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Bihani S, Ray A, Borishetty D, Tuckley C, Salkar A, Acharjee A, Shrivastav P, Shrivastav O, Shastri J, Agrawal S, Duttagupta S, Srivastava S. Investigation of Immunoreactivity Profiles and Epitope Landscape in Divergent COVID-19 Trajectories and SARS-CoV-2 Variants. J Proteome Res 2025; 24:762-776. [PMID: 39873496 DOI: 10.1021/acs.jproteome.4c00791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2025]
Abstract
This study aimed to elucidate the complexity of the humoral immune response in COVID-19 patients with varying disease trajectories using a SARS-CoV-2 whole proteome peptide microarray chip. The microarray, containing 5347 peptides spanning the entire SARS-CoV-2 proteome and key variants of concern, was used to analyze IgG responses in 10 severe-to-recovered, 9 nonsevere-to-severe cases, and 10 control case (5 pre-pandemic and 5 SARS-CoV-2-negative) plasma samples. We identified 1151 IgG-reactive peptides corresponding to 647 epitopes, with 207 peptides being cross-reactive across 124 epitopes. Nonstructural protein 3 (nsp3) exhibited the highest number of total and unique epitopes, followed by the spike protein. nsp12 had the most number of cross-reactive epitopes. Peptides from the spike protein and nsps 2, 3, 5, and 13 were notably associated with recovery. Additionally, specific mutations in SARS-CoV-2 variants were found to alter peptide immunoreactivity, with some mutations (e.g., G142D, L452R, and N501Y) enhancing and others (e.g., R190S and E484 K) reducing immune recognition. These findings have critical implications for the development of diagnostics, vaccines, and therapeutics. Understanding the distribution of epitopes and the impact of viral mutations on antigenicity provides insights into immune evasion mechanisms, informing strategies for controlling COVID-19 and future coronavirus outbreaks.
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Affiliation(s)
- Surbhi Bihani
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Arka Ray
- Centre for Research in Nanotechnology and Science, Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Dhanush Borishetty
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Chaitanya Tuckley
- Centre for Research in Nanotechnology and Science, Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Akanksha Salkar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Arup Acharjee
- Molecular Omics Laboratory, Department of Zoology, Faculty of Science, University of Allahabad, Prayagraj 211002, India
| | | | - Om Shrivastav
- Kasturba Hospital for Infectious Disease, Mumbai 400011, India
| | | | - Sachee Agrawal
- Kasturba Hospital for Infectious Disease, Mumbai 400011, India
| | - Siddhartha Duttagupta
- Department of Electrical Engineering, Indian Institute of Technology Bombay, Mumbai 400076, India
| | - Sanjeeva Srivastava
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai 400076, India
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Pandey RP, Kumar S, Rao DN, Gupta DL. Emerging severe acute respiratory syndrome coronavirus 2 variants and their impact on immune evasion and vaccine-induced immunity. Trans R Soc Trop Med Hyg 2024; 118:761-772. [PMID: 39297227 DOI: 10.1093/trstmh/trae060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 07/24/2024] [Accepted: 08/30/2024] [Indexed: 12/14/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants harboring mutations in the structural protein, especially in the receptor binding domain (RBD) of spike protein, have raised concern about potential immune escape. The spike protein of SARS-CoV-2 plays a vital role in infection and is an important target for neutralizing antibodies. The mutations that occur in the structural proteins, especially in the spike protein, lead to changes in the virus attributes of transmissibility, an increase in disease severity, a notable reduction in neutralizing antibodies generated and thus a decreased response to vaccines and therapy. The observed multiple mutations in the RBD of the spike protein showed immune escape because it increases the affinity of spike protein binding with the ACE-2 receptor of host cells and increases resistance to neutralizing antibodies. Cytotoxic T-cell responses are crucial in controlling SARS-CoV-2 infections from the infected tissues and clearing them from circulation. Cytotoxic T cells efficiently recognized the infected cells and killed them by releasing soluble mediator's perforin and granzymes. However, the overwhelming response of T cells and, subsequently, the overproduction of inflammatory mediators during severe infections with SARS-CoV-2 may lead to poor outcomes. This review article summarizes the impact of mutations in the spike protein of SARS-CoV-2, especially mutations of RBD, on immunogenicity, immune escape and vaccine-induced immunity, which could contribute to future studies focusing on vaccine design and immunotherapy.
