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Communication

A Rapid and Simple Multiparameter Assay to Quantify Spike-Specific CD4 and CD8 T Cells after SARS-CoV-2 Vaccination: A Preliminary Report

by
Mojtaba Shekarkar Azgomi
1,2,
Marco Pio La Manna
1,2,
Giusto Davide Badami
1,2,
Paolo Ragonese
2,
Antonino Trizzino
3,
Francesco Dieli
1,2 and
Nadia Caccamo
1,2,*
1
Central Laboratory of Advanced Diagnostic and Biomedical Research (CLADIBIOR), University of Palermo, 90127 Palermo, Italy
2
Department of Biomedicine, Neurosciences and Advanced Diagnostic (Bi.N.D.), University of Palermo, 90127 Palermo, Italy
3
Department of Pediatric Hematology and Oncology, A.R.N.A.S. Civico Di Cristina and Benfratelli Hospital, 90127 Palermo, Italy
*
Author to whom correspondence should be addressed.
Biomedicines 2021, 9(11), 1576; https://doi.org/10.3390/biomedicines9111576
Submission received: 24 September 2021 / Revised: 22 October 2021 / Accepted: 27 October 2021 / Published: 29 October 2021 / Corrected: 25 August 2023

Abstract

:
mRNA and Adenovirus vaccines for COVID-19 are used to induce humoral and cell-mediated immunity, with the aim to generate both SARS-CoV-2 B and T memory cells. In present study, we described a simple assay to detect and quantify Spike-specific CD4+ and CD8+ T cell responses induced by vaccination in healthy donors and in subjects with B cell compart impairment, in which antibody response is absent due to primary immunodeficiencies or CD20 depleting therapy. We detect and quantified memory T cell immune responses against SARS-CoV-2 evocated by vaccination in both groups, irrespective to the humoral response. Furthermore, we identified TNF-α as the main cytokine produced by T memory cells, after antigen-specific stimulation in vitro, that could be considered, other than IFN-γ, an additional biomarker of induction of T memory cells upon vaccination. Further studies on the vaccine-induced T cell responses could be crucial, not only in healthy people but also in immunocompromised subjects, where antigen specific T cells responses play a protective role against SARS-CoV-2.

1. Introduction

After more than 2 years, a syndrome case by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused more than 4 million deaths worldwide, and it still is a prevalent outbreak [1]. To date, different licensed vaccines for COVID-19 with different techniques are available, and all presumably induce both humoral and cell-mediated immunity, both of which are required for recovery following SARS-CoV-2 infection. In addition, patients with more severe diseases develop neutralizing antibodies (NAb) that correlate with viral load [2,3]. Still, on the other hand, SARS-CoV-2 can spread from cell to cell without exposure to the extracellular environment [4], limiting the role of NAb in reducing viral spread within the host. For this reason, T cells could be important mediators of the protective host response to SARS-CoV-2 infection. Hence, there is an urgent need to consider the role of SARS-CoV-2-specific T cell immune response after vaccination, analyzing either CD4+ T cells, which help B cells for antibody production, or CD8+ T cells that kill virus-infected cells [5,6]. Therefore, a simple and rapid assessment of T cell immune response after vaccination remains a challenge. Using flow cytometry, Riou and colleagues described a rapid assay to qualitatively and quantitatively measure SARS-CoV-2-specific CD4+ T cell responses in 31 healthcare workers [7]. Despite several studies demonstrating the feasibility of detecting SARS-CoV-2-specific CD4+ and CD8+ T cells, most of them have been performed in SARS-CoV-2-infected individuals and using different techniques. Still, there is very limited knowledge on similar assays performed after vaccination. Here, we report a rapid (~18 h) method to monitor SARS-CoV-2-specific T cell responses after vaccination independently from NAb blood concentration, which is alsousable in patients with primary or secondary B cell defects.

