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1.
Front Immunol ; 14: 1087996, 2023.
Article in English | MEDLINE | ID: covidwho-2318168

ABSTRACT

Background: To evaluate the benefits of SARS-CoV-2 vaccination in cancer patients it is relevant to understand the adaptive immune response elicited after vaccination. Patients affected by hematologic malignancies are frequently immune-compromised and show a decreased seroconversion rate compared to other cancer patients or controls. Therefore, vaccine-induced cellular immune responses in these patients might have an important protective role and need a detailed evaluation. Methods: Certain T cell subtypes (CD4, CD8, Tfh, γδT), including cell functionality as indicated by cytokine secretion (IFN, TNF) and expression of activation markers (CD69, CD154) were assessed via multi-parameter flow cytometry in hematologic malignancy patients (N=12) and healthy controls (N=12) after a second SARS-CoV-2 vaccine dose. The PBMC of post-vaccination samples were stimulated with a spike-peptide pool (S-Peptides) of SARS-CoV-2, with CD3/CD28, with a pool of peptides from the cytomegalovirus, Epstein-Barr virus and influenza A virus (CEF-Peptides) or left unstimulated. Furthermore, the concentration of spike-specific antibodies has been analyzed in patients. Results: Our results indicate that hematologic malignancy patients developed a robust cellular immune response to SARS-CoV-2 vaccination comparable to that of healthy controls, and for certain T cell subtypes even higher. The most reactive T cells to SARS-CoV-2 spike peptides belonged to the CD4 and Tfh cell compartment, being median (IQR), 3.39 (1.41-5.92) and 2.12 (0.55-4.14) as a percentage of IFN- and TNF-producing Tfh cells in patients. In this regard, the immunomodulatory treatment of patients before the vaccination period seems important as it was strongly associated with a higher percentage of activated CD4 and Tfh cells. SARS-CoV-2- and CEF-specific T cell responses significantly correlated with each other. Compared to lymphoma patients, myeloma patients had an increased percentage of SARS-CoV-2-specific Tfh cells. T-SNE analysis revealed higher frequencies of γδT cells in patients compared to controls, especially in myeloma patients. In general, after vaccination, SARS-CoV-2-specific T cells were also detectable in patients without seroconversion. Conclusion: Hematologic malignancy patients are capable of developing a SARS-CoV-2-specific CD4 and Tfh cellular immune response after vaccination, and certain immunomodulatory therapies in the period before vaccination might increase the antigen-specific immune response. A proper response to recall antigens (e.g., CEF-Peptides) reflects immune cellular functionality and might be predictive for generating a newly induced antigen-specific immune response as is expected after SARS-CoV-2 vaccination.


Subject(s)
COVID-19 , Epstein-Barr Virus Infections , Hematologic Neoplasms , Multiple Myeloma , Humans , COVID-19 Vaccines , SARS-CoV-2 , Leukocytes, Mononuclear , COVID-19/prevention & control , Herpesvirus 4, Human , Hematologic Neoplasms/therapy , Vaccination
2.
Clinical Immunology Communications ; 2:172-176, 2022.
Article in English | EMBASE | ID: covidwho-2252308

ABSTRACT

The decline in vaccine efficacy and the risk of reinfection by SARS-CoV-2 make new studies important to better characterize the immune response against the virus and its components. Here, we investigated the pattern of activation of T-cells and the expression of inflammatory factors by PBMCs obtained from naive and previously infected subjects following COVID-19 vaccination, after PBMCs stimulation with S1, RBD, and N-RBD SARS-CoV-2 proteins. PBMCs showed low levels of ACE2 and TMPRSS2 transcripts, which were not modulated by the exposure of these cells to SARS-CoV-2 proteins. Compared to S1 and RBD, N-RBD stimulation showed a greater ability to stimulate T-cell reactivity, according to CD25 and CD69 markers. Interestingly, T-cell reactivity was more pronounced in vaccinated subjects with prior SARS-CoV-2 infection than in vaccinated donors who never had been diagnosed with COVID-19. Finally, N-RBD stimulation promoted greater expression of IL-6 and IFN-gamma in PBMCs, which reinforces the greater immunogenic potential of this protein in the vaccinated subjects. These data suggest that PBMCs from previously infected and vaccinated subjects are more reactive than those derived from just vaccinated donors. Moreover, the N-RBD together viral proteins showed a greater stimulatory capacity than S1 and RBD viral proteins.Copyright © 2022

