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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2023.1123158</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Long-term adaptive response in COVID-19 vaccine recipients and the effect of a booster dose</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Perico</surname>
<given-names>Luca</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1684079"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Todeschini</surname>
<given-names>Marta</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/478800"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Casiraghi</surname>
<given-names>Federica</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/896486"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mister</surname>
<given-names>Marilena</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/22179"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pezzotta</surname>
<given-names>Anna</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1684093"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Peracchi</surname>
<given-names>Tobia</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2217840"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tomasoni</surname>
<given-names>Susanna</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/1596449"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Trionfini</surname>
<given-names>Piera</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2136518"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Benigni</surname>
<given-names>Ariela</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/212384"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Remuzzi</surname>
<given-names>Giuseppe</given-names>
</name>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/459226"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Department of Molecular Medicine, Istituto di Ricerche Farmacologiche Mario Negri IRCCS</institution>, <addr-line>Bergamo</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ritthideach Yorsaeng, Chulalongkorn University, Thailand</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Gunnveig Gr&#xf8;deland, University of Oslo, Norway; Yukiya Kurahashi, Kobe University, Japan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Ariela Benigni, <email xlink:href="mailto:ariela.benigni@marionegri.it">ariela.benigni@marionegri.it</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="equal" id="fn004">
<p>&#x2021;These authors have contributed equally to this work and share last authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Vaccines and Molecular Therapeutics, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1123158</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Perico, Todeschini, Casiraghi, Mister, Pezzotta, Peracchi, Tomasoni, Trionfini, Benigni and Remuzzi</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Perico, Todeschini, Casiraghi, Mister, Pezzotta, Peracchi, Tomasoni, Trionfini, Benigni and Remuzzi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>We examined the immune response in subjects previously infected with SARS-CoV2 and infection-na&#xef;ve 9 months after primary 2-dose COVID-19 mRNA vaccination and 3 months after the booster dose in a longitudinal cohort of healthcare workers. Nine months after primary vaccination, previously infected subjects exhibited higher residual antibody levels, with significant neutralizing activity against distinct variants compared to infection-na&#xef;ve subjects. The higher humoral response was associated with higher levels of receptor binding domain (RBD)-specific IgG<sup>+</sup> and IgA<sup>+</sup> memory B cells. The booster dose increased neither neutralizing activity, nor the B and T cell frequencies. Conversely, infection-na&#xef;ve subjects needed the booster to achieve comparable levels of neutralizing antibodies as those found in previously infected subjects after primary vaccination. The neutralizing titer correlated with anti-RBD IFN&#x3b3; producing T cells, in the face of sustained B cell response. Notably, pre-pandemic samples showed high Omicron cross-reactivity. These data show the importance of the booster dose in reinforcing immunological memory and increasing circulating antibodies in infection-na&#xef;ve subjects.</p>
</abstract>
<kwd-group>
<kwd>COVID-19</kwd>
<kwd>SARS-CoV-2</kwd>
<kwd>Delta</kwd>
<kwd>Omicron</kwd>
<kwd>mRNA vaccine</kwd>
<kwd>neutralizing antibodies</kwd>
<kwd>T and B cells</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="91"/>
<page-count count="11"/>
<word-count count="5488"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>As of February 2023, the coronavirus disease 2019 (COVID-19) pandemic had resulted in over 670 million severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections and almost 6.8 million deaths worldwide (<xref ref-type="bibr" rid="B1">1</xref>). One key step in limiting the spread of SARS-CoV-2 and severe clinical outcomes in COVID-19 has been the development of effective and durable vaccine protection. Two mRNA vaccines that exhibited strong immunogenicity and efficacy were approved (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>) between December 2020 and February 2021.</p>
<p>Despite initial encouraging results in clinical trials, an increase in breakthrough SARS-CoV-2 infections over time in vaccinated individuals has raised concerns about the long-term efficacy of these vaccines in the real world, as well as their efficacy against new, emerging variants (<xref ref-type="bibr" rid="B4">4</xref>). Most of the available clinical and modeling studies suggested that increased breakthrough infections could be the result of a reduction in circulating antibody levels between 4 and 6 months after primary vaccination (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>However, several groups have consistently documented that functional preservation of T cell responses following primary vaccination (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>) could play an important role as a second-level defense against SARS-CoV-2. These results could explain the finding that a putative reduction in vaccine efficacy against infection with a SARS-CoV-2 variant did not result in a parallel decline in protection against severe disease, which was still apparent up to 9 months after primary vaccination (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>In mid-2021, the rapid emergence and spread of various SARS-CoV-2 variants with high infectivity and transmissibility, such as the Delta variant, which may elude vaccine-induced humoral immunity (<xref ref-type="bibr" rid="B15">15</xref>), prompted some countries to offer an additional booster dose to those who have received a primary vaccination (<xref ref-type="bibr" rid="B16">16</xref>). Despite the uncertainty, the booster dose was recommended to subjects at higher risk of developing severe COVID-19, such as the elderly and immunocompromised subjects, as well as to subjects at high risk of infection, such as healthcare workers (HCWs). The booster dose was recommended 4 to 6 months after the primary vaccination, to address potentially decreasing humoral immunity and to restore vaccine efficacy against infection with different emerging variants (<xref ref-type="bibr" rid="B17">17</xref>). Therefore, all of the studies that are currently available have investigated the immunological response to primary vaccination for up to 6 months, while the long-term response beyond this time point remained largely unexplored.</p>
<p>Here, using a cohort of healthcare workers (HCWs), we investigated the humoral and cellular response 9 months after primary BNT162b2 (Comirnaty, Pfizer-BioNTech) vaccination, with a special focus on the variants that have emerged most recently, Delta and Omicron. We also evaluated longitudinal immunological changes over a 3-month period following homologous booster dose administration in the same vaccine recipients.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Ethics statement</title>
<p>The ADAPTIVE study, involving human subjects, was reviewed and approved by the Ethical Committee of the Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani IRCCS (PARERE N. 444_2021). The study conforms to the principles of the Helsinki Declaration and written informed consent was obtained from all enrolled subjects. Study participation was voluntary. No potentially identifiable human images or data are presented in this study.</p>
</sec>
<sec id="s2_2">
<title>Enzyme-linked immunosorbent assay</title>
<p>Human IgG against the RBD of the spike protein of SARS-CoV-2 were measured using a quantitative ELISA (Proteintech, #KE30003). Briefly, serum samples diluted 1:200 were incubated on 96-microwell plates pre-coated with recombinant S-RBD recombinant protein. Captured anti-S-RBD human antibodies were detected using HRP-conjugated secondary antibodies against anti-human IgG. Averages of duplicate readings for each standard and sample were subtracted for the average zero standard absorbance. Data were obtained with a best-fit standard curve determined by regression analysis using four-parameter logistic curve fit (4-PL) and expressed as &#x3bc;g/mL. The threshold for sample positivity for anti-S-RBD antibodies was set by the manufacturer as &gt; 0.625 &#x3bc;g/mL. To monitor SARS-CoV-2 infection during the study period, a quantitative ELISA was used to detect IgG against the SARS-CoV-2 nucleocapsid protein (Proteintech, #KE30001).</p>
</sec>
<sec id="s2_3">
<title>Cell culture and lentiviral neutralization assay</title>