2. Methods

This assay relies on simultaneous expression of three cytokines (IL-2, IFN-γ and TNF-α) after 18 h of stimulation in vitro with a pool of lyophilized peptides, consisting mainly of 15-mer sequences with an 11 amino acid overlap, covering the immunodominant sequence domains of the spike glycoprotein of SARS-CoV-2 (PepTivator® SARS-CoV-2 Prot_S, Miltenyi Biotec, Surrey, UK). The study was approved by the Ethical Committee of the University Hospital. Peripheral blood mononuclear cells (PBMCs) were obtained from n = 41 fully vaccinated (mRNA vaccine BNT162b2, Pfizer/BioNTech, Mangonza, Germany) individuals, 15 to 21 days after receiving the second dose vaccine. Asymptomatic subjects negative for SARS-CoV-2 with a real-time PCR test were enrolled in the study.
The enrolled subjects (n = 40), were divided into four groups; the first three groups were composed of healthy donors (n = 28) with different titers of SARS-CoV-2 NAbs (SARS-CoV-2 Trimeric S IgG) at the time of venipuncture: G1 with a level of NAb < 390 BAU/mL, G2 with 390 < NAb < 1040 BAU/mL, G3 with NAb > 1040 BAU/mL. The fourth group (G4) was composed of patients (n = 12) without functional B cells and no NAb in peripheral blood (six patients with multiple sclerosis in therapy with ocrelizumab and six patients with primitive B cell deficiencies). The demographic characteristics of the groups are reported in Table 1 while the specific clinical and therapeutic characteristics of G4 patients are reported in Table 2.
PBMCs were stimulated for 18 h at 37 °C 5% CO2 in RPMI1640 complete medium, witha spike-specific peptide pool (1 μg/mL) at 1 × 106 cells/mL. RPMI or ionomycin/PMA were included in each sample as negative or positive controls, respectively. Brefeldin-A (10 μg/mL) was added after 2 h.
After 18 h of stimulation, cells were harvested and stained, first with live/dead marker (Zombie dye, Biolegend San Diego, CA, USA) then with mAb anti-human CD3PerCP-Vio® 700, mAb anti-human CD4 PE-Vio® 770 and mAb anti-human CD8 APC. After surface staining, cells were fixed, permeabilized and stained at room temperature for 30 min with mAb to anti-human IL-2 APC-Vio® 770, mAb anti-human IFN-γ FITC and mAb anti-human TNF-α PE. Samples were acquired on a FACSARIA II flow cytometer (BD Bioscience San Jose CA, USA) and analyzed using FlowJo v10 (BD Bioscience San Jose CA, USA).
The gating strategy is shown in Figure 1A. The threshold for positivity for spike-specific CD4+ T cell responses (>0.02%) and antigen-specific CD8+ T cell responses (>0.05%) was set according to Dan et al. [7,8,9] and calculated using the median two-fold standard deviation of all negative controls measured. GraphPad software was used to perform statistical analysis, and the groups were analyzed by using a Kruskal–Wallis test with Dunn’s correction and a Pearson correlation test.

3. Results

The proportion of vaccinated subjects positive for spike-specific memory CD4+ and CD8+ T cells, measured as the frequency of CD4+ and CD8+ T cells simultaneously expressing IL-2, IFN-γ and TNF-α, was 90% (36/40) and 70% (28/40), respectively (Figure 1B). Indeed, both the spike-specific CD4+ and CD8+ responses were characterized by very faint (if any) IL-2 expression and very low IFN-γ expression, but were enriched in cells expressing TNF-α (Figure 1C,D). Thus, and also in agreement with the study of Riou and colleagues [7], in our assay, TNF-α was the predominant cytokine produced, either by spike-specific CD4+ or CD8+ T cells, suggesting that TNF-α could be a more reliable biomarker than any other cytokine to detect spike-specific T cells in response to vaccination.
To study the correlation between the spike-specific T cell response and the NAb response, we stratified vaccinated healthy donors into three groups according to the titer of SARS-CoV-2NAbs: G1, <390 BAU/mL; G2, 390–1040 BAU/mL; G3, >1040 BAU/mL.
As shown in Figure 2A,B, the spike-specific CD4+ and CD8+ responses were of similar magnitude irrespective of the NAb titers in the G1, G2 and G3 groups. Accordingly, we did not find significant correlation between frequencies of spike-specific CD4+ and CD8+ T cells with NAb titers (Figure 2C,D), at least limited to those vaccinated subjects for whom precise antibody titers were available.
Finally, we analyzed the spike-specific T cell response in a group of subjects affected by primary or secondary B cell deficiencies, that had been vaccinated with the Pfizer/BioNTech BNT162b2 mRNA vaccine. Despite failing to produce spike-specific antibodies (Table 3), the B cell-deficient subjects showed a measurable spike-specific T cell response, comparable with that of the other groups.

