimicrobial Resistance at the University of Oxford, Old Road Campus, Headington, Oxford OX3 7BN, UK
| | - Tim Brooks
- UK Health Security Agency, Smith Square, London SW1P, UK
| | - Victoria Hall
- UK Health Security Agency, Smith Square, London SW1P, UK; The National Institute for Health Research Health Protection Research (NIHR) Unit in Healthcare Associated Infections and Antimicrobial Resistance at the University of Oxford, Old Road Campus, Headington, Oxford OX3 7BN, UK
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13
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Wells DA, Cantoni D, Mayora‐Neto M, Genova CD, Sampson A, Ferrari M, Carnell G, Nadesalingam A, Smith P, Chan A, Raddi G, Castillo‐Olivares J, Baxendale H, Temperton N, Heeney JL. Human seasonal coronavirus neutralization and COVID-19 severity. J Med Virol 2022; 94:4820-4829. [PMID: 35705514 PMCID: PMC9349487 DOI: 10.1002/jmv.27937] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 05/28/2022] [Accepted: 06/13/2022] [Indexed: 11/08/2022]
Abstract
The virus severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), responsible for the global coronavirus disease-2019 (COVID-19) pandemic, spread rapidly around the world causing high morbidity and mortality. However, there are four known, endemic seasonal coronaviruses in humans (HCoVs), and whether antibodies for these HCoVs play a role in severity of COVID-19 disease has generated a lot of interest. Of these seasonal viruses NL63 is of particular interest as it uses the same cell entry receptor as SARS-CoV-2. We use functional, neutralizing assays to investigate cross-reactive antibodies and their relationship with COVID-19 severity. We analyzed the neutralization of SARS-CoV-2, NL63, HKU1, and 229E in 38 COVID-19 patients and 62 healthcare workers, and a further 182 samples to specifically study the relationship between SARS-CoV-2 and NL63. We found that although HCoV neutralization was very common there was little evidence that these antibodies neutralized SARS-CoV-2. Despite no evidence in cross-neutralization, levels of NL63 neutralizing antibodies become elevated after exposure to SARS-CoV-2 through infection or following vaccination.
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Affiliation(s)
- David A. Wells
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
- DIOSynVaxUniversity of CambridgeCambridgeUK
| | - Diego Cantoni
- Viral Pseudotype Unit, Medway School of PharmacyUniversity of KentMedwayUK
| | - Martin Mayora‐Neto
- Viral Pseudotype Unit, Medway School of PharmacyUniversity of KentMedwayUK
| | - Cecilia Di Genova
- Viral Pseudotype Unit, Medway School of PharmacyUniversity of KentMedwayUK
| | - Alexander Sampson
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
| | - Matteo Ferrari
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
- DIOSynVaxUniversity of CambridgeCambridgeUK
| | - George Carnell
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
| | - Angalee Nadesalingam
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
| | - Peter Smith
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
| | - Andrew Chan
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
| | | | | | | | - Nigel Temperton
- Viral Pseudotype Unit, Medway School of PharmacyUniversity of KentMedwayUK
| | - Jonathan L. Heeney
- Department of Veterinary Medicine, Lab of Viral ZoonoticsUniversity of CambridgeCambridgeUK
- DIOSynVaxUniversity of CambridgeCambridgeUK
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14
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Mullender C, da Costa KAS, Alrubayyi A, Pett SL, Peppa D. SARS-CoV-2 immunity and vaccine strategies in people with HIV. OXFORD OPEN IMMUNOLOGY 2022; 3:iqac005. [PMID: 36846557 PMCID: PMC9452103 DOI: 10.1093/oxfimm/iqac005] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/24/2022] [Accepted: 08/02/2022] [Indexed: 12/15/2022] Open
Abstract
