1
|
Chwa JS, Kim M, Lee Y, Cheng WA, Shin Y, Jumarang J, Bender JM, Pannaraj PS. Detection of SARS-CoV-2-Specific Secretory IgA and Neutralizing Antibodies in the Nasal Secretions of Exposed Seronegative Individuals. Viruses 2024; 16:852. [PMID: 38932145 PMCID: PMC11209246 DOI: 10.3390/v16060852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 05/24/2024] [Accepted: 05/25/2024] [Indexed: 06/28/2024] Open
Abstract
Mucosal immunity may contribute to clearing SARS-CoV-2 infection prior to systemic infection, thereby allowing hosts to remain seronegative. We describe the meaningful detection of SARS-CoV-2-specific nasal mucosal antibodies in a group of exposed-household individuals that evaded systemic infection. Between June 2020 and February 2023, nasopharyngeal swab (NPS) and acute and convalescent blood were collected from individuals exposed to a SARS-CoV-2-confirmed household member. Nasal secretory IgA (SIgA) antibodies targeting the SARS-CoV-2 spike protein were measured using a modified ELISA. Of the 36 exposed individuals without SARS-CoV-2 detected by the RT-PCR of NPS specimens and seronegative for SARS-CoV-2-specific IgG at enrollment and convalescence, 13 (36.1%) had positive SARS-CoV-2-specific SIgA levels detected in the nasal mucosa at enrollment. These individuals had significantly higher nasal SIgA (median 0.52 AU/mL) compared with never-exposed, never-infected controls (0.001 AU/mL) and infected-family participants (0.0002 AU/mL) during the acute visit, respectively (both p < 0.001). The nasal SARS-CoV-2-specific SIgA decreased rapidly over two weeks in the exposed seronegative individuals compared to a rise in SIgA in infected-family members. The nasal SARS-CoV-2-specific SIgA may have a protective role in preventing systemic infection.
Collapse
Affiliation(s)
- Jason S. Chwa
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA;
- Division of Infectious Diseases, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA;
| | - Minjun Kim
- Division of Infectious Diseases, Department of Pediatrics, University of California San Diego, San Diego, CA 92093, USA; (M.K.); (Y.L.); (W.A.C.); (J.J.)
| | - Yesun Lee
- Division of Infectious Diseases, Department of Pediatrics, University of California San Diego, San Diego, CA 92093, USA; (M.K.); (Y.L.); (W.A.C.); (J.J.)
| | - Wesley A. Cheng
- Division of Infectious Diseases, Department of Pediatrics, University of California San Diego, San Diego, CA 92093, USA; (M.K.); (Y.L.); (W.A.C.); (J.J.)
| | - Yunho Shin
- Division of Infectious Diseases, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA;
| | - Jaycee Jumarang
- Division of Infectious Diseases, Department of Pediatrics, University of California San Diego, San Diego, CA 92093, USA; (M.K.); (Y.L.); (W.A.C.); (J.J.)
| | - Jeffrey M. Bender
- Department of Pediatrics, City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA;
| | - Pia S. Pannaraj
- Division of Infectious Diseases, Department of Pediatrics, University of California San Diego, San Diego, CA 92093, USA; (M.K.); (Y.L.); (W.A.C.); (J.J.)
- Division of Infectious Diseases, Rady Children’s Hospital, San Diego, CA 92123, USA
| |
Collapse
|
2
|
Mazzaracchio V, Rios Maciel M, Porto Santos T, Toda-Peters K, Shen AQ. Duplex Electrochemical Microfluidic Sensor for COVID-19 Antibody Detection: Natural versus Vaccine-Induced Humoral Response. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023; 19:e2207731. [PMID: 36916701 DOI: 10.1002/smll.202207731] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 02/03/2023] [Indexed: 06/18/2023]
Abstract
The rapid transmission and resilience of coronavirus disease 2019 (COVID-19) have led to urgent demands in monitoring humoral response for effective vaccine development, thus a multiplex co-detection platform to discriminate infection-induced from vaccine-induced antibodies is needed. Here a duplex electrochemical immunosensor for co-detection of anti-nucleocapsid IgG (N-IgG) and anti-spike IgG (S-IgG) is developed by using a two-working electrode system, via an indirect immunoassay, with antibody quantification obtained by differential pulse voltammetry. The screen-printed electrodes (SPEs) are modified by carbon black and electrodeposited gold nanoflowers for maximized surface areas, enabling the construction of an immunological chain for S-IgG and N-IgG electrochemical detection with enhanced performance. Using an optimized immunoassay protocol, a wide linear range between 30-750 and 20-1000 ng mL-1 , and a limit of detection of 28 and 15 ng mL-1 are achieved to detect N-IgG and S-IgG simultaneously in serum samples. This duplex immunosensor is then integrated in a microfluidic device to obtain significantly reduced detection time (≤ 7 min) while maintaining its analytical performance. The duplex microfluidic immunosensor can be easily expanded into multiplex format to achieve high throughput screening for the sero-surveillance of COVID-19 and other infectious diseases.
Collapse
Affiliation(s)
- Vincenzo Mazzaracchio
- Micro/Bio/Nanofluidics Unit, Okinawa Institute of Science and Technology Graduate University, Onna-son, Okinawa, 904-0495, Japan
- Department of Chemical Science and Technologies, University of Rome "Tor Vergata,", Via della Ricerca Scientifica, 00133, Rome, Italy
| | - Mauricio Rios Maciel
- Micro/Bio/Nanofluidics Unit, Okinawa Institute of Science and Technology Graduate University, Onna-son, Okinawa, 904-0495, Japan
| | - Tatiana Porto Santos
- Micro/Bio/Nanofluidics Unit, Okinawa Institute of Science and Technology Graduate University, Onna-son, Okinawa, 904-0495, Japan
| | - Kazumi Toda-Peters
- Micro/Bio/Nanofluidics Unit, Okinawa Institute of Science and Technology Graduate University, Onna-son, Okinawa, 904-0495, Japan
| | - Amy Q Shen
- Micro/Bio/Nanofluidics Unit, Okinawa Institute of Science and Technology Graduate University, Onna-son, Okinawa, 904-0495, Japan
| |
Collapse
|
3
|
Tomov L, Chervenkov L, Miteva DG, Batselova H, Velikova T. Applications of time series analysis in epidemiology: Literature review and our experience during COVID-19 pandemic. World J Clin Cases 2023; 11:6974-6983. [PMID: 37946767 PMCID: PMC10631421 DOI: 10.12998/wjcc.v11.i29.6974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/12/2023] [Accepted: 09/04/2023] [Indexed: 10/13/2023] Open
Abstract
Time series analysis is a valuable tool in epidemiology that complements the classical epidemiological models in two different ways: Prediction and forecast. Prediction is related to explaining past and current data based on various internal and external influences that may or may not have a causative role. Forecasting is an exploration of the possible future values based on the predictive ability of the model and hypothesized future values of the external and/or internal influences. The time series analysis approach has the advantage of being easier to use (in the cases of more straightforward and linear models such as Auto-Regressive Integrated Moving Average). Still, it is limited in forecasting time, unlike the classical models such as Susceptible-Exposed-Infectious-Removed. Its applicability in forecasting comes from its better accuracy for short-term prediction. In its basic form, it does not assume much theoretical knowledge of the mechanisms of spreading and mutating pathogens or the reaction of people and regulatory structures (governments, companies, etc.). Instead, it estimates from the data directly. Its predictive ability allows testing hypotheses for different factors that positively or negatively contribute to the pandemic spread; be it school closures, emerging variants, etc. It can be used in mortality or hospital risk estimation from new cases, seroprevalence studies, assessing properties of emerging variants, and estimating excess mortality and its relationship with a pandemic.
Collapse
Affiliation(s)
- Latchezar Tomov
- Department of Informatics, New Bulgarian University, Sofia 1618, Bulgaria
| | - Lyubomir Chervenkov
- Department of Diagnostic Imaging, Medical University Plovdiv, Plovdiv 4000, Bulgaria
| | - Dimitrina Georgieva Miteva
- Department of Genetics, Faculty of Biology, Sofia University "St. Kliment Ohridski", Sofia 1164, Bulgaria
| | - Hristiana Batselova
- Department of Epidemiology and Disaster Medicine, Medical University, University Hospital "St George", Plovdiv 4000, Bulgaria
| | - Tsvetelina Velikova
- Department of Medical Faculty, Sofia University, St. Kliment Ohridski, Sofia 1407, Bulgaria
| |
Collapse
|
4
|
Soriano-Arandes A, Brett A, Buonsenso D, Emilsson L, de la Fuente Garcia I, Gkentzi D, Helve O, Kepp KP, Mossberg M, Muka T, Munro A, Papan C, Perramon-Malavez A, Schaltz-Buchholzer F, Smeesters PR, Zimmermann P. Policies on children and schools during the SARS-CoV-2 pandemic in Western Europe. Front Public Health 2023; 11:1175444. [PMID: 37564427 PMCID: PMC10411527 DOI: 10.3389/fpubh.2023.1175444] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/26/2023] [Indexed: 08/12/2023] Open
Abstract
During the pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), mitigation policies for children have been a topic of considerable uncertainty and debate. Although some children have co-morbidities which increase their risk for severe coronavirus disease (COVID-19), and complications such as multisystem inflammatory syndrome and long COVID, most children only get mild COVID-19. On the other hand, consistent evidence shows that mass mitigation measures had enormous adverse impacts on children. A central question can thus be posed: What amount of mitigation should children bear, in response to a disease that is disproportionally affecting older people? In this review, we analyze the distinct child versus adult epidemiology, policies, mitigation trade-offs and outcomes in children in Western Europe. The highly heterogenous European policies applied to children compared to adults did not lead to significant measurable differences in outcomes. Remarkably, the relative epidemiological importance of transmission from school-age children to other age groups remains uncertain, with current evidence suggesting that schools often follow, rather than lead, community transmission. Important learning points for future pandemics are summarized.
Collapse
Affiliation(s)
- Antoni Soriano-Arandes
- Pediatric Infectious Diseases and Immunodeficiencies Unit, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Ana Brett
- Infectious Diseases Unit and Emergency Service, Hospital Pediátrico, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Danilo Buonsenso
- Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Milan, Italy
| | - Louise Emilsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Solna, Sweden
- Department of General Practice, Institute of Health and Society, University of Oslo, Oslo, Norway
| | - Isabel de la Fuente Garcia
- Pediatric Infectious Diseases, National Pediatric Center, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
| | - Despoina Gkentzi
- Department of Paediatrics, Patras Medical School, Patras, Greece
| | - Otto Helve
- Department of Health Security, Institute for Health and Welfare, Helsinki, Finland
- Pediatric Research Center, Children's Hospital, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Kasper P. Kepp
- Section of Biophysical and Biomedicinal Chemistry, DTU Chemistry, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Maria Mossberg
- Department of Pediatrics, Clinical Sciences Lund, Lund University, Lund, Sweden
| | - Taulant Muka
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Epistudia, Bern, Switzerland
| | - Alasdair Munro
- NIHR Southampton Clinical Research Facility and Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom
- Faculty of Medicine, Institute of Life Sciences, University of Southampton, Southampton, United Kingdom
| | - Cihan Papan
- Institute for Hygiene and Public Health, University Hospital Bonn, Bonn, Germany
| | - Aida Perramon-Malavez
- Computational Biology and Complex Systems (BIOCOM-SC) Group, Department of Physics, Universitat Politècnica de Catalunya (UPC·BarcelonaTech), Barcelona, Spain
| | | | - Pierre R. Smeesters
- Department of Pediatrics, University Hospital Brussels, Academic Children’s Hospital Queen Fabiola, Université Libre de Bruxelles, Brussels, Belgium
- Molecular Bacteriology Laboratory, Université Libre de Bruxelles, Brussels, Belgium
| | - Petra Zimmermann
- Department of Community Health, Faculty of Science and Medicine, University of Fribourg, Fribourg, Switzerland
- Department of Paediatrics, Fribourg Hospital, Fribourg, Switzerland
| |
Collapse
|
5
|
Milighetti M, Peng Y, Tan C, Mark M, Nageswaran G, Byrne S, Ronel T, Peacock T, Mayer A, Chandran A, Rosenheim J, Whelan M, Yao X, Liu G, Felce SL, Dong T, Mentzer AJ, Knight JC, Balloux F, Greenstein E, Reich-Zeliger S, Pade C, Gibbons JM, Semper A, Brooks T, Otter A, Altmann DM, Boyton RJ, Maini MK, McKnight A, Manisty C, Treibel TA, Moon JC, Noursadeghi M, Chain B. Large clones of pre-existing T cells drive early immunity against SARS-COV-2 and LCMV infection. iScience 2023; 26:106937. [PMID: 37275518 PMCID: PMC10201888 DOI: 10.1016/j.isci.2023.106937] [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: 02/08/2023] [Revised: 04/14/2023] [Accepted: 05/17/2023] [Indexed: 06/07/2023] Open
Abstract
T cell responses precede antibody and may provide early control of infection. We analyzed the clonal basis of this rapid response following SARS-COV-2 infection. We applied T cell receptor (TCR) sequencing to define the trajectories of individual T cell clones immediately. In SARS-COV-2 PCR+ individuals, a wave of TCRs strongly but transiently expand, frequently peaking the same week as the first positive PCR test. These expanding TCR CDR3s were enriched for sequences functionally annotated as SARS-COV-2 specific. Epitopes recognized by the expanding TCRs were highly conserved between SARS-COV-2 strains but not with circulating human coronaviruses. Many expanding CDR3s were present at high frequency in pre-pandemic repertoires. Early response TCRs specific for lymphocytic choriomeningitis virus epitopes were also found at high frequency in the preinfection naive repertoire. High-frequency naive precursors may allow the T cell response to respond rapidly during the crucial early phases of acute viral infection.
Collapse
Affiliation(s)
- Martina Milighetti
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Yanchun Peng
- MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Cedric Tan
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Michal Mark
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Gayathri Nageswaran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Suzanne Byrne
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Tahel Ronel
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Tom Peacock
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Andreas Mayer
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Aneesh Chandran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Matthew Whelan
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Xuan Yao
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Guihai Liu
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Suet Ling Felce
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Tao Dong
- MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | | | - Julian C Knight
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Francois Balloux
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Erez Greenstein
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Shlomit Reich-Zeliger
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Amanda Semper
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Tim Brooks
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Ashley Otter
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London SW7 2BX, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, London W12 0NN, UK
- Lung Division, Royal Brompton Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Aine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Charlotte Manisty
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - Thomas A Treibel
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - James C Moon
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Benny Chain
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| |
Collapse
|
6
|
Richter E, Liebl D, Schulte B, Lehmann N, Fuhrmann C, Jöckel KH, Ioannidis JPA, Streeck H. Analysis of fatality impact and seroprevalence surveys in a community sustaining a SARS-CoV-2 superspreading event. Sci Rep 2023; 13:5440. [PMID: 37012282 PMCID: PMC10069345 DOI: 10.1038/s41598-023-32441-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 03/28/2023] [Indexed: 04/05/2023] Open
Abstract
There is an ongoing debate on the COVID-19 infection fatality rate (IFR) and the impact of COVID-19 on overall population mortality. Here, we addressed these issues in a community in Germany with a major superspreader event analyzing deaths over time and auditing death certificates in the community.18 deaths that occurred within the first six months of the pandemic had a positive test for SARS-CoV-2. Six out of 18 deaths had non-COVID-19 related causes of death (COD). Individuals with COVID-19 COD typically died of respiratory failure (75%) and tended to have fewer reported comorbidities (p = 0.029). Duration between first confirmed infection and death was negatively associated with COVID-19 being COD (p = 0.04). Repeated seroprevalence essays in a cross-sectional epidemiological study showed modest increases in seroprevalence over time, and substantial seroreversion (30%). IFR estimates accordingly varied depending on COVID-19 death attribution. Careful ascertainment of COVID-19 deaths is important in understanding the impact of the pandemic.