<p>Vero E6 cells (ATCC, C1008; RRID: CVCL_0574) were cultured in Minimum Essential Medium Eagle EBSS with L-Glutamine (EMEM, Lonza, #BE12611F) supplemented with 1% non-essential amino acids, 10% heat inactivated fetal bovine serum (FBS; Life Technologies, #10270106) and 1% penicillin/streptomycin (P/S; Life Technologies, #15140122).</p>
<p>To potentiate lentivirus infection, we over-expressed in Vero E6 cells the main receptor involved in SARS-CoV-2 infection, angiotensin converting enzyme 2 (ACE2). Briefly, parental cells were transfected with replication incompetent, HIV-based, VSV-G pseudotyped ACE2 lentivirus (BPS bioscience, #79944). Specifically, 500,000 cells/well (6-well culture plate) were transduced with 10 M.O.I <italic>per</italic> cell of ACE2 lentivirus in the presence of 5 &#x3bc;g/mL of polybrene (Sigma Aldrich, #TR-1003). After 52 hours of transduction, the ACE2 overexpressing Vero E6 cells were harvested and seeded, 5,000 cells per well (96-well culture plate). The following day, cells were exposed to 2 M.O.I. <italic>per</italic> cell of an enhanced green fluorescent protein (eGFP) pseudotyped lentivirus expressing the spike protein of SARS-CoV-2 B.1.617.2 (Delta; BPS bioscience, #78216) or the spike protein of SARS-CoV-2 B.1.1.529.1 (Omicron; BPS bioscience, #78349) in the presence of 5 &#x3bc;g/mL polybrene overnight at 37&#xb0;C, 5% CO<sub>2</sub>. A bald lentiviral pseudovirion with eGFP reporter (BPS bioscience, #79987) was used at the same concentration as a negative control to confirm the spike-dependent pseudovirus infection.</p>
<p>To test the sera neutralizing activity, pseudotyped lentivirus were pre-incubated for 30 minutes with randomly selected sera from vaccinated individuals (1:200 dilution) before incubation with ACE2 overexpressing Vero E6 cells. After 24-hour incubation, infection medium was discarded and 500 &#xb5;L of fresh EMEM medium was added to each well. After 48 hours, cells were fixed and monitored under ApoTome Axio Imager Z2 (Carl Zeiss) to assess eGFP positivity. Before fixation nuclei were counterstained with Hoechst (NucBlue<sup>&#xae;</sup> Live ReadyProbes<sup>&#xae;</sup>; Thermo Fisher, Invitrogen, #R37605). At least 15 field <italic>per</italic> sample were acquired and the number of eGFP-positive Vero E6 cells counted (cells/field). The neutralizing activity was assessed as the ability of sera to reduce the number of infected cells and expressed as the percentage of reduction (%) in eGFP-positive cells exposed to lentiviral constructs pre-exposed to sera compared to the eGFP-positive cells exposed to lentiviral constructs alone.</p>
</sec>
<sec id="s2_4">
<title>B cell analysis</title>
<p>Peripheral blood mononuclear cells (PBMC) were isolated by gradient density centrifugation (Ficoll-Paque Plus, GE Healthcare, #17-1440-03). Frozen PBMC were thawed in complete RPMI medium (Thermo Fisher, #61870036) plus 5% human serum AB (Euroclone, #ECS0219D). B cells (8-10 million/each protein) specific for spike protein (Miltenyi, #130-1289-022), RBD protein (Miltenyi, #130-128-032) and for the spike B.1.1.529.1 &#x2013; Omicron variant (Acro Biosystems, #SPN-C82Ee) were evaluated by double tetramer staining using specific B cell analysis kits (Miltenyi, #130-128-032 and #130-128-022), following the instructions (8-10 million PBMC/each protein). Data were acquired on FACS LSRFortessa X-20 (BD Biosciences, San Jose, CA, USA) and analyzed with FlowJo software (FlowJo LLC). Live singlets were gated based on 7AAD fluorescence and specific B cells detected using the double discrimination method gated on CD3<sup>-</sup> CD14<sup>-</sup> 7AAD<sup>-</sup> and CD19<sup>+</sup> cells (CD3 PerCP-Vio700, #130-113-132; CD14 PerCP-Vio700, #130-113-151, Miltenyi). Cells incubated with streptavidin PE and PEVio770 alone were used as negative controls. Specific memory B cells were defined as CD27<sup>+</sup> CD19<sup>+</sup> on tetramer<sup>+</sup> B cells.</p>
</sec>
<sec id="s2_5">
<title>IFN&#x3b3; enzyme-linked immunosorbent spot assay</title>
<p>PBMC (1.5x10<sup>6</sup>/mL) were stimulated with 1 &#xb5;g/mL of peptide pools covering complete SARS-CoV-2 spike protein (PepTivator SARS-CoV-2 Prot-S Complete, Miltenyi, #130-127-953), the receptor binding domain RBD 319-541 (JPT, #PM-WCPV-S-RBD-2), the spike protein of the BA.1 Omicron variant (SARS-CoV-2 Prot-S B.1.1.529/BA.1 Mutation Pool, Miltenyi, #130-129-928) in an IFN&#x3b3; ELISPOT assay (TEMA Ricerca, #856.051.010). Cells incubated with dimethyl sulfoxide (DMSO, Sigma, #D2438) were used as negative controls, while cells stimulated with CEFX Ultra SuperStim pool (JPT, #PM-CEFX-1) were used as positive stimulation controls. Cells (300,000 PBMC/well) were stimulated for 20 hours at 37&#xb0;C 5% CO<sub>2</sub> in three replicates and then the ELISPOT assay was carried out according to manufacturer&#x2019;s instructions. To quantify peptide-specific response, spots of the DMSO (usually less than 20) were subtracted from the peptide stimulation wells and the results expressed as spots/300,000 PBMC.</p>
<p>Compared to the activation-induced marker (AIM) assays (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>), in our hands the IFN&#x3b3; ELISPOT assay provided more solid and wider differences between positive and negative controls and peptide stimulation wells. The negative control (DMSO) produced a very low number of spots while the spots in the positive control (CEFX) were consistently high in all subjects (over 200 spots/300,000 PBMC).</p>
</sec>
<sec id="s2_6">
<title>Statistical analysis</title>
<p>Data were reported as mean &#xb1; standard deviation or number (%). Differences between groups were evaluated by unpaired t-test or Fisher&#x2019;s exact test as appropriate. Continuous levels of cellular response against SARS-CoV-2 were expressed as median [interquartile range] and group comparisons were performed by non-parametric test Wilcoxon rank sum test. Correlations between continuous variables were evaluated with Pearson&#x2019;s index. Data were presented as box-and-whisker plots displaying the median, 25th and 75th percentiles of distribution and whiskers extend to the minimum and maximum values of the series. All analyses were carried out using SAS (version 9.4). All <italic>p-values</italic> were 2-sided.</p>
<p>For the analysis of the lentiviral infection assay, data were expressed as mean &#xb1; standard deviation and comparisons were made using ANOVA with corrected with Tukey <italic>post hoc</italic> test.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>This observational study included a total of 49 HCWs from the Mario Negri Institute&#x2019;s Clinical Research Centre. Baseline characteristics are reported in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>. On January 10, 2021, all HCWs received a primary vaccination with BNT162b2, according to the standard regimen of 2 doses administered 3 weeks apart. A baseline blood withdrawal was performed before vaccination (T1) and a subsequent withdrawal was scheduled 19 days after the second dose (T2) to obtain serum samples for antibody evaluation.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Humoral response and neutralizing activity of infection-na&#xef;ve and previously infected vaccine recipients over time. <bold>(A)</bold> Schematic representation depicting the study design. Drawings were created using BioRender. #<italic>p-value</italic>=0.049 <italic>vs</italic> infection-na&#xef;ve subjects. <bold>(B)</bold> Evaluation of neutralizing anti-RBD IgG in infection-na&#xef;ve and previously infected vaccine recipients at baseline (T1), 19 days after primary vaccination (T2), 9 months after primary vaccination (T3), and 3 months after the booster dose (T4). *<italic>p-value</italic>&lt;0.0001 <italic>vs</italic> infection-na&#xef;ve subjects; #<italic>p-value</italic>&lt;0.0001 <italic>vs</italic> the respective T1. <bold>(C)</bold> Representative images and quantification of lentiviral construct infection in Vero E6 cells overexpressing human angiotensin converting enzyme 2 (ACE2). Nuclei are counterstained with Hoechst. Scale bar: 50 &#x3bc;m. *<italic>p-value</italic>&lt;0.001 <italic>vs</italic> Bald, #<italic>p-value</italic>&lt;0.01; ##<italic>p-value</italic>&lt;0.001 <italic>vs</italic> Delta. <bold>(D, E)</bold> Quantification of neutralizing activity of sera against <bold>(D)</bold> B.1.617.2 (Delta) and <bold>(E)</bold> B.1.1.529.1 (Omicron) at T3 and T4. *<italic>p-value</italic>&lt;0.0001 <italic>vs</italic> infection-na&#xef;ve subjects; #<italic>p-value</italic>&lt;0.0001 <italic>vs</italic> the respective T3. The sample size (<italic>n</italic>) for each panel is indicated in brackets.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1123158-g001.tif"/>
</fig>
