SUMMARY
SARS-CoV-2 infection in children typically results in asymptomatic or mild disease. There is a paucity of studies on antiviral immunity in African children. We investigated SARS-CoV-2-specific T cell responses in 71 unvaccinated asymptomatic South African children who were seropositive or seronegative for SARS-CoV-2. SARS-CoV-2-specific CD4+ T cell responses were detectable in 83% of seropositive and 60% of seronegative children. Although the magnitude of the CD4+ T cell response did not differ significantly between the two groups, their functional profiles were distinct, with SARS-CoV-2 seropositive children exhibiting a higher proportion of polyfunctional T cells compared to their seronegative counterparts. The frequency of SARS-CoV-2-specific CD4+ T cells in seronegative children was associated with the endemic human coronavirus (HCoV) HKU1 IgG response. Overall, the presence of SARS-CoV-2-responding T cells in seronegative children may result from cross-reactivity to endemic coronaviruses and could contribute to the relative protection from disease observed in SARS-CoV-2-infected children.
Keywords: SARS-CoV-2, Children, IgG responses, T cell response, Polyfunctional profile, endemic HCoV
INTRODUCTION:
Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) infection in children usually causes asymptomatic or mild illness, contrasting with the high rate of severe disease reported in older adults 1,2. As a result, global reports of coronavirus disease 2019 (COVID-19) cases among children and adolescents are underreported. The United Nations International Children’s Emergency Fund (UNICEF) estimates that 21% of all reported confirmed cases occur in individuals younger than 20 years 3.
In the USA, it has been documented that COVID-19-associated hospitalization rates among children less than 18 years were lower compared to those in older individuals 4. Indeed, the COVID-19-Associated Hospitalization Surveillance Network (COVID-NET) reported that children younger than 18 years accounted for only 4.2% of COVID-19-associated hospitalization and 0.2% of COVID-19-associated in-hospital deaths 5. In South Africa, during the first 2 years of the pandemic, 12.5% of confirmed cases and 0.7% of COVID-19 associated in-hospital deaths were in individuals younger than 19 years 6.
In contrast to the low COVID-19 severity in the majority of younger individuals, it is known that children are more susceptible than adults to other acute viral respiratory tract infections including respiratory syncytial virus (RSV), rhinovirus (RV), influenza virus and common circulating human coronaviruses (HCoV) 7. Several age-associated factors have been proposed to play a role in the reduction of severity to SARS-CoV-2 infection in children 2,8, including limited comorbidities 9–11, differences in the expression of SARS-CoV-2 viral entry factors 12–14, robust innate immune responses 15–18, humoral and cellular immunity 19–21 and pre-existing immunity against common cold circulating endemic HCoVs 22–26 . Endemic HCoVs account for 15 to 30% of respiratory infections reported annually in children 27,28. These HCoVs belong to the alpha-coronavirus subfamily (HCoV-229E and HCoV-NL63) and the beta-coronavirus subfamily (HCoV-OC43 and HCoV-HKU1) and have seasonal infection peaks during the winter season and are responsible for high rates of infection among children 29,30.
It is well established that protective immune responses to SARS-CoV-2 encompass both an antibody as and T cell components 31. Several studies have reported robust and durable antibody and T cell responses against SARS-CoV-2, which are maintained up to 6-12 months following infection 21,32–35. However, data on T cell responses in children compared to adults are conflicting, with studies reporting lower SARS-CoV-2-specific T cell responses in children 23,36,37, no differences 38 or greater T cell responses in children 22. Many of these studies make use of ELISPOT assays which preclude analysis of T cell phenotypes or functional cytokine profiles.
In this study, we prospectively characterized specific T cell responses in SARS-CoV-2 seropositive and seronegative children during the COVID pandemic and determined the functional profiles of SARS-CoV-2-specific T cells, in the context of their pre-existing immunity against endemic beta-HCoVs. This study provides novel insights into cross-reactive immunity to SARS-CoV-2 in children.