Current severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) vaccines, based on the ancestral Wuhan strain, were developed rapidly to meet the needs of a devastating global pandemic. People living with Human Immunodeficiency Virus (PLWH) have been designated as a priority group for SARS-CoV-2 vaccination in most regions and varying primary courses (two- or three-dose schedule) and additional boosters are recommended depending on current CD4+ T cell count and/or detectable HIV viraemia. From the current published data, licensed vaccines are safe for PLWH, and stimulate robust responses to vaccination in those well controlled on antiretroviral therapy and with high CD4+ T cell counts. Data on vaccine efficacy and immunogenicity remain, however, scarce in PLWH, especially in people with advanced disease. A greater concern is a potentially diminished immune response to the primary course and subsequent boosters, as well as an attenuated magnitude and durability of protective immune responses. A detailed understanding of the breadth and durability of humoral and T cell responses to vaccination, and the boosting effects of natural immunity to SARS-CoV-2, in more diverse populations of PLWH with a spectrum of HIV-related immunosuppression is therefore critical. This article summarizes focused studies of humoral and cellular responses to SARS-CoV-2 infection in PLWH and provides a comprehensive review of the emerging literature on SARS-CoV-2 vaccine responses. Emphasis is placed on the potential effect of HIV-related factors and presence of co-morbidities modulating responses to SARS-CoV-2 vaccination, and the remaining challenges informing the optimal vaccination strategy to elicit enduring responses against existing and emerging variants in PLWH.
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Affiliation(s)
- Claire Mullender
- Centre for Clinical Research in Infection and Sexual Health, Institute for Global Health, University College London Institute for Global Health, London, UK
| | - Kelly A S da Costa
- Division of Infection and Immunity, University College London, London, UK
| | - Aljawharah Alrubayyi
- Division of Infection and Immunity, University College London, London, UK
- Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Sarah L Pett
- Centre for Clinical Research in Infection and Sexual Health, Institute for Global Health, University College London Institute for Global Health, London, UK
- Medical Research Council Clinical Trials Unit, Institute of Clinical Trials and Methodology, London, UK
| | - Dimitra Peppa
- Division of Infection and Immunity, University College London, London, UK
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15
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Bagno FF, Sérgio SAR, Figueiredo MM, Godoi LC, Andrade LAF, Salazar NC, Soares CP, Aguiar A, Almeida FJ, da Silva ED, Ferreira AGP, Durigon EL, Gazzinelli RT, Teixeira SMR, Fernandes APSM, da Fonseca FG. DEVELOPMENT AND VALIDATION OF AN ENZYME-LINKED IMMUNOASSAY KIT FOR DIAGNOSIS AND SURVEILLANCE OF COVID-19. JOURNAL OF CLINICAL VIROLOGY PLUS 2022:100103. [PMID: 35993012 PMCID: PMC9384617 DOI: 10.1016/j.jcvp.2022.100103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/01/2022] [Accepted: 08/12/2022] [Indexed: 11/28/2022] Open
Abstract
There is a massive demand to identify alternative methods to detect new cases of COVID-19 as well as to investigate the epidemiology of the disease. In many countries, importation of commercial kits poses a significant impact on their testing capacity and increases the costs for the public health system. We have developed an ELISA to detect IgG antibodies against SARS-CoV-2 using a recombinant viral nucleocapsid (rN) protein expressed in E. coli. Using a total of 894 clinical samples we showed that the rN-ELISA was able to detect IgG antibodies against SARS-CoV-2 with high sensitivity (97.5%) and specificity (96.3%) when compared to a commercial antibody test. After three external validation studies, we showed that the test accuracy was higher than 90%. The rN-ELISA IgG kit constitutes a convenient and specific method for the large-scale determination of SARS-CoV-2 antibodies in human sera with high reliability.