<p>To evaluate the levels of neutralizing antibodies, we used an enzyme-linked immunosorbent assay (ELISA) pre-coated with recombinant receptor binding domain (RBD), the main region of the SARS-CoV-2 spike (S) protein involved in viral entrance into target cells (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>, baseline evaluation (T1) identified anti-RBD antibody levels above the detection threshold in 17 HCWs (35%), who were categorized as previously infected. These subjects encountered SARS-CoV-2 synchronously during the peak of the first wave of the pandemic caused by Wuhan Hu-1 in March 2020 in northern Italy (<xref ref-type="bibr" rid="B20">20</xref>). When we analyzed the anamnestic questionnaires completed by previously infected volunteers, we found that COVID-19 mostly presented as a mild disease, with fever, muscle pain and fatigue the most commonly experienced symptoms and none of the infected subjects requiring hospitalization (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). On the other hand, 32 HCWs (65%) tested negative for anti-S-RBD antibodies and were considered na&#xef;ve to natural infection (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Mean antibody levels were 1.05 &#xb1; 0.44 and 0.08 &#xb1; 0.03 &#x3bc;g/mL in previously infected and infection-na&#xef;ve individuals, respectively, at T1 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Nineteen days after the primary vaccination (T2), all HCWs had mounted a robust neutralizing humoral response, although vaccine-evoked humoral response was significantly higher in previously infected subjects (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>
<bold>)</bold>. In line with other studies (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>), our data indicate that response to primary vaccination is associated with a greater neutralizing antibody titer in individuals with a previous history of SARS-CoV-2 infection.</p>
<p>Following the approval of the booster dose by European regulatory agencies, all subjects received the BNT162b2 booster in November 2021. Before the booster dose, all available consenting HCWs underwent a blood withdrawal (T3) to obtain sera for antibody evaluation and peripheral blood mononuclear cells (PBMC) for T and B cell analysis. During the period between the primary vaccination and blood withdrawal before the booster dose (T3), no SARS-CoV-2 infections were reported in infection-na&#xef;ve HCWs when they were tested using real-time reverse transcription polymerase chain reaction (<xref ref-type="bibr" rid="B28">28</xref>) or ELISA for anti-nucleocapsid antibodies. A blood sampling repeat was planned on February 2022, 3 months after the booster dose (T4). During the period between the booster dose and the blood withdrawal at T4, 3 infection-na&#xef;ve HCWs were diagnosed with SARS-COV-2 using qRT-PCR tests and tested positive for anti-nucleocapsid antibodies. These 3 individuals were moved to the previously infected group in the analysis at T4.</p>
<p>Analysis of anti-S-RBD antibody titer at 9 months (T3) revealed that neutralizing antibodies decreased substantially and to a similar extent in both groups (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>, decrease: 73.9 &#xb1; 9.9% <italic>vs</italic> 75.9 &#xb1; 7.0%, mean &#xb1; standard deviation), demonstrating that previous SARS-CoV-2 infection did not alter rates of antibody reduction over time. Despite this marked decline, both groups were still positive for anti-S-RBD IgG, and none of the subjects had dropped to subthreshold levels (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Our data extend the observations made by Goel and colleagues, who reported detectable neutralizing antibodies in most vaccine recipients for up to 6 months following primary vaccination (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>), even in the setting of a different mRNA vaccine (<xref ref-type="bibr" rid="B31">31</xref>). At T4, we found that the booster dose significantly restored neutralizing antibody levels, to a similar extent in both groups (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>).</p>
<p>When the study was completed (1 May 2022), 6 additional SARS-CoV-2 diagnoses were reported in the infection-na&#xef;ve group after blood withdrawal at T4, and 2 were reported in previously infected subjects. Altogether, a total of 9 na&#xef;ve subjects (28.1%) experienced SARS-CoV-2 infection after the booster dose, while only 2 infections (11.8%) were reported in previously infected subjects.</p>
<p>In order to assess whether the residual antibody levels detected at 9 months had a neutralizing effect on the most recent SARS-CoV-2 variants, we performed a lentiviral infection assay with an enhanced green fluorescent protein (eGFP) pseudotyped lentivirus that expressed the full length spike protein of either the B.1.617.2 (Delta) or B.1.1.529.1 (Omicron) lineages. As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>, exposing the cells to the Delta lentivirus was associated with a lower frequency of eGFP expression compared to Omicron. No signal was observed when a bald lentiviral pseudovirion was used as a negative control (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>), confirming the spike-dependent lentiviral infection of target cells. In this setting, we tested the antibody-neutralizing activity by incubating lentiviral constructs with serum samples. As shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>, the residual antibody levels in previously infected HCWs retained potent neutralizing capacity at 9 months, as demonstrated by the ability of sera to halt the Delta pseudotyped lentivirus infection in target cells. Similarly, residual neutralizing antibody blocked Omicron lentiviral infection to a significant extent (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1E</bold>
</xref>). Our data extend the observations made by Luczkowiak and colleagues to Omicron. They had reported that COVID-19 patients who had recovered had strong neutralizing antibody titers against previous variants of concerns 8 months after primary vaccination (<xref ref-type="bibr" rid="B32">32</xref>). Given that several studies have reported that residual neutralization levels may still be sufficient to protect against symptomatic disease (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>), our finding supports the hypothesis that previously infected vaccine recipients are protected at 9 months. In line with this hypothesis, a recent study documented that infection-acquired immunity, in combination with primary vaccination, conferred a high level of protection against SARS-CoV-2 more than 1 year after infection (<xref ref-type="bibr" rid="B36">36</xref>), even against the BA.5 variant that had recently emerged (<xref ref-type="bibr" rid="B37">37</xref>). This finding was also observed in high-risk populations (<xref ref-type="bibr" rid="B38">38</xref>). Conversely, sera from infection-na&#xef;ve subjects collected 9 months after primary vaccination exhibited no neutralizing activity toward either the Delta or Omicron constructs (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D, E</bold>
</xref>). Our findings are in line with data that show suboptimal post-vaccine immune responses in infection-na&#xef;ve individuals (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>).</p>
<p>In previously infected subjects, the upsurge of neutralizing antibody levels following the booster dose was not paralleled by a comparable increase in neutralizing activity, which was only slightly enhanced (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>). In contrast, the vigorous upsurge in neutralizing antibody titer in infection-na&#xef;ve individuals was associated with a significant increase in neutralizing activity against different variants (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>), suggesting that these subjects require a booster dose to achieve appropriate neutralizing activity against both SARS-CoV-2 variants (<xref ref-type="bibr" rid="B41">41</xref>). Our results are fully consistent with those from a different cohort which showed that, almost 9 months after primary vaccination, Delta neutralization was detected in only 19% of COVID-19 na&#xef;ve subjects and 88% of subjects who had recovered from COVID-19 (<xref ref-type="bibr" rid="B42">42</xref>). As in our study, a booster dose was required to restore neutralizing activity against Delta in COVID-19 na&#xef;ve vaccine recipients. These data are confirmed by real word data from two independent studies that show that vaccine efficacy against infection with the Delta variant was around 80% soon after primary vaccination (&lt;120 days), while it decreased over time to 0-50% (&gt;120 days) (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). In both studies, vaccine efficacy against infection with the Delta variant was restored by the booster dose. Collectively, these data may suggest that immune protection against infection needs to be optimized through the booster dose for infection-na&#xef;ve subjects.</p>