RESULTS:
Study cohort
To investigate SARS-CoV-2-specific immune responses, we measured immunoglobulin (Ig) G and T cell responses in 71 children recruited in Cape Town, Western Cape, South Africa. The participants are described in Figure 1A. The median age of the children was 7 years (interquartile range (IQR) 2.8-9 years) and 34% (24/71) were female. The children included in this study had not received any SARS-CoV-2 vaccine prior to recruitment and no PCR-confirmed infection data were available, although 58% showed SARS-CoV-2 seropositivity (defined as being positive for either anti-spike or anti-nucleocapsid IgG). Samples were collected between 1 February 2021 – 20 May 2021, after two infection waves in South Africa, that were dominated by the ancestral D614G strain followed by the Beta variant of concern 39.
SARS-CoV-2-specific antibody responses in children
To characterize the children serologically, we measured IgG responses against SARS-CoV-2 spike (S) and nucleocapsid (N) proteins using an indirect Enzyme-linked immunosorbent assay (ELISA) (Figure 1B). A large proportion (58%, 41/71) of unvaccinated children had detectable SARS-CoV-2-specific IgG against spike and/or nucleocapsid proteins and were classified as seropositive. Of the seropositive children, 30% (21/71) had spike- and nucleocapsid-specific IgG, 23% (16/71) had only spike-specific IgG and 5% (4/71) had only nucleocapsid-specific IgG only (Figure 1B).-The remaining 42% (30/71) had undetectable SARS-CoV-2-spike and nucleocapsid-specific IgG and were classified as seronegative (Figure 1B). IgG responses to spike and nucleocapsid are shown for the 41 seropositive children in Figure 1C.
SARS-CoV-2-specific T cell responses in children
The magnitude of SARS-CoV-2-specific T cell responses in children was quantified using a whole blood assay and intracellular cytokine staining followed by flow cytometry. SARS-CoV-2-specific CD4+ and CD8+ T cell responses were measured as total cytokine production of interferon-γ (IFN-γ), tumor necrosis factor-α (TNF-α) or interleukin-2 (IL-2) in response to a combined peptide pool covering SARS-CoV-2 spike (S), nucleocapsid (N) and membrane (M) proteins (Figure 2A).
We assessed the proportion of responders and magnitude of SARS-CoV-2-specific T cell responses according to the serostatus of the children (Figure 2B and C). As expected, 83% (34/41) of seropositive children had detectable SARS-CoV-2-specific CD4+ T cells. Interestingly, 60% (18/30) of seronegative children also had detectable SARS-CoV-2-specific CD4+ T cells, although this was a significantly lower proportion than observed in the seropositive group (p=0.0311). The magnitude of the SARS-CoV-2-specific CD4+ T cell response in seronegative responders was comparable to that observed in seropositive children (median of responders: 0.04% and 0.057% respectively; p=0.437, Figure 2B). Conversely, we did not observe significant differences in the proportion of SARS-CoV-2 CD8+ T cell responders (~50%) or the frequency of SARS-CoV-2-specific CD8+ T cells between seropositive and seronegative children (median of responders: 0.019% and 0.025% respectively; p=0.214, Figure 2C).
Next, we evaluated the polyfunctional profile of SARS-CoV-2-responding CD4+ and CD8+ T cells based on the co-expression of IFN-γ, IL-2 or TNF-α (Figure 2D, E). The overall functional profile of SARS-CoV-2-specific CD4+ T cells in seropositive children was distinct from that of seronegative children (p=0.007, Figure 2D). SARS-CoV-2-specific CD4+ T cells in seropositive children were more polyfunctional, exhibiting a higher proportion of triple functional IFN-γ+IL-2+TNF-α+-producing CD4+ T cells (p=0.0044), and dual expressing cells (IL-2+TNF-α+, p=0.0048; IFN-γ+IL-2+, p≤0.0001) compared to the seronegative children. In contrast, seronegative children were characterized by an increased proportion of IFN-γ monofunctional CD4+ T cells (p=0.0048). Considering the CD8 compartment, we detected no significant differences in the overall functional profile of SARS-CoV-2-responding CD8+ T cells between the two groups (p=0.098), although seropositive children did have a larger proportion of CD8+ T cells producing both IFN-γ and IL-2 (p=0.027) and single IFN-γ (p=0.011) (Figure 2E).
Taken together, these data show that a significant proportion of seronegative children have detectable SARS-CoV-2-specific CD4+ and CD8+ T cells. Notably, these CD4+ T cells exhibit a distinct polyfunctional profile compared to those found in SARS-CoV-2-exposed children.