Collapse
Affiliation(s)
- Enrico Richter
- Institute of Virology, University Hospital, University of Bonn, Bonn, Germany
- German Center for Infection Research (DZIF), partner site Bonn-Cologne, Bonn, Germany
| | - Dominik Liebl
- Institute of Finance and Statistics and Hausdorff Center for Mathematics, University of Bonn, Bonn, Germany
| | - Bianca Schulte
- Institute of Virology, University Hospital, University of Bonn, Bonn, Germany
- German Center for Infection Research (DZIF), partner site Bonn-Cologne, Bonn, Germany
| | - Nils Lehmann
- Institute of Medical Informatics, Biometry und Epidemiology (IMIBE), University Hospital Essen, Essen, Germany
| | - Christine Fuhrmann
- Clinical Study Core Unit, Study Center Bonn (SZB), Institute of Clinical Chemistry and Clinical Pharmacology, University Hospital Bonn, Bonn, Germany
| | - Karl-Heinz Jöckel
- Institute of Medical Informatics, Biometry und Epidemiology (IMIBE), University Hospital Essen, Essen, Germany
| | - John P A Ioannidis
- Departments of Medicine, of Epidemiology and Population Health, of Biomedical Data Science, and of Statistics, Stanford University, Stanford, USA
| | - Hendrik Streeck
- Institute of Virology, University Hospital, University of Bonn, Bonn, Germany.
- German Center for Infection Research (DZIF), partner site Bonn-Cologne, Bonn, Germany.
| |
Collapse
|
7
|
Beahm DR, Deng Y, DeAngelo TM, Sarpeshkar R. Drug Cocktail Formulation via Circuit Design. IEEE TRANSACTIONS ON MOLECULAR, BIOLOGICAL, AND MULTI-SCALE COMMUNICATIONS 2023; 9:28-48. [PMID: 37397625 PMCID: PMC10312325 DOI: 10.1109/tmbmc.2023.3246928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Electronic circuits intuitively visualize and quantitatively simulate biological systems with nonlinear differential equations that exhibit complicated dynamics. Drug cocktail therapies are a powerful tool against diseases that exhibit such dynamics. We show that just six key states, which are represented in a feedback circuit, enable drug-cocktail formulation: 1) healthy cell number; 2) infected cell number; 3) extracellular pathogen number; 4) intracellular pathogenic molecule number; 5) innate immune system strength; and 6) adaptive immune system strength. To enable drug cocktail formulation, the model represents the effects of the drugs in the circuit. For example, a nonlinear feedback circuit model fits measured clinical data, represents cytokine storm and adaptive autoimmune behavior, and accounts for age, sex, and variant effects for SARS-CoV-2 with few free parameters. The latter circuit model provided three quantitative insights on the optimal timing and dosage of drug components in a cocktail: 1) antipathogenic drugs should be given early in the infection, but immunosuppressant timing involves a tradeoff between controlling pathogen load and mitigating inflammation; 2) both within and across-class combinations of drugs have synergistic effects; 3) if they are administered sufficiently early in the infection, anti-pathogenic drugs are more effective at mitigating autoimmune behavior than immunosuppressant drugs.
Collapse
Affiliation(s)
| | - Yijie Deng
- Thayer School or Engineering, Dartmouth College, Hanover, NH 03755 USA
| | - Thomas M DeAngelo
- Thayer School or Engineering, Dartmouth College, Hanover, NH 03755 USA
| | - Rahul Sarpeshkar
- Departments of Engineering, Physics, Microbiology & Immunobiology, and Molecular & Systems Biology, Dartmouth College, Hanover, NH 03755 USA
| |
Collapse
|
8
|
Epitope Coverage of Anti-SARS-CoV-2 Nucleocapsid IgA and IgG Antibodies Correlates with Protection against Re-Infection by New Variants in Subsequent Waves of the COVID-19 Pandemic. Viruses 2023; 15:v15020584. [PMID: 36851798 PMCID: PMC9967965 DOI: 10.3390/v15020584] [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: 12/23/2022] [Revised: 02/10/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
The COVID-19 pandemic continues to affect individuals across the globe, with some individuals experiencing more severe disease than others. The relatively high frequency of re-infections and breakthrough infections observed with SARS-CoV-2 highlights the importance of extending our understanding of immunity to COVID-19. Here, we aim to shed light on the importance of antibody titres and epitope utilization in protection from re-infection. Health care workers are highly exposed to SARS-CoV-2 and are therefore also more likely to become re-infected. We utilized quantitative, multi-antigen, multi-epitope SARS-CoV-2 protein microarrays to measure IgG and IgA titres against various domains of the nucleocapsid and spike proteins. Potential re-infections in a large, diverse health care worker cohort (N = 300) during the second wave of the pandemic were identified by assessing the IgG anti-N titres before and after the second wave. We assessed epitope coverage and antibody titres between the 'single infection' and 're-infection' groups. Clear differences were observed in the breadth of the anti-N response before the second wave, with the epitope coverage for both IgG (p = 0.019) and IgA (p = 0.015) being significantly increased in those who did not become re-infected compared to those who did. Additionally, the IgG anti-N (p = 0.004) and anti-S titres (p = 0.018) were significantly higher in those not re-infected. These results highlight the importance of the breadth of elicited antibody epitope coverage following natural infection in protection from re-infection and disease in the COVID-19 pandemic.
Collapse
|
9
|
Townsend JP, Hassler HB, Dornburg A. Infection by SARS-CoV-2 with alternate frequencies of mRNA vaccine boosting. J Med Virol 2023; 95:e28461. [PMID: 36602045 DOI: 10.1002/jmv.28461] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 12/16/2022] [Accepted: 12/26/2022] [Indexed: 01/06/2023]
Abstract
One of the most consequential unknowns of the COVID-19 pandemic is the frequency at which vaccine boosting provides sufficient protection from infection. We quantified the statistical likelihood of breakthrough infections over time following different boosting schedules with messenger RNA (mRNA)-1273 (Moderna) and BNT162b2 (Pfizer-BioNTech). We integrated anti-Spike IgG antibody optical densities with profiles of the waning of antibodies and corresponding probabilities of infection associated with coronavirus endemic transmission. Projecting antibody levels over time given boosting every 6 months, 1, 1.5, 2, or 3 years yielded respective probabilities of fending off infection over a 6-year span of >93%, 75%, 55%, 40%, and 24% (mRNA-1273) and >89%, 69%, 49%, 36%, and 23% (BNT162b2). Delaying the administration of updated boosters has bleak repercussions. It increases the probability of individual infection by SARS-CoV-2, and correspondingly, ongoing disease spread, prevalence, morbidity, hospitalization, and mortality. Instituting regular, population-wide booster vaccination updated to predominant variants has the potential to substantially forestall-and with global, widespread uptake, eliminate-COVID-19.
Collapse
Affiliation(s)
- Jeffrey P Townsend
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA.,Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, USA.,Program in Computational Biology and Bioinformatics, Yale University, New Haven, Connecticut, USA.,Program in Microbiology, Yale University, New Haven, Connecticut, USA
| | - Hayley B Hassler
- Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA
| | - Alex Dornburg
- Department of Bioinformatics and Genomics, University of North Carolina, Charlotte, North Carolina, USA
| |
Collapse
|
10
|
Neuhauser H, Rosario AS, Butschalowsky H, Haller S, Hoebel J, Michel J, Nitsche A, Poethko-Müller C, Prütz F, Schlaud M, Steinhauer HW, Wilking H, Wieler LH, Schaade L, Liebig S, Gößwald A, Grabka MM, Zinn S, Ziese T. Nationally representative results on SARS-CoV-2 seroprevalence and testing in Germany at the end of 2020. Sci Rep 2022; 12:19492. [PMID: 36376417 PMCID: PMC9662125 DOI: 10.1038/s41598-022-23821-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 11/07/2022] [Indexed: 11/16/2022] Open
Abstract
Pre-vaccine SARS-CoV-2 seroprevalence data from Germany are scarce outside hotspots, and socioeconomic disparities remained largely unexplored. The nationwide representative RKI-SOEP study (15,122 participants, 18-99 years, 54% women) investigated seroprevalence and testing in a supplementary wave of the Socio-Economic-Panel conducted predominantly in October-November 2020. Self-collected oral-nasal swabs were PCR-positive in 0.4% and Euroimmun anti-SARS-CoV-2-S1-IgG ELISA from dry-capillary-blood antibody-positive in 1.3% (95% CI 0.9-1.7%, population-weighted, corrected for sensitivity = 0.811, specificity = 0.997). Seroprevalence was 1.7% (95% CI 1.2-2.3%) when additionally correcting for antibody decay. Overall infection prevalence including self-reports was 2.1%. We estimate 45% (95% CI 21-60%) undetected cases and lower detection in socioeconomically deprived districts. Prior SARS-CoV-2 testing was reported by 18% from the lower educational group vs. 25% and 26% from the medium and high educational group (p < 0.001, global test over three categories). Symptom-triggered test frequency was similar across educational groups. Routine testing was more common in low-educated adults, whereas travel-related testing and testing after contact with infected persons was more common in highly educated groups. This countrywide very low pre-vaccine seroprevalence in Germany at the end of 2020 can serve to evaluate the containment strategy. Our findings on social disparities indicate improvement potential in pandemic planning for people in socially disadvantaged circumstances.
Collapse
Affiliation(s)
- Hannelore Neuhauser
- Robert Koch Institute, Berlin, Germany.
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, General-Pape-Str. 62-66, 12101, Berlin, Germany.
| | | | | | | | | | | | | | | | | | | | - Hans W Steinhauer
- Socio-Economic Panel, German Institute for Economic Research, Berlin, Germany
| | | | | | | | - Stefan Liebig
- Socio-Economic Panel, German Institute for Economic Research, Berlin, Germany
- SOEP & Department of Political and Social Sciences, Free University, Berlin, Germany
| | | | - Markus M Grabka
- Socio-Economic Panel, German Institute for Economic Research, Berlin, Germany
| | - Sabine Zinn
- Socio-Economic Panel, German Institute for Economic Research, Berlin, Germany
- SOEP & Department of Social Sciences, Humboldt University, Berlin, Germany
| | | |
Collapse
|
11
|
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: 13] [Impact Index Per Article: 6.5] [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.
Collapse
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
| |
Collapse
|
12
|
Stolfi P, Castiglione F, Mastrostefano E, Di Biase I, Di Biase S, Palmieri G, Prisco A. In-silico evaluation of adenoviral COVID-19 vaccination protocols: Assessment of immunological memory up to 6 months after the third dose. Front Immunol 2022; 13:998262. [PMID: 36353634 PMCID: PMC9639861 DOI: 10.3389/fimmu.2022.998262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/22/2022] [Indexed: 11/25/2022] Open
Abstract
Background The immune response to adenoviral COVID-19 vaccines is affected by the interval between doses. The optimal interval is unknown. Aim We aim to explore in-silico the effect of the interval between vaccine administrations on immunogenicity and to analyze the contribution of pre-existing levels of antibodies, plasma cells, and memory B and T lymphocytes. Methods We used a stochastic agent-based immune simulation platform to simulate two-dose and three-dose vaccination protocols with an adenoviral vaccine. We identified the model’s parameters fitting anti-Spike antibody levels from individuals immunized with the COVID-19 vaccine AstraZeneca (ChAdOx1-S, Vaxzevria). We used several statistical methods, such as principal component analysis and binary classification, to analyze the correlation between pre-existing levels of antibodies, plasma cells, and memory B and T cells to the magnitude of the antibody response following a booster dose. Results and conclusions We find that the magnitude of the antibody response to a booster depends on the number of pre-existing memory B cells, which, in turn, is highly correlated to the number of T helper cells and plasma cells, and the antibody titers. Pre-existing memory T cytotoxic cells and antibodies directly influence antigen availability hence limiting the magnitude of the immune response. The optimal immunogenicity of the third dose is achieved over a large time window, spanning from 6 to 16 months after the second dose. Interestingly, after any vaccine dose, individuals can be classified into two groups, sustainers and decayers, that differ in the kinetics of decline of their antibody titers due to differences in long-lived plasma cells. This suggests that the decayers may benefit from a tailored boosting schedule with a shorter interval to avoid the temporary loss of serological immunity.
Collapse
Affiliation(s)
- Paola Stolfi
- Institute for Applied Computing, National Research Council of Italy, Rome, Italy
| | - Filippo Castiglione
- Institute for Applied Computing, National Research Council of Italy, Rome, Italy
| | - Enrico Mastrostefano
- Institute for Applied Computing, National Research Council of Italy, Rome, Italy
- *Correspondence: Enrico Mastrostefano, ; Antonella Prisco,
| | | | | | - Gianna Palmieri
- Institute of Biosciences and BioResources, National Research Council, Naples, Italy
| | - Antonella Prisco
- Institute of Genetics and Biophysics, National Research Council, Naples, Italy
- *Correspondence: Enrico Mastrostefano, ; Antonella Prisco,
| |
Collapse
|
13
|
Doykov I, Baldwin T, Spiewak J, Gilmour KC, Gibbons JM, Pade C, Reynolds CJ, Áine McKnight, Noursadeghi M, Maini MK, Manisty C, Treibel T, Captur G, Fontana M, Boyton RJ, Altmann DM, Brooks T, Semper A, Moon JC, Kevin Mills, Heywood WE, Abiodun A, Alfarih M, Alldis Z, Altmann DM, Amin OE, Andiapen M, Artico J, Augusto JB, Baca GL, Bailey SN, Bhuva AN, Boulter A, Bowles R, Boyton RJ, Bracken OV, O’Brien B, Brooks T, Bullock N, Butler DK, Captur G, Carr O, Champion N, Chan C, Chandran A, Coleman T, Couto de Sousa J, Couto-Parada X, Cross E, Cutino-Moguel T, D’Arcangelo S, Davies RH, Douglas B, Di Genova C, Dieobi-Anene K, Diniz MO, Ellis A, Feehan K, Finlay M, Fontana M, Forooghi N, Francis S, Gibbons JM, Gillespie D, Gilroy D, Hamblin M, Harker G, Hemingway G, Hewson J, Heywood W, Hickling LM, Hicks B, Hingorani AD, Howes L, Itua I, Jardim V, Lee WYJ, Jensen M, Jones J, Jones M, Joy G, Kapil V, Kelly C, Kurdi H, Lambourne J, Lin KM, Liu S, Lloyd A, Louth S, Maini MK, Mandadapu V, Manisty C, McKnight Á, Menacho K, Mfuko C, Mills K, Millward S, Mitchelmore O, Moon C, Moon J, Sandoval DM, Murray SM, Noursadeghi M, Otter A, Pade C, Palma S, Parker R, Patel K, Pawarova M, Petersen SE, Piniera B, Pieper FP, Rannigan L, Rapala A, Reynolds CJ, Richards A, Robathan M, Rosenheim J, Rowe C, Royds M, West JS, Sambile G, Schmidt NM, Selman H, Semper A, Seraphim A, Simion M, Smit A, Sugimoto M, Swadling L, Taylor S, Temperton N, Thomas S, Thornton GD, Treibel TA, Tucker A, Varghese A, Veerapen J, Vijayakumar M, Warner T, Welch S, White H, Wodehouse T, Wynne L, Zahedi D. Quantitative, multiplexed, targeted proteomics for ascertaining variant specific SARS-CoV-2 antibody response. CELL REPORTS METHODS 2022; 2:100279. [PMID: 35975199 PMCID: PMC9372021 DOI: 10.1016/j.crmeth.2022.100279] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 06/24/2022] [Accepted: 08/05/2022] [Indexed: 02/09/2023]
Abstract
Determining the protection an individual has to severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) variants of concern (VoCs) is crucial for future immune surveillance, vaccine development, and understanding of the changing immune response. We devised an informative assay to current ELISA-based serology using multiplexed, baited, targeted proteomics for direct detection of multiple proteins in the SARS-CoV-2 anti-spike antibody immunocomplex. Serum from individuals collected after infection or first- and second-dose vaccination demonstrates this approach and shows concordance with existing serology and neutralization. Our assays show altered responses of both immunoglobulins and complement to the Alpha (B.1.1.7), Beta (B.1.351), and Delta (B.1.617.1) VoCs and a reduced response to Omicron (B1.1.1529). We were able to identify individuals who had prior infection, and observed that C1q is closely associated with IgG1 (r > 0.82) and may better reflect neutralization to VoCs. Analyzing additional immunoproteins beyond immunoglobulin (Ig) G, provides important information about our understanding of the response to infection and vaccination.