<p>We next investigated the B cell response to mRNA vaccination. Indeed, previously published studies have shown that mRNA vaccines generate functional memory B cells and that levels of these cells increase 3 months after primary vaccination (<xref ref-type="bibr" rid="B29">29</xref>) and persist until 6 months post-primary vaccination, despite the marked decrease in specific IgG neutralizing antibodies (<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>). Based on these findings, we sought to evaluate whether changes in SARS-CoV-2-specific B cell frequencies were responsible for the changes observed in the neutralizing activity. To this end, we used a double tetramer fluorescence activated cell sorting (FACS) staining approach to quantify memory B cells specific to the spike protein and the RBD of Wuhan Hu-1. To evaluate the magnitude of the specific B cells that recognize SARS-CoV-2, we also analyzed PBMCs from healthy donors, which had been collected before 2019. Representative flow cytometry pseudocolor plots of spike-specific B cells are shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>. Compared to pre-pandemic healthy donors, in vaccinated individuals at T3 and T4, circulating B cells specific for Wuhan Hu-1 spike and RBD were significantly higher (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). No major differences were observed in the B cell frequency between previously infected and infection-na&#xef;ve subjects (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). When we further analyzed the specific CD27<sup>+</sup> memory B cell subsets, we found that Wuhan Hu-1 RBD-specific CD27<sup>+</sup> memory B cells and, in particular IgG<sup>+</sup>CD27<sup>+</sup> and IgA<sup>+</sup>CD27<sup>+</sup>, but not IgM<sup>+</sup>CD27<sup>+</sup>, were significantly higher at 9 months in previously infected subjects compared to infection-na&#xef;ve subjects (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Notably, anti-S-RBD IgG<sup>+</sup>CD27<sup>+</sup> and IgA<sup>+</sup>CD27<sup>+</sup> B cells significantly correlated with neutralizing antibody at T3 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). Although we did not investigate anti-S-RBD IgA levels, the finding that IgA<sup>+</sup>CD27<sup>+</sup> RBD-specific memory B cells correlated positively with neutralizing antibody suggests that previously infected vaccine recipients have additional neutralizing protection, as IgA has been shown to mediate the early SARS-CoV-2 neutralizing response (<xref ref-type="bibr" rid="B49">49</xref>). This hypothesis has been confirmed by recent data that showed that vaccination induced a minimal IgA response in individuals who had not been exposed to SARS-CoV-2, while IgA induction after vaccination was more efficient in patients with a COVID-19 history (<xref ref-type="bibr" rid="B50">50</xref>). A recent study also documented the critical role that IgA<sup>+</sup> B cell memory recall induced by vaccination plays in breakthrough infection (<xref ref-type="bibr" rid="B51">51</xref>). These data provide a novel insight into long-term immunity to SARS-CoV-2 in previously infected subjects who exhibited marked immunological imprinting from previous infection, shaping the long-term breadth and maturation of neutralizing activity, even in the absence of a booster dose. These data indicate that pre-vaccination immunological memory plays a major role in dictating better vaccination outcomes and may explain why fewer breakthrough infections were reported in our cohort of previously infected subjects, in line with real-world data (<xref ref-type="bibr" rid="B52">52</xref>). After the booster dose, we did not find any changes in either the frequency of B cells specific for the spike protein of Wuhan Hu-1 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>) or in the number of IgG<sup>+</sup> and IgA<sup>+</sup> CD27<sup>+</sup> memory B cells (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). These data indicate that the booster dose does not induce a major expansion of memory B cells, either in previously infected or in infection-na&#xef;ve subjects. These findings apparently contrast with those reported recently by Goel and colleagues, who documented a significant expansion of the memory B cell repertoire following the booster dose (<xref ref-type="bibr" rid="B53">53</xref>). However, in their analysis the authors showed that the greatest expansion of spike-specific memory B cell was detected at 2 weeks post-booster, while it declined over the following months (<xref ref-type="bibr" rid="B53">53</xref>). Having investigated the B cell response 3 months after the booster dose, it is conceivable that we missed the early transient expansion of spike-specific B cells triggered by the antigenic stimulus of the booster dose. All these data suggest that, regardless of the rapid and transient immunogenic stimulus provided by the booster dose, the B cell magnitude is durable and effective in producing a large amount of neutralizing antibodies when faced with additional antigen exposure (<xref ref-type="bibr" rid="B51">51</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Analysis of B cell frequency in infection-na&#xef;ve and previously infected vaccine recipients over time. <bold>(A)</bold> Representative flow cytometry pseudocolor plots of spike-specific B cells in pre-pandemic healthy donor (HD), in an infection-na&#xef;ve and a previously infected subject. <bold>(B, C)</bold> Percentages of tetramer<sup>+</sup> on CD19<sup>+</sup> B cells <bold>(B)</bold> and the percentages of memory CD27<sup>+</sup>, IgG<sup>+</sup>CD27<sup>+</sup> and IgA<sup>+</sup>CD27<sup>+</sup> B cells on tetramer<sup>+</sup> B cells <bold>(C)</bold> are shown for the spike and RBD protein of the Wuhan Hu-1 SARS-CoV-2 and in response to the B.1.1.529.1 (Omicron) spike protein in infection-na&#xef;ve and previously infected subjects at 9 months after primary vaccination (T3) and 3 months after the booster dose (T4), as well as for pre-pandemic HD. *<italic>p-value</italic>&lt;0.05 <italic>vs</italic> infection-na&#xef;ve and previously infected subjects at T3 and T4; #<italic>p-value</italic>&lt;0.05 <italic>vs</italic> infection-na&#xef;ve subjects at T3. The sample size (<italic>n</italic>) for all B cell analyses is indicated in brackets in panel <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1123158-g002.tif"/>
</fig>
<p>To analyze the full spectrum of cellular immunity, we focused on T cells, given that their response to the spike protein is instrumental in the coordinated humoral response that follows primary mRNA vaccination (<xref ref-type="bibr" rid="B54">54</xref>). To assess the total effector T cell response, we performed an IFN&#x3b3; ELISpot assay following stimulation with pooled overlapping 15-mer peptides spanning the full length and RBD of Wuhan Hu-1. In this setting, the specific IFN&#x3b3; T cell responses against the spike and RBD were significantly higher in all vaccine recipients at 9 months (T3) compared to pre-pandemic healthy donors, with no difference between previously infected and infection-na&#xef;ve subjects (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). After the booster dose, no major differences were found between the vaccinated groups in terms of the magnitude of spike-specific T cell responses (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). In a recent study, Naranbhai and colleagues reported that T cell reactivity to the SARS-CoV-2 spike protein was enhanced significantly after the booster dose, particularly in previously infected subjects (<xref ref-type="bibr" rid="B55">55</xref>). However, these data were obtained from samples collected soon after the booster dose, reflecting a transient response to the antigenic stimulus (<xref ref-type="bibr" rid="B55">55</xref>). The short-term nature of the acute T cell response following the booster dose was confirmed across different age groups (<xref ref-type="bibr" rid="B56">56</xref>&#x2013;<xref ref-type="bibr" rid="B58">58</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Analysis of effector T cell response in infection-na&#xef;ve and previously infected vaccine recipients over time. <bold>(A)</bold> Frequency of IFN&#x3b3; producing T cells in response to peptide pools of the spike and RBD protein of the Wuhan Hu-1 SARS-CoV-2 and in response to the B.1.1.529.1 (Omicron) spike protein in infection-na&#xef;ve and previously infected subjects at 9 months after primary vaccination (T3) and 3 months after the booster dose (T4), as well as in pre-pandemic healthy donors (HD). Representative ELISPOT wells are shown on the right. Horizontal lines indicate median values; *<italic>p-value</italic>&lt;0.005 <italic>vs</italic> of infection-na&#xef;ve and previously infected subjects at T3 and T4. <bold>(B)</bold> Correlation of anti-RBD antibody levels with the frequency of spike-specific (left panels) or RBD-specific (right panels) IFN&#x3b3; producing T cells at T4 in the two study groups. The sample size (<italic>n</italic>) for all T cell analyses is indicated in brackets in panel <bold>(A)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1123158-g003.tif"/>
</fig>
<p>In our study, we also found that the effector spike- and RBD-specific T cell response correlated significantly with neutralizing antibody titer in infection-na&#xef;ve but not in previously infected subjects (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Our results are in line with three independent studies that showed that the SARS-CoV-2-specific T cell response is required to induce long-term persistence of neutralizing antibodies during natural infection (<xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>), as well as in response to primary vaccination (<xref ref-type="bibr" rid="B61">61</xref>). On top of that, our study indicates that the additional antigenic challenge &#x2013; through the booster dose &#x2013; is essential for infection-na&#xef;ve individuals to mount a coordinated T cell response, which sustains the neutralization breadth against SARS-CoV-2 variants. This finding is of particular clinical relevance considering the transient increase stimulation of T cells following the booster dose has been associated with enhanced affinity maturation of RBD-specific IgG in a cohort of adults above the age of 80 who were at risk of severe disease (<xref ref-type="bibr" rid="B56">56</xref>).</p>