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Affiliation(s)
- Flávia F Bagno
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Rio de Janeiro, RJ, Brazil
| | - Sarah A R Sérgio
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
| | - Maria Marta Figueiredo
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
- Universidade Estadual de Minas Gerais, Divinópolis, MG, Brazil
| | - Lara C Godoi
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
| | - Luis A F Andrade
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
| | - Natália C Salazar
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
| | - Camila P Soares
- Universidade de São Paulo (USP), Instituto de Ciências Biomédicas, São Paulo, SP, Brazil
| | - Andressa Aguiar
- Geriatric and Convalescent Hospital Dom Pedro II, São Paulo, SP, Brazil
| | - Flávia Jaqueline Almeida
- Department of Pediatrics, Santa Casa de São Paulo School of Medical Sciences, São Paulo, SP, Brazil
| | - Edimilson D da Silva
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Rio de Janeiro, RJ, Brazil
| | - Antônio G P Ferreira
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Rio de Janeiro, RJ, Brazil
| | - Edison Luiz Durigon
- Universidade de São Paulo (USP), Instituto de Ciências Biomédicas, São Paulo, SP, Brazil
| | - Ricardo T Gazzinelli
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
- Fundação Oswaldo Cruz-Fiocruz, Centro de Pesquisas René Rachou, Belo Horizonte, MG, Brazil
| | - Santuza M R Teixeira
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
- Universidade Federal de Minas Gerais, Depto de Bioquímica e Imunologia, Belo Horizonte, MG, Brazil
| | - Ana Paula S M Fernandes
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
- Universidade Federal de Minas Gerais, Faculdade de Farmácia, Belo Horizonte, MG, Brazil
| | - Flavio G da Fonseca
- Centro de Tecnologia de Vacinas (CT Vacinas), BH-Tec, UFMG. Belo Horizonte, MG, Brazil
- Universidade Federal de Minas Gerais, Depto de Microbiologia, ICB/UFMG, Belo Horizonte, MG, Brazil
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16
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Bagno FF, Sérgio SA, Figueiredo MM, Godoi LC, Andrade LA, Salazar NC, Soares CP, Aguiar A, Almeida FJ, da Silva ED, Ferreira AG, Durigon EL, Gazzinelli RT, Teixeira SM, Fernandes APS, da Fonseca FG. Development and validation of an enzyme-linked immunoassay kit for diagnosis and surveillance of COVID-19. JOURNAL OF CLINICAL VIROLOGY PLUS 2022; 2:100101. [PMID: 35959109 PMCID: PMC9356643 DOI: 10.1016/j.jcvp.2022.100101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/12/2022] [Accepted: 07/16/2022] [Indexed: 11/01/2022] Open
Abstract
There is a massive demand to identify alternative methods to detect new cases of COVID-19 as well as to investigate the epidemiology of the disease. In many countries, importation of commercial kits poses a significant impact on their testing capacity and increases the costs for the public health system. We have developed an ELISA to detect IgG antibodies against SARS-CoV-2 using a recombinant viral nucleocapsid (rN) protein expressed in E. coli. Using a total of 894 clinical samples we showed that the rN-ELISA was able to detect IgG antibodies against SARS-CoV-2 with high sensitivity (97.5%) and specificity (96.3%) when compared to a commercial antibody test. After three external validation studies, we showed that the test accuracy was higher than 90%. The rN-ELISA IgG kit constitutes a convenient and specific method for the large-scale determination of SARS-CoV-2 antibodies in human sera with high reliability.