4. Discussion

Much scientific evidence suggests that the cell-mediated response assumes relevant importance for an effective immune response against SARS-CoV-2 virus [10]. One study, in particular, showed that in cancer patients, the establishment of the cell-mediated response induced by the vaccine, even in the absence of a corresponding antibody response, was sufficient to confer protection against infection [11]. Another study has highlighted the establishment of the cellular immune response against SARS-CoV-2 in subjects vaccinated with BNT162b2Pfizer/BioNTech in the absence of an antibody response at the time of the assessment of adaptive immunity, after the second injection [12]. Furthermore, many studies have shown that mRNA vaccines induced a reduced humoral response in patients with acquired immunodeficiencies due to hematological diseases [13] or immunosuppressive therapies, including the use of biological drugs such as rituximab [14,15]. Finally, the Pfizer vaccine also provokeda cell-mediated immune response in subjects with primary immunodeficiencies affecting the B compartment [16]. This literature shows the potential usefulness of a test to evaluate the efficacy of vaccination by measuring the cellular immune response.
Some attempts have been made in this direction, also considering evaluating IFN-γ using IGRA tests [17]. However, the T cells’ response is expressed through different activation pathways, and the evaluation of a single cytokine may not fully reflect the state of activation of this compartment. A multiparametric flow cytometry test, such as the one proposed in this communication, through the evaluation of the simultaneous expression of TNF-α, IL2 and IFN-γ can identify more completely the presence of a cell-mediated immune response induced by vaccination regardless of the evaluation of the humoral response.
Our study shows that vaccination with Pfizer gives a robust cell-mediated immunological memory against spike protein antigens, independently from the titer of NAb, meaning that the T cell-mediated specific immune response against SARS-CoV-2 caused by vaccination can develop independently from B cell response. This finding highlights the importance of the cell-mediated immunity against SARS-CoV-2 induced by vaccination and identifies TNF-α as the main product of T cells of vaccinated subjects after specific stimulation in vitro, making this cytokine a correlate of successful vaccination. In conclusion, we have reported a proof-of-concept study describing a simple and easy assay to detect and quantify spike-specific CD4+ and CD8+ T cell responses induced by vaccination. Although our study has many limitations (small number of tested individuals, optimization and validation), it provides a tool to monitor the immunogenicity of SARS-CoV-2 vaccines and study the correlation between the quantity and quality of B and T cell-mediated responses and protection. Finally, studying vaccine-induced T cell responses may be of value in those subjects with B cell depletion following ocrelizumab or due to primary immunodeficiencies, in which serological responses are impaired, but T cell responses are preserved.

Author Contributions

Conceptualization, M.P.L.M., N.C. and F.D.; methodology, M.S.A.; software, M.S.A.; validation, N.C. and F.D.; formal analysis, M.S.A. and M.P.L.M.; investigation, M.S.A., G.D.B. and M.P.L.M.; resources, F.D., P.R. and A.T.; data curation, G.D.B., P.R. and A.T.; writing—original draft preparation, M.S.A.; writing—review and editing, M.P.L.M., N.C. and F.D.; visualization, N.C. and F.D.; supervision, N.C. and F.D.; project administration, N.C. and F.D.; funding acquisition, F.D. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Ethics Committee of A.O.U.P. Paolo Giaccone (protocol code 09/2021, October 2021).

Informed Consent Statement

Informed consent was obtained from all subjects enrolled for this study.