Collapse
Affiliation(s)
- Ivan Doykov
- Translational Mass Spectrometry Research Group, Genetics & Genomic Medicine Department, UCL Institute of Child Health, London, UK.,Great Ormond Street Biomedical Research Centre, UCL Institute of Child Health London
| | - Tomas Baldwin
- Translational Mass Spectrometry Research Group, Genetics & Genomic Medicine Department, UCL Institute of Child Health, London, UK
| | - Justyna Spiewak
- Translational Mass Spectrometry Research Group, Genetics & Genomic Medicine Department, UCL Institute of Child Health, London, UK
| | - Kimberly C Gilmour
- Great Ormond Street Children's Hospital NHS Foundation Trust, Great Ormond Street, London WC1N 3JH, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | | | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London, UK
| | - Charlotte Manisty
- St. Bartholomew's Hospital, Barts Health NHS Trust, London, UK.,Institute of Cardiovascular Science, University College London, London, UK
| | - Thomas Treibel
- St. Bartholomew's Hospital, Barts Health NHS Trust, London, UK.,Institute of Cardiovascular Science, University College London, London, UK
| | - Gabriella Captur
- Institute of Cardiovascular Science, University College London, London, UK.,Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
| | - Marianna Fontana
- Institute of Cardiovascular Science, University College London, London, UK.,Royal Free London NHS Foundation Trust, Pond Street, London NW3 2QG, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, London, UK.,Lung Division, Royal Brompton and Harefield Hospitals, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Tim Brooks
- UK Health Security Agency, Porton Down, UK
| | | | | | - James C Moon
- St. Bartholomew's Hospital, Barts Health NHS Trust, London, UK.,Institute of Cardiovascular Science, University College London, London, UK
| | - Kevin Mills
- Translational Mass Spectrometry Research Group, Genetics & Genomic Medicine Department, UCL Institute of Child Health, London, UK.,Great Ormond Street Biomedical Research Centre, UCL Institute of Child Health London
| | - Wendy E Heywood
- Translational Mass Spectrometry Research Group, Genetics & Genomic Medicine Department, UCL Institute of Child Health, London, UK.,Great Ormond Street Biomedical Research Centre, UCL Institute of Child Health London
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
14
|
SARS-CoV-2 antibody persistence after five and twelve months: A cohort study from South-Eastern Norway. PLoS One 2022; 17:e0264667. [PMID: 35947589 PMCID: PMC9365168 DOI: 10.1371/journal.pone.0264667] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 07/27/2022] [Indexed: 11/20/2022] Open
Abstract
Objectives To assess total antibody levels against Severe Acute Respiratory Syndrome CoronaVirus 2 (SARS CoV-2) spike protein up to 12 months after Coronavirus Disease (COVID-19) infection in non-vaccinated individuals and the possible predictors of antibody persistence. Methods This is the first part of a prospective multi-centre cohort study. Participants The study included SARS-CoV-2 real-time polymerase chain reaction (RT-PCR) positive and negative participants in South-Eastern Norway from February to December 2020. Possible predictors of SARS-CoV-2 total antibody persistence was assessed. The SARS-CoV-2 total antibody levels against spike protein were measured three to five months after PCR in 391 PCR-positive and 703 PCR-negative participants; 212 PCR-positive participants were included in follow-up measurements at 10 to 12 months. The participants completed a questionnaire including information about symptoms, comorbidities, allergies, body mass index (BMI), and hospitalisation. Primary outcome The SARS-CoV-2 total antibody levels against spike protein three to five and 10 to 12 months after PCR positive tests. Results SARS-CoV-2 total antibodies against spike protein were present in 366 (94%) non-vaccinated PCR-positive participants after three to five months, compared with nine (1%) PCR-negative participants. After 10 to 12 months, antibodies were present in 204 (96%) non-vaccinated PCR-positive participants. Of the PCR-positive participants, 369 (94%) were not hospitalised. The mean age of the PCR-positive participants was 48 years (SD 15, range 20–85) and 50% of them were male. BMI ≥ 25 kg/m2 was positively associated with decreased antibody levels (OR 2.34, 95% CI 1.06 to 5.42). Participants with higher age and self-reported initial fever with chills or sweating were less likely to have decreased antibody levels (age: OR 0.97, 95% CI 0.94 to 0.99; fever: OR 0.33, 95% CI 0.13 to 0.75). Conclusion Our results indicate that the level of SARS-CoV-2 total antibodies against spike protein persists for the vast majority of non-vaccinated PCR-positive persons at least 10 to 12 months after mild COVID-19.
Collapse
|
15
|
A lab-on-a-chip for the concurrent electrochemical detection of SARS-CoV-2 RNA and anti-SARS-CoV-2 antibodies in saliva and plasma. Nat Biomed Eng 2022; 6:968-978. [PMID: 35941191 PMCID: PMC9361916 DOI: 10.1038/s41551-022-00919-w] [Citation(s) in RCA: 90] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 07/01/2022] [Indexed: 12/19/2022]
Abstract
Rapid, accurate and frequent detection of the RNA of SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) and of serological host antibodies to the virus would facilitate the determination of the immune status of individuals who have Coronavirus disease 2019 (COVID-19), were previously infected by the virus, or were vaccinated against the disease. Here we describe the development and application of a 3D-printed lab-on-a-chip that concurrently detects, via multiplexed electrochemical outputs and within 2 h, SARS-CoV-2 RNA in saliva as well as anti-SARS-CoV-2 immunoglobulins in saliva spiked with blood plasma. The device automatedly extracts, concentrates and amplifies SARS-CoV-2 RNA from unprocessed saliva, and integrates the Cas12a-based enzymatic detection of SARS-CoV-2 RNA via isothermal nucleic acid amplification with a sandwich-based enzyme-linked immunosorbent assay on electrodes functionalized with the Spike S1, nucleocapsid and receptor-binding-domain antigens of SARS-CoV-2. Inexpensive microfluidic electrochemical sensors for performing multiplexed diagnostics at the point of care may facilitate the widespread monitoring of COVID-19 infection and immunity. A 3D-printed lab-on-a-chip allows for the concurrent rapid electrochemical detection of SARS-CoV-2 RNA in saliva and of anti-SARS-CoV-2 antibodies in saliva spiked with blood plasma.
Collapse
|
16
|
The durability of natural infection and vaccine-induced immunity against future infection by SARS-CoV-2. Proc Natl Acad Sci U S A 2022; 119:e2204336119. [PMID: 35858382 PMCID: PMC9351502 DOI: 10.1073/pnas.2204336119] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The durability of natural and vaccine-mediated immunity to future SARS-CoV-2 infection and the necessity of booster vaccination are crucial knowledge for pandemic response, yet these factors remain poorly understood. Here, we use comparative evolutionary approaches to estimate the durability of immunity and the likelihood of future infections over time following vaccination by messenger RNA (mRNA) and viral vector COVID-19 vaccines. These findings provide quantitative evidence supporting booster vaccination as a crucial approach toward the curtailment of breakthrough infections and reinfections. The durability of vaccine-mediated immunity to SARS-CoV-2, the durations to breakthrough infection, and the optimal timings of booster vaccination are crucial knowledge for pandemic response. Here, we applied comparative evolutionary analyses to estimate the durability of immunity and the likelihood of breakthrough infections over time following vaccination by BNT162b2 (Pfizer-BioNTech), mRNA-1273 (Moderna), ChAdOx1 (Oxford-AstraZeneca), and Ad26.COV2.S (Johnson & Johnson/Janssen). We evaluated anti-Spike (S) immunoglobulin G (IgG) antibody levels elicited by each vaccine relative to natural infection. We estimated typical trajectories of waning and corresponding infection probabilities, providing the distribution of times to breakthrough infection for each vaccine under endemic conditions. Peak antibody levels elicited by messenger RNA (mRNA) vaccines mRNA-1273 and BNT1262b2 exceeded that of natural infection and are expected to typically yield more durable protection against breakthrough infections (median 29.6 mo; 5 to 95% quantiles 10.9 mo to 7.9 y) than natural infection (median 21.5 mo; 5 to 95% quantiles 3.5 mo to 7.1 y). Relative to mRNA-1273 and BNT1262b2, viral vector vaccines ChAdOx1 and Ad26.COV2.S exhibit similar peak anti-S IgG antibody responses to that from natural infection and are projected to yield lower, shorter-term protection against breakthrough infection (median 22.4 mo and 5 to 95% quantiles 4.3 mo to 7.2 y; and median 20.5 mo and 5 to 95% quantiles 2.6 mo to 7.0 y; respectively). These results leverage the tools from evolutionary biology to provide a quantitative basis for otherwise unknown parameters that are fundamental to public health policy decision-making.
Collapse
|
17
|
Reynolds CJ, Pade C, Gibbons JM, Otter AD, Lin KM, Muñoz Sandoval D, Pieper FP, Butler DK, Liu S, Joy G, Forooghi N, Treibel TA, Manisty C, Moon JC, Semper A, Brooks T, McKnight Á, Altmann DM, Boyton RJ, Abbass H, Abiodun A, Alfarih M, Alldis Z, Altmann DM, Amin OE, Andiapen M, Artico J, Augusto JB, Baca GL, Bailey SNL, Bhuva AN, Boulter A, Bowles R, Boyton RJ, Bracken OV, O'Brien B, Brooks T, Bullock N, Butler DK, Captur G, Carr O, Champion N, Chan C, Chandran A, Coleman T, Couto de Sousa J, Couto-Parada X, Cross E, Cutino-Moguel T, D'Arcangelo S, Davies RH, Douglas B, Di Genova C, Dieobi-Anene K, Diniz MO, Ellis A, Feehan K, Finlay M, Fontana M, Forooghi N, Francis S, Gibbons JM, Gillespie D, Gilroy D, Hamblin M, Harker G, Hemingway G, Hewson J, Heywood W, Hickling LM, Hicks B, Hingorani AD, Howes L, Itua I, Jardim V, Lee WYJ, Jensen M, Jones J, Jones M, Joy G, Kapil V, Kelly C, Kurdi H, Lambourne J, Lin KM, Liu S, Lloyd A, Louth S, Maini MK, Mandadapu V, Manisty C, McKnight Á, Menacho K, Mfuko C, Mills K, Millward S, Mitchelmore O, Moon C, Moon J, Muñoz Sandoval D, Murray SM, Noursadeghi M, Otter A, Pade C, Palma S, Parker R, Patel K, Pawarova M, Petersen SE, Piniera B, Pieper FP, Rannigan L, Rapala A, Reynolds CJ, Richards A, Robathan M, Rosenheim J, Rowe C, Royds M, Sackville West J, Sambile G, Schmidt NM, Selman H, Semper A, Seraphim A, Simion M, Smit A, Sugimoto M, Swadling L, Taylor S, Temperton N, Thomas S, Thornton GD, Treibel TA, Tucker A, Varghese A, Veerapen J, Vijayakumar M, Warner T, Welch S, White H, Wodehouse T, Wynne L, Zahedi D, Chain B, Moon JC. Immune boosting by B.1.1.529 (Omicron) depends on previous SARS-CoV-2 exposure. Science 2022; 377:eabq1841. [PMID: 35699621 PMCID: PMC9210451 DOI: 10.1126/science.abq1841] [Citation(s) in RCA: 202] [Impact Index Per Article: 101.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 06/06/2022] [Indexed: 12/15/2022]
Abstract
The Omicron, or Pango lineage B.1.1.529, variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) carries multiple spike mutations with high transmissibility and partial neutralizing antibody (nAb) escape. Vaccinated individuals show protection against severe disease, often attributed to primed cellular immunity. We investigated T and B cell immunity against B.1.1.529 in triple BioNTech BNT162b2 messenger RNA-vaccinated health care workers (HCWs) with different SARS-CoV-2 infection histories. B and T cell immunity against previous variants of concern was enhanced in triple-vaccinated individuals, but the magnitude of T and B cell responses against B.1.1.529 spike protein was reduced. Immune imprinting by infection with the earlier B.1.1.7 (Alpha) variant resulted in less durable binding antibody against B.1.1.529. Previously infection-naïve HCWs who became infected during the B.1.1.529 wave showed enhanced immunity against earlier variants but reduced nAb potency and T cell responses against B.1.1.529 itself. Previous Wuhan Hu-1 infection abrogated T cell recognition and any enhanced cross-reactive neutralizing immunity on infection with B.1.1.529.
Collapse
Affiliation(s)
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | | | - Kai-Min Lin
- Department of Infectious Disease, Imperial College London, London, UK
| | | | | | - David K Butler
- Department of Infectious Disease, Imperial College London, London, UK
| | - Siyi Liu
- Department of Infectious Disease, Imperial College London, London, UK
| | - George Joy
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Nasim Forooghi
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Thomas A Treibel
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK.,Institute of Cardiovascular Science, University College London, London, UK
| | - Charlotte Manisty
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK.,Institute of Cardiovascular Science, University College London, London, UK
| | - James C Moon
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK.,Institute of Cardiovascular Science, University College London, London, UK
| | | | | | | | - Tim Brooks
- UK Health Security Agency, Porton Down, UK
| | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, London, UK.,Lung Division, Royal Brompton and Harefield Hospitals, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Balloux F, Tan C, Swadling L, Richard D, Jenner C, Maini M, van Dorp L. The past, current and future epidemiological dynamic of SARS-CoV-2. OXFORD OPEN IMMUNOLOGY 2022; 3:iqac003. [PMID: 35872966 PMCID: PMC9278178 DOI: 10.1093/oxfimm/iqac003] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 05/11/2022] [Accepted: 06/15/2022] [Indexed: 02/07/2023] Open
Abstract
SARS-CoV-2, the agent of the COVID-19 pandemic, emerged in late 2019 in China, and rapidly spread throughout the world to reach all continents. As the virus expanded in its novel human host, viral lineages diversified through the accumulation of around two mutations a month on average. Different viral lineages have replaced each other since the start of the pandemic, with the most successful Alpha, Delta and Omicron variants of concern (VoCs) sequentially sweeping through the world to reach high global prevalence. Neither Alpha nor Delta was characterized by strong immune escape, with their success coming mainly from their higher transmissibility. Omicron is far more prone to immune evasion and spread primarily due to its increased ability to (re-)infect hosts with prior immunity. As host immunity reaches high levels globally through vaccination and prior infection, the epidemic is expected to transition from a pandemic regime to an endemic one where seasonality and waning host immunization are anticipated to become the primary forces shaping future SARS-CoV-2 lineage dynamics. In this review, we consider a body of evidence on the origins, host tropism, epidemiology, genomic and immunogenetic evolution of SARS-CoV-2 including an assessment of other coronaviruses infecting humans. Considering what is known so far, we conclude by delineating scenarios for the future dynamic of SARS-CoV-2, ranging from the good-circulation of a fifth endemic 'common cold' coronavirus of potentially low virulence, the bad-a situation roughly comparable with seasonal flu, and the ugly-extensive diversification into serotypes with long-term high-level endemicity.
Collapse
Affiliation(s)
- François Balloux
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Cedric Tan
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), 138672 Singapore, Singapore
| | - Leo Swadling
- Division of Infection and Immunity, University College London, London NW3 2PP, UK
| | - Damien Richard
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
- Division of Infection and Immunity, University College London, London NW3 2PP, UK
| | - Charlotte Jenner
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Mala Maini
- Division of Infection and Immunity, University College London, London NW3 2PP, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| |
Collapse
|
19
|
Sociodemographic disparities in COVID-19 seroprevalence across England in the Oxford RCGP primary care sentinel network. J Infect 2022; 84:814-824. [PMID: 35405169 PMCID: PMC8993757 DOI: 10.1016/j.jinf.2022.04.016] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2021] [Revised: 04/01/2022] [Accepted: 04/04/2022] [Indexed: 01/11/2023]
Abstract
OBJECTIVES To monitor changes in seroprevalence of SARS-CoV-2 antibodies in populations over time and between different demographic groups. METHODS A subset of practices in the Oxford-Royal College of General Practitioners (RCGP) Research and Surveillance Centre (RSC) sentinel network provided serum samples, collected when volunteer patients had routine blood tests. We tested these samples for SARS-CoV-2 antibodies using Abbott (Chicago, USA), Roche (Basel, Switzerland) and/or Euroimmun (Luebeck, Germany) assays, and linked the results to the patients' primary care computerised medical records. We report seropositivity by region and age group, and additionally examined the effects of gender, ethnicity, deprivation, rurality, shielding recommendation and smoking status. RESULTS We estimated seropositivity from patients aged 18-100 years old, which ranged from 4.1% (95% CI 3.1-5.3%) to 8.9% (95% CI 7.8-10.2%) across the different assays and time periods. We found higher Euroimmun seropositivity in younger age groups, people of Black and Asian ethnicity (compared to white), major conurbations, and non-smokers. We did not observe any significant effect by region, gender, deprivation, or shielding recommendation. CONCLUSIONS Our results suggest that prior to the vaccination programme, most of the population remained unexposed to SARS-CoV-2.