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17
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Windsor WJ, Roell Y, Tucker H, Cheng CA, Suliman S, Peek LJ, Pestano GA, Lee WT, Zeichhardt H, Lamb MM, Kammel M, Wang H, Kedl R, Rester C, Morrison TE, Davenport BJ, Carson K, Yates J, Howard K, Kulas K, Walt DR, Dafni A, Taylor D, Chu M. Harmonization of Multiple SARS-CoV-2 Reference Materials Using the WHO IS (NIBSC 20/136): Results and Implications. Front Microbiol 2022; 13:893801. [PMID: 35707164 PMCID: PMC9190986 DOI: 10.3389/fmicb.2022.893801] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 03/31/2022] [Indexed: 11/13/2022] Open
Abstract
Background There is an urgent need for harmonization between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) serology platforms and assays prior to defining appropriate correlates of protection and as well inform the development of new rapid diagnostic tests that can be used for serosurveillance as new variants of concern (VOC) emerge. We compared multiple SARS-CoV-2 serology reference materials to the WHO International Standard (WHO IS) to determine their utility as secondary standards, using an international network of laboratories with high-throughput quantitative serology assays. This enabled the comparison of quantitative results between multiple serology platforms. Methods Between April and December 2020, 13 well-characterized and validated SARS-CoV-2 serology reference materials were recruited from six different providers to qualify as secondary standards to the WHO IS. All the samples were tested in parallel with the National Institute for Biological Standards and Control (NIBSC) 20/136 and parallel-line assays were used to calculate the relevant potency and binding antibody units. Results All the samples saw varying levels of concordance between diagnostic methods at specific antigen–antibody combinations. Seven of the 12 candidate materials had high concordance for the spike-immunoglobulin G (IgG) analyte [percent coefficient of variation (%CV) between 5 and 44%]. Conclusion Despite some concordance between laboratories, qualification of secondary materials to the WHO IS using arbitrary international units or binding antibody units per milliliter (BAU/ml) does not provide any benefit to the reference materials overall, due to the lack of consistent agreeable international unit (IU) or BAU/ml conversions between laboratories. Secondary standards should be qualified to well-characterized reference materials, such as the WHO IS, using serology assays that are similar to the ones used for the original characterization of the WHO IS.
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Affiliation(s)
| | - Yannik Roell
- Colorado School of Public Health, Center for Global Health, Aurora, CO, United States
| | - Heidi Tucker
- Division of Infectious Diseases, New York State Department of Health, Wadsworth Center, Albany, NY, United States
| | - Chi-An Cheng
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, United States
| | - Sara Suliman
- Division of Rheumatology, Inflammation and Immunity, Harvard Medical School, Brigham and Women's Hospital, Boston, MA, United States.,Division of Experimental Medicine, Zuckerberg San Francisco General Hospital, University of California, San Francisco, San Francisco, CA, United States
| | | | | | - William T Lee
- Division of Infectious Diseases, New York State Department of Health, Wadsworth Center, Albany, NY, United States
| | - Heinz Zeichhardt
- INSTAND e.V., Society for Promoting Quality Assurance in Medical Laboratories, Duesseldorf, Germany.,IQVD GmbH, Institut fuer Qualitaetssicherung in der Virusdiagnostik, Berlin, Germany.,GBD Gesellschaft fuer Biotechnologische Diagnostik mbH, Berlin, Germany
| | - Molly M Lamb
- Colorado School of Public Health, Center for Global Health, Aurora, CO, United States
| | - Martin Kammel
- INSTAND e.V., Society for Promoting Quality Assurance in Medical Laboratories, Duesseldorf, Germany.,IQVD GmbH, Institut fuer Qualitaetssicherung in der Virusdiagnostik, Berlin, Germany.,GBD Gesellschaft fuer Biotechnologische Diagnostik mbH, Berlin, Germany
| | - Hui Wang
- Thermo Fisher Scientific, Waltham, MA, United States
| | - Ross Kedl
- Department of Immunology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Cody Rester