Pre-existing immunity to endemic common circulating human coronaviruses
The presence of SARS-CoV-2-responding CD4+ T cells primarily exhibiting a monofunctional profile observed in seronegative children led us to hypothesize that the T cell response could be due to cross-reactivity resulting from prior infection with common circulating endemic HCoVs. Therefore, we measured endemic betacoronavirus HCoV-HKU1 and HCoV-OC43 spike IgG in SARS-CoV-2 seropositive and seronegative children. The magnitude of both HCoV-HKU1 (Figure 3A) and HCoV-OC43 (Supplemental Figure 1A) spike IgG was comparable in the seropositive and seronegative groups (median OD: 0.746 vs 0.420; p=0.153 for HCoV-HKU1 and 1.769 vs 1.281; p=0.07 for HCoV-OC43, respectively).
We found a significant correlation between the frequency of SARS-CoV-2-specific CD4+ T cells and HCoV-HKU1-spike IgG in seronegative children (p=0.036, r=0.392, Figure 3B), while no correlation was observed in seropositive children (p=0.936, r=−0.013, Figure 3C). For HCoV-OC43, no correlation was detected in either the seronegative (p=0.324, r=−0.187, Supplemental Figure 1B) or the seropositive group (p=0.171, r=−0.218, Supplemental Figure 1C). Overall, these results indicate SARS-CoV-2-reactive CD4+ T cell responses in seronegative children could be due in part to cross-reactive T cell immunity resulting from prior infection with common cold HCoV-HKU1.
SARS-CoV-2-specific T cell responses in SARS-CoV-2 seropositive children compared to COVID-19 convalescent adults
Blood and plasma samples were collected from 30 COVID-19 convalescent healthcare workers (HCWs) participating in a longitudinal study at Groote Schuur Hospital (Cape Town, Western Cape, South Africa) (Figure 4A). All convalescent adults had a prior PCR-confirmed SARS-CoV-2 infection (median 224 days prior to sampling) and had not received a COVID-19 vaccine at the time of sampling. Samples were collected between 22 January 2021 – 23 February 2021.
A trend towards a higher proportion of SARS-CoV-2 CD4 responders was observed in convalescent adults (97%) compared to seropositive children (83%) (p=0.07, Figure 4B). Moreover, in SARS-CoV-2 responders, convalescent adults did have a significantly higher frequency of SARS-CoV-2-specific CD4+ T cells compared to seropositive children (median of responders: 0.092% vs 0.057%; p=0.0004, respectively). Unlike CD4+ T cell responses, there were no significant differences in either the proportion of CD8 responders (53% vs 49%, p=0.705) or the frequency of SARS-CoV-2-specific CD8+ T cells (median of responders: 0.038% vs 0.019%; p=0.096) between convalescent HCWs and seropositive children (Figure 4C). Furthermore, we observed a positive correlation between age and the frequency of SARS-CoV-2-specific CD4+ T cells (p=0.0006, r=0.396, Figure 4D). No correlation was observed with SARS-CoV-2-specific CD8+ T cells and age (p=0.116, r=0.188, Figure 4E). Overall, these results show that convalescent adults mount higher SARS-CoV-2-specific CD4 T cell responses compared to children, which could be attributed to age-related T cell development.
DISCUSSION
T cells have been associated with protection from severe COVID-19 40. It is therefore important to understand the nature of T cell responses targeting SARS-CoV-2 in children, who have been largely spared from severe COVID-19. In this study, comparing SARS-CoV-2-specific T cell responses in SARS-CoV-2 seropositive and seronegative children, a sizable proportion of seronegative children had SARS-CoV-2-reactive CD4+ and CD8+ T cells, but their CD4+ T cells exhibited a distinct functional profile compared to seropositive children. Importantly, in seronegative children, the frequency of SARS-CoV-2-reactive CD4+ T cells positively associated with HCoV-HKU1 spike-specific IgG antibodies. Additionally, we showed that convalescent adults had a higher magnitude of CD4+ T cell responses against SARS-CoV-2 compared to seropositive children, which associated positively with age.