Collapse
|
20
|
Astbury S, Reynolds CJ, Butler DK, Muñoz‐Sandoval DC, Lin K, Pieper FP, Otter A, Kouraki A, Cusin L, Nightingale J, Vijay A, Craxford S, Aithal GP, Tighe PJ, Gibbons JM, Pade C, Joy G, Maini M, Chain B, Semper A, Brooks T, Ollivere BJ, McKnight Á, Noursadeghi M, Treibel TA, Manisty C, Moon JC, Valdes AM, Boyton RJ, Altmann DM. HLA-DR polymorphism in SARS-CoV-2 infection and susceptibility to symptomatic COVID-19. Immunology 2022; 166:68-77. [PMID: 35156709 PMCID: PMC9111350 DOI: 10.1111/imm.13450] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 01/26/2022] [Accepted: 01/28/2022] [Indexed: 12/15/2022] Open
Abstract
SARS-CoV-2 infection results in different outcomes ranging from asymptomatic infection to mild or severe disease and death. Reasons for this diversity of outcome include differences in challenge dose, age, gender, comorbidity and host genomic variation. Human leukocyte antigen (HLA) polymorphisms may influence immune response and disease outcome. We investigated the association of HLAII alleles with case definition symptomatic COVID-19, virus-specific antibody and T-cell immunity. A total of 1364 UK healthcare workers (HCWs) were recruited during the first UK SARS-CoV-2 wave and analysed longitudinally, encompassing regular PCR screening for infection, symptom reporting, imputation of HLAII genotype and analysis for antibody and T-cell responses to nucleoprotein (N) and spike (S). Of 272 (20%) HCW who seroconverted, the presence of HLA-DRB1*13:02 was associated with a 6·7-fold increased risk of case definition symptomatic COVID-19. In terms of immune responsiveness, HLA-DRB1*15:02 was associated with lower nucleocapsid T-cell responses. There was no association between DRB1 alleles and anti-spike antibody titres after two COVID vaccine doses. However, HLA DRB1*15:01 was associated with increased spike T-cell responses following both first and second dose vaccination. Trial registration: NCT04318314 and ISRCTN15677965.
Collapse
Affiliation(s)
- Stuart Astbury
- NIHR Nottingham Biomedical Research CentreNottingham University Hospitals NHS Trust and the University of NottinghamNottinghamUK
- Nottingham Digestive Diseases CentreSchool of MedicineUniversity of NottinghamNottinghamUK
| | | | - David K. Butler
- Department of Infectious DiseaseImperial College LondonLondonUK
| | | | - Kai‐Min Lin
- Department of Infectious DiseaseImperial College LondonLondonUK
| | | | - Ashley Otter
- National Infection ServicePublic Health EnglandPorton DownUK
| | - Afroditi Kouraki
- Division of Rheumatology, Orthopaedics and DermatologySchool of MedicineUniversity of NottinghamNottinghamUK
| | - Lola Cusin
- School of Life SciencesUniversity of NottinghamNottinghamUK
| | - Jessica Nightingale
- Division of Rheumatology, Orthopaedics and DermatologySchool of MedicineUniversity of NottinghamNottinghamUK
| | - Amrita Vijay
- Division of Rheumatology, Orthopaedics and DermatologySchool of MedicineUniversity of NottinghamNottinghamUK
| | - Simon Craxford
- Division of Rheumatology, Orthopaedics and DermatologySchool of MedicineUniversity of NottinghamNottinghamUK
| | - Guruprasad P. Aithal
- NIHR Nottingham Biomedical Research CentreNottingham University Hospitals NHS Trust and the University of NottinghamNottinghamUK
- Nottingham Digestive Diseases CentreSchool of MedicineUniversity of NottinghamNottinghamUK
| | | | - Joseph M. Gibbons
- Barts and the London School of Medicine and DentistryBlizard InstituteQueen Mary University of LondonLondonUK
| | - Corinna Pade
- Barts and the London School of Medicine and DentistryBlizard InstituteQueen Mary University of LondonLondonUK
| | - George Joy
- Barts Heart CentreSt. Bartholomew's HospitalLondonUK
| | - Mala Maini
- Division of Infection and ImmunityUniversity College LondonLondonUK
| | - Benny Chain
- Division of Infection and ImmunityUniversity College LondonLondonUK
| | - Amanda Semper
- National Infection ServicePublic Health EnglandPorton DownUK
| | - Timothy Brooks
- National Infection ServicePublic Health EnglandPorton DownUK
| | - Benjamin J. Ollivere
- Division of Rheumatology, Orthopaedics and DermatologySchool of MedicineUniversity of NottinghamNottinghamUK
| | - Áine McKnight
- Barts and the London School of Medicine and DentistryBlizard InstituteQueen Mary University of LondonLondonUK
| | | | - Thomas A. Treibel
- Barts Heart CentreSt. Bartholomew's HospitalLondonUK
- Institute of Cardiovascular SciencesUniversity College LondonLondonUK
| | - Charlotte Manisty
- Barts Heart CentreSt. Bartholomew's HospitalLondonUK
- Institute of Cardiovascular SciencesUniversity College LondonLondonUK
| | - James C. Moon
- Barts Heart CentreSt. Bartholomew's HospitalLondonUK
- Institute of Cardiovascular SciencesUniversity College LondonLondonUK
| | - Ana M. Valdes
- NIHR Nottingham Biomedical Research CentreNottingham University Hospitals NHS Trust and the University of NottinghamNottinghamUK
- Division of Rheumatology, Orthopaedics and DermatologySchool of MedicineUniversity of NottinghamNottinghamUK
| | - Rosemary J. Boyton
- Department of Infectious DiseaseImperial College LondonLondonUK
- Lung DivisionRoyal Brompton and Harefield HospitalsGuy’s and St Thomas’ NHS Foundation TrustLondonUK
| | - Daniel M. Altmann
- Department of Immunology and InflammationImperial College LondonLondonUK
| |
Collapse
|
21
|
Choe PG, Hong J, Park J, Chang E, Kang CK, Kim NJ, Lee CH, Park WB, Oh MD. Persistent Antibody Responses up to 18 Months after Mild SARS-CoV-2 Infection. J Infect Dis 2022; 226:1224-1230. [PMID: 35299253 PMCID: PMC8992248 DOI: 10.1093/infdis/jiac099] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 03/16/2022] [Indexed: 11/16/2022] Open
Abstract
Background Humoral immunity to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) may wane rapidly in persons recovered from mild coronavirus disease 2019 (COVID-19), but little is known about the longevity. Methods Serum samples were obtained 8, 12, and 18 months after infection from 20 patients with mild COVID-19. The binding activities of serum antibodies (IgA, IgG, and IgM) against SARS-CoV-2 antigens of the Wuhan-1 reference strain (wild-type) and the B.1.1.7, P.1, B.1.167.2, and B.1.1.529 variants were measured by enzyme-linked immunosorbent assays. Neutralizing antibody titers were measured using a cytopathic effect-based live virus neutralization assay. Results Serum IgA and IgG antibodies against spike or receptor-binding domain (RBD) protein of wild-type SARS-CoV-2 were detected for up to 18 months, and neutralizing antibodies persisted for 8 to 18 months after infection. However, any significant antibody responses against RBD proteins of SARS-CoV-2 variants were not observed, and median neutralizing antibody titers against the Delta variant at 8, 12, and 18 months were 8–11 fold lower than against wild-type viruses (P < .001). Conclusions Humoral immunity persisted for up to 18 months after SARS-CoV-2 infection in patients with mild COVID-19. Humoral immune activity against more recently circulating variants, however, was reduced in this population.
Collapse
Affiliation(s)
- Pyoeng Gyun Choe
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jisu Hong
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Pharmacology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jiyoung Park
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Pharmacology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Euijin Chang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Chang Kyung Kang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Nam Joong Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Chang-Han Lee
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea.,Department of Pharmacology, Seoul National University College of Medicine, Seoul, Republic of Korea.,BK21 FOUR Biomedical Science Project, Seoul National University College of Medicine, Seoul, Republic of Korea.,Wide River Institute of Immunology, Seoul National University, Hongcheon, Republic of Korea
| | - Wan Beom Park
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Myoung-Don Oh
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| |
Collapse
|
22
|
Chandran A, Rosenheim J, Nageswaran G, Swadling L, Pollara G, Gupta RK, Burton AR, Guerra-Assunção JA, Woolston A, Ronel T, Pade C, Gibbons JM, Sanz-Magallon Duque De Estrada B, Robert de Massy M, Whelan M, Semper A, Brooks T, Altmann DM, Boyton RJ, McKnight Á, Captur G, Manisty C, Treibel TA, Moon JC, Tomlinson GS, Maini MK, Chain BM, Noursadeghi M. Rapid synchronous type 1 IFN and virus-specific T cell responses characterize first wave non-severe SARS-CoV-2 infections. Cell Rep Med 2022; 3:100557. [PMID: 35474751 PMCID: PMC8895494 DOI: 10.1016/j.xcrm.2022.100557] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 11/22/2021] [Accepted: 02/09/2022] [Indexed: 12/15/2022]
Abstract
Effective control of SARS-CoV-2 infection on primary exposure may reveal correlates of protective immunity to future variants, but we lack insights into immune responses before or at the time virus is first detected. We use blood transcriptomics, multiparameter flow cytometry, and T cell receptor (TCR) sequencing spanning the time of incident non-severe infection in unvaccinated virus-naive individuals to identify rapid type 1 interferon (IFN) responses common to other acute respiratory viruses and cell proliferation responses that discriminate SARS-CoV-2 from other viruses. These peak by the time the virus is first detected and sometimes precede virus detection. Cell proliferation is most evident in CD8 T cells and associated with specific expansion of SARS-CoV-2-reactive TCRs, in contrast to virus-specific antibodies, which lag by 1-2 weeks. Our data support a protective role for early type 1 IFN and CD8 T cell responses, with implications for development of universal T cell vaccines.
Collapse
Affiliation(s)
- Aneesh Chandran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Gayathri Nageswaran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Leo Swadling
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Gabriele Pollara
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Rishi K. Gupta
- Institute for Global Health, University College London, London WC1E 6BT, UK
| | - Alice R. Burton
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | | | - Annemarie Woolston
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Tahel Ronel
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Joseph M. Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | | | - Marc Robert de Massy
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Matthew Whelan
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Amanda Semper
- National Infection Service, Public Health England, Porton Down, Salisbury SP4 0JQ, UK
| | - Tim Brooks
- National Infection Service, Public Health England, Porton Down, Salisbury SP4 0JQ, UK
| | - Daniel M. Altmann
- Department of Immunology and Inflammation, Imperial College London, London SW7 2BX, UK
| | - Rosemary J. Boyton
- Department of Infectious Disease, Imperial College London, London SW7 2BX, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy’s and St Thomas' NHS Foundation Trust, London, UK
| | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Gabriella Captur
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
- MRC Unit for Lifelong Health and Ageing, University College London, London WC1E 6BT, UK
| | - Charlotte Manisty
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | | | - James C. Moon
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - Gillian S. Tomlinson
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Mala K. Maini
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Benjamin M. Chain
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - COVIDsortium Investigators
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
- Institute for Global Health, University College London, London WC1E 6BT, UK
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
- National Infection Service, Public Health England, Porton Down, Salisbury SP4 0JQ, UK
- Department of Immunology and Inflammation, Imperial College London, London SW7 2BX, UK
- Department of Infectious Disease, Imperial College London, London SW7 2BX, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy’s and St Thomas' NHS Foundation Trust, London, UK
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
- MRC Unit for Lifelong Health and Ageing, University College London, London WC1E 6BT, UK
| |
Collapse
|
23
|
Capaccione KM, McGroder C, Garcia CK, Fedyna S, Saqi A, Salvatore MM. COVID-19-induced pulmonary sarcoid: A case report and review of the literature. Clin Imaging 2022; 83:152-158. [PMID: 35051738 PMCID: PMC8755635 DOI: 10.1016/j.clinimag.2021.12.021] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/23/2021] [Accepted: 12/27/2021] [Indexed: 02/07/2023]
Abstract
Background The COVID-19 pandemic has resulted in dramatic loss of life worldwide, but as the large number of acutely ill patients subsides, the emerging group of “COVID-19 long-haulers” present a clinical challenge. Studies have shown that many of these patients suffer long-term pulmonary disease related to residual fibrosis. Prior studies have shown that while many patients have non-specific findings of fibrotic-like changes, others develop specific patterns of interstitial lung disease. Case report Here, we present the first case of a patient developing pulmonary sarcoidosis one year after critical illness from COVID-19. He developed numerous non-necrotizing and well-formed granulomas in mediastinal lymph nodes and pulmonary nodules, compatible radiographically and pathologically with sarcoid. Conclusions While the pathophysiology of sarcoid is incompletely understood, inflammation is mediated through the dysregulation of a number of different cytokines (IFNγ, IL-2, IL-12, IL-17, IL-22). This case provides valuable clues for better understanding of the shared pathophysiology of cytokine dysregulation seen in COVID-19 and other interstitial lung diseases such as sarcoidosis.
Collapse
Affiliation(s)
- Kathleen M Capaccione
- Division of Cardiothoracic Imaging, Department of Radiology, Columbia University Irving Medical Center, New York, NY, United States of America.
| | - Claire McGroder
- Division of Pulmonology, Allergy, and Critical Care, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States of America
| | - Christine Kim Garcia
- Division of Pulmonology, Allergy, and Critical Care, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States of America
| | - Sean Fedyna
- Division of Pulmonology, Allergy, and Critical Care, Department of Medicine, Columbia University Irving Medical Center, New York, NY, United States of America
| | - Anjali Saqi
- Department of Pathology & Cell Biology, Columbia University Irving Medical Center, NY, New York, United States of America
| | - Mary M Salvatore
- Division of Cardiothoracic Imaging, Department of Radiology, Columbia University Irving Medical Center, New York, NY, United States of America
| |
Collapse
|
24
|
Implementation and Extended Evaluation of the Euroimmun Anti-SARS-CoV-2 IgG Assay and Its Contribution to the United Kingdom's COVID-19 Public Health Response. Microbiol Spectr 2022; 10:e0228921. [PMID: 35196807 PMCID: PMC8865481 DOI: 10.1128/spectrum.02289-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In March 2020, the Rare and Imported Pathogens Laboratory at the UK Health Security Agency (UKHSA) (formerly Public Health England [PHE]) Porton Down, was tasked by the Department of Health and Social Care with setting up a national surveillance laboratory facility to study SARS-CoV-2 antibody responses and population-level sero-surveillance in response to the growing SARS-CoV-2 outbreak. In the following 12 months, the laboratory tested more than 160,000 samples, facilitating a wide range of research and informing UKHSA, DHSC, and UK government policy. Here we describe the implementation and use of the Euroimmun anti-SARS-CoV-2 IgG assay and provide an extended evaluation of its performance. We present a markedly improved overall sensitivity of 91.39% (≥14 days 92.74%, ≥21 days 93.59%) compared to our small-scale early study, and a specificity of 98.56%. In addition, we detail extended characteristics of the Euroimmun assay: intra- and interassay precision, correlation to neutralization, and assay linearity. IMPORTANCE Serology assays have been useful in determining those with previous SARS-CoV-2 infection in a wide range of research and serosurveillance projects. However, assays vary in their sensitivity at detecting SARS-CoV-2 antibodies. Here, we detail an extended evaluation and characterization of the Euroimmun anti-SARS-CoV-2 IgG assay, one that has been widely used within the United Kingdom on over 160,000 samples to date.
Collapse
|
25
|
Reynolds CJ, Gibbons JM, Pade C, Lin KM, Sandoval DM, Pieper F, Butler DK, Liu S, Otter AD, Joy G, Menacho K, Fontana M, Smit A, Kele B, Cutino-Moguel T, Maini MK, Noursadeghi M, Brooks T, Semper A, Manisty C, Treibel TA, Moon JC, McKnight Á, Altmann DM, Boyton RJ. Heterologous infection and vaccination shapes immunity against SARS-CoV-2 variants. Science 2022; 375:183-192. [PMID: 34855510 PMCID: PMC10186585 DOI: 10.1126/science.abm0811] [Citation(s) in RCA: 75] [Impact Index Per Article: 37.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 11/25/2021] [Indexed: 12/15/2022]
Abstract
The impact of the initial severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infecting strain on downstream immunity to heterologous variants of concern (VOCs) is unknown. Studying a longitudinal healthcare worker cohort, we found that after three antigen exposures (infection plus two vaccine doses), S1 antibody, memory B cells, and heterologous neutralization of B.1.351, P.1, and B.1.617.2 plateaued, whereas B.1.1.7 neutralization and spike T cell responses increased. Serology using the Wuhan Hu-1 spike receptor binding domain poorly predicted neutralizing immunity against VOCs. Neutralization potency against VOCs changed with heterologous virus encounter and number of antigen exposures. Neutralization potency fell differentially depending on targeted VOCs over the 5 months from the second vaccine dose. Heterologous combinations of spike encountered during infection and vaccination shape subsequent cross-protection against VOC, with implications for future-proof next-generation vaccines.