- Department of Immunology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Thomas E Morrison
- Department of Immunology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Bennet J Davenport
- Department of Immunology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Kyle Carson
- Division of Infectious Diseases, New York State Department of Health, Wadsworth Center, Albany, NY, United States
| | - Jennifer Yates
- Division of Infectious Diseases, New York State Department of Health, Wadsworth Center, Albany, NY, United States
| | - Kelly Howard
- Division of Infectious Diseases, New York State Department of Health, Wadsworth Center, Albany, NY, United States
| | - Karen Kulas
- Division of Infectious Diseases, New York State Department of Health, Wadsworth Center, Albany, NY, United States
| | - David R Walt
- Department of Pathology, Brigham and Women's Hospital, Boston, MA, United States
| | - Aner Dafni
- Oneworld Accuracy, Vancouver, BC, Canada
| | | | - May Chu
- Colorado School of Public Health, Center for Global Health, Aurora, CO, United States
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18
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Cantoni D, Mayora-Neto M, Thakur N, Elrefaey AME, Newman J, Vishwanath S, Nadesalingam A, Chan A, Smith P, Castillo-Olivares J, Baxendale H, Charleston B, Heeney J, Bailey D, Temperton N. Pseudotyped Bat Coronavirus RaTG13 is efficiently neutralised by convalescent sera from SARS-CoV-2 infected patients. Commun Biol 2022; 5:409. [PMID: 35505237 PMCID: PMC9065041 DOI: 10.1038/s42003-022-03325-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 03/28/2022] [Indexed: 12/24/2022] Open
Abstract
RaTG13 is a close relative of SARS-CoV-2, the virus responsible for the COVID-19 pandemic, sharing 96% sequence similarity at the genome-wide level. The spike receptor binding domain (RBD) of RaTG13 contains a number of amino acid substitutions when compared to SARS-CoV-2, likely impacting affinity for the ACE2 receptor. Antigenic differences between the viruses are less well understood, especially whether RaTG13 spike can be efficiently neutralised by antibodies generated from infection with, or vaccination against, SARS-CoV-2. Using RaTG13 and SARS-CoV-2 pseudotypes we compared neutralisation using convalescent sera from previously infected patients or vaccinated healthcare workers. Surprisingly, our results revealed that RaTG13 was more efficiently neutralised than SARS-CoV-2. In addition, neutralisation assays using spike mutants harbouring single and combinatorial amino acid substitutions within the RBD demonstrated that both spike proteins can tolerate multiple changes without dramatically reducing neutralisation. Moreover, introducing the 484 K mutation into RaTG13 resulted in increased neutralisation, in contrast to the same mutation in SARS-CoV-2 (E484K). This is despite E484K having a well-documented role in immune evasion in variants of concern (VOC) such as B.1.351 (Beta). These results indicate that the future spill-over of RaTG13 and/or related sarbecoviruses could be mitigated using current SARS-CoV-2-based vaccination strategies.
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Affiliation(s)
- Diego Cantoni
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent & Greenwich, Chatham, UK
| | - Martin Mayora-Neto
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent & Greenwich, Chatham, UK
| | - Nazia Thakur
- The Pirbright Institute, Guildford, Surrey, GU24 0NF, UK
- The Jenner Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | | | - Joseph Newman
- The Pirbright Institute, Guildford, Surrey, GU24 0NF, UK
| | - Sneha Vishwanath
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | | | - Andrew Chan
- DIOSynVax, University of Cambridge, Madingley Road, CB3-0ES, Cambridge, UK
| | - Peter Smith
- DIOSynVax, University of Cambridge, Madingley Road, CB3-0ES, Cambridge, UK
| | | | | | | | - Jonathan Heeney
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
- DIOSynVax, University of Cambridge, Madingley Road, CB3-0ES, Cambridge, UK
| | - Dalan Bailey
- The Pirbright Institute, Guildford, Surrey, GU24 0NF, UK.
| | - Nigel Temperton
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent & Greenwich, Chatham, UK.