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Affiliation(s)
- Ramendra Pati Pandey
- School of Health Sciences and Technology (SOHST), UPES, Dehradun, Uttarakhand, India-248007
| | - Sachin Kumar
- School of Allied Health Sciences and Management, Delhi Pharmaceutical Sciences and Research University, New Delhi, India-110017
| | - D N Rao
- Department of Biochemistry, All India Institute of Medical Sciences, New Delhi, India-110029
| | - Dablu Lal Gupta
- Department of Biochemistry, All India Institute of Medical Sciences, Raipur, Chhattisgarh, India-492099
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3
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Files MA, Gentles L, Kehoe L, Adler A, Lacombe K, Dickerson JA, Greninger A, Waghmare A, Fairlie T, Pringle K, Midgley CM, Hagen MB, Englund JA, Seshadri C. Kinetics and Durability of Antibody and T-Cell Responses to SARS-CoV-2 in Children. J Infect Dis 2024; 230:889-900. [PMID: 38838218 PMCID: PMC11481334 DOI: 10.1093/infdis/jiae301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/10/2024] [Accepted: 06/04/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND The kinetics and durability of T-cell responses to SARS-CoV-2 in children are not well characterized. We studied a cohort of children aged 6 months to 20 years with COVID-19 in whom peripheral blood mononuclear cells and sera were archived at approximately 1, 6, and 12 months after symptom onset. METHODS We compared antibody responses (n = 85) and T-cell responses (n = 30) to nucleocapsid (N) and spike (S) glycoprotein over time across 4 age strata: 6 months to 5 years and 5-9, 10-14, and 15-20 years. RESULTS N-specific antibody responses declined over time, becoming undetectable in 26 (81%) of 32 children by approximately 1 year postinfection. Functional breadth of anti-N CD4+ T-cell responses also declined over time and were positively correlated with N-antibody responses (Pearson r = .31, P = .008). CD4+ T-cell responses to S displayed greater functional breadth than N in unvaccinated children and, with neutralization titers, were stable over time and similar across age strata. Functional profiles of CD4+ T-cell responses against S were not significantly modulated by vaccination. CONCLUSIONS Our data reveal durable age-independent T-cell immunity to SARS-CoV-2 structural proteins in children over time following COVID-19 infection as well as S-antibody responses in comparison with declining antibody responses to N.
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Affiliation(s)
- Megan A Files
- Department of Medicine, School of Medicine, University of Washington, Seattle, Washington
| | - Lauren Gentles
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Leanne Kehoe
- Division of Pediatric Infectious Diseases, Seattle Children's Research Institute, Seattle, Washington
| | - Amanda Adler
- Division of Pediatric Infectious Diseases, Seattle Children's Research Institute, Seattle, Washington
| | - Kirsten Lacombe
- Division of Pediatric Infectious Diseases, Seattle Children's Research Institute, Seattle, Washington
| | - Jane A Dickerson
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Washington, Seattle, Washington
- Department of Laboratories, Seattle Children's Hospital, Seattle, Washington, USA
| | - Alexander Greninger
- Department of Laboratory Medicine and Pathology, School of Medicine, University of Washington, Seattle, Washington
| | - Alpana Waghmare
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Center for Clinical and Translational Research, Seattle Children's Hospital, Seattle, Washington, USA
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Tarayn Fairlie
- Coronavirus and Other Respiratory Viruses Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Kimberly Pringle
- Coronavirus and Other Respiratory Viruses Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Claire M Midgley
- Coronavirus and Other Respiratory Viruses Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Melissa Briggs Hagen