Collapse
Affiliation(s)
| | - Joseph M. Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Kai-Min Lin
- Department of Infectious Disease, Imperial College London, London, UK
| | | | - Franziska Pieper
- Department of Infectious Disease, Imperial College London, London, UK
| | - David K. Butler
- Department of Infectious Disease, Imperial College London, London, UK
| | - Siyi Liu
- Department of Infectious Disease, Imperial College London, London, UK
| | | | - George Joy
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
| | - Katia Menacho
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
| | | | | | - Beatrix Kele
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
| | | | - Mala K. Maini
- Division of Infection and Immunity, University College London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - COVIDsortium Immune Correlates Network‡
- Department of Infectious Disease, Imperial College London, London, UK
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- UK Health Security Agency, Porton Down, UK
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
- Royal Free London NHS Foundation Trust, London, UK
- Division of Infection and Immunity, University College London, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
- Department of Immunology and Inflammation, Imperial College London, London, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy’s and St. Thomas’ NHS Foundation Trust, London, UK
| | - Tim Brooks
- UK Health Security Agency, Porton Down, UK
| | | | - Charlotte Manisty
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Thomas A. Treibel
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - James C. Moon
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - COVIDsortium Investigators‡
- Department of Infectious Disease, Imperial College London, London, UK
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- UK Health Security Agency, Porton Down, UK
- St. Bartholomew’s Hospital, Barts Health NHS Trust, London, UK
- Royal Free London NHS Foundation Trust, London, UK
- Division of Infection and Immunity, University College London, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
- Department of Immunology and Inflammation, Imperial College London, London, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy’s and St. Thomas’ NHS Foundation Trust, London, UK
| | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Daniel M. Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Rosemary J. Boyton
- Department of Infectious Disease, Imperial College London, London, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy’s and St. Thomas’ NHS Foundation Trust, London, UK
| |
Collapse
|
26
|
Swadling L, Diniz MO, Schmidt NM, Amin OE, Chandran A, Shaw E, Pade C, Gibbons JM, Le Bert N, Tan AT, Jeffery-Smith A, Tan CCS, Tham CYL, Kucykowicz S, Aidoo-Micah G, Rosenheim J, Davies J, Johnson M, Jensen MP, Joy G, McCoy LE, Valdes AM, Chain BM, Goldblatt D, Altmann DM, Boyton RJ, Manisty C, Treibel TA, Moon JC, van Dorp L, Balloux F, McKnight Á, Noursadeghi M, Bertoletti A, Maini MK. Pre-existing polymerase-specific T cells expand in abortive seronegative SARS-CoV-2. Nature 2022; 601:110-117. [PMID: 34758478 PMCID: PMC8732273 DOI: 10.1038/s41586-021-04186-8] [Citation(s) in RCA: 240] [Impact Index Per Article: 120.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 10/27/2021] [Indexed: 12/15/2022]
Abstract
Individuals with potential exposure to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) do not necessarily develop PCR or antibody positivity, suggesting that some individuals may clear subclinical infection before seroconversion. T cells can contribute to the rapid clearance of SARS-CoV-2 and other coronavirus infections1-3. Here we hypothesize that pre-existing memory T cell responses, with cross-protective potential against SARS-CoV-2 (refs. 4-11), would expand in vivo to support rapid viral control, aborting infection. We measured SARS-CoV-2-reactive T cells, including those against the early transcribed replication-transcription complex (RTC)12,13, in intensively monitored healthcare workers (HCWs) who tested repeatedly negative according to PCR, antibody binding and neutralization assays (seronegative HCWs (SN-HCWs)). SN-HCWs had stronger, more multispecific memory T cells compared with a cohort of unexposed individuals from before the pandemic (prepandemic cohort), and these cells were more frequently directed against the RTC than the structural-protein-dominated responses observed after detectable infection (matched concurrent cohort). SN-HCWs with the strongest RTC-specific T cells had an increase in IFI27, a robust early innate signature of SARS-CoV-2 (ref. 14), suggesting abortive infection. RNA polymerase within RTC was the largest region of high sequence conservation across human seasonal coronaviruses (HCoV) and SARS-CoV-2 clades. RNA polymerase was preferentially targeted (among the regions tested) by T cells from prepandemic cohorts and SN-HCWs. RTC-epitope-specific T cells that cross-recognized HCoV variants were identified in SN-HCWs. Enriched pre-existing RNA-polymerase-specific T cells expanded in vivo to preferentially accumulate in the memory response after putative abortive compared to overt SARS-CoV-2 infection. Our data highlight RTC-specific T cells as targets for vaccines against endemic and emerging Coronaviridae.
Collapse
Affiliation(s)
- Leo Swadling
- Division of Infection and Immunity, University College London, London, UK.
| | - Mariana O Diniz
- Division of Infection and Immunity, University College London, London, UK
| | - Nathalie M Schmidt
- Division of Infection and Immunity, University College London, London, UK
| | - Oliver E Amin
- Division of Infection and Immunity, University College London, London, UK
| | - Aneesh Chandran
- Division of Infection and Immunity, University College London, London, UK
| | - Emily Shaw
- Division of Infection and Immunity, University College London, London, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Nina Le Bert
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
| | - Anthony T Tan
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
| | - Anna Jeffery-Smith
- Division of Infection and Immunity, University College London, London, UK
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Cedric C S Tan
- UCL Genetics Institute, University College London, London, UK
| | - Christine Y L Tham
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
| | | | | | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London, UK
| | - Jessica Davies
- Division of Infection and Immunity, University College London, London, UK
| | - Marina Johnson
- Great Ormond Street Institute of Child Health NIHR Biomedical Research Centre, University College London, London, UK
| | - Melanie P Jensen
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Department of Cellular Pathology, Northwest London Pathology, Imperial College London NHS Trust, London, UK
| | - George Joy
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Laura E McCoy
- Division of Infection and Immunity, University College London, London, UK
| | - Ana M Valdes
- Academic Rheumatology, Clinical Sciences, Nottingham City Hospital, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Benjamin M Chain
- Division of Infection and Immunity, University College London, London, UK
| | - David Goldblatt
- Great Ormond Street Institute of Child Health NIHR Biomedical Research Centre, University College London, London, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Lung Division, Royal Brompton & Harefield Hospitals, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Charlotte Manisty
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Thomas A Treibel
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - James C Moon
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | | | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - Antonio Bertoletti
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
- Singapore Immunology Network, A*STAR, Singapore, Singapore
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London, UK.
| |
Collapse
|
27
|
Does infection with or vaccination against SARS-CoV-2 lead to lasting immunity? THE LANCET. RESPIRATORY MEDICINE 2021; 9:1450-1466. [PMID: 34688434 PMCID: PMC8530467 DOI: 10.1016/s2213-2600(21)00407-0] [Citation(s) in RCA: 85] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 07/26/2021] [Accepted: 08/21/2021] [Indexed: 12/17/2022]
Abstract
Many nations are pursuing the rollout of SARS-CoV-2 vaccines as an exit strategy from unprecedented COVID-19-related restrictions. However, the success of this strategy relies critically on the duration of protective immunity resulting from both natural infection and vaccination. SARS-CoV-2 infection elicits an adaptive immune response against a large breadth of viral epitopes, although the duration of the response varies with age and disease severity. Current evidence from case studies and large observational studies suggests that, consistent with research on other common respiratory viruses, a protective immunological response lasts for approximately 5-12 months from primary infection, with reinfection being more likely given an insufficiently robust primary humoral response. Markers of humoral and cell-mediated immune memory can persist over many months, and might help to mitigate against severe disease upon reinfection. Emerging data, including evidence of breakthrough infections, suggest that vaccine effectiveness might be reduced significantly against emerging variants of concern, and hence secondary vaccines will need to be developed to maintain population-level protective immunity. Nonetheless, other interventions will also be required, with further outbreaks likely to occur due to antigenic drift, selective pressures for novel variants, and global population mobility.
Collapse
|
28
|
Debes AK, Xiao S, Colantuoni E, Egbert ER, Caturegli P, Gadala A, Milstone AM. Association of Vaccine Type and Prior SARS-CoV-2 Infection With Symptoms and Antibody Measurements Following Vaccination Among Health Care Workers. JAMA Intern Med 2021; 181:1660-1662. [PMID: 34398173 PMCID: PMC8369424 DOI: 10.1001/jamainternmed.2021.4580] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
This cohort study evaluates symptoms following vaccination and antibody measurements in hospital workers who received an mRNA SARS-CoV-2 vaccine and had prior SARS-CoV-2 infection.
Collapse
Affiliation(s)
- Amanda K Debes
- Johns Hopkins School of Public Health, Baltimore, Maryland
| | - Shaoming Xiao
- Johns Hopkins School of Public Health, Baltimore, Maryland
| | | | - Emily R Egbert
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | | | - Aaron M Milstone
- Johns Hopkins School of Public Health, Baltimore, Maryland.,Johns Hopkins University School of Medicine, Baltimore, Maryland.,Johns Hopkins Health System, Baltimore, Maryland
| |
Collapse
|
29
|
Zeiss CJ, Asher JL, Vander Wyk B, Allore HG, Compton SR. Modeling SARS-CoV-2 propagation using rat coronavirus-associated shedding and transmission. PLoS One 2021; 16:e0260038. [PMID: 34813610 PMCID: PMC8610237 DOI: 10.1371/journal.pone.0260038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 11/01/2021] [Indexed: 12/23/2022] Open
Abstract
At present, global immunity to SARS-CoV-2 resides within a heterogeneous combination of susceptible, naturally infected and vaccinated individuals. The extent to which viral shedding and transmission occurs on re-exposure to SARS-CoV-2 is an important determinant of the rate at which COVID-19 achieves endemic stability. We used Sialodacryoadenitis Virus (SDAV) in rats to model the extent to which immune protection afforded by prior natural infection via high risk (inoculation; direct contact) or low risk (fomite) exposure, or by vaccination, influenced viral shedding and transmission on re-exposure. On initial infection, we confirmed that amount, duration and consistency of viral shedding, and seroconversion rates were correlated with exposure risk. Animals were reinfected after 3.7-5.5 months using the same exposure paradigm. 59% of seropositive animals shed virus, although at lower amounts. Previously exposed seropositive reinfected animals were able to transmit virus to 25% of naive recipient rats after 24-hour exposure by direct contact. Rats vaccinated intranasally with a related virus (Parker's Rat Coronavirus) were able to transmit SDAV to only 4.7% of naive animals after a 7-day direct contact exposure, despite comparable viral shedding. Cycle threshold values associated with transmission in both groups ranged from 29-36 cycles. Observed shedding was not a prerequisite for transmission. Results indicate that low-level shedding in both naturally infected and vaccinated seropositive animals can propagate infection in susceptible individuals. Extrapolated to COVID-19, our results suggest that continued propagation of SARS-CoV-2 by seropositive previously infected or vaccinated individuals is possible.
Collapse
Affiliation(s)
- Caroline J. Zeiss
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, United States of America
| | - Jennifer L. Asher
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, United States of America
| | - Brent Vander Wyk
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States of America
| | - Heather G. Allore
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States of America
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, United States of America
| | - Susan R. Compton
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, United States of America
| |
Collapse
|
30
|
Castillo-Olivares J, Wells DA, Ferrari M, Chan ACY, Smith P, Nadesalingam A, Paloniemi M, Carnell GW, Ohlendorf L, Cantoni D, Mayora-Neto M, Palmer P, Tonks P, Temperton NJ, Peterhoff D, Neckermann P, Wagner R, Doffinger R, Kempster S, Otter AD, Semper A, Brooks T, Albecka A, James LC, Page M, Schwaeble W, Baxendale H, Heeney JL. Analysis of Serological Biomarkers of SARS-CoV-2 Infection in Convalescent Samples From Severe, Moderate and Mild COVID-19 Cases. Front Immunol 2021; 12:748291. [PMID: 34867975 PMCID: PMC8640495 DOI: 10.3389/fimmu.2021.748291] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 10/22/2021] [Indexed: 12/11/2022] Open
Abstract
Precision monitoring of antibody responses during the COVID-19 pandemic is increasingly important during large scale vaccine rollout and rise in prevalence of Severe Acute Respiratory Syndrome-related Coronavirus-2 (SARS-CoV-2) variants of concern (VOC). Equally important is defining Correlates of Protection (CoP) for SARS-CoV-2 infection and COVID-19 disease. Data from epidemiological studies and vaccine trials identified virus neutralising antibodies (Nab) and SARS-CoV-2 antigen-specific (notably RBD and S) binding antibodies as candidate CoP. In this study, we used the World Health Organisation (WHO) international standard to benchmark neutralising antibody responses and a large panel of binding antibody assays to compare convalescent sera obtained from: a) COVID-19 patients; b) SARS-CoV-2 seropositive healthcare workers (HCW) and c) seronegative HCW. The ultimate aim of this study is to identify biomarkers of humoral immunity that could be used to differentiate severe from mild or asymptomatic SARS-CoV-2 infections. Some of these biomarkers could be used to define CoP in further serological studies using samples from vaccination breakthrough and/or re-infection cases. Whenever suitable, the antibody levels of the samples studied were expressed in International Units (IU) for virus neutralisation assays or in Binding Antibody Units (BAU) for ELISA tests. In this work we used commercial and non-commercial antibody binding assays; a lateral flow test for detection of SARS-CoV-2-specific IgG/IgM; a high throughput multiplexed particle flow cytometry assay for SARS-CoV-2 Spike (S), Nucleocapsid (N) and Receptor Binding Domain (RBD) proteins); a multiplex antigen semi-automated immuno-blotting assay measuring IgM, IgA and IgG; a pseudotyped microneutralisation test (pMN) and an electroporation-dependent neutralisation assay (EDNA). Our results indicate that overall, severe COVID-19 patients showed statistically significantly higher levels of SARS-CoV-2-specific neutralising antibodies (average 1029 IU/ml) than those observed in seropositive HCW with mild or asymptomatic infections (379 IU/ml) and that clinical severity scoring, based on WHO guidelines was tightly correlated with neutralisation and RBD/S antibodies. In addition, there was a positive correlation between severity, N-antibody assays and intracellular virus neutralisation.