<p>When we analyzed the B and T cell response against Omicron, we found that, after primary vaccination, subjects exhibited a B cell frequency and an IFN&#x3b3; T cell response to the spike protein of Omicron that was comparable to the response to Wuhan Hu-1, with no additional changes following the booster dose (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>). Notably, the cellular responses against Omicron, but not Wuhan Hu-1, were also observed in pre-pandemic samples from healthy donors (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>). There was no difference in the extent of B and T cell responses between vaccinated individuals and healthy donors (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>). Our data are consistent with the presence of cross-reactive B cells against the non-RBD portions of Omicron in unvaccinated uninfected individuals (<xref ref-type="bibr" rid="B62">62</xref>) with no pre-existing B cell immunity against the spike protein of SARS-CoV-2 of the Wuhan Hu-1 variant (<xref ref-type="bibr" rid="B63">63</xref>). As for memory B cells, there were no differences in terms of either the frequency or phenotype of CD27<sup>+</sup> B cells between previously infected and infection-na&#xef;ve subjects (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Omicron RBD-specific IgG<sup>+</sup>CD27<sup>+</sup> B cell response positively correlated with neutralizing antibody levels in previously infected subjects (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>), which may explain why serum samples from these individuals strongly neutralized Omicron lentiviral infection 9 months after primary vaccination. Regarding T cells, to the best of our knowledge only two studies have investigated the response of IFN&#x3b3; T cells to Omicron in pre-pandemic samples using the ELISPOT assay. In a pre-print study, Jergovic and colleagues found that T cell cross-reactivity to the spike protein of Wuhan Hu-1 was slightly higher than that of Omicron in samples from healthy adults collected prior the pandemic (<xref ref-type="bibr" rid="B64">64</xref>). Conversely, Naranbhai and colleagues found that the T cell response against the spike protein was low in 10 non-vaccinated and never-infected subjects, although effector T cell reactivity to the Omicron spike protein was higher than to the Wuhan Hu-1 spike protein (<xref ref-type="bibr" rid="B55">55</xref>), as in our experimental setting. A recent study suggested the existence of a unique insertion mutation in the Omicron spike protein that has a sequence that is identical to that of a coronavirus that causes the common cold (<xref ref-type="bibr" rid="B65">65</xref>), which may explain why T cells developed against common cold coronaviruses can cross-react with the SARS-CoV-2 spike protein (<xref ref-type="bibr" rid="B66">66</xref>&#x2013;<xref ref-type="bibr" rid="B73">73</xref>). In light of these data and our present finding &#x2013; of increased B and T cross-reactivity against Omicron in pre-pandemic samples from healthy donors &#x2013; it is tempting to speculate that Omicron is acquiring mutations in the spike protein that are reminiscent, at least in part, of common cold coronaviruses, possibly explaining its increased infectivity but lower intrinsic virulence (<xref ref-type="bibr" rid="B74">74</xref>). At the time of writing, no study has addressed this issue and this topic is worth investigating further.</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Collectively, all these data converge to demonstrate that primary mRNA vaccination is a potent tool for inducing long-lasting protection against severe disease outcomes &#x2013; as was recently shown in a clinical setting (<xref ref-type="bibr" rid="B75">75</xref>, <xref ref-type="bibr" rid="B76">76</xref>), particularly for previously infected subjects (<xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B78">78</xref>). The booster, on the other hand, may provide additional protection in infection-na&#xef;ve subjects. However, when it comes to highly contagious variants, such as Omicron and its subvariant (<xref ref-type="bibr" rid="B79">79</xref>), the risk of breakthrough infections remains high even following a booster-induced upsurge of neutralizing IgG antibodies (<xref ref-type="bibr" rid="B80">80</xref>). Indeed, all the available data suggest that vaccine-induced protection against infection is limited to 4/6 months, although protection against severe COVID-19 and death remained high (<xref ref-type="bibr" rid="B81">81</xref>). However, additional booster doses in high-risk subjects, such as the elderly and immunocompromised patients, are required to maintain protection against mortality associated with highly infectious SARS-CoV-2 variants (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B83">83</xref>). However, in the general healthy population, future vaccination strategies should focus on identifying tools for achieving sterilizing immunity, including those that stimulate mucosal immunity (<xref ref-type="bibr" rid="B84">84</xref>&#x2013;<xref ref-type="bibr" rid="B86">86</xref>), in order to avoid the need for repeated booster administration to keep antibody levels high and prevent infection. Needless to say, the development of a universal vaccine against all coronavirus strains could be an additional tool for preventing the spread of highly contagious future variants. The mosaic RBD nanoparticle vaccine has been shown in animal models to protect against challenges from diverse coronaviruses (<xref ref-type="bibr" rid="B87">87</xref>).</p>
<p>Limitations of the study: due to the observational, prospective nature of this cohort study, the following caveats must be considered. No evidence of a temporal relationship between exposure and outcome could be provided, as exposure and outcome were assessed simultaneously. The sample size was limited by expediency, although it is completely in line with all of the most recent studies in the field designed for deep immunological analysis of vaccinated individuals. Additionally, we enrolled all available HCWs who were offered the vaccination at the start of the vaccination campaign in Italy. Our study population may therefore be affected by selection bias, which limits how far the results can be extended to the general population, including different age groups. In our study, previously infected subjects had mainly been infected with Wuhan Hu-1, preventing us from identifying how different viral variants encountered during natural infection may shape vaccine responses, with possible implications for future next-generation vaccines (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B88">88</xref>&#x2013;<xref ref-type="bibr" rid="B91">91</xref>).</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Ethical Committee of the Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani IRCCS (PARERE N. 444_2021). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>Conceptualization: LP, FC, AB, GR. Methodology: LP, MT, FC, MM, AP, TP, ST, PT. Investigation: LP, MT, FC, MM, AP, TP, ST, PT. Supervision: AB, GR. Writing &#x2013; original draft: LP, FC. Writing &#x2013; review &amp; editing: AB, GR. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by generous contributions from SMILAB Srl, San Pellegrino Terme (Bergamo); and AGEFIL Srl, Clusone (Bergamo). The funders had no role in study design, data collection or analysis, the decision to publish, or the preparation of the manuscript.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank all the health care workers who took part in the study, and everyone at the Istituto di Ricerche Farmacologiche Mario Negri IRCCS for their efforts in making this study feasible, including the doctors, nurses and regulatory affairs staff who provided invaluable assistance. The authors are also grateful to Kerstin Mierke for excellent editing work on the manuscript before submission.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2023.1123158/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2023.1123158/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="web">
<source>COVID-19 map</source>. Available at: <uri xlink:href="https://coronavirus.jhu.edu/map.html">https://coronavirus.jhu.edu/map.html</uri>.</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Polack</surname> <given-names>FP</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Kitchin</surname> <given-names>N</given-names>
</name>
<name>
<surname>Absalon</surname> <given-names>J</given-names>
</name>
<name>
<surname>Gurtman</surname> <given-names>A</given-names>
</name>
<name>
<surname>Lockhart</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Safety and efficacy of the BNT162b2 mRNA covid-19 vaccine</article-title>. <source>N Engl J Med</source> (<year>2020</year>) <volume>383</volume>:<page-range>2603&#x2013;15</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2034577</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baden</surname> <given-names>LR</given-names>
</name>
<name>
<surname>El Sahly</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Essink</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kotloff</surname> <given-names>K</given-names>
</name>
<name>
<surname>Frey</surname> <given-names>S</given-names>
</name>
<name>
<surname>Novak</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficacy and safety of the mRNA-1273 SARS-CoV-2 vaccine</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>384</volume>:<page-range>403&#x2013;16</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2035389</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Olliaro</surname> <given-names>P</given-names>
</name>
<name>
<surname>Torreele</surname> <given-names>E</given-names>
</name>
<name>
<surname>Vaillant</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>COVID-19 vaccine efficacy and effectiveness&#x2013;the elephant (not) in the room</article-title>. <source>Lancet Microbe</source> (<year>2021</year>) <volume>2</volume>:<page-range>e279&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S2666-5247(21)00069-0</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Levin</surname> <given-names>EG</given-names>