- Coronavirus and Other Respiratory Viruses Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Janet A Englund
- Division of Pediatric Infectious Diseases, Seattle Children's Research Institute, Seattle, Washington
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Chetan Seshadri
- Department of Medicine, School of Medicine, University of Washington, Seattle, Washington
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Keturakis V, Narauskaitė D, Balion Z, Gečys D, Kulkovienė G, Kairytė M, Žukauskaitė I, Benetis R, Stankevičius E, Jekabsone A. The Effect of SARS-CoV-2 Spike Protein RBD-Epitope on Immunometabolic State and Functional Performance of Cultured Primary Cardiomyocytes Subjected to Hypoxia and Reoxygenation. Int J Mol Sci 2023; 24:16554. [PMID: 38068877 PMCID: PMC10705973 DOI: 10.3390/ijms242316554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 10/25/2023] [Accepted: 11/16/2023] [Indexed: 12/18/2023] Open
Abstract
Cardio complications such as arrhythmias and myocardial damage are common in COVID-19 patients. SARS-CoV-2 interacts with the cardiovascular system primarily via the ACE2 receptor. Cardiomyocyte damage in SARS-CoV-2 infection may stem from inflammation, hypoxia-reoxygenation injury, and direct toxicity; however, the precise mechanisms are unclear. In this study, we simulated hypoxia-reoxygenation conditions commonly seen in SARS-CoV-2-infected patients and studied the impact of the SARS-CoV-2 spike protein RBD-epitope on primary rat cardiomyocytes to gain insight into the potential mechanisms underlying COVID-19-related cardiac complications. Cell metabolic activity was evaluated with PrestoBlueTM. Gene expression of proinflammatory markers was measured by qRT-PCR and their secretion was quantified by Luminex assay. Cardiomyocyte contractility was analysed using the Myocyter plugin of ImageJ. Mitochondrial respiration was determined through Seahorse Mito Stress Test. In hypoxia-reoxygenation conditions, treatment of the SARS-CoV-2 spike RBD-epitope reduced the metabolic activity of primary cardiomyocytes, upregulated Il1β and Cxcl1 expression, and elevated GM-CSF and CCL2 cytokines secretion. Contraction time increased, while amplitude and beating frequency decreased. Acute treatment with a virus RBD-epitope inhibited mitochondrial respiration and lowered ATP production. Under ischaemia-reperfusion, the SARS-CoV-2 RBD-epitope induces cardiomyocyte injury linked to impaired mitochondrial activity.
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Affiliation(s)
- Vytenis Keturakis
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Department of Heart, Thoracic and Vascular Surgery, Medicine Faculty, Medical Academy, Lithuanian University of Health Sciences, 50103 Kaunas, Lithuania
| | - Deimantė Narauskaitė
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Zbigniev Balion
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Dovydas Gečys
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Laboratory of Molecular Cardiology, Institute of Cardiology, Lithuanian University of Health Sciences, 50103 Kaunas, Lithuania
- Institute of Pharmaceutical Technologies, Faculty of Pharmacy, Lithuanian University of Health Sciences, 50166 Kaunas, Lithuania
| | - Gabrielė Kulkovienė
- Department of Drug Chemistry, Faculty of Pharmacy, Lithuanian University of Health Sciences, 50166 Kaunas, Lithuania
| | - Milda Kairytė
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Ineta Žukauskaitė
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
| | - Rimantas Benetis
- Department of Heart, Thoracic and Vascular Surgery, Medicine Faculty, Medical Academy, Lithuanian University of Health Sciences, 50103 Kaunas, Lithuania
| | - Edgaras Stankevičius
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Institute of Physiology and Pharmacology, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania
| | - Aistė Jekabsone
- Preclinical Research Laboratory for Medicinal Products, Institute of Cardiology, Lithuanian University of Health Sciences, 50161 Kaunas, Lithuania; (V.K.)