Collapse
Affiliation(s)
- Javier Castillo-Olivares
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - David A. Wells
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
- DIOSynVax, University of Cambridge, Cambridge, United Kingdom
| | - Matteo Ferrari
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
- DIOSynVax, University of Cambridge, Cambridge, United Kingdom
| | - Andrew C. Y. Chan
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Peter Smith
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Angalee Nadesalingam
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Minna Paloniemi
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - George W. Carnell
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Luis Ohlendorf
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Diego Cantoni
- Viral Pseudotype Unit, Medway School of Pharmacy, University of Kent, Chatham, United Kingdom
| | - Martin Mayora-Neto
- Viral Pseudotype Unit, Medway School of Pharmacy, University of Kent, Chatham, United Kingdom
| | - Phil Palmer
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Paul Tonks
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Nigel J. Temperton
- Viral Pseudotype Unit, Medway School of Pharmacy, University of Kent, Chatham, United Kingdom
| | - David Peterhoff
- Institute of Medical Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Patrick Neckermann
- Institute of Medical Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
| | - Ralf Wagner
- Institute of Medical Microbiology and Hygiene, University of Regensburg, Regensburg, Germany
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Regensburg, Germany
| | - Rainer Doffinger
- Department of Clinical Biochemistry and Immunology, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Sarah Kempster
- Division of Virology, National Institute for Biological Standards and Control, Potters Bar, United Kingdom
| | | | - Amanda Semper
- UK Health Security Agency, Porton Down, United Kingdom
| | - Tim Brooks
- UK Health Security Agency, Porton Down, United Kingdom
| | - Anna Albecka
- MRC Laboratory of Molecular Biology, Cambridge, United Kingdom
| | - Leo C. James
- MRC Laboratory of Molecular Biology, Cambridge, United Kingdom
| | - Mark Page
- Division of Virology, National Institute for Biological Standards and Control, Potters Bar, United Kingdom
| | - Wilhelm Schwaeble
- Complement Laboratory, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Helen Baxendale
- Royal Papworth Hospital NHS Foundation Trust, Cambridge, United Kingdom
| | - Jonathan L. Heeney
- Lab of Viral Zoonotics, Department of Veterinary Medicine, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
31
|
Tian X, Jiang W, Zhang H, Lu X, Li L, Liu W, Li J. Persistence of the SARS-CoV-2 Antibody Response in Asymptomatic Patients in Correctional Facilities. Front Microbiol 2021; 12:789374. [PMID: 34858383 PMCID: PMC8631518 DOI: 10.3389/fmicb.2021.789374] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 10/21/2021] [Indexed: 12/23/2022] Open
Abstract
SARS-CoV-2 has caused a global health disaster with millions of death worldwide, and the substantial proportion of asymptomatic carriers poses a huge threat to public health. The long-term antibody responses and neutralization activity during natural asymptomatic SARS-CoV-2 infection are unknown. In this study, we used enzyme-linked immunosorbent assays (ELISA) and neutralization assay with purified SARS-CoV-2S and N proteins to study the antibody responses of 156 individuals with natural asymptomatic infection. We found robust antibody responses to SARS-CoV-2 in 156 patients from 6 to 12 months. Although the antibody responses gradually decreased, S-IgG was more stable than N-IgG. S-IgG was still detected in 79% of naturally infected individuals after 12 months of infection. Moderate to potent neutralization activities were also observed in 98.74% of patients 6 months after infection. However, this proportion decreased at 8-month (46.15%) and 10-month (39.11%) after infection, respectively. Only 23.72% of patients displayed potent neutralization activity at 12 months. This study strongly supports the long-term presence of antibodies against SARS-CoV-2 in individuals with natural asymptomatic infection, although the magnitude of the antibody responses started to cripple 6 months after infection.
Collapse
Affiliation(s)
- Xiaodong Tian
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Wenguo Jiang
- Jining Center for Disease Control and Prevention, Shandong, China
| | - He Zhang
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - XiXi Lu
- Jining Center for Disease Control and Prevention, Shandong, China
| | - Libo Li
- Jining Center for Disease Control and Prevention, Shandong, China
| | - Wenjun Liu
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- School of Life Sciences, University of Science and Technology of China, Hefei, China
- Savaid Medical School, University of the Chinese Academy of Sciences, Beijing, China
- Institute of Microbiology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Beijing, China
| | - Jing Li
- CAS Key Laboratory of Pathogenic Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- Savaid Medical School, University of the Chinese Academy of Sciences, Beijing, China
| |
Collapse
|
32
|
Bürgi JJ, Rösslein M, Hornung H, Jentsch J, Boller VL, Dollenmaier G, Wick P, Peier K, Nohynek B, Fischer A, Stolz R, Cettuzzi M, Reut M, Boy RG, Nolte O, Korte W. Divergent humoral responses in mild to moderate SARS-CoV-2 infection over time - indication of persistence of the virus? J Infect 2021; 84:418-467. [PMID: 34748825 PMCID: PMC8570801 DOI: 10.1016/j.jinf.2021.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 11/01/2021] [Indexed: 11/26/2022]
Affiliation(s)
- Justus J Bürgi
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland
| | - Matthias Rösslein
- Empa - Swiss Federal Laboratories for Materials Science and Technology, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland; Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Henry Hornung
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland
| | - Jana Jentsch
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland
| | - Viveka L Boller
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland
| | - Günter Dollenmaier
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland
| | - Peter Wick
- Empa - Swiss Federal Laboratories for Materials Science and Technology, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland; Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Karen Peier
- Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland; Public Health Department, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Brigitte Nohynek
- Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Aldo Fischer
- Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Raphael Stolz
- Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Michele Cettuzzi
- Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Michael Reut
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland
| | - Regine Garcia Boy
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland
| | - Oliver Nolte
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland; Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland
| | - Wolfgang Korte
- Center for Laboratory Medicine, Frohbergstrasse 3, 9000 St. Gallen, Switzerland; Cantonal Corona Study Group, Oberer Graben 32, 9001 St. Gallen, Switzerland.
| |
Collapse
|
33
|
Karachaliou M, Moncunill G, Espinosa A, Castaño-Vinyals G, Jiménez A, Vidal M, Santano R, Barrios D, Puyol L, Carreras A, Mayer L, Rubio R, Cortés B, Pleguezuelos V, O'Callaghan-Gordo C, Fossati S, Rivas I, Casabonne D, Vrijheid M, Izquierdo L, Aguilar R, Basagaña X, Garcia-Aymerich J, de Cid R, Dobaño C, Kogevinas M. Infection induced SARS-CoV-2 seroprevalence and heterogeneity of antibody responses in a general population cohort study in Catalonia Spain. Sci Rep 2021; 11:21571. [PMID: 34732749 PMCID: PMC8566562 DOI: 10.1038/s41598-021-00807-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 10/12/2021] [Indexed: 12/23/2022] Open
Abstract
Sparse data exist on the complex natural immunity to SARS-CoV-2 at the population level. We applied a well-validated multiplex serology test in 5000 participants of a general population study in Catalonia in blood samples collected from end June to mid November 2020. Based on responses to fifteen isotype-antigen combinations, we detected a seroprevalence of 18.1% in adults (n = 4740), and modeled extrapolation to the general population of Catalonia indicated a 15.3% seroprevalence. Antibodies persisted up to 9 months after infection. Immune profiling of infected individuals revealed that with increasing severity of infection (asymptomatic, 1-3 symptoms, ≥ 4 symptoms, admitted to hospital/ICU), seroresponses were more robust and rich with a shift towards IgG over IgA and anti-spike over anti-nucleocapsid responses. Among seropositive participants, lower antibody levels were observed for those ≥ 60 years vs < 60 years old and smokers vs non-smokers. Overweight/obese participants vs normal weight had higher antibody levels. Adolescents (13-15 years old) (n = 260) showed a seroprevalence of 11.5%, were less likely to be tested seropositive compared to their parents and had dominant anti-spike rather than anti-nucleocapsid IgG responses. Our study provides an unbiased estimate of SARS-CoV-2 seroprevalence in Catalonia and new evidence on the durability and heterogeneity of post-infection immunity.
Collapse
Affiliation(s)
| | - Gemma Moncunill
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Ana Espinosa
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | | | - Alfons Jiménez
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 08036, Madrid, Spain
| | - Marta Vidal
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Rebeca Santano
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Diana Barrios
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Laura Puyol
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Anna Carreras
- Genomes for Life-GCAT Lab, Institute for Health Science Research Germans Trias i Pujol (IGTP), Badalona, Spain
| | - Leonie Mayer
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Rocío Rubio
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Beatriz Cortés
- Genomes for Life-GCAT Lab, Institute for Health Science Research Germans Trias i Pujol (IGTP), Badalona, Spain
| | | | - Cristina O'Callaghan-Gordo
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 08036, Madrid, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Serena Fossati
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Ioar Rivas
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Faculty of Health Sciences, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Delphine Casabonne
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 08036, Madrid, Spain
- Unit of Molecular and Genetic Epidemiology in Infections and Cancer (UNIC-Molecular), Cancer Epidemiology Research Programme, IDIBELL, Catalan Institute of Oncology, Hospitalet De Llobregat, Spain
| | - Martine Vrijheid
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 08036, Madrid, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Luis Izquierdo
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Ruth Aguilar
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Xavier Basagaña
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
| | - Judith Garcia-Aymerich
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 08036, Madrid, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Rafael de Cid
- Genomes for Life-GCAT Lab, Institute for Health Science Research Germans Trias i Pujol (IGTP), Badalona, Spain
| | - Carlota Dobaño
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Manolis Kogevinas
- Barcelona Institute for Global Health (ISGlobal), 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), 08036, Madrid, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), 08003, Barcelona, Spain
| |
Collapse
|
34
|
Joy G, Artico J, Kurdi H, Seraphim A, Lau C, Thornton GD, Oliveira MF, Adam RD, Aziminia N, Menacho K, Chacko L, Brown JT, Patel RK, Shiwani H, Bhuva A, Augusto JB, Andiapen M, McKnight A, Noursadeghi M, Pierce I, Evain T, Captur G, Davies RH, Greenwood JP, Fontana M, Kellman P, Schelbert EB, Treibel TA, Manisty C, Moon JC. Prospective Case-Control Study of Cardiovascular Abnormalities 6 Months Following Mild COVID-19 in Healthcare Workers. JACC Cardiovasc Imaging 2021; 14:2155-2166. [PMID: 33975819 PMCID: PMC8105493 DOI: 10.1016/j.jcmg.2021.04.011] [Citation(s) in RCA: 87] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 03/08/2021] [Accepted: 04/08/2021] [Indexed: 12/13/2022]
Abstract
OBJECTIVES The purpose of this study was to detect cardiovascular changes after mild severe acute respiratory syndrome-coronavirus-2 infection. BACKGROUND Concern exists that mild coronavirus disease 2019 may cause myocardial and vascular disease. METHODS Participants were recruited from COVIDsortium, a 3-hospital prospective study of 731 health care workers who underwent first-wave weekly symptom, polymerase chain reaction, and serology assessment over 4 months, with seroconversion in 21.5% (n = 157). At 6 months post-infection, 74 seropositive and 75 age-, sex-, and ethnicity-matched seronegative control subjects were recruited for cardiovascular phenotyping (comprehensive phantom-calibrated cardiovascular magnetic resonance and blood biomarkers). Analysis was blinded, using objective artificial intelligence analytics where available. RESULTS A total of 149 subjects (mean age 37 years, range 18 to 63 years, 58% women) were recruited. Seropositive infections had been mild with case definition, noncase definition, and asymptomatic disease in 45 (61%), 18 (24%), and 11 (15%), respectively, with 1 person hospitalized (for 2 days). Between seropositive and seronegative groups, there were no differences in cardiac structure (left ventricular volumes, mass, atrial area), function (ejection fraction, global longitudinal shortening, aortic distensibility), tissue characterization (T1, T2, extracellular volume fraction mapping, late gadolinium enhancement) or biomarkers (troponin, N-terminal pro-B-type natriuretic peptide). With abnormal defined by the 75 seronegatives (2 SDs from mean, e.g., ejection fraction <54%, septal T1 >1,072 ms, septal T2 >52.4 ms), individuals had abnormalities including reduced ejection fraction (n = 2, minimum 50%), T1 elevation (n = 6), T2 elevation (n = 9), late gadolinium enhancement (n = 13, median 1%, max 5% of myocardium), biomarker elevation (borderline troponin elevation in 4; all N-terminal pro-B-type natriuretic peptide normal). These were distributed equally between seropositive and seronegative individuals. CONCLUSIONS Cardiovascular abnormalities are no more common in seropositive versus seronegative otherwise healthy, workforce representative individuals 6 months post-mild severe acute respiratory syndrome-coronavirus-2 infection.
Collapse
Affiliation(s)
- George Joy
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Jessica Artico
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Hibba Kurdi
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Andreas Seraphim
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Clement Lau
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; William Harvey Research Institute, Queen Mary University of London, London, United Kingdom
| | - George D Thornton
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Marta Fontes Oliveira
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Cardiology Department, University Hospital Centre of Porto, Porto, Portugal
| | - Robert Daniel Adam
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| | - Nikoo Aziminia
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom
| | - Katia Menacho
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Liza Chacko
- Institute of Cardiovascular Science, University College London, London, United Kingdom; National Amyloidosis Centre, Division of Medicine, University College London, London, United Kingdom; Royal Free London NHS Foundation Trust, Pond Street, London, United Kingdom
| | - James T Brown
- Institute of Cardiovascular Science, University College London, London, United Kingdom; National Amyloidosis Centre, Division of Medicine, University College London, London, United Kingdom; Royal Free London NHS Foundation Trust, Pond Street, London, United Kingdom
| | - Rishi K Patel
- Institute of Cardiovascular Science, University College London, London, United Kingdom; National Amyloidosis Centre, Division of Medicine, University College London, London, United Kingdom; Royal Free London NHS Foundation Trust, Pond Street, London, United Kingdom
| | - Hunain Shiwani
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Anish Bhuva
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Joao B Augusto
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom; Cardiology Department, Hospital Prof Doutor Fernando Fonseca Amadora, Portugal
| | - Mervyn Andiapen
- William Harvey Research Institute, Queen Mary University of London, London, United Kingdom
| | - Aine McKnight
- Blizard Institute, Queen Mary University of London, London, United Kingdom
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - Iain Pierce
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | | | - Gabriella Captur
- Institute of Cardiovascular Science, University College London, London, United Kingdom; Royal Free London NHS Foundation Trust, Pond Street, London, United Kingdom
| | - Rhodri H Davies
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - John P Greenwood
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, and Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Marianna Fontana
- Institute of Cardiovascular Science, University College London, London, United Kingdom; National Amyloidosis Centre, Division of Medicine, University College London, London, United Kingdom; Royal Free London NHS Foundation Trust, Pond Street, London, United Kingdom
| | - Peter Kellman
- National Heart, Lung, and Blood Institute, National Institute of Health, Bethesda, Maryland, USA
| | | | - Thomas A Treibel
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Charlotte Manisty
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - James C Moon
- Barts Heart Centre, Barts Health NHS Trust, West Smithfield, London, United Kingdom; Institute of Cardiovascular Science, University College London, London, United Kingdom.
| |
Collapse
|
35
|
Parry H, Tut G, Bruton R, Faustini S, Stephens C, Saunders P, Bentley C, Hilyard K, Brown K, Amirthalingam G, Charlton S, Leung S, Chiplin E, Coombes NS, Bewley KR, Penn EJ, Rowe C, Otter A, Watts R, D'Arcangelo S, Hallis B, Makin A, Richter A, Zuo J, Moss P. mRNA vaccination in people over 80 years of age induces strong humoral immune responses against SARS-CoV-2 with cross neutralization of P.1 Brazilian variant. eLife 2021; 10:e69375. [PMID: 34586068 PMCID: PMC8500710 DOI: 10.7554/elife.69375] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 09/24/2021] [Indexed: 12/19/2022] Open
Abstract
Age is the major risk factor for mortality after SARS-CoV-2 infection and older people have received priority consideration for COVID-19 vaccination. However, vaccine responses are often suboptimal in this age group and few people over the age of 80 years were included in vaccine registration trials. We determined the serological and cellular response to spike protein in 100 people aged 80-96 years at 2 weeks after the second vaccination with the Pfizer BNT162b2 mRNA vaccine. Antibody responses were seen in every donor with high titers in 98%. Spike-specific cellular immune responses were detectable in only 63% and correlated with humoral response. Previous SARS-CoV-2 infection substantially increased antibody responses after one vaccine and antibody and cellular responses remained 28-fold and 3-fold higher, respectively, after dual vaccination. Post-vaccine sera mediated strong neutralization of live Victoria infection and although neutralization titers were reduced 14-fold against the P.1 variant first discovered in Brazil they remained largely effective. These data demonstrate that the mRNA vaccine platform delivers strong humoral immunity in people up to 96 years of age and retains broad efficacy against the P.1 variant of concern.