Our data are in accordance with several studies showing that children develop robust humoral and cellular immunity to SARS-CoV-2 20,22,38,41,42. In addition, SARS-CoV-2-specific T cell responses have been detected in 40-60% of SARS-CoV-2 unexposed individuals including children and adults 22,23,43–48 suggesting possible cross reactivity to HCoVs. One study demonstrated that the proportion of T cell responders was higher in children than adults 22. In contrast, a study by Tsang et al. found that SARS-CoV-2 uninfected children failed to mount detectable T cell responses 41. A further study showed that only a small proportion of seronegative children mounted a SARS-CoV-2-specific CD4+ T cell response (13%) compared to 60% in seropositive siblings, despite similar exposure in shared households 42. These two studies differ from our findings, where we showed that 60% of seronegative children had detectable SARS-CoV-2-specific T cell responses, consistent with Dowell et al 22. The discrepancies between the studies could be due to a difference in the seasonal prevalence of circulating HCoVs in each study setting 29,30,49, different T cell assays used to analyze T cell responses, and/or the cohort demographics.
Although the source of SARS-CoV-2 reactive T cells in seronegative children remains unclear, mounting evidence argues for cross-reactivity to endemic HCoVs. HCoVs (including beta HCoVs-HKU1 and OC43, and alpha HCoVs-NL63 and 229E) have partial sequence homology with SARS-CoV-2 44,50. While cross reactive humoral responses have been shown not to underly this protection 51, studies have reported pre-existing T cell responses to endemic HCoVs with cross-reactivity to SARS-CoV-2 in unexposed adults 47,52–57 and children 22,24,58,59. These cellular responses were targeted mainly towards the S2 subunit which is highly conserved among coronaviruses 22,25. In our study, we showed a positive correlation between the frequency of SARS-CoV-2 CD4+ T cells and the magnitude of HKU1 spike-specific IgG in SARS-CoV-2 seronegative children. Our findings are supported by similar findings showing that 58% (7/12) seronegative children had binding antibodies against alpha and/or beta HCoV spike proteins, which they concluded were likely due to recent HCoV infection 22.
Pre-existing immunity from endemic HCoVs infection or exposure has been shown to be associated with a protective effect against COVID-19 disease in adults 53,56,57,60,61. Sagar et al. showed that individuals with a documented recent or ongoing HCoV infection and SARS-CoV-2 infection had fewer COVID-19-associated complications when hospitalized, compared to individuals without HCoV infection 60. Previously, the clinical relevance of pre-existing immunity and cross-reactive cellular responses in providing protection from infection in children was unclear. Recently however, Dowell et al. demonstrated that as for SARS-CoV-2 seropositive children, SARS-CoV-2-reactive T cell responses in SARS-CoV-2 seronegative children were protective against Omicron infection, suggesting a protective role in SARS-CoV-2 unexposed individuals 62.
Polyfunctional T cells have been reported to be associated with protection against a number of viral diseases 63–66. These include protection against cytomegalovirus (CMV) infection after lung transplantation 64, improved viral control of hepatitis C virus (HCV) 65 and detection during human immunodeficiency virus (HIV) infection in long term nonprogressors 66. We found that seropositive children had a more polyfunctional profile of SARS-CoV-2-specific CD4+ T cells while CD4 responses in seronegative children exhibited a predominantly monofunctional profile. The SARS-CoV-2-specific polyfunctional Th1 CD4 response (characterized by co-expression of IFN-γ, TNF-α and/or IL-2), as seen in seropositive children, may be necessary for effective viral control and has been documented in COVID-19 convalescent adults 67,68.
The distinct functional profiles reported in our findings could be a result of differing degrees memory cell T cell differentiation or low SARS-CoV-2 peptide binding affinity with HCoV-specific T cells resulting in low T cell activation. The affinity between MHC molecules presenting peptide and the T cell receptor (TCR) plays a role in antigen recognition. It has been proposed that T cells with high affinity TCRs have greater effector functions and therefore an increased polyfunctional profile compared to low affinity TCRs 69,70. TCR cross-recognition of peptides on MHCs that are not structurally identical results in lower binding affinity which decreases T cell polyfunctionality 70,71. It is therefore plausible that the monofunctional profile of SARS-CoV-2 CD4+ T cell responses in seronegative children observed in our study may be mediated by cross-recognition of pre-existing T cell immunity to HCoV-HKUl, where partial sequence homology between HCoV-HKUl and SARS-CoV-2 results in low peptide binding affinity and a different functional T cell profile 44,55,69,71,72. It is noteworthy to report that we did not find any association with the other beta HCoV-OC43 spike-specific IgG and SARS-CoV-2-specific T cells in seronegative children, which could be related to differences in seasonal prevalence of types of HCoV infections.