- Institute of Pharmaceutical Technologies, Faculty of Pharmacy, Lithuanian University of Health Sciences, 50166 Kaunas, Lithuania
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Tornesello AL, Botti C, Micillo A, Labonia F, Arpino S, Isgrò MA, Meola S, Russo L, Cavalcanti E, Sale S, Nicastro C, Atripaldi L, Starita N, Cerasuolo A, Reimer U, Holenya P, Buonaguro L, Buonaguro FM, Tornesello ML. Immune profiling of SARS-CoV-2 epitopes in asymptomatic and symptomatic pediatric and adult patients. J Transl Med 2023; 21:123. [PMID: 36788606 PMCID: PMC9927035 DOI: 10.1186/s12967-023-03963-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 02/02/2023] [Indexed: 02/16/2023] Open
Abstract
BACKGROUND The infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has unpredictable manifestations of coronavirus disease (COVID-19) and variable clinical course with some patients being asymptomatic whereas others experiencing severe respiratory distress, or even death. We aimed to evaluate the immunoglobulin G (IgG) response towards linear peptides on a peptide array containing sequences from SARS-CoV-2, Middle East respiratory syndrome-related coronavirus (MERS) and common-cold coronaviruses 229E, OC43, NL63 and HKU1 antigens, in order to identify immunological indicators of disease outcome in SARS-CoV-2 infected patients. METHODS We included in the study 79 subjects, comprising 19 pediatric and 30 adult SARS-CoV-2 infected patients with increasing disease severity, from mild to critical illness, and 30 uninfected subjects who were vaccinated with one dose of SARS-CoV-2 spike mRNA BNT162b2 vaccine. Serum samples were analyzed by a peptide microarray containing 5828 overlapping 15-mer synthetic peptides corresponding to the full SARS-CoV-2 proteome and selected linear epitopes of spike (S), envelope (E) and membrane (M) glycoproteins as well as nucleoprotein (N) of MERS, SARS and coronaviruses 229E, OC43, NL63 and HKU1 (isolates 1, 2 and 5). RESULTS All patients exhibited high IgG reactivity against the central region and C-terminus peptides of both SARS-CoV-2 N and S proteins. Setting the threshold value for serum reactivity above 25,000 units, 100% and 81% of patients with severe disease, 36% and 29% of subjects with mild symptoms, and 8% and 17% of children younger than 8-years reacted against N and S proteins, respectively. Overall, the total number of peptides in the SARS-CoV-2 proteome targeted by serum samples was much higher in children compared to adults. Notably, we revealed a differential antibody response to SARS-CoV-2 peptides of M protein between adults, mainly reacting against the C-terminus epitopes, and children, who were highly responsive to the N-terminus of M protein. In addition, IgG signals against NS7B, NS8 and ORF10 peptides were found elevated mainly among adults with mild (63%) symptoms. Antibodies towards S and N proteins of other coronaviruses (MERS, 229E, OC43, NL63 and HKU1) were detected in all groups without a significant correlation with SARS-CoV-2 antibody levels. CONCLUSIONS Overall, our results showed that antibodies elicited by specific linear epitopes of SARS-CoV-2 proteome are age dependent and related to COVID-19 clinical severity. Cross-reaction of antibodies to epitopes of other human coronaviruses was evident in all patients with distinct profiles between children and adult patients. Several SARS-CoV-2 peptides identified in this study are of particular interest for the development of vaccines and diagnostic tests to predict the clinical outcome of SARS-CoV-2 infection.
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Affiliation(s)
- Anna Lucia Tornesello
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy.
| | - Chiara Botti
- Laboratory of Clinical Pathology, Santobono-Pausilipon Children's Hospital, 80129, Napoli, Italy
| | - Alberto Micillo
- Laboratory of Clinical Pathology, Santobono-Pausilipon Children's Hospital, 80129, Napoli, Italy
| | - Francesco Labonia
- Laboratory Medicine Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Sergio Arpino
- Laboratory Medicine Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Maria Antonietta Isgrò
- Laboratory Medicine Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Serena Meola
- Laboratory Medicine Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Luigi Russo
- Laboratory Medicine Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Ernesta Cavalcanti
- Laboratory Medicine Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Silvia Sale
- UOC Biochimica Chimica, AORN Ospedali dei Colli P.O. Monaldi, Naples, Italy
| | - Carmine Nicastro
- UOC Biochimica Chimica, AORN Ospedali dei Colli P.O. Monaldi, Naples, Italy
| | - Luigi Atripaldi
- UOC Biochimica Chimica, AORN Ospedali dei Colli P.O. Monaldi, Naples, Italy
| | - Noemy Starita
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Andrea Cerasuolo
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
| | - Ulf Reimer
- JPT Peptide Technologies GmbH, Berlin, Germany
| | | | - Luigi Buonaguro
- Innovative Immunological Models, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Via Mariano Semmola, 80131, Naples, Italy
| | - Franco M Buonaguro
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy.