</name>
<name>
<surname>Lustig</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Cohen</surname> <given-names>C</given-names>
</name>
<name>
<surname>Fluss</surname> <given-names>R</given-names>
</name>
<name>
<surname>Indenbaum</surname> <given-names>V</given-names>
</name>
<name>
<surname>Amit</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Waning immune humoral response to BNT162b2 covid-19 vaccine over 6 months</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>385</volume>:<fpage>e84</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2114583</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peng</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>R</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>M</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>N</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Waning immune responses against SARS-CoV-2 variants of concern among vaccinees in Hong Kong</article-title>. <source>eBioMedicine</source> (<year>2022</year>) <volume>77</volume>:<elocation-id>103904</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ebiom.2022.103904</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>P&#xe9;rez-Al&#xf3;s</surname> <given-names>L</given-names>
</name>
<name>
<surname>Armenteros</surname> <given-names>JJA</given-names>
</name>
<name>
<surname>Madsen</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Hansen</surname> <given-names>CB</given-names>
</name>
<name>
<surname>Jarlhelt</surname> <given-names>I</given-names>
</name>
<name>
<surname>Hamm</surname> <given-names>SR</given-names>
</name>
<etal/>
</person-group>. <article-title>Modeling of waning immunity after SARS-CoV-2 vaccination and influencing factors</article-title>. <source>Nat Commun</source> (<year>2022</year>) <volume>13</volume>:<fpage>1614</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-022-29225-4</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chemaitelly</surname> <given-names>H</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>P</given-names>
</name>
<name>
<surname>Hasan</surname> <given-names>MR</given-names>
</name>
<name>
<surname>AlMukdad</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yassine</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Benslimane</surname> <given-names>FM</given-names>
</name>
<etal/>
</person-group>. <article-title>Waning of BNT162b2 vaccine protection against SARS-CoV-2 infection in Qatar</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>385</volume>:<fpage>e83</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2114114</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Marco</surname> <given-names>L</given-names>
</name>
<name>
<surname>D&#x2019;Orso</surname> <given-names>S</given-names>
</name>
<name>
<surname>Pirronello</surname> <given-names>M</given-names>
</name>
<name>
<surname>Verdiani</surname> <given-names>A</given-names>
</name>
<name>
<surname>Termine</surname> <given-names>A</given-names>
</name>
<name>
<surname>Fabrizio</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Assessment of T-cell reactivity to the SARS-CoV-2 omicron variant by immunized individuals</article-title>. <source>JAMA Network Open</source> (<year>2022</year>) <volume>5</volume>:<fpage>e2210871</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamanetworkopen.2022.10871</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Woldemeskel</surname> <given-names>BA</given-names>
</name>
<name>
<surname>Garliss</surname> <given-names>CC</given-names>
</name>
<name>
<surname>Blankson</surname> <given-names>JN</given-names>
</name>
</person-group>. <article-title>mRNA vaccine-elicited severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)&#x2013;specific T cells persist at 6 months and recognize the delta variant</article-title>. <source>Clin Infect Dis</source> (<year>2021</year>) <volume>75</volume>:<page-range>e898&#x2013;901</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/cid/ciab915</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tarke</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sidney</surname> <given-names>J</given-names>
</name>
<name>
<surname>Methot</surname> <given-names>N</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>ED</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Dan</surname> <given-names>JM</given-names>
</name>
<etal/>
</person-group>. <article-title>Impact of SARS-CoV-2 variants on the total CD4+ and CD8+ T cell reactivity in infected or vaccinated individuals</article-title>. <source>Cell Rep Med</source> (<year>2021</year>) <volume>2</volume>:<elocation-id>100355</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.xcrm.2021.100355</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tarke</surname> <given-names>A</given-names>
</name>
<name>
<surname>Coelho</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Dan</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>ED</given-names>
</name>
<name>
<surname>Methot</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2 vaccination induces immunological T cell memory able to cross-recognize variants from alpha to omicron</article-title>. <source>Cell</source> (<year>2022</year>) <volume>185</volume>:<fpage>847</fpage>&#x2013;<lpage>859.e11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2022.01.015</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nordstr&#xf6;m</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ballin</surname> <given-names>M</given-names>
</name>
<name>
<surname>Nordstr&#xf6;m</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Risk of infection, hospitalisation, and death up to 9 months after a second dose of COVID-19 vaccine: A retrospective, total population cohort study in Sweden</article-title>. <source>Lancet</source> (<year>2022</year>) <volume>399</volume>:<page-range>814&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0140-6736(22)00089-7</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Corrao</surname> <given-names>G</given-names>
</name>
<name>
<surname>Franchi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Cereda</surname> <given-names>D</given-names>
</name>
<name>
<surname>Bortolan</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zoli</surname> <given-names>A</given-names>
</name>
<name>
<surname>Leoni</surname> <given-names>O</given-names>
</name>
<etal/>
</person-group>. <article-title>Persistence of protection against SARS-CoV-2 clinical outcomes up to 9 months since vaccine completion: A retrospective observational analysis in Lombardy, Italy</article-title>. <source>Lancet Infect Dis</source> (<year>2022</year>) <volume>22</volume>:<page-range>649&#x2013;56</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1473-3099(21)00813-6</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Caniels</surname> <given-names>TG</given-names>
</name>
<name>
<surname>Bontjer</surname> <given-names>I</given-names>
</name>
<name>
<surname>van der Straten</surname> <given-names>K</given-names>
</name>
<name>
<surname>Poniman</surname> <given-names>M</given-names>
</name>
<name>
<surname>Burger</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Appelman</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Emerging SARS-CoV-2 variants of concern evade humoral immune responses from infection and vaccination</article-title>. <source>Sci Adv</source> (<year>2021</year>) <volume>7</volume>:<fpage>eabj5365</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciadv.abj5365</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Callaway</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>COVID vaccine boosters: The most important questions</article-title>. <source>Nature</source> (<year>2021</year>) <volume>596</volume>:<page-range>178&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/d41586-021-02158-6</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barda</surname> <given-names>N</given-names>
</name>
<name>
<surname>Dagan</surname> <given-names>N</given-names>
</name>
<name>
<surname>Cohen</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hern&#xe1;n</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Lipsitch</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kohane</surname> <given-names>IS</given-names>
</name>
<etal/>
</person-group>. <article-title>Effectiveness of a third dose of the BNT162b2 mRNA COVID-19 vaccine for preventing severe outcomes in Israel: An observational study</article-title>. <source>Lancet</source> (<year>2021</year>) <volume>398</volume>:<page-range>2093&#x2013;100</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0140-6736(21)02249-2</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perico</surname> <given-names>L</given-names>
</name>
<name>
<surname>Benigni</surname> <given-names>A</given-names>
</name>
<name>
<surname>Remuzzi</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Angiotensin-converting enzyme 2: From a vasoactive peptide to the gatekeeper of a global pandemic</article-title>. <source>Curr Opin Nephrol Hypertens</source> (<year>2021</year>) <volume>30</volume>:<page-range>252&#x2013;63</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/MNH.0000000000000692</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perico</surname> <given-names>L</given-names>
</name>
<name>
<surname>Benigni</surname> <given-names>A</given-names>
</name>
<name>
<surname>Casiraghi</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ng</surname> <given-names>LFP</given-names>
</name>
<name>