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19
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Bartlett ML, Suwanmanee S, Peart Akindele N, Ghimire S, Chan AK, Guo C, Gould SJ, Cox AL, Griffin DE. Continued Virus-Specific Antibody-Secreting Cell Production, Avidity Maturation and B Cell Evolution in Patients Hospitalized with COVID-19. Viral Immunol 2022; 35:259-272. [PMID: 35285743 PMCID: PMC9063170 DOI: 10.1089/vim.2021.0191] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Understanding the development and sustainability of the virus-specific protective immune response to infection with severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) remains incomplete with respect to the appearance and disappearance of virus-specific antibody-secreting cells (ASCs) in circulation. Therefore, we performed cross-sectional and longitudinal analyses of peripheral blood mononuclear cells and plasma collected from 55 hospitalized patients up to 4 months after onset of COVID-19 symptoms. Spike (S)- and nucleocapsid (N)-specific IgM and IgG ASCs appeared within 2 weeks accompanied by flow cytometry increases in double negative plasmablasts consistent with a rapid extrafollicular B cell response. Total and virus-specific IgM and IgG ASCs peaked at 3-4 weeks and were still being produced at 3-4 months accompanied by increasing antibody avidity consistent with a slower germinal center B cell response. N-specific ASCs were produced for longer than S-specific ASCs and avidity maturation was greater for antibody to N than S. Patients with more severe disease produced more S-specific IgM and IgG ASCs than those with mild disease and had higher levels of N- and S-specific antibody. Women had more B cells in circulation than men and produced more S-specific IgA and IgG and N-specific IgG ASCs. Flow cytometry analysis of B cell phenotypes showed an increase in circulating B cells at 4-6 weeks with decreased percentages of switched and unswitched memory B cells. These data indicate ongoing antigen-specific stimulation, maturation, and production of ASCs for several months after onset of symptoms in patients hospitalized with COVID-19.
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Affiliation(s)
- Maggie L. Bartlett
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - San Suwanmanee
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Nadine Peart Akindele
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Division of Pediatric Infectious Diseases, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Shristi Ghimire
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Andy K.P. Chan
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Chenxu Guo
- Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Stephen J. Gould
- Department of Biological Chemistry, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Andrea L. Cox
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Diane E. Griffin
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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20
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Cantoni D, Mayora-Neto M, Nadesalingam A, Wells DA, Carnell GW, Ohlendorf L, Ferrari M, Palmer P, Chan AC, Smith P, Bentley EM, Einhauser S, Wagner R, Page M, Raddi G, Baxendale H, Castillo-Olivares J, Heeney J, Temperton N. Neutralisation Hierarchy of SARS-CoV-2 Variants of Concern Using Standardised, Quantitative Neutralisation Assays Reveals a Correlation With Disease Severity; Towards Deciphering Protective Antibody Thresholds. Front Immunol 2022; 13:773982. [PMID: 35330908 PMCID: PMC8940306 DOI: 10.3389/fimmu.2022.773982] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 02/07/2022] [Indexed: 01/16/2023] Open
Abstract
The rise of SARS-CoV-2 variants has made the pursuit to define correlates of protection more troublesome, despite the availability of the World Health Organisation (WHO) International Standard for anti-SARS-CoV-2 Immunoglobulin sera, a key reagent used to standardise laboratory findings into an international unitage. Using pseudotyped virus, we examine the capacity of convalescent sera, from a well-defined cohort of healthcare workers (HCW) and Patients infected during the first wave from a national critical care centre in the UK to neutralise B.1.1.298, variants of interest (VOI) B.1.617.1 (Kappa), and four VOCs, B.1.1.7 (Alpha), B.1.351 (Beta), P.1 (Gamma) and B.1.617.2 (Delta), including the B.1.617.2 K417N, informally known as Delta Plus. We utilised the WHO International Standard for anti-SARS-CoV-2 Immunoglobulin to report neutralisation antibody levels in International Units per mL. Our data demonstrate a significant reduction in the ability of first wave convalescent sera to neutralise the VOCs. Patients and HCWs with more severe COVID-19 were found to have higher antibody titres and to neutralise the VOCs more effectively than individuals with milder symptoms. Using an estimated threshold for 50% protection, 54 IU/mL, we found most asymptomatic and mild cases did not produce titres above this threshold.