Numerous studies have now compared the magnitude of the SARS-CoV-2 specific T cell response in children to those detectable in adults 22,23,36–38,41. Initially it was thought that children may have a higher magnitude of T cell responses given their relative resistance to severe disease and the link between T cell responses and protection from severe disease 8,73. However, children were shown to have lower T cell responses than adults in most studies, including the current study 23,36,37. A plausible explanation is that adults have a mature immune system with more differentiated memory T cell subsets endowed with increased cytokine capacity, whereas children have an immature immune system, with many more naïve T cells which have reduced cytokine producing capacity, are enriched for monofunctional responses and have increased antigen dependence 74. Despite lower circulating SARS-CoV-2-specific T cells, children and adults may also have different responses in the respiratory tract. There is evidence in adults demonstrating the presence of SARS-CoV-2-specific T cell responses in the nasal mucosa after infection and vaccination 75,76. However comparative studies have yet to be performed in children. Additionally, several studies have proposed that one potential contributing factor to age-related COVID-19 clinical outcome are the robust innate immune responses observed in children, which may contribute to early control of viral replication 15–17,77. Recent studies have shown that, compared to adults, SARS-CoV-2 seronegative children exhibited an increased number of innate immune cells with pre-activated signatures leading to early production of interferon-mediated antiviral effects in the upper respiratory tract 18,19.
In conclusion, our study shows that a robust SARS-CoV-2-specific T cell response is observed in children, including in those with no evidence of prior SARS-CoV-2 infection. We demonstrate that the magnitude of SARS-CoV-2-reactive CD4+ T cells in seronegative children correlates with HCoV-HKU1 exposure. This, together with a distinct functional profile of SARS-CoV-2-specific responding CD4+ T cells observed between seropositive and seronegative children provides further evidence for pre-existing T cell responses cross-reactive to SARS-CoV-2.
Limitations of the study
This study relied on serology to determine SARS-CoV-2 exposure. With no PCR confirmation of SARS-CoV-2 infection, the exact time of infection of the children could not be determined. Additionally, our study investigated T cell responses against SARS-CoV-2 spike, nucleocapsid and membrane proteins, and not the non-structural viral proteins that can also serve as targets for the T cell response, thus not capturing the full extent of T cell reactivity in infected participants. Furthermore, we did not address durability of the T cell responses in children due to the cross-sectional design of the study.
METHODS:
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact: Roanne S. Keeton (roanne.keeton@uct.ac.za).
Materials availability
Materials will be made available by request to Roanne S. Keeton (roanne.keeton@uct.ac.za).
Data and code availability
The published article includes all data generated or analyzed during this study, and summarized in the accompanying tables, figures, and supplemental materials.
EXPERIMENTAL MODEL AND SUBJECT DETAILS
Study participants
Paediatric participants (n=71) were recruited from two cohorts in the Western Cape, South Africa. The first cohort enrolled 50 children from the Red Cross War Memorial Children’s Hospital (Cape Town, Western Cape, South Africa). In this cohort 50/71 children were hospitalized for non-COVID-19-related elective procedures. A further 21 children were enrolled from the Drakenstein Child Health Study (DCHS) (Cape Winelands Western Cape, South Africa), a birth cohort study 78. The participants from this study were recruited between 1 February 2021 and 20 May 2021, after the first and the second infection waves with Ancestral strain and Beta variant in South Africa 79. Parents or legal guardians provided written informed consent for all paediatric participants. For the DCHS longitudinal cohort, this was renewed annually. The study was approved by the University of Cape Town Human Research Ethics Committee (HREC 599/2020 for the RC cohort and HREC 401/2009 for the DCHS cohort).
COVID-19 convalescent unvaccinated adults from a longitudinal study of healthcare workers (HCW) enrolled from Groote Schuur Hospital (Cape Town, Western Cape, South Africa) were included in the study (n=30). HCW in this cohort were recruited between July 2020 and January 2021 and were selected for inclusion based on a prior PCR-confirmed SARS-CoV-2 infection at least 3 months earlier. All participants were asymptomatic or had mild symptoms and did not require hospitalization for COVID-19 and were symptom-free at the time of sampling. Written informed consent was obtained from all participants and the study was approved by the University of Cape Town Human Research Ethics Committee (HREC 190/2020 and 209/2020).