<surname>Renia</surname> <given-names>L</given-names>
</name>
<name>
<surname>Remuzzi</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Immunity, endothelial injury and complement-induced coagulopathy in COVID-19</article-title>. <source>Nat Rev Nephrol</source> (<year>2020</year>) <volume>17</volume>:<fpage>46</fpage>&#x2013;<lpage>64</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41581-020-00357-4</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perico</surname> <given-names>L</given-names>
</name>
<name>
<surname>Tomasoni</surname> <given-names>S</given-names>
</name>
<name>
<surname>Peracchi</surname> <given-names>T</given-names>
</name>
<name>
<surname>Perna</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pezzotta</surname> <given-names>A</given-names>
</name>
<name>
<surname>Remuzzi</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>COVID-19 and lombardy: TESTing the impact of the first wave of the pandemic</article-title>. <source>EBioMedicine</source> (<year>2020</year>) <volume>61</volume>:<elocation-id>103069</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ebiom.2020.103069</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anderson</surname> <given-names>M</given-names>
</name>
<name>
<surname>Stec</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rewane</surname> <given-names>A</given-names>
</name>
<name>
<surname>Landay</surname> <given-names>A</given-names>
</name>
<name>
<surname>Cloherty</surname> <given-names>G</given-names>
</name>
<name>
<surname>Moy</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>SARS-CoV-2 antibody responses in infection-naive or previously infected individuals after 1 and 2 doses of the BNT162b2 vaccine</article-title>. <source>JAMA Network Open</source> (<year>2021</year>) <volume>4</volume>:<fpage>e2119741</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamanetworkopen.2021.19741</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anichini</surname> <given-names>G</given-names>
</name>
<name>
<surname>Terrosi</surname> <given-names>C</given-names>
</name>
<name>
<surname>Gandolfo</surname> <given-names>C</given-names>
</name>
<name>
<surname>Gori Savellini</surname> <given-names>G</given-names>
</name>
<name>
<surname>Fabrizi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Miceli</surname> <given-names>GB</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2 antibody response in persons with past natural infection</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>385</volume>:<page-range>90&#x2013;2</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMc2103825</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ebinger</surname> <given-names>JE</given-names>
</name>
<name>
<surname>Fert-Bober</surname> <given-names>J</given-names>
</name>
<name>
<surname>Printsev</surname> <given-names>I</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>N</given-names>
</name>
<name>
<surname>Prostko</surname> <given-names>JC</given-names>
</name>
<etal/>
</person-group>. <article-title>Antibody responses to the BNT162b2 mRNA vaccine in individuals previously infected with SARS-CoV-2</article-title>. <source>Nat Med</source> (<year>2021</year>) <volume>27</volume>:<page-range>981&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-021-01325-6</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reynolds</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Gibbons</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Pade</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>K-M</given-names>
</name>
<name>
<surname>Sandoval</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Pieper</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Heterologous infection and vaccination shapes immunity against SARS-CoV-2 variants</article-title>. <source>Science</source> (<year>2022</year>) <volume>375</volume>:<page-range>183&#x2013;92</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abm0811</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Manisty</surname> <given-names>C</given-names>
</name>
<name>
<surname>Otter</surname> <given-names>AD</given-names>
</name>
<name>
<surname>Treibel</surname> <given-names>TA</given-names>
</name>
<name>
<surname>McKnight</surname> <given-names>&#xc1;</given-names>
</name>
<name>
<surname>Altmann</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Brooks</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Antibody response to first BNT162b2 dose in previously SARS-CoV-2-infected individuals</article-title>. <source>Lancet</source> (<year>2021</year>) <volume>397</volume>:<page-range>1057&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0140-6736(21)00501-8</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zollner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Watschinger</surname> <given-names>C</given-names>
</name>
<name>
<surname>R&#xf6;ssler</surname> <given-names>A</given-names>
</name>
<name>
<surname>Farcet</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Penner</surname> <given-names>A</given-names>
</name>
<name>
<surname>B&#xf6;hm</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>B and T cell response to SARS-CoV-2 vaccination in health care professionals with and without previous COVID-19</article-title>. <source>EBioMedicine</source> (<year>2021</year>) <volume>70</volume>:<elocation-id>103539</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ebiom.2021.103539</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Narowski</surname> <given-names>TM</given-names>
</name>
<name>
<surname>Raphel</surname> <given-names>K</given-names>
</name>
<name>
<surname>Adams</surname> <given-names>LE</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Vielot</surname> <given-names>NA</given-names>
</name>
<name>
<surname>Jadi</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2 mRNA vaccine induces robust specific and cross-reactive IgG and unequal neutralizing antibodies in naive and previously infected people</article-title>. <source>Cell Rep</source> (<year>2022</year>) <volume>38</volume>(<issue>5</issue>):<elocation-id>110336</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.celrep.2022.110336</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="web">
<source>Laboratory testing for 2019 novel coronavirus (2019-nCoV) in suspected human cases</source>. Available at: <uri xlink:href="https://www.who.int/publications-detail-redirect/10665-331501">https://www.who.int/publications-detail-redirect/10665-331501</uri>.</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goel</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Painter</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Apostolidis</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Mathew</surname> <given-names>D</given-names>
</name>
<name>
<surname>Meng</surname> <given-names>W</given-names>
</name>
<name>
<surname>Rosenfeld</surname> <given-names>AM</given-names>
</name>
<etal/>
</person-group>. <article-title>mRNA vaccines induce durable immune memory to SARS-CoV-2 and variants of concern</article-title>. <source>Science</source> (<year>2021</year>) <volume>374</volume>:<elocation-id>abm0829</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abm0829</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goel</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Apostolidis</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Painter</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Mathew</surname> <given-names>D</given-names>
</name>
<name>
<surname>Pattekar</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kuthuru</surname> <given-names>O</given-names>
</name>
<etal/>
</person-group>. <article-title>Distinct antibody and memory b cell responses in SARS-CoV-2 na&#xef;ve and recovered individuals following mRNA vaccination</article-title>. <source>Sci Immunol</source> (<year>2021</year>) <volume>6</volume>:<fpage>eabi6950</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciimmunol.abi6950</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Doria-Rose</surname> <given-names>N</given-names>
</name>
<name>
<surname>Suthar</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Makowski</surname> <given-names>M</given-names>
</name>
<name>
<surname>O&#x2019;Connell</surname> <given-names>S</given-names>
</name>
<name>
<surname>McDermott</surname> <given-names>AB</given-names>
</name>
<name>
<surname>Flach</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Antibody persistence through 6 months after the second dose of mRNA-1273 vaccine for covid-19</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>384</volume>:<page-range>2259&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMc2103916</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luczkowiak</surname> <given-names>J</given-names>
</name>
<name>
<surname>Labiod</surname> <given-names>N</given-names>
</name>
<name>
<surname>Rivas</surname> <given-names>G</given-names>
</name>
<name>
<surname>Rolo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lasala</surname> <given-names>F</given-names>
</name>
<name>
<surname>Lora-Tamayo</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Neutralizing response against SARS-CoV-2 variants 8 months after BNT162b2 vaccination in naive and COVID-19&#x2013;convalescent individuals</article-title>. <source>J Infect Dis</source> (<year>2022</year>) <volume>225</volume>:<page-range>1905&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/infdis/jiab634</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cele</surname> <given-names>S</given-names>
</name>
<name>
<surname>Jackson</surname> <given-names>L</given-names>