3.
Egyptian Journal of Chemistry ; 65(13 (Part B):369-375, 2022.
Article in English | GIM | ID: covidwho-2288172

ABSTRACT

COVID-19 is a current global pandemic, which has prompted many countries to develop ways to deal with it. Peptides have many medicinal and diagnostic benefits, so recently, many researchers have been developing peptide-based vaccines against COVID-19. In peptide-based vaccines, peptides act as specific antigens that will provide a faster immune response because they do not go through the process of cutting proteins in the Major Histocompatibility complex (MHC) antigen-presenting cells (APC) and can be directly presented outside the cells so that they can be recognized by the host killer T cells (CTL). Vaccine development can be accelerated with the help of immunoinformatic to predict specific epitopes to induce the CTL. We have predicted the CTL epitope through the immunoinformatic method. This study aims to synthesize candidate CTL epitopes as a candidate for the SARS-CoV-2 vaccine using the SPPS method with the Fmoc/t-Bu strategy. In this study, two CTL epitopes were synthesized through a conventional solid-phase peptide synthesis (SPPS) method, and another CTL epitope was synthesized using a semi-automated peptide synthesizer. The SPPS method is faster because the purification is only carried out at the final stage, while the Fmoc/t-Bu strategy was applied because it provides a mild reaction condition. Both synthetic approaches were compared. The semi-automated peptide synthesizer made the synthesis faster and more efficient due to the use of an inert gas (N2) during the synthesis. The synthetic peptides were characterized by TOF-ESI-MS. The three peptides showed ion peaks at m/z 1137.5509 (M+H)+, 1064.3468 (M+H)+, and 916.5859 (M+H)+, indicating correct molecular ion peaks for EILDITPCSF, IPIGAGICASY, and FIAGLIAIV, respectively.

4.
Autoimmunity, COVID-19, Post-COVID19 Syndrome and COVID-19 Vaccination ; : 129-140, 2022.
Article in English | Scopus | ID: covidwho-2282567

ABSTRACT

Adaptive immunity is an essential part of the control of viral infections. There are two major arms of the adaptive immune system, consisting of B cells—the cells mainly producing antibodies—and T cells, which further separate into the CD4+ help T cells and the CD8+ cytotoxic T cells. While the main function of CD4+ T cells is the provision of help to antibody optimization by B cells and to activate CD8+ T-cells, CD8+ T cells provide a cytotoxic effect on infected cells. Since its first appearance in 2019, the SARS-CoV-2 virus and following COVID-19 disease have received extraordinary attention. An extensive body of work evaluates the function and kinetic of adaptive immunity on COVID-19. Here we review the role of T cells in COVID-19 and their role in disease severity. © 2023 Elsevier Inc. All rights reserved.

5.
Coronaviruses ; 2(9) (no pagination), 2021.
Article in English | EMBASE | ID: covidwho-2281685

ABSTRACT

Severe acute respiratory syndromecoronavirus-2 (SARS-CoV-2) is a contagious pathogen responsible for the ongoing coronavirus disease 2019 (COVID-19) pandemic. The pathogenesis and immunological responses of SARS-CoV-2 infection are poorly understood until now. Once a person gets infected by SARS-COV-2, both innate and adaptive immunity gets compromised, which further plays an important role in making the disease more severe. The host's innate immune system forms the first layer of defense for protection from viral infections and initiates activation of the adaptive immune system in order to give maximum protection. The respiratory tract maintains the balance of T cell, B cell pro-and anti-inflammatory responses in order to protect the tissue from damage and diseases. In this review, the current updates related to the involvement of the immune system in the antiviral defense against SARS-CoV-2 have been discussed. These novel insights within the immunological response in the respiratory tract would support the future development of vaccines and immunoregulatory therapy for SARS-CoV-2 infection.Copyright © 2021 Bentham Science Publishers.