METHODS DETAILS
SARS-CoV-2 and HCoV antigens
For serology assays, recombinant SARS-CoV-2 spike S1 (Cape Bio Pharms), and SARS-CoV-2 nucleocapsid (BioTech Africa) proteins were used for this study.
HKU1 and OC43 spike proteins were expressed in Human Embryonic Kidney (HEK) 293F suspension cells by transfecting the cells with the spike plasmid. After 6 days, proteins were purified using a nickel resin followed by size-exclusion chromatography. Relevant fractions were collected and frozen at −80°C until use.
SARS-CoV-2 peptides used for T cell assays included a commercially available peptide pool (15mers peptides with 11 amino acid overlap) covering the immunodominant regions of SARS-CoV-2 spike protein (PepTivator SARS-CoV-2 Prot_S, Miltenyi Biotech) based on the Wuhan-1 strain. The Spike peptide pool was prepared by resuspending in distilled water and used at a final concentration of 1 μg/ml. SARS-CoV-2 (Wuhan-1) nucleocapsid and membrane peptides (17mers with 10 amino acid overlap spanning the full proteins) were obtained from BEI Resources and were prepared by resuspending in dimethyl sulfoxide (DMSO, Sigma) and used at a concentration of 1 μg/ml.
Enzyme-linked immunosorbent assay (ELISA)
SARS-CoV-2-specific enzyme-linked immunosorbent assay (ELISA) was performed to characterize the serostatus of participants, as previously described 80. Two ug/ml of spike protein was used to coat 96-well high-binding plates and incubated overnight at 4 °C. The plates were incubated in a blocking buffer consisting of 1% casein, 0.05% Tween 20, 1x Phosphate-Buffered Saline (PBS) for SARS-CoV-2 or 1x PBS, 5% skimmed milk powder, 0.05% Tween 20 for HCoVs. Plasma samples were diluted to 1:50 for SARS-CoV-2 or 1:100 for HCoVs in the respective blocking buffer. For the SARS-CoV-2 ELISA, secondary antibody was diluted to 1:5000 in dilution buffer and added to the plates followed by SigmaFast O-phenylenediamine dihydrochloride (OPD) substrate. For the HCoV ELISAs, secondary antibody was diluted to 1:3000 in blocking buffer and added to the plates followed by TMB substrate (Thermofisher Scientific). Upon stopping the reaction with 1-3 M sulfuric acid, absorbance was measured at a wavelength of 490 nm for SARS-CoV-2 or 450 nm for HCoVs. A cut-off for positivity was set at two standard deviations (SD) above the mean optical density (OD) of prepandemic samples for SARS-CoV-2 ELISAs
Whole blood-based T cell assay
Blood was collected in sodium heparin tubes and processed within 4-6 hours of collection. The whole blood assay sample processing used for this study was adapted from a whole blood intracellular cytokine detection assay designed to detect SARS-CoV-2 specific T cells in adults 81,82. Briefly, 500 μl of blood was stimulated for 24 hours at 37°C with a combined pool of SARS-CoV-2 peptides including S, N and M, all at 1 μg/mL in the presence of costimulatory antibodies against CD28 (clone 28.2) and CD49d (clone L25) (1 μg/mL each; BD Biosciences) and Brefeldin A (10 μg/mL, Sigma-Aldrich). Unstimulated blood was incubated with costimulatory antibodies, Brefeldin A and an equimolar amount of DMSO as a background control. After 24 hours, blood was treated with EDTA (2 mM) for 15 minutes followed by red blood cell lysis and white cell fixation using FACS lysing solution (BD Biosciences) for 10 minutes. Cells were then cryopreserved in freezing media (90% fetal bovine serum (FBS) and 10% DMSO) and stored at −80°C until batched analysis.