Collapse
Affiliation(s)
- Helen Parry
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Gokhan Tut
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Rachel Bruton
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Sian Faustini
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Christine Stephens
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Philip Saunders
- Clinical Lead, Quinton and Harborne PCN, Ridgacre House SurgeryQuintonUnited Kingdom
| | - Christopher Bentley
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Katherine Hilyard
- Vaccine Taskforce, Department for Business, Energy and Industrial StrategyLondonUnited Kingdom
| | - Kevin Brown
- National infection Service, Public Health EnglandLondonUnited Kingdom
| | | | - Sue Charlton
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Stephanie Leung
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Emily Chiplin
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Naomi S Coombes
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Kevin R Bewley
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Elizabeth J Penn
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Cathy Rowe
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Ashley Otter
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Rosie Watts
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Silvia D'Arcangelo
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | - Bassam Hallis
- National infection Service, Public Health England, Porton DownSalisburyUnited Kingdom
| | | | - Alex Richter
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Jianmin Zuo
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| | - Paul Moss
- Institute of Immunology and Immunotherapy, University of BirminghamBirminghamUnited Kingdom
| |
Collapse
|
36
|
Comparing immunoassays for SARS-Coronavirus-2 antibody detection in patients with and without laboratory-confirmed SARS-Coronavirus-2 infection. J Clin Microbiol 2021; 59:e0138121. [PMID: 34524886 PMCID: PMC8601224 DOI: 10.1128/jcm.01381-21] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background. Commercially available SARS-CoV-2-directed antibody assays may assist in diagnosing past exposure to SARS-CoV-2 antigens. Methods. We cross-compared eight immunoassays detecting antibodies against SARS-CoV-2 nucleocapsid(N)- or spike(S)-antigens in three cohorts consisting of 859 samples from 622 patients: (#1)EDI™-Novel-Coronavirus-COVID19, Epitope; (#2)RecomWell-SARS-CoV-2, Mikrogen; (#3)COVID19-ELISA, VirCell; (#4)Elecsys-Anti-SARS-CoV-2-N, Roche; (#5)LIAISON®-SARS-CoV-2-S1/S2, Diasorin; (#6)Anti-SARS-CoV-2-ELISA, EuroImmun; (#7)Elecsys-Anti-SARS-CoV-2-S, Roche; and (#8)LIAISON®-SARS-CoV-2-TrimericS, Diasorin. Results. In cross-sectional Cohort-1 (68 sera from 38 patients with documented SARS-CoV-2 infection), agreement between assays #1 to #6 ranged from 75% to 93%, whereby discordance mostly resulted from N-based assays #1 to #4. In cross-sectional Cohort-2 (510 sera from 510 patients; 56 documented, 454 unknown SARS-CoV-2 infection), assays #4 to #6 were analyzed further together with #7 and #8 revealing 94% concordance (44 [9%] positives and 485 [85%] negatives). Discordance was highest within 2 weeks after SARS-CoV-2/CoVID19 diagnosis and confirmed in the longitudinal Cohort-3 (281 sera from 74 CoVID19 patients), using assays #4, #6, #7 and #8. Sub-analysis of 20 (27%) initially seronegative Cohort-3 patients revealed assay-dependent 50% and 90% seroconversion rates after 8-11 days and 14-18 days, respectively. Increasing SARS-CoV-2 antibodies were significantly associated with declining levels of viral loads, lactate dehydrogenase, interleukin-6 and C-reactive protein and preceded clearance of SARS-CoV-2 detection in the upper respiratory tract by approximately 1 week. Conclusion. SARS-CoV-2 specific antibody assays show substantial agreement, but interpretation of qualitative and semi-quantitative results depends on the time elapsed post-diagnosis and the choice of viral antigen. Mounting of systemic SARS-CoV-2-specific antibodies may predict recovery from viral injury and clearance of mucosal replication.
Collapse
|
37
|
Chen S, Flegg JA, White LJ, Aguas R. Levels of SARS-CoV-2 population exposure are considerably higher than suggested by seroprevalence surveys. PLoS Comput Biol 2021; 17:e1009436. [PMID: 34543264 PMCID: PMC8483393 DOI: 10.1371/journal.pcbi.1009436] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 09/30/2021] [Accepted: 09/08/2021] [Indexed: 01/13/2023] Open
Abstract
Accurate knowledge of prior population exposure has critical ramifications for preparedness plans for future SARS-CoV-2 epidemic waves and vaccine prioritization strategies. Serological studies can be used to estimate levels of past exposure and thus position populations in their epidemic timeline. To circumvent biases introduced by the decay in antibody titers over time, methods for estimating population exposure should account for seroreversion, to reflect that changes in seroprevalence measures over time are the net effect of increases due to recent transmission and decreases due to antibody waning. Here, we present a new method that combines multiple datasets (serology, mortality, and virus positivity ratios) to estimate seroreversion time and infection fatality ratios (IFR) and simultaneously infer population exposure levels. The results indicate that the average time to seroreversion is around six months, IFR is 0.54% to 1.3%, and true exposure may be more than double the current seroprevalence levels reported for several regions of England.
Collapse
Affiliation(s)
- Siyu Chen
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Jennifer A Flegg
- School of Mathematics and Statistics, University of Melbourne, Melbourne, Australia
| | - Lisa J White
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Ricardo Aguas
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| |
Collapse
|
38
|
Egbert ER, Xiao S, Colantuoni E, Caturegli P, Gadala A, Milstone AM, Debes AK. Durability of Spike Immunoglobin G Antibodies to SARS-CoV-2 Among Health Care Workers With Prior Infection. JAMA Netw Open 2021; 4:e2123256. [PMID: 34459910 PMCID: PMC8406077 DOI: 10.1001/jamanetworkopen.2021.23256] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
This cohort study examines the durability of spike antibodies to SARS-CoV-2 among a cohort of US health workers.
Collapse
Affiliation(s)
- Emily R. Egbert
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Shaoming Xiao
- Johns Hopkins School of Public Health, Baltimore, Maryland
| | | | | | - Avinash Gadala
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | | |
Collapse
|
39
|
Gaskell KM, Johnson M, Gould V, Hunt A, Stone NRH, Waites W, Kasstan B, Chantler T, Lal S, Roberts CH, Goldblatt D, Eggo RM, Marks M. SARS-CoV-2 seroprevalence in a strictly-Orthodox Jewish community in the UK: A retrospective cohort study. THE LANCET REGIONAL HEALTH. EUROPE 2021; 6:100127. [PMID: 34308409 PMCID: PMC8291041 DOI: 10.1016/j.lanepe.2021.100127] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Ethnic and religious minorities have been disproportionately affected by SARS-CoV-2 worldwide. The UK strictly-Orthodox Jewish community has been severely affected by the pandemic. This group shares characteristics with other ethnic minorities including larger family sizes, higher rates of household crowding and relative socioeconomic deprivation. We studied a UK strictly-Orthodox Jewish population to understand transmission of COVID-19 within this community. METHODS We performed a household-focused cross-sectional SARS-CoV-2 serosurvey between late-October and early December 2020 prior to the third national lockdown. Randomly-selected households completed a standardised questionnaire and underwent serological testing with a multiplex assay for SARS-CoV-2 IgG antibodies. We report clinical illness and testing before the serosurvey, seroprevalence stratified by age and sex. We used random-effects models to identify factors associated with infection and antibody titres. FINDINGS A total of 343 households, consisting of 1,759 individuals, were recruited. Serum was available for 1,242 participants. The overall seroprevalence for SARS-CoV-2 was 64.3% (95% CI 61.6-67.0%). The lowest seroprevalence was 27.6% in children under 5 years and rose to 73.8% in secondary school children and 74% in adults. Antibody titres were higher in symptomatic individuals and declined over time since reported COVID-19 symptoms, with the decline more marked for nucleocapsid titres. INTERPRETATION In this tight-knit religious minority population in the UK, we report one of the highest SARS-CoV-2 seroprevalence levels in the world to date, which was markedly higher than the reported 10% seroprevalence in London at the time of the study. In the context of this high force of infection, all age groups experienced a high burden of infection. Actions to reduce the burden of disease in this and other minority populations are urgently required. FUNDING This work was jointly funded by UKRI and NIHR [COV0335; MR/V027956/1], a donation from the LSHTM Alumni COVID-19 response fund, HDR UK, the MRC and the Wellcome Trust.
Collapse
Affiliation(s)
- Katherine M Gaskell
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Marina Johnson
- Great Ormond Street Institute of Child Health Biomedical Research Centre, University College London, UK
| | - Victoria Gould
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Adam Hunt
- Great Ormond Street Institute of Child Health Biomedical Research Centre, University College London, UK
| | - Neil RH Stone
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK
- Hospital for Tropical Diseases, University College London Hospital NHS Foundation Trust, London, UK
| | - William Waites
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT UK
- School of Informatics, University of Edinburgh, Edinburgh, Scotland, EH8 9AB
| | - Ben Kasstan
- Centre for Health, Law and Society, University of Bristol Law School, Bristol BS1 1RJ, UK
- Department of Sociology and Anthropology, Hebrew University of Jerusalem, Jerusalem 9190501, UK
| | - Tracey Chantler
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Sham Lal
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Chrissy H. Roberts
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - David Goldblatt
- Great Ormond Street Institute of Child Health Biomedical Research Centre, University College London, UK
| | - Rosalind M Eggo
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT UK
| | - Michael Marks
- Clinical Research Department, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, UK
- Hospital for Tropical Diseases, University College London Hospital NHS Foundation Trust, London, UK
| |
Collapse
|
40
|
Robertson LJ, Moore JS, Blighe K, Ng KY, Quinn N, Jennings F, Warnock G, Sharpe P, Clarke M, Maguire K, Rainey S, Price RK, Burns WP, Kowalczyk AM, Awuah A, McNamee SE, Wallace GE, Hunter D, Sager S, Chao Shern C, Nesbit MA, McLaughlin JAD, Moore T. Evaluation of the IgG antibody response to SARS CoV-2 infection and performance of a lateral flow immunoassay: cross-sectional and longitudinal analysis over 11 months. BMJ Open 2021; 11:e048142. [PMID: 34187827 PMCID: PMC8245291 DOI: 10.1136/bmjopen-2020-048142] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 05/27/2021] [Indexed: 01/14/2023] Open
Abstract
OBJECTIVE To evaluate the dynamics and longevity of the humoral immune response to SARS-CoV-2 infection and assess the performance of professional use of the UK-RTC AbC-19 Rapid Test lateral flow immunoassay (LFIA) for the target condition of SARS-CoV-2 spike protein IgG antibodies. DESIGN Nationwide serological study. SETTING Northern Ireland, UK, May 2020-February 2021. PARTICIPANTS Plasma samples were collected from a diverse cohort of individuals from the general public (n=279), Northern Ireland healthcare workers (n=195), pre-pandemic blood donations and research studies (n=223) and through a convalescent plasma programme (n=183). Plasma donors (n=101) were followed with sequential samples over 11 months post-symptom onset. MAIN OUTCOME MEASURES SARS-CoV-2 antibody levels in plasma samples using Roche Elecsys Anti-SARS-CoV-2 IgG/IgA/IgM, Abbott SARS-CoV-2 IgG and EuroImmun IgG SARS-CoV-2 ELISA immunoassays over time. UK-RTC AbC-19 LFIA sensitivity and specificity, estimated using a three-reference standard system to establish a characterised panel of 330 positive and 488 negative SARS-CoV-2 IgG samples. RESULTS We detected persistence of SARS-CoV-2 IgG antibodies for up to 10 months post-infection, across a minimum of two laboratory immunoassays. On the known positive cohort, the UK-RTC AbC-19 LFIA showed a sensitivity of 97.58% (95.28% to 98.95%) and on known negatives, showed specificity of 99.59% (98.53 % to 99.95%). CONCLUSIONS Through comprehensive analysis of a cohort of pre-pandemic and pandemic individuals, we show detectable levels of IgG antibodies, lasting over 46 weeks when assessed by EuroImmun ELISA, providing insight to antibody levels at later time points post-infection. We show good laboratory validation performance metrics for the AbC-19 rapid test for SARS-CoV-2 spike protein IgG antibody detection in a laboratory-based setting.
Collapse
Affiliation(s)
- Louise J Robertson
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | - Julie S Moore
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | - Kevin Blighe
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | - Kok Yew Ng
- Nanotechnology and Integrated Bioengineering Centre, Ulster University-Jordanstown Campus, Newtownabbey, UK
| | - Nigel Quinn
- Clinical Biochemistry Laboratory, Southern Health and Social Care Trust, Portadown, UK
| | - Fergal Jennings
- Clinical Biochemistry Laboratory, Southern Health and Social Care Trust, Portadown, UK
| | - Gary Warnock
- Microbiology Laboratory, Southern Health and Social Care Trust, Portadown, UK
| | - Peter Sharpe
- Clinical Biochemistry Laboratory, Southern Health and Social Care Trust, Portadown, UK
| | - Mark Clarke
- Northern Ireland Blood Transfusion Service, Belfast City Hospital, Belfast, UK
| | - Kathryn Maguire
- Northern Ireland Blood Transfusion Service, Belfast City Hospital, Belfast, UK
| | - Sharon Rainey
- Northern Ireland Blood Transfusion Service, Belfast City Hospital, Belfast, UK
| | - Ruth K Price
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | - William P Burns
- Nanotechnology and Integrated Bioengineering Centre, Ulster University-Jordanstown Campus, Newtownabbey, UK
| | - Amanda M Kowalczyk
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | - Agnes Awuah
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | - Sara E McNamee
- Nanotechnology and Integrated Bioengineering Centre, Ulster University-Jordanstown Campus, Newtownabbey, UK
| | - Gayle E Wallace
- Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, UK
| | - David Hunter
- Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, UK
| | - Steve Sager
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | | | - M Andrew Nesbit
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
| | - James A D McLaughlin
- Nanotechnology and Integrated Bioengineering Centre, Ulster University-Jordanstown Campus, Newtownabbey, UK
| | - Tara Moore
- Biomedical Sciences Research Institute, Ulster University, Coleraine, UK
- R&D, Avellino Labs USA, Menlo Park, California, USA
| |
Collapse
|
41
|
SARS-CoV-2 infection in properly vaccinated healthcare workers. Int J Infect Dis 2021; 114:183-184. [PMID: 34118427 PMCID: PMC8188749 DOI: 10.1016/j.ijid.2021.06.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 06/04/2021] [Accepted: 06/04/2021] [Indexed: 11/23/2022] Open
|
42
|
Maple PAC. Population (Antibody) Testing for COVID-19-Technical Challenges, Application and Relevance, an English Perspective. Vaccines (Basel) 2021; 9:vaccines9060550. [PMID: 34073985 PMCID: PMC8225097 DOI: 10.3390/vaccines9060550] [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: 04/10/2021] [Revised: 05/17/2021] [Accepted: 05/21/2021] [Indexed: 01/08/2023] Open
Abstract
In the UK, population virus or antibody testing using virus swabs, serum samples, blood spots or oral fluids has been performed to a limited extent for several diseases including measles, mumps, rubella and hepatitis and HIV. The collection of population-based infection and immunity data is key to the monitoring of disease prevalence and assessing the effectiveness of interventions such as behavioural modifications and vaccination. In particular, the biological properties of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and its interaction with the human host have presented several challenges towards the development of population-based immunity testing. Measuring SARS-CoV-2 immunity requires the development of antibody assays of acceptable sensitivity and specificity which are capable of accurately detecting seroprevalence and differentiating protection from non-protective responses. Now that anti-COVID-19 vaccines are becoming available there is a pressing need to measure vaccine efficacy and the development of herd immunity. The unprecedented impact of the SARS-CoV-2 pandemic in the UK in terms of morbidity, mortality, and economic and social disruption has mobilized a national scientific effort to learn more about this virus. In this article, the challenges of testing for SARS-CoV-2 infection, particularly in relation to population-based immunity testing, will be considered and examples given of relevant national level studies.
Collapse
Affiliation(s)
- Peter A. C. Maple
- Clinical Neurology Research Group, Department of Neurology, Division of Clinical Neuroscience, University of Nottingham School of Medicine, Queen’s Medical Centre, Nottingham NG7 2UH, UK;
- Molecular (COVID) Department, UK Lighthouse Laboratory, Cheshire SK10 4TG, UK
| |
Collapse
|
43
|
Ward H, Cooke GS, Atchison C, Whitaker M, Elliott J, Moshe M, Brown JC, Flower B, Daunt A, Ainslie K, Ashby D, Donnelly CA, Riley S, Darzi A, Barclay W, Elliott P. Prevalence of antibody positivity to SARS-CoV-2 following the first peak of infection in England: Serial cross-sectional studies of 365,000 adults. THE LANCET REGIONAL HEALTH. EUROPE 2021; 4:100098. [PMID: 33969335 PMCID: PMC8088780 DOI: 10.1016/j.lanepe.2021.100098] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
BACKGROUND The time-concentrated nature of the first wave of the COVID-19 epidemic in England in March and April 2020 provides a natural experiment to measure changes in antibody positivity at the population level before onset of the second wave and initiation of the vaccination programme. METHODS Three cross-sectional national surveys with non-overlapping random samples of the population in England undertaken between late June and September 2020 (REACT-2 study). 365,104 adults completed questionnaires and self-administered lateral flow immunoassay (LFIA) tests for IgG against SARS-CoV-2. FINDINGS Overall, 17,576 people had detectable antibodies, a prevalence of 4.9% (95% confidence intervals 4.9, 5.0) when adjusted for test characteristics and weighted to the adult population of England. The prevalence declined from 6.0% (5.8, 6.1), to 4.8% (4.7, 5.0) and 4.4% (4.3, 4.5), over the three rounds of the study a difference of -26.5% (-29.0, -23.8). The highest prevalence and smallest overall decline in positivity was in the youngest age group (18-24 years) at -14.9% (-21.6, -8.1), and lowest prevalence and largest decline in the oldest group (>74 years) at -39.0% (-50.8, -27.2). The decline from June to September 2020 was largest in those who did not report a history of COVID-19 at -64.0% (-75.6, -52.3), compared to -22.3% (-27.0, -17.7) in those with SARS-CoV-2 infection confirmed on PCR. INTERPRETATION A large proportion of the population remained susceptible to SARS-CoV-2 infection in England based on naturally acquired immunity from the first wave. Widespread vaccination is needed to confer immunity and control the epidemic at population level. FUNDING This work was funded by the Department of Health and Social Care in England.