6.
Medical Journal of Malaysia ; 77(Suppl. 1):31-34, 2022.
Article in English | GIM | ID: covidwho-2248085

ABSTRACT

Introduction: Although CD4 and CD8 T-cells are the main subset of T-lymphocytes, their roles in COVID-19 infection and severity remain unclear. This study aimed to determine the role of increased CD4/CD8 T-cells ratio as a risk factor for cases of 28-days in-hospital mortality in COVID-19 patients. Materials and Methods: This study employed a prospective cohort design. Inclusion criteria were confirmed COVID-19 cases with a positive polymerase chain reaction report. CD4 and CD8 T-cells absolute counts were measured by flow cytometry. The CD4/CD8 ratio was calculated by dividing the absolute count of CD4 by that of CD8 T-cells. Results: A total of 85 subjects were followed for 28 days. The mean age of the subjects was 52.64 years, and majority of them were females (51.8%). Twenty-eight (32.9%) subjects died within 28 days of follow-up. Receiver operating characteristics analysis obtained an area under curve of 0.68 with the cut-off value 1.26 with p = 0.005. Kaplan-Meier's analysis obtained Hazard Ratio 2.91 (95%CI 1.377-6.161;p = 0.0052). Conclusion: Subjects with an increase in CD4/CD8 T-cells ratio >1.26 had a 2.91-times risk of 28 days in-hospital mortality.

7.
Front Immunol ; 14: 1114131, 2023.
Article in English | MEDLINE | ID: covidwho-2267733

ABSTRACT

In the current post-pandemic era, recipients of an allogeneic hematopoietic stem cell transplant (HCT) deserve special attention. In these vulnerable patients, vaccine effectiveness is reduced by post-transplant immune-suppressive therapy; consequently, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) disease (COVID-19) is often associated with elevated morbidity and mortality. Characterizing SARS-CoV-2 adaptive immunity transfer from immune donors to HCT recipients in the context of immunosuppression will help identify optimal timing and vaccination strategies that can provide adequate protection to HCT recipients against infection with evolving SARS-CoV-2 variants. We performed a prospective observational study (NCT04666025 at ClinicalTrials.gov) to longitudinally monitor the transfer of SARS-CoV-2-specific antiviral immunity from HCT donors, who were either vaccinated or had a history of COVID-19, to their recipients via T-cell replete graft. Levels, function, and quality of SARS-CoV-2-specific immune responses were longitudinally analyzed up to 6 months post-HCT in 14 matched unrelated donor/recipients and four haploidentical donor/recipient pairs. A markedly skewed donor-derived SARS-CoV-2 CD4 T-cell response was measurable in 15 (83%) recipients. It showed a polarized Th1 functional profile, with the prevalence of central memory phenotype subsets. SARS-CoV-2-specific IFN-γ was detectable throughout the observation period, including early post-transplant (day +30). Functionally experienced SARS-CoV-2 Th1-type T cells promptly expanded in two recipients at the time of post-HCT vaccination and in two others who were infected and survived post-transplant COVID-19 infection. Our data suggest that donor-derived SARS-CoV-2 T-cell responses are functional in immunosuppressed recipients and may play a critical role in post-HCT vaccine response and protection from the fatal disease. Clinical trial registration: clinicaltrials.gov, identifier NCT04666025.