Data Availability Statement

The Data will be available upon reasonable request to the corresponding author.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Quantification of spike-specific CD4+ and CD8+ T cells after SARS-CoV-2 vaccination. Gating strategy used to identify spike-specific CD4+ and CD8+ T cells and to detect their cytokine expression in response to spike-derived peptides. (A) Cumulative frequency and distribution of spike-specific CD4+ and CD8+ T cells (B) in SARS-CoV-2-vaccinated individuals (n = 40). Cut-off for positivity was set at <0.02 for CD4+ T cells and <0.05 for CD8+ T cells. Analysis of distinct cytokine expression by spike-specific CD4+ (C) and CD8+ (D) T cells using a Kruskal–Wallis test with Dunn’s correction. ** p < 0.01; *** p < 0.001; ns: not significant.
Figure 1. Quantification of spike-specific CD4+ and CD8+ T cells after SARS-CoV-2 vaccination. Gating strategy used to identify spike-specific CD4+ and CD8+ T cells and to detect their cytokine expression in response to spike-derived peptides. (A) Cumulative frequency and distribution of spike-specific CD4+ and CD8+ T cells (B) in SARS-CoV-2-vaccinated individuals (n = 40). Cut-off for positivity was set at <0.02 for CD4+ T cells and <0.05 for CD8+ T cells. Analysis of distinct cytokine expression by spike-specific CD4+ (C) and CD8+ (D) T cells using a Kruskal–Wallis test with Dunn’s correction. ** p < 0.01; *** p < 0.001; ns: not significant.
Biomedicines 09 01576 g001
Figure 2. Correlation of spike-specific CD4+ and CD8+ T cells with spike-specific NAb titers. Frequencies of spike-specific CD4+ (A) and CD8+ (B) T cells upon stratification of vaccinated individuals in 3 different groups according to their SARS-CoV-2 NAb titers (groups G1 to G3). Pearson correlation coefficient with one-tailed P-value and 90% confidence interval between titers of SARS-CoV-2 NAbs and the frequency of spike-specific CD4+ (C) and CD8+ (D)T cells.
Figure 2. Correlation of spike-specific CD4+ and CD8+ T cells with spike-specific NAb titers. Frequencies of spike-specific CD4+ (A) and CD8+ (B) T cells upon stratification of vaccinated individuals in 3 different groups according to their SARS-CoV-2 NAb titers (groups G1 to G3). Pearson correlation coefficient with one-tailed P-value and 90% confidence interval between titers of SARS-CoV-2 NAbs and the frequency of spike-specific CD4+ (C) and CD8+ (D)T cells.
Biomedicines 09 01576 g002
Table 1. Characteristics of enrolled subjects.
Table 1. Characteristics of enrolled subjects.
G1 HD,
Nab < 390
BAU/mL
G2 HD,
390 < Nab < 1040
BAU/mL
G3 HD,
Nab > 1040
BAU/mL
G4 Patients
Ocrelizumab or Primitive
B Cell
Deficiences
Total
Enrolled Subjects (%)9(22.5%)8(20%)11(27.5%)12(30%)40(100%)
Mean Age50 44 45 41 44
Range27–66 27–59 22–55 21–64 22–66
Male Gender (%)5(55.7%)3(37.5%)3(77.5%)3(27.3%)14(35%)
Table 2. Clinical and therapeutic characteristics of G4 enrolled patients.
Table 2. Clinical and therapeutic characteristics of G4 enrolled patients.
G4 Enrolled PatientsPathologyCCITherapyN DaysIgG mg/dL
ID20RRMS0Ocrelizumab180-
ID30RRMS0Ocrelizumab180-
ID31RRMS0Ocrelizumab180-
ID39RRMS1Ocrelizumab160-
ID40SPMS2Ocrelizumab180-
ID41RRMS0Ocrelizumab180-
ID25CVID-IgG Vein
Kendrion
28>600
ID38CVID-Subcutaneous IgG
Hyqvia Takeda
28>600
ID45XLA-Subcutaneous IgG
Hyqvia Takeda
28>600
ID46CIVD-CSL Bhering Hizentra15>600
ID47XLA-IgG Vein
Kendrion
28>600
ID48PNH-CSL Bhering Hizentra15>600
RRMS = Relapsing–remitting multiple sclerosis;SPMS = Secondary progressive multiple sclerosis; CVID = Common variable immunodeficiency; XLA = Bruton’sagammaglobulinemia;PNH = Paroxysmal nocturnal hemoglobinuria;CCI = Charlson comorbidity index; N days = Days from the last infusion of monoclonal Ab or human IgG with respect to the sampling day.
Table 3. NAb titer and frequency of responder T cells in patients with B cell deficiencies.
Table 3. NAb titer and frequency of responder T cells in patients with B cell deficiencies.
Enrolled PatientsNAb BAU/mLFrequency (%) of
CD4+ T Cells
Frequency (%) of
CD8+ T Cells
ID2000.05580.0174
ID2500.19330.2069
ID3000.02710.0136
ID3100.06000.5232
ID3800.03500.0256
ID3900.00210.1285
ID4000.03900.0230
ID4100.08670.0631
ID4500.03590.0969
ID4600.01200.5109
ID4700.17000.1440
ID4800.01200.2530
Values above the cut-off are indicated in bold.
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MDPI and ACS Style

Shekarkar Azgomi, M.; La Manna, M.P.; Badami, G.D.; Ragonese, P.; Trizzino, A.; Dieli, F.; Caccamo, N. A Rapid and Simple Multiparameter Assay to Quantify Spike-Specific CD4 and CD8 T Cells after SARS-CoV-2 Vaccination: A Preliminary Report. Biomedicines 2021, 9, 1576. https://doi.org/10.3390/biomedicines9111576

AMA Style

Shekarkar Azgomi M, La Manna MP, Badami GD, Ragonese P, Trizzino A, Dieli F, Caccamo N. A Rapid and Simple Multiparameter Assay to Quantify Spike-Specific CD4 and CD8 T Cells after SARS-CoV-2 Vaccination: A Preliminary Report. Biomedicines. 2021; 9(11):1576. https://doi.org/10.3390/biomedicines9111576

Chicago/Turabian Style

Shekarkar Azgomi, Mojtaba, Marco Pio La Manna, Giusto Davide Badami, Paolo Ragonese, Antonino Trizzino, Francesco Dieli, and Nadia Caccamo. 2021. "A Rapid and Simple Multiparameter Assay to Quantify Spike-Specific CD4 and CD8 T Cells after SARS-CoV-2 Vaccination: A Preliminary Report" Biomedicines 9, no. 11: 1576. https://doi.org/10.3390/biomedicines9111576

APA Style

Shekarkar Azgomi, M., La Manna, M. P., Badami, G. D., Ragonese, P., Trizzino, A., Dieli, F., & Caccamo, N. (2021). A Rapid and Simple Multiparameter Assay to Quantify Spike-Specific CD4 and CD8 T Cells after SARS-CoV-2 Vaccination: A Preliminary Report. Biomedicines, 9(11), 1576. https://doi.org/10.3390/biomedicines9111576

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