Collapse
Affiliation(s)
- Helen Ward
- School of Public Health, Imperial College London, London W2 1PG, UK
- Imperial College Healthcare NHS Trust, London, UK
- MRC Centre for Global infectious Disease Analysis and Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK
| | - Graham S. Cooke
- Department of Infectious Disease, Imperial College London, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Christina Atchison
- School of Public Health, Imperial College London, London W2 1PG, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Matthew Whitaker
- School of Public Health, Imperial College London, London W2 1PG, UK
| | - Joshua Elliott
- School of Public Health, Imperial College London, London W2 1PG, UK
| | - Maya Moshe
- Department of Infectious Disease, Imperial College London, London, UK
| | - Jonathan C Brown
- Department of Infectious Disease, Imperial College London, London, UK
| | - Barnaby Flower
- Department of Infectious Disease, Imperial College London, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Anna Daunt
- Department of Infectious Disease, Imperial College London, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Kylie Ainslie
- School of Public Health, Imperial College London, London W2 1PG, UK
- MRC Centre for Global infectious Disease Analysis and Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK
| | - Deborah Ashby
- School of Public Health, Imperial College London, London W2 1PG, UK
| | - Christl A. Donnelly
- School of Public Health, Imperial College London, London W2 1PG, UK
- MRC Centre for Global infectious Disease Analysis and Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK
- Department of Statistics, University of Oxford, UK
| | - Steven Riley
- School of Public Health, Imperial College London, London W2 1PG, UK
- MRC Centre for Global infectious Disease Analysis and Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK
| | - Ara Darzi
- Institute for Global Health Innovation, Imperial College London, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Wendy Barclay
- Department of Infectious Disease, Imperial College London, London, UK
| | - Paul Elliott
- School of Public Health, Imperial College London, London W2 1PG, UK
- Imperial College Healthcare NHS Trust, London, UK
- MRC Centre for Environment and Health, School of Public Health, Imperial College London, UK
- Health Data Research (HDR) UK London, Imperial College London, London, UK
- Dementia Research Institute, Imperial College London, London, UK
| |
Collapse
|
44
|
Reynolds CJ, Pade C, Gibbons JM, Butler DK, Otter AD, Menacho K, Fontana M, Smit A, Sackville-West JE, Cutino-Moguel T, Maini MK, Chain B, Noursadeghi M, Brooks T, Semper A, Manisty C, Treibel TA, Moon JC, Valdes AM, McKnight Á, Altmann DM, Boyton R. Prior SARS-CoV-2 infection rescues B and T cell responses to variants after first vaccine dose. Science 2021; 372:eabh1282. [PMID: 33931567 PMCID: PMC8168614 DOI: 10.1126/science.abh1282] [Citation(s) in RCA: 211] [Impact Index Per Article: 70.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 04/26/2021] [Indexed: 12/13/2022]
Abstract
SARS-CoV-2 vaccine rollout has coincided with the spread of variants of concern. We investigated if single dose vaccination, with or without prior infection, confers cross protective immunity to variants. We analyzed T and B cell responses after first dose vaccination with the Pfizer/BioNTech mRNA vaccine BNT162b2 in healthcare workers (HCW) followed longitudinally, with or without prior Wuhan-Hu-1 SARS-CoV-2 infection. After one dose, individuals with prior infection showed enhanced T cell immunity, antibody secreting memory B cell response to spike and neutralizing antibodies effective against B.1.1.7 and B.1.351. By comparison, HCW receiving one vaccine dose without prior infection showed reduced immunity against variants. B.1.1.7 and B.1.351 spike mutations resulted in increased, abrogated or unchanged T cell responses depending on human leukocyte antigen (HLA) polymorphisms. Single dose vaccination with BNT162b2 in the context of prior infection with a heterologous variant substantially enhances neutralizing antibody responses against variants.
Collapse
Affiliation(s)
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - David K Butler
- Department of Infectious Disease, Imperial College London, London, UK
| | - Ashley D Otter
- National Infection Service, Public Health England, Porton Down, UK
| | - Katia Menacho
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Marianna Fontana
- Royal Free London NHS Foundation Trust, London, UK
- Division of Medicine, University College London, London, UK
| | | | | | | | - Mala K Maini
- Division of Infection and Immunity, University College London, London, UK
| | - Benjamin Chain
- Division of Infection and Immunity, University College London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - Tim Brooks
- National Infection Service, Public Health England, Porton Down, UK
| | - Amanda Semper
- National Infection Service, Public Health England, Porton Down, UK
| | - Charlotte Manisty
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Thomas A Treibel
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - James C Moon
- St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Ana M Valdes
- Academic Rheumatology, Clinical Sciences, Nottingham City Hospital, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Rosemary Boyton
- Department of Infectious Disease, Imperial College London, London, UK.
- Lung Division, Royal Brompton and Harefield Hospitals, London, UK
| |
Collapse
|
45
|
Smith M, Abdesselem HB, Mullins M, Tan TM, Nel AJM, Al-Nesf MAY, Bensmail I, Majbour NK, Vaikath NN, Naik A, Ouararhni K, Mohamed-Ali V, Al-Maadheed M, Schell DT, Baros-Steyl SS, Anuar ND, Ismail NH, Morris PE, Mamat RNR, Rosli NSM, Anwar A, Ellan K, Zain RM, Burgers WA, Mayne ES, El-Agnaf OMA, Blackburn JM. Age, Disease Severity and Ethnicity Influence Humoral Responses in a Multi-Ethnic COVID-19 Cohort. Viruses 2021; 13:v13050786. [PMID: 33925055 PMCID: PMC8146997 DOI: 10.3390/v13050786] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 04/24/2021] [Accepted: 04/26/2021] [Indexed: 12/16/2022] Open
Abstract
The COVID-19 pandemic has affected all individuals across the globe in some way. Despite large numbers of reported seroprevalence studies, there remains a limited understanding of how the magnitude and epitope utilization of the humoral immune response to SARS-CoV-2 viral anti-gens varies within populations following natural infection. Here, we designed a quantitative, multi-epitope protein microarray comprising various nucleocapsid protein structural motifs, including two structural domains and three intrinsically disordered regions. Quantitative data from the microarray provided complete differentiation between cases and pre-pandemic controls (100% sensitivity and specificity) in a case-control cohort (n = 100). We then assessed the influence of disease severity, age, and ethnicity on the strength and breadth of the humoral response in a multi-ethnic cohort (n = 138). As expected, patients with severe disease showed significantly higher antibody titers and interestingly also had significantly broader epitope coverage. A significant increase in antibody titer and epitope coverage was observed with increasing age, in both mild and severe disease, which is promising for vaccine efficacy in older individuals. Additionally, we observed significant differences in the breadth and strength of the humoral immune response in relation to ethnicity, which may reflect differences in genetic and lifestyle factors. Furthermore, our data enabled localization of the immuno-dominant epitope to the C-terminal structural domain of the viral nucleocapsid protein in two independent cohorts. Overall, we have designed, validated, and tested an advanced serological assay that enables accurate quantitation of the humoral response post natural infection and that has revealed unexpected differences in the magnitude and epitope utilization within a population.
Collapse
Affiliation(s)
- Muneerah Smith
- Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa; (M.S.); (M.M.); (A.J.M.N.); (D.T.S.); (S.S.B.-S.)
| | - Houari B. Abdesselem
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar. Foundation, Doha P.O. Box 34110, Qatar; (H.B.A.); (I.B.); (N.K.M.); (N.N.V.); (A.N.); (K.O.)
- Proteomics Core Facility, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar Foundation, Doha P.O. Box 34110, Qatar
| | - Michelle Mullins
- Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa; (M.S.); (M.M.); (A.J.M.N.); (D.T.S.); (S.S.B.-S.)
| | - Ti-Myen Tan
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
| | - Andrew J. M. Nel
- Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa; (M.S.); (M.M.); (A.J.M.N.); (D.T.S.); (S.S.B.-S.)
| | | | - Ilham Bensmail
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar. Foundation, Doha P.O. Box 34110, Qatar; (H.B.A.); (I.B.); (N.K.M.); (N.N.V.); (A.N.); (K.O.)
| | - Nour K. Majbour
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar. Foundation, Doha P.O. Box 34110, Qatar; (H.B.A.); (I.B.); (N.K.M.); (N.N.V.); (A.N.); (K.O.)
| | - Nishant N. Vaikath
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar. Foundation, Doha P.O. Box 34110, Qatar; (H.B.A.); (I.B.); (N.K.M.); (N.N.V.); (A.N.); (K.O.)
| | - Adviti Naik
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar. Foundation, Doha P.O. Box 34110, Qatar; (H.B.A.); (I.B.); (N.K.M.); (N.N.V.); (A.N.); (K.O.)
| | - Khalid Ouararhni
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar. Foundation, Doha P.O. Box 34110, Qatar; (H.B.A.); (I.B.); (N.K.M.); (N.N.V.); (A.N.); (K.O.)
| | - Vidya Mohamed-Ali
- Anti-Doping Laboratory Qatar, Sports City Road, Aspire Zone, Doha P.O. Box 27775, Qatar; (V.M.-A.); (M.A.-M.)
| | - Mohammed Al-Maadheed
- Anti-Doping Laboratory Qatar, Sports City Road, Aspire Zone, Doha P.O. Box 27775, Qatar; (V.M.-A.); (M.A.-M.)
| | - Darien T. Schell
- Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa; (M.S.); (M.M.); (A.J.M.N.); (D.T.S.); (S.S.B.-S.)
| | - Seanantha S. Baros-Steyl
- Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa; (M.S.); (M.M.); (A.J.M.N.); (D.T.S.); (S.S.B.-S.)
| | - Nur D. Anuar
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
| | - Nur H. Ismail
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
| | - Priscilla E. Morris
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
| | - Raja N. R. Mamat
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
| | - Nurul S. M. Rosli
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
| | - Arif Anwar
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
| | - Kavithambigai Ellan
- Virology Lab, Level 2, Block C7, Infectious Disease Research Centre, Institute for Medical Research, Setia Alam, Selangor 40170, Malaysia; (K.E.); (R.M.Z.)
| | - Rozainanee M. Zain
- Virology Lab, Level 2, Block C7, Infectious Disease Research Centre, Institute for Medical Research, Setia Alam, Selangor 40170, Malaysia; (K.E.); (R.M.Z.)
| | - Wendy A. Burgers
- Division of Medical Virology, Department of Pathology, University of Cape Town, Cape Town 7925, South Africa;
- Wellcome Centre for Infectious Diseases Research in Africa, University of Cape Town, Cape Town 7925, South Africa
- Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
| | - Elizabeth S. Mayne
- Department of Immunology, National Health Laboratory Service (NHLS) and University of the Witwatersrand, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg 2196, South Africa;
| | - Omar M. A. El-Agnaf
- Neurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University, Qatar. Foundation, Doha P.O. Box 34110, Qatar; (H.B.A.); (I.B.); (N.K.M.); (N.N.V.); (A.N.); (K.O.)
- Correspondence: (O.M.A.E.-A.); (J.M.B.); Tel.: +97-455-935-568 (O.M.A.E.-A.); +27-214-066-071 (J.M.B.)
| | - Jonathan M. Blackburn
- Department of Integrative Biomedical Sciences, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa; (M.S.); (M.M.); (A.J.M.N.); (D.T.S.); (S.S.B.-S.)
- Sengenics Corporation, Level M, Plaza Zurich, Damansara Heights, Kuala Lumpur 50490, Malaysia; (T.-M.T.); (N.D.A.); (N.H.I.); (P.E.M.); (R.N.R.M.); (N.S.M.R.); (A.A.)
- Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- Correspondence: (O.M.A.E.-A.); (J.M.B.); Tel.: +97-455-935-568 (O.M.A.E.-A.); +27-214-066-071 (J.M.B.)
| |
Collapse
|
46
|
Affiliation(s)
- Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, London W12 0NN, UK; Lung Division, Royal Brompton Hospital, London, UK.
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| |
Collapse
|
47
|
Reynolds CJ, Swadling L, Gibbons JM, Pade C, Jensen MP, Diniz MO, Schmidt NM, Butler DK, Amin OE, Bailey SNL, Murray SM, Pieper FP, Taylor S, Jones J, Jones M, Lee WYJ, Rosenheim J, Chandran A, Joy G, Di Genova C, Temperton N, Lambourne J, Cutino-Moguel T, Andiapen M, Fontana M, Smit A, Semper A, O'Brien B, Chain B, Brooks T, Manisty C, Treibel T, Moon JC, Noursadeghi M, Altmann DM, Maini MK, McKnight Á, Boyton RJ. Discordant neutralizing antibody and T cell responses in asymptomatic and mild SARS-CoV-2 infection. Sci Immunol 2020; 5:eabf3698. [PMID: 33361161 PMCID: PMC8101131 DOI: 10.1126/sciimmunol.abf3698] [Citation(s) in RCA: 135] [Impact Index Per Article: 33.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 12/18/2020] [Indexed: 12/13/2022]
Abstract
Understanding the nature of immunity following mild/asymptomatic infection with SARS-CoV-2 is crucial to controlling the pandemic. We analyzed T cell and neutralizing antibody responses in 136 healthcare workers (HCW) 16-18 weeks after United Kingdom lockdown, 76 of whom had mild/asymptomatic SARS-CoV-2 infection captured by serial sampling. Neutralizing antibodies (nAb) were present in 89% of previously infected HCW. T cell responses tended to be lower following asymptomatic infection than in those reporting case-definition symptoms of COVID-19, while nAb titers were maintained irrespective of symptoms. T cell and antibody responses were sometimes discordant. Eleven percent lacked nAb and had undetectable T cell responses to spike protein but had T cells reactive with other SARS-CoV-2 antigens. Our findings suggest that the majority of individuals with mild or asymptomatic SARS-CoV-2 infection carry nAb complemented by multispecific T cell responses at 16-18 weeks after mild or asymptomatic SARS-CoV-2 infection.
Collapse
Affiliation(s)
| | - Leo Swadling
- Division of Infection and Immunity, University College London, London, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Melanie P Jensen
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Mariana O Diniz
- Division of Infection and Immunity, University College London, London, UK
| | - Nathalie M Schmidt
- Division of Infection and Immunity, University College London, London, UK
| | - David K Butler
- Department of Infectious Disease, Imperial College London, London, UK
| | - Oliver E Amin
- Division of Infection and Immunity, University College London, London, UK
| | - Sasha N L Bailey
- Department of Infectious Disease, Imperial College London, London, UK
| | - Sam M Murray
- Department of Infectious Disease, Imperial College London, London, UK
| | | | - Stephen Taylor
- National Infection Service, Public Health England, Porton Down, UK
| | - Jessica Jones
- National Infection Service, Public Health England, Porton Down, UK
| | - Meleri Jones
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- Wolfson Institute of Preventive Medicine, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Wing-Yiu Jason Lee
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London, UK
| | - Aneesh Chandran
- Division of Infection and Immunity, University College London, London, UK
| | - George Joy
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | - Cecilia Di Genova
- Viral Pseudotype Unit, Medway School of Pharmacy, Chatham Maritime, Kent, UK
| | - Nigel Temperton
- Viral Pseudotype Unit, Medway School of Pharmacy, Chatham Maritime, Kent, UK
| | | | | | - Mervyn Andiapen
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
| | | | | | - Amanda Semper
- National Infection Service, Public Health England, Porton Down, UK
| | - Ben O'Brien
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- German Heart Centre and Charité University, Berlin, Germany
| | - Benjamin Chain
- Division of Infection and Immunity, University College London, London, UK
| | - Tim Brooks
- National Infection Service, Public Health England, Porton Down, UK
| | - Charlotte Manisty
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, UK
| | - Thomas Treibel
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, UK
| | - James C Moon
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London, UK
| | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, London, UK.
- Lung Division, Royal Brompton & Harefield NHS Foundation Trust, London, UK
| |
Collapse
|