Cell staining and flow cytometry
Cell staining was performed on cryopreserved fixed cells that were thawed and washed with 1% FACS washing buffer (1% FBS in PBS). Cells were stained with the following surface antibody markers: CD4 ECD (SFCI12T4D11, Beckman Coulter), CD8 BV510 (RPA-8, Biolegend) and incubated at room temperature for 20 minutes. Cells were permeabilized and stained with intracellular antibody markers CD3 BV650 (OKT3), IFN-γ AlexaFluor® 700 (B27), TNF-α BV786 (Mab11) and IL-2 APC (MQ1-17H12) (all from Biolegend). Finally, cells were washed and fixed with Cellfix (BD Biosciences). Samples were acquired on a multiparameter BD Fortessa flow cytometer using Diva software version 8 and analyzed using FlowJo v10. Results are expressed as the frequency of CD4+ or CD8+ T cells expressing IFN-γ, TNF-α or IL-2. Cytokine responses presented are background subtracted values (from the frequency of cytokine produced by unstimulated cells).
QUANTIFICATION AND STATISTICAL ANALYSIS
Statistical analyses were performed in Prism (v9.4.1; GraphPad Software Inc, San Diego, CA, USA). Non-parametric tests were used for all comparisons. The Mann-Whitney and Wilcoxon signed rank tests were used for unmatched and paired samples, respectively. Chi-square tests were used for comparisons between the proportion of responders represented as pie charts. All correlations reported are non-parametric Spearman’s correlations. Analysis of cytokine co-expressing populations was performed using SPICE version 5.1. P values less than 0.05 were considered statistically significant. Details of analyses performed for each experiment are described in the figure legends.
Supplementary Material
ACKNOWLEDGEMENTS
We thank the study participants and the parents/guardians of the children and the clinical staff and personnel at Red Cross War Memorial Children’s Hospital, the Drakenstein Child Health Study in Paarl, Western Cape and at Groote Schuur Hospital, Cape Town for their participation. We acknowledge Guarav Kwatra and Shabir Madhi for providing plasmids used for the endemic ELISA proteins. BEI resources provided the following reagents NIAID, NIH: Peptide Array, SARS-Related Coronavirus 2 Nucleocapsid (N) Protein, NR-52404 and SARS-Related Coronavirus 2 Membrane (M) Protein, NR-52403. This work is supported by the South African Medical Research Council (SA-MRC) with funds received from the South African Department of Science and Innovation (DSI), (grants 96825, SHIPNCD 76756, and DST/CON 0250/2012), the Poliomyelitis Research Foundation (21/65) and the Wellcome Centre for Infectious Diseases Research in Africa (CIDRI-Africa), which is supported by core funding from the Wellcome Trust (203135/Z/16/Z and 222754). SA-MRC to R.S.K. UK NIHR GECO award (GEC111 to H.J.Z), the Bill & Melinda Gates Foundation, USA (grants OPP1017641, OPP1017579 to H.J.Z). P.L.M. is supported by the South African Research Chairs Initiative of the Department of Science and Innovation and National Research Foundation of South Africa (NRF 9834), the SA Medical Research Council SHIP programme and the Centre for the AIDS Programme of Research in South Africa (CAPRISA). C.R. is supported by the EDCTP2 program of the European Union’s Horizon 2020 programme (TMA2017SF-1951-TB-SPEC), the Wellcome Trust (226137/Z/22/Z) and the National Institutes of Health (NIH) (R21AI148027). W.A.B. is supported by the EDCTP2 program of the European Union’s Horizon 2020 programme (TMA2016SF-1535-CaTCH-22), the Wellcome Trust (226137/Z/22/Z) and the EU-Africa Concerted Action on SARS-CoV-2 Virus Variant and Immunological Surveillance (COVICIS), funded through the EU’s Horizon Europe Research and Innovation Programme (101046041). H.J.Z is supported by the SA-MRC. LZ is funded by the South African Medical Research Council (SAMRC) through its Division of Research Capacity Development under the Mid-Career Scientist Programme from funding received from the South African National Treasury. The content hereof is the sole responsibility of the authors and do not necessarily represent the official views of the SAMRC. LJ Zühlke also receives support from the National Research Foundation of South Africa (NRFSA), as well as the UK Medical Research Council (MRC) and the UK Department for International Development (DFID) under the MRC/DFID Concordat agreement, via the African Research Leader Award (MR/S005242/1).
Footnotes
DECLARATION OF INTERESTS
The authors have no competing interests.
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Data Availability Statement
The published article includes all data generated or analyzed during this study, and summarized in the accompanying tables, figures, and supplemental materials.