Subject(s)
COVID-19 , Hematopoietic Stem Cell Transplantation , T-Lymphocytes , Humans , SARS-CoV-2 , Tissue Donors , Transplant Recipients , T-Lymphocytes/immunology , COVID-19 Vaccines
8.
Front Immunol ; 14: 1129753, 2023.
Article in English | MEDLINE | ID: covidwho-2269659

ABSTRACT

Background: Data on SARS-CoV-2 mRNA vaccine immunogenicity in people living with human immunodeficiency virus (PLWH) and discordant immune response (DIR) are currently limited. Therefore, we compare the immunogenicity of these vaccines in DIR and immunological responders (IR). Methods: A prospective cohort that enrolled 89 participants. Finally, 22 IR and 24 DIR were analyzed before vaccination (T0), one (T1) and six months (T2) after receiving BNT162b2 or mRNA-1273 vaccine. Additionally, 10 IR and 16 DIR were evaluated after a third dose (T3). Anti-S-RBD IgG, neutralizing antibodies (nAb), neutralization activity, and specific memory B cells were quantified. Furthermore, specific CD4+ and CD8+ responses were determined by intracellular cytokine staining and polyfunctionality indexes (Pindex). Results: At T1, all participants developed anti-S-RBD. 100% IR developed nAb compared to 83.3% DIR. Spike-specific B cells were detected in all IR and 21/24 DIR. Memory CD4+ T cells responded in 5/9 IR and 7/9 DIR, mainly based on the expression of IFN-γ and TNF-α, with a higher Pindex in DIR. Memory CD8+ T cells responded in only four participants in each group. At T2, anti-S-RBD and nAb titers were higher in DIR than in IR. In both groups, there was an increase in specific B memory cells, higher in DIR. Six IR and five DIR maintained a specific memory CD4+ response. Memory CD8+ response was preserved in IR but was lost in DIR. In a multivariate linear regression analysis, receiving mRNA-1273 instead of BNT162b2 played a prominent role in the results. Conclusions: Our data suggest that PLWH with DIR can mount an immune response similar to those with higher CD4+, provided they receive the mRNA-1273 vaccine instead of others less immunogenic.


Subject(s)
COVID-19 , Vaccines , Humans , COVID-19 Vaccines , BNT162 Vaccine , 2019-nCoV Vaccine mRNA-1273 , SARS-CoV-2 , CD8-Positive T-Lymphocytes , Prospective Studies , COVID-19/prevention & control , Vaccination , mRNA Vaccines , Immunity, Cellular , Antibodies, Neutralizing
9.
Am J Reprod Immunol ; 88(6): e13626, 2022 Dec.
Article in English | MEDLINE | ID: covidwho-2037888

ABSTRACT

PROBLEM: T-cells are key players in fighting the coronavirus disease 2019 (COVID-19). The checkpoint molecule B7-H4, a member of the B7 family, can inhibit T-cell activation and proliferation by inhibiting NF-kb expression. We aimed to elucidate the immunological role of soluble B7-H4 (sB7-H4) and B7-H4 in pregnant women suffered from an acute Sars-Cov2 infection. METHODS: Expression levels of sB7-H4 and cytokines were detected by enzyme linked immunosorbent assay. B7-H4 and cytokines mRNA expression was analyzed by qPCR, and B7-H4 and NF-κb (p65) protein levels were investigated by western blot and immunofluorescence staining in placenta chorionic villous and decidual basalis tissues of COVID-19 affected women and healthy controls. RESULTS: Fibrinoid necrosis in the periphery of placental villi was increased in the COVID-19-affected patients. sB7-H4 protein in maternal and cord blood serum and IL-6/IL-10 were increased while leukocytes were decreased during SARS-CoV-2 infection. Serum sB7-H4 level was increased according to the severity of SARS-Cov-2 infection. Cytokines (IL-6, IL-18, IL-1ß, TNF-α), B7-H4 mRNA and protein in the decidual basalis tissues of COVID-19-infected pregnant women were significantly increased compared to healthy controls. IL-18 and IL-1ß were significantly increased in the placenta chorionic villous samples of COVID-19 affected patients, while NF-κb (p65) expression was decreased. CONCLUSIONS: The expression of the immunological marker sB7-H4 correlated with the severity of COVID-19 disease in pregnant women. sB7-H4 and B7-H4 can be used to monitor the progression of COVID-19 infection during pregnancy, and for evaluating of the maternal immune status.