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Affiliation(s)
- Diego Cantoni
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent & Greenwich, Chatham, United Kingdom
| | - Martin Mayora-Neto
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent & Greenwich, Chatham, United Kingdom
| | - Angalee Nadesalingam
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - David A. Wells
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
- DIOSynVax, University of Cambridge, Cambridge, United Kingdom
| | - George W. Carnell
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Luis Ohlendorf
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Matteo Ferrari
- DIOSynVax, University of Cambridge, Cambridge, United Kingdom
| | - Phil Palmer
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Andrew C.Y. Chan
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Peter Smith
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Emma M. Bentley
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Regensburg, Germany
| | - Sebastian Einhauser
- Institute of Medical Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Ralf Wagner
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Regensburg, Germany
- Institute of Medical Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Mark Page
- Division of Virology, National Institute for Biological Standards and Control, Potters Bar, United Kingdom
| | - Gianmarco Raddi
- Royal Papworth Hospital NHS Foundation Trust, Cambridge, United Kingdom
| | - Helen Baxendale
- Royal Papworth Hospital NHS Foundation Trust, Cambridge, United Kingdom
| | - Javier Castillo-Olivares
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Jonathan Heeney
- Laboratory of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
- DIOSynVax, University of Cambridge, Cambridge, United Kingdom
| | - Nigel Temperton
- Viral Pseudotype Unit, Medway School of Pharmacy, Universities of Kent & Greenwich, Chatham, United Kingdom
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21
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Simultaneous detection of antibody responses to multiple SARS-CoV-2 antigens by a Western blot serological assay. Appl Microbiol Biotechnol 2022; 106:8183-8194. [PMID: 36404356 PMCID: PMC9676789 DOI: 10.1007/s00253-022-12288-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 11/08/2022] [Accepted: 11/11/2022] [Indexed: 11/22/2022]
Abstract
The nucleic acid test is still the standard assessment for the diagnosis of coronavirus disease 2019 (COVID-19), which is caused by human infection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In addition to supporting the confirmation of disease cases, serological assays are used for the analysis of antibody status and epidemiological surveys. In this study, a single Western blot strip (WBS) coated with multiple Escherichia coli (E. coli)-expressed SARS-CoV-2 antigens was developed for comprehensive studies of antibody profiles in COVID-19 patient sera. The levels of specific antibodies directed to SARS-CoV-2 spike (S), S2, and nucleocapsid (N) proteins were gradually increased with the same tendency as the disease progressed after hospitalization. The signal readouts of S, S2, and N revealed by the multi-antigen-coated WBS (mWBS)-based serological assay (mWBS assay) also demonstrated a positive correlation with the SARS-CoV-2 neutralizing potency of the sera measured by the plaque reduction neutralization test (PRNT) assays. Surprisingly, the detection signals against the unstructured receptor-binding domain (RBD) purified from E. coli inclusion bodies were not observed, although the COVID-19 patient sera exhibited strong neutralizing potency in the PRNT assays, suggesting that the RBD-specific antibodies in patient sera mostly recognize the conformational epitopes. Furthermore, the mWBS assay identified a unique and major antigenic epitope at the residues 1148, 1149, 1152, 1155, and 1156 located within the 1127-1167 fragment of the S2 subunit, which was specifically recognized by the COVID-19 patient serum. The mWBS assay can be finished within 14-16 min by using the automatic platform of Western blotting by thin-film direct coating with suction (TDCS WB). Collectively, the mWBS assay can be applied for the analysis of antibody responses, prediction of the protective antibody status, and identification of the specific epitope. KEY POINTS: • A Western blot strip (WBS) coated with multiple SARS-CoV-2 antigens was developed for the serological assay. • The multi-antigen-coated WBS (mWBS) can be utilized for the simultaneous detection of antibody responses to multiple SARS-CoV-2 antigens. • The mWBS-based serological assay (mWBS assay) identified a unique epitope recognized by the COVID-19 patient serum.
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