| | - Maria Lina Tornesello
- Molecular Biology and Viral Oncology Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", 80131, Naples, Italy
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Rak A, Gorbunov N, Kostevich V, Sokolov A, Prokopenko P, Rudenko L, Isakova-Sivak I. Assessment of Immunogenic and Antigenic Properties of Recombinant Nucleocapsid Proteins of Five SARS-CoV-2 Variants in a Mouse Model. Viruses 2023; 15:230. [PMID: 36680269 PMCID: PMC9861333 DOI: 10.3390/v15010230] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/10/2023] [Accepted: 01/11/2023] [Indexed: 01/17/2023] Open
Abstract
COVID-19 cases caused by new variants of highly mutable SARS-CoV-2 continue to be identified worldwide. Effective control of the spread of new variants can be achieved through targeting of conserved viral epitopes. In this regard, the SARS-CoV-2 nucleocapsid (N) protein, which is much more conserved than the evolutionarily influenced spike protein (S), is a suitable antigen. The recombinant N protein can be considered not only as a screening antigen but also as a basis for the development of next-generation COVID-19 vaccines, but little is known about induction of antibodies against the N protein via different SARS-CoV-2 variants. In addition, it is important to understand how antibodies produced against the antigen of one variant can react with the N proteins of other variants. Here, we used recombinant N proteins from five SARS-CoV-2 strains to investigate their immunogenicity and antigenicity in a mouse model and to obtain and characterize a panel of hybridoma-derived monoclonal anti-N antibodies. We also analyzed the variable epitopes of the N protein that are potentially involved in differential recognition of antiviral antibodies. These results will further deepen our knowledge of the cross-reactivity of the humoral immune response in COVID-19.
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Affiliation(s)
- Alexandra Rak
- Department of Virology, Institute of Experimental Medicine, Saint Petersburg 197022, Russia
| | - Nikolay Gorbunov
- Department of Molecular Genetics, Institute of Experimental Medicine, Saint Petersburg 197022, Russia
| | - Valeria Kostevich
- Department of Molecular Genetics, Institute of Experimental Medicine, Saint Petersburg 197022, Russia
| | - Alexey Sokolov
- Department of Molecular Genetics, Institute of Experimental Medicine, Saint Petersburg 197022, Russia
| | - Polina Prokopenko
- Department of Virology, Institute of Experimental Medicine, Saint Petersburg 197022, Russia
| | - Larisa Rudenko
- Department of Virology, Institute of Experimental Medicine, Saint Petersburg 197022, Russia
| | - Irina Isakova-Sivak
- Department of Virology, Institute of Experimental Medicine, Saint Petersburg 197022, Russia
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SARS-CoV-2 Spike Protein Vaccine-Induced Immune Imprinting Reduces Nucleocapsid Protein Antibody Response in SARS-CoV-2 Infection. J Immunol Res 2022; 2022:8287087. [PMID: 35935586 PMCID: PMC9355782 DOI: 10.1155/2022/8287087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 07/08/2022] [Indexed: 11/29/2022] Open
Abstract
Immune imprinting or original antigenic sin (OAS) is the process by which the humoral memory response to an antigen can inhibit the response to new epitopes of that antigen originating from a second encounter with the pathogen. Given the situation of the COVID-19 pandemic, multiple vaccines have been developed against SARS-CoV-2 infection. These vaccines are directed to the spike protein (S protein) of the original variant of Wuhan D614G. Vaccine memory immune response against S protein in noninfected subjects could inhibit, through the OAS mechanism, the response to new epitopes of SARS-CoV-2 after infection. The present study analyzes whether the memory antibody B cell response generated by mRNA vaccines against S protein can inhibit the primary antibody immune response to other SARS-CoV-2 antigens, such as nucleocapsid protein (N protein). SARS-CoV-2 primary infection in vaccinated healthcare workers (HCWs) produced significantly lower titers of anti-N antibodies than that in nonvaccinated HCWs: 5.7 (IQR 2.3-15.2) versus 12.2 (IQR 4.2-32.0), respectively (p = 0.005). Therefore, spike protein vaccine-induced immune imprinting (original antigenic sin) reduces N protein antibody response.