Subject(s)
COVID-19 , V-Set Domain-Containing T-Cell Activation Inhibitor 1 , Female , Humans , Pregnancy , Interleukin-18 , Interleukin-6 , NF-kappa B , Placenta , Pregnant Women , RNA, Messenger , RNA, Viral , SARS-CoV-2
11.
Eur J Clin Microbiol Infect Dis ; 41(4): 657-662, 2022 Apr.
Article in English | MEDLINE | ID: covidwho-1680942

ABSTRACT

PURPOSE: We compared the performance of an in-house-developed flow cytometry assay for intracellular cytokine staining (FC-ICS) and a commercially-available cytokine release assay (the QuantiFERON® SARS-CoV-2 Test [QF]) for detection and quantification of SARS-CoV-2-Spike (S)-reactive-IFN-γ-producing T cells after COVID-19 vaccination. PATIENTS AND METHODS: The sample included 141 individuals (all male; median age, 42 years; 20-72) who had been fully vaccinated with the Comirnaty® COVID-19 vaccine (at a median of 114 days; 34-145). Prior to vaccination, 91 were categorized as being SARS-CoV-2-naïve and 50 as SARS-CoV-2-experienced. A whole blood-based FC-ICS using 15-mer overlapping peptides encompassing the entire SARS-CoV-2 S protein was used for enumeration of virus-specific IFN-γ-producing CD4+ and CD8+ T cells. The QF test (Ag1 for CD4+ T cells and Ag2 for CD4+ and CD8+ T cells in combination) was carried out following the manufacturer's instructions. RESULTS: The FC-ICS and the QF assays returned significantly discordant qualitative results in both the entire cohort (P<0.001 with QF Ag1 and QF Ag2) and in SARS-CoV-2-naïve participants alone (P=0.005 and P=0.01, respectively). Discrepant results mostly involved FC-ICS positive/QF negative specimens. Overall, no correlation was found either between SARS-CoV-2 IFN-γ- CD4+ T-cell frequencies and IFN-γ levels measured in the QF Ag1 tube (P=0.78) or between the sum of SARS-CoV-2 IFN-γ CD4+ and CD8+ T-cell frequencies and IFN-γ levels quantified in the QF Ag2 tube. CONCLUSION: The data suggest a greater sensitivity for the FC-ICS assay than the QF test, and urge caution when comparing SARS-CoV-2 T-cell immune responses assessed using different analytical platforms.


Subject(s)
COVID-19 Vaccines , COVID-19 , Adult , Antibodies, Viral , CD8-Positive T-Lymphocytes , COVID-19/diagnosis , Cytokines , Flow Cytometry , Humans , Immunoassay , Male , SARS-CoV-2 , Spike Glycoprotein, Coronavirus , Staining and Labeling , Vaccination
12.
Vaccines (Basel) ; 10(2)2022 Jan 30.
Article in English | MEDLINE | ID: covidwho-1667375

ABSTRACT

This paper presents an alternative vaccination platform that provides long-term cellular immune protection mediated by cytotoxic T-cells. The immune response via cellular immunity creates superior resistance to viral mutations, which are currently the greatest threat to the global vaccination campaign. Furthermore, we also propose a safer, more facile, and physiologically appropriate immunization method using either intranasal or oral administration. The underlying technology is an adaptation of synthetic long peptides (SLPs) previously used in cancer immunotherapy. The overall quality of the SLP constructs was validated using in silico methods. SLPs comprising HLA class I and class II epitopes were designed to stimulate antigen cross-presentation and canonical class II presentation by dendritic cells. The desired effect is a cytotoxic T cell-mediated prompt and specific immune response against the virus-infected epithelia and a rapid and robust virus clearance. Epitopes isolated from COVID-19 convalescent patients were screened for HLA class I and class II binding (NetMHCpan and NetMHCIIpan) and highest HLA population coverage (IEDB Population Coverage). 15 class I and 4 class II epitopes were identified and used for this SLP design. The constructs were characterized based on their toxicity (ToxinPred), allergenicity (AllerCatPro), immunogenicity (VaxiJen 2.0), and physico-chemical parameters (ProtParam). Based on in silico predictions, out of 60 possible SLPs, 36 candidate structures presented a high probability to be immunogenic, non-allergenic, non-toxic, and stable. 3D peptide folding followed by 3D structure validation (PROCHECK) and molecular docking studies (HADDOCK 2.4) with Toll-like receptors 2 and 4 provided positive results, suggestive for favorable antigen presentation and immune stimulation.

13.
Transfusion ; 61(4): 1160-1170, 2021 04.
Article in English | MEDLINE | ID: covidwho-1069424

ABSTRACT

BACKGROUND: Efficacy of COVID-19 convalescent plasma (CCP) is hypothesized to be associated with the concentration of neutralizing antibodies (nAb) to SARS-CoV-2. High capacity serologic assays detecting binding antibodies (bAb) have been developed; nAb assays are not adaptable to high-throughput testing. We sought to determine the effectiveness of using surrogate bAb signal-to-cutoff ratios (S/Co) in predicting nAb titers using a pseudovirus reporter viral particle neutralization (RVPN) assay. METHODS: CCP donor serum collected by three US blood collectors was tested with a bAb assay (Ortho Clinical Diagnostics VITROS Anti-SARS-CoV-2 Total, CoV2T) and a nAb RVPN assay. Prediction effectiveness of various CoV2T S/Co criteria was evaluated for RVPN nAb NT50 titers using receiver operating characteristics. RESULTS: Seven hundred and fifty-three CCPs were tested with median CoV2T S/Co and NT50 of 71.2 of 527.5. Proportions of donors with NT50 over target nAb titers were 86% ≥1:80, 76% ≥1:160, and 62% ≥1:320. Increasing CoV2T S/Co criterion reduced the sensitivity to predict NT50 titers, while specificity to identify those below increased. As target NT50 titers increase, the CoV2T assay becomes less accurate as a predictor with a decline in positive predictive value and rise in negative predictive value. CONCLUSION: Selection of a clinically effective nAb titer will impact availability of CCP. Product release with CoV2T assay S/Co criterion must balance the risk of releasing products below target nAb titers with the cost of false negatives. A two-step testing scheme may be optimal, with nAb testing on CoV2T samples with S/Cos below criterion.


Subject(s)
Antibodies, Neutralizing/blood , Antibodies, Viral/blood , Blood Donors , COVID-19 Serological Testing , COVID-19/blood , SARS-CoV-2/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/therapy , Female , Humans , Immunization, Passive , Male , Middle Aged , COVID-19 Serotherapy
14.
Front Immunol ; 11: 569611, 2020.
Article in English | MEDLINE | ID: covidwho-874477

ABSTRACT

COVID-19 caused by SARS CoV2 emerged in China at the end of 2019 and soon become a pandemic. Since the virus is novel, pre-existing CoV2-specific immunity is not expected to exist in humans, although studies have shown presence of CoV2 cross-reactive T cells in unexposed individuals. Lack of effective immunity in most individuals along with high infectiousness of the virus has resulted in massive global public health emergency. Intense efforts are on to study viral pathogenesis and immune response to help guide prophylactic and therapeutic interventions as well as epidemiological assessments like transmission modeling. To develop an effective vaccine or biologic therapeutic, it is critical to understand the immune correlates of COVID-19 control. At the same time, whether immunity in recovered individuals is effective for preventing re-infection will be important for informing interventions like social distancing. Key questions that are being investigated regarding immune response in COVID-19 which will help these efforts include, investigations of immune response that distinguishes patients with severe versus mild infection or those that recover relative to those that succumb, durability of immunity in recovered patients and relevance of developed immunity in a cured patient for protection against re-infection as well as value of convalescent plasma from recovered patients as a potential therapeutic modality. This is a broad and rapidly evolving area and multiple reports on status of innate and adaptive immunity against SARS-CoV2 are emerging on a daily basis. While many questions remain unanswered for now, the purpose of this focused review is to summarize the current understanding regarding immune correlates of COVID-19 severity and resolution in order to assist researchers in the field to pursue new directions in prevention and control.