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8
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Mullin S, Wyk BV, Asher JL, Compton SR, Allore HG, Zeiss CJ. Modeling pandemic to endemic patterns of SARS-CoV-2 transmission using parameters estimated from animal model data. PNAS NEXUS 2022; 1:pgac096. [PMID: 35799833 PMCID: PMC9254158 DOI: 10.1093/pnasnexus/pgac096] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 06/29/2022] [Indexed: 02/06/2023]
Abstract
The contours of endemic coronaviral disease in humans and other animals are shaped by the tendency of coronaviruses to generate new variants superimposed upon nonsterilizing immunity. Consequently, patterns of coronaviral reinfection in animals can inform the emerging endemic state of the SARS-CoV-2 pandemic. We generated controlled reinfection data after high and low risk natural exposure or heterologous vaccination to sialodacryoadenitis virus (SDAV) in rats. Using deterministic compartmental models, we utilized in vivo estimates from these experiments to model the combined effects of variable transmission rates, variable duration of immunity, successive waves of variants, and vaccination on patterns of viral transmission. Using rat experiment-derived estimates, an endemic state achieved by natural infection alone occurred after a median of 724 days with approximately 41.3% of the population susceptible to reinfection. After accounting for translationally altered parameters between rat-derived data and human SARS-CoV-2 transmission, and after introducing vaccination, we arrived at a median time to endemic stability of 1437 (IQR = 749.25) days with a median 15.4% of the population remaining susceptible. We extended the models to introduce successive variants with increasing transmissibility and included the effect of varying duration of immunity. As seen with endemic coronaviral infections in other animals, transmission states are altered by introduction of new variants, even with vaccination. However, vaccination combined with natural immunity maintains a lower prevalence of infection than natural infection alone and provides greater resilience against the effects of transmissible variants.
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Affiliation(s)
- Sarah Mullin
- Yale Center for Medical Informatics, Yale School of Medicine, New Haven, CT 06520, USA
| | - Brent Vander Wyk
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06520, USA
| | - Jennifer L Asher
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT 06520, USA
| | - Susan R Compton
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT 06520, USA
| | - Heather G Allore
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Biostatistics, Yale School of Public Health, New Haven, CT 06520, USA
| | - Caroline J Zeiss
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT 06520, USA
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9
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Mullin S, Wyk BV, Asher JL, Compton SR, Allore HG, Zeiss CJ. Modeling pandemic to endemic patterns of SARS-CoV-2 transmission using parameters estimated from animal model data. PNAS NEXUS 2022; 1:pgac096. [PMID: 35799833 PMCID: PMC9254158 DOI: 10.1093/pnasnexus/pgac096;] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The contours of endemic coronaviral disease in humans and other animals are shaped by the tendency of coronaviruses to generate new variants superimposed upon nonsterilizing immunity. Consequently, patterns of coronaviral reinfection in animals can inform the emerging endemic state of the SARS-CoV-2 pandemic. We generated controlled reinfection data after high and low risk natural exposure or heterologous vaccination to sialodacryoadenitis virus (SDAV) in rats. Using deterministic compartmental models, we utilized in vivo estimates from these experiments to model the combined effects of variable transmission rates, variable duration of immunity, successive waves of variants, and vaccination on patterns of viral transmission. Using rat experiment-derived estimates, an endemic state achieved by natural infection alone occurred after a median of 724 days with approximately 41.3% of the population susceptible to reinfection. After accounting for translationally altered parameters between rat-derived data and human SARS-CoV-2 transmission, and after introducing vaccination, we arrived at a median time to endemic stability of 1437 (IQR = 749.25) days with a median 15.4% of the population remaining susceptible. We extended the models to introduce successive variants with increasing transmissibility and included the effect of varying duration of immunity. As seen with endemic coronaviral infections in other animals, transmission states are altered by introduction of new variants, even with vaccination. However, vaccination combined with natural immunity maintains a lower prevalence of infection than natural infection alone and provides greater resilience against the effects of transmissible variants.
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Affiliation(s)
- Sarah Mullin
- Yale Center for Medical Informatics, Yale School of Medicine, New Haven, CT 06520, USA
| | - Brent Vander Wyk
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06520, USA
| | - Jennifer L Asher
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT 06520, USA
| | - Susan R Compton
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT 06520, USA
| | - Heather G Allore
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06520, USA,Department of Biostatistics, Yale School of Public Health, New Haven, CT 06520, USA
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