Subject(s)
Coronavirus Infections/immunology , Coronavirus Infections/prevention & control , Pandemics/prevention & control , Pneumonia, Viral/immunology , Pneumonia, Viral/prevention & control , Antibodies, Viral/immunology , B-Lymphocytes/immunology , COVID-19 , COVID-19 Vaccines , Coronavirus Infections/drug therapy , Cytokines/immunology , Humans , Inflammation Mediators/immunology , Patient Acuity , Recurrence , T-Lymphocytes/immunology , Viral Vaccines/immunology , COVID-19 Drug Treatment
15.
Genome Med ; 12(1): 70, 2020 08 13.
Article in English | MEDLINE | ID: covidwho-714063

ABSTRACT

BACKGROUND: The ongoing COVID-19 pandemic has created an urgency to identify novel vaccine targets for protective immunity against SARS-CoV-2. Early reports identify protective roles for both humoral and cell-mediated immunity for SARS-CoV-2. METHODS: We leveraged our bioinformatics binding prediction tools for human leukocyte antigen (HLA)-I and HLA-II alleles that were developed using mass spectrometry-based profiling of individual HLA-I and HLA-II alleles to predict peptide binding to diverse allele sets. We applied these binding predictors to viral genomes from the Coronaviridae family and specifically focused on T cell epitopes from SARS-CoV-2 proteins. We assayed a subset of these epitopes in a T cell induction assay for their ability to elicit CD8+ T cell responses. RESULTS: We first validated HLA-I and HLA-II predictions on Coronaviridae family epitopes deposited in the Virus Pathogen Database and Analysis Resource (ViPR) database. We then utilized our HLA-I and HLA-II predictors to identify 11,897 HLA-I and 8046 HLA-II candidate peptides which were highly ranked for binding across 13 open reading frames (ORFs) of SARS-CoV-2. These peptides are predicted to provide over 99% allele coverage for the US, European, and Asian populations. From our SARS-CoV-2-predicted peptide-HLA-I allele pairs, 374 pairs identically matched what was previously reported in the ViPR database, originating from other coronaviruses with identical sequences. Of these pairs, 333 (89%) had a positive HLA binding assay result, reinforcing the validity of our predictions. We then demonstrated that a subset of these highly predicted epitopes were immunogenic based on their recognition by specific CD8+ T cells in healthy human donor peripheral blood mononuclear cells (PBMCs). Finally, we characterized the expression of SARS-CoV-2 proteins in virally infected cells to prioritize those which could be potential targets for T cell immunity. CONCLUSIONS: Using our bioinformatics platform, we identify multiple putative epitopes that are potential targets for CD4+ and CD8+ T cells, whose HLA binding properties cover nearly the entire population. We also confirm that our binding predictors can predict epitopes eliciting CD8+ T cell responses from multiple SARS-CoV-2 proteins. Protein expression and population HLA allele coverage, combined with the ability to identify T cell epitopes, should be considered in SARS-CoV-2 vaccine design strategies and immune monitoring.


Subject(s)
Coronavirus Infections/immunology , Epitopes/immunology , HLA Antigens/immunology , Pneumonia, Viral/immunology , T-Lymphocytes/immunology , Viral Vaccines/immunology , Alleles , Antibody Affinity , COVID-19 , COVID-19 Vaccines , Computational Biology , Coronavirus Infections/genetics , Coronavirus Infections/prevention & control , Epitopes/chemistry , Epitopes/genetics , Genome, Viral , HLA Antigens/chemistry , HLA Antigens/genetics , Humans , Immunogenicity, Vaccine , Mass Spectrometry , Pandemics , Viral Vaccines/chemistry , Viral Vaccines/genetics
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