</name>
<name>
<surname>Khoury</surname> <given-names>DS</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>K</given-names>
</name>
<name>
<surname>Moyo-Gwete</surname> <given-names>T</given-names>
</name>
<name>
<surname>Tegally</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Omicron extensively but incompletely escapes pfizer BNT162b2 neutralization</article-title>. <source>Nature</source> (<year>2022</year>) <volume>602</volume>:<page-range>654&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-021-04387-1</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cromer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Steain</surname> <given-names>M</given-names>
</name>
<name>
<surname>Reynaldi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Schlub</surname> <given-names>TE</given-names>
</name>
<name>
<surname>Wheatley</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Juno</surname> <given-names>JA</given-names>
</name>
<etal/>
</person-group>. <article-title>Neutralising antibody titres as predictors of protection against SARS-CoV-2 variants and the impact of boosting: A meta-analysis</article-title>. <source>Lancet Microbe</source> (<year>2022</year>) <volume>3</volume>:<page-range>e52&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S2666-5247(21)00267-6</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khoury</surname> <given-names>DS</given-names>
</name>
<name>
<surname>Cromer</surname> <given-names>D</given-names>
</name>
<name>
<surname>Reynaldi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Schlub</surname> <given-names>TE</given-names>
</name>
<name>
<surname>Wheatley</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Juno</surname> <given-names>JA</given-names>
</name>
<etal/>
</person-group>. <article-title>Neutralizing antibody levels are highly predictive of immune protection from symptomatic SARS-CoV-2 infection</article-title>. <source>Nat Med</source> (<year>2021</year>) <volume>27</volume>:<page-range>1205&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41591-021-01377-8</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hall</surname> <given-names>V</given-names>
</name>
<name>
<surname>Foulkes</surname> <given-names>S</given-names>
</name>
<name>
<surname>Insalata</surname> <given-names>F</given-names>
</name>
<name>
<surname>Kirwan</surname> <given-names>P</given-names>
</name>
<name>
<surname>Saei</surname> <given-names>A</given-names>
</name>
<name>
<surname>Atti</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Protection against SARS-CoV-2 after covid-19 vaccination and previous infection</article-title>. <source>N Engl J Med</source> (<year>2022</year>) <volume>386</volume>:<page-range>1207&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2118691</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Malato</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ribeiro</surname> <given-names>RM</given-names>
</name>
<name>
<surname>Leite</surname> <given-names>PP</given-names>
</name>
<name>
<surname>Casaca</surname> <given-names>P</given-names>
</name>
<name>
<surname>Fernandes</surname> <given-names>E</given-names>
</name>
<name>
<surname>Antunes</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk of BA.5 infection among persons exposed to previous SARS-CoV-2 variants</article-title>. <source>N Engl J Med</source> (<year>2022</year>) <volume>387</volume>:<page-range>953&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMc2209479</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>HK</given-names>
</name>
<name>
<surname>Knabl</surname> <given-names>L</given-names>
</name>
<name>
<surname>Moliva</surname> <given-names>JI</given-names>
</name>
<name>
<surname>Knabl</surname> <given-names>L</given-names>
</name>
<name>
<surname>Werner</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Boyoglu-Barnum</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>mRNA vaccination in octogenarians 15 and 20 months after recovery from COVID-19 elicits robust immune and antibody responses that include omicron</article-title>. <source>Cell Rep</source> (<year>2022</year>) <volume>39</volume>(<issue>2</issue>):<elocation-id>110680</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.celrep.2022.110680</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Furukawa</surname> <given-names>K</given-names>
</name>
<name>
<surname>Tjan</surname> <given-names>LH</given-names>
</name>
<name>
<surname>Kurahashi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sutandhio</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nishimura</surname> <given-names>M</given-names>
</name>
<name>
<surname>Arii</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Assessment of neutralizing antibody response against SARS-CoV-2 variants after 2 to 3 doses of the BNT162b2 mRNA COVID-19 vaccine</article-title>. <source>JAMA Network Open</source> (<year>2022</year>) <volume>5</volume>:<fpage>e2210780</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jamanetworkopen.2022.10780</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tut</surname> <given-names>G</given-names>
</name>
<name>
<surname>Lancaster</surname> <given-names>T</given-names>
</name>
<name>
<surname>Sylla</surname> <given-names>P</given-names>
</name>
<name>
<surname>Butler</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Kaur</surname> <given-names>N</given-names>
</name>
<name>
<surname>Spalkova</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Antibody and cellular immune responses following dual COVID-19 vaccination within infection-naive residents of long-term care facilities: An observational cohort study</article-title>. <source>Lancet Healthy Longev</source> (<year>2022</year>) <volume>3</volume>:<page-range>e461&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S2666-7568(22)00118-0</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Belik</surname> <given-names>M</given-names>
</name>
<name>
<surname>Jalkanen</surname> <given-names>P</given-names>
</name>
<name>
<surname>Lundberg</surname> <given-names>R</given-names>
</name>
<name>
<surname>Reinholm</surname> <given-names>A</given-names>
</name>
<name>
<surname>Laine</surname> <given-names>L</given-names>
</name>
<name>
<surname>V&#xe4;is&#xe4;nen</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Comparative analysis of COVID-19 vaccine responses and third booster dose-induced neutralizing antibodies against delta and omicron variants</article-title>. <source>Nat Commun</source> (<year>2022</year>) <volume>13</volume>:<fpage>2476</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-022-30162-5</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alidjinou</surname> <given-names>EK</given-names>
</name>
<name>
<surname>Demaret</surname> <given-names>J</given-names>
</name>
<name>
<surname>Corroyer-Simovic</surname> <given-names>B</given-names>
</name>
<name>
<surname>Labreuche</surname> <given-names>J</given-names>
</name>
<name>
<surname>Goffard</surname> <given-names>A</given-names>
</name>
<name>
<surname>Trauet</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunogenicity of BNT162b2 vaccine booster against SARS-CoV-2 delta and omicron variants in nursing home residents: A prospective observational study in older adults aged from 68 to 98 years</article-title>. <source>Lancet Reg Health Eur</source> (<year>2022</year>) <volume>17</volume>:<elocation-id>100385</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lanepe.2022.100385</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gram</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Emborg</surname> <given-names>H-D</given-names>
</name>
<name>
<surname>Schelde</surname> <given-names>AB</given-names>
</name>
<name>
<surname>Friis</surname> <given-names>NU</given-names>
</name>
<name>
<surname>Nielsen</surname> <given-names>KF</given-names>
</name>
<name>
<surname>Moustsen-Helms</surname> <given-names>IR</given-names>
</name>
<etal/>
</person-group>. <article-title>Vaccine effectiveness against SARS-CoV-2 infection or COVID-19 hospitalization with the alpha, delta, or omicron SARS-CoV-2 variant: A nationwide Danish cohort study</article-title>. <source>PloS Med</source> (<year>2022</year>) <volume>19</volume>:<fpage>e1003992</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pmed.1003992</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vok&#xf3;</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Kiss</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Surj&#xe1;n</surname> <given-names>G</given-names>
</name>
<name>
<surname>Surj&#xe1;n</surname> <given-names>O</given-names>
</name>
<name>
<surname>Barcza</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wittmann</surname> <given-names>I</given-names>
</name>
<etal/>
</person-group>. <article-title>Effectiveness and waning of protection with different SARS-CoV-2 primary and booster vaccines during the delta pandemic wave in 2021 in Hungary (HUN-VE 3 study)</article-title>. <source>Front Immunol</source> (<year>2022</year>) <volume>13</volume>:<elocation-id>919408</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2022.919408</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ciabattini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pastore</surname> <given-names>G</given-names>
</name>
<name>
<surname>Fiorino</surname> <given-names>F</given-names>
</name>
<name>
<surname>Polvere</surname> <given-names>J</given-names>
</name>
<name>
<surname>Lucchesi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Pettini</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Evidence of SARS-CoV-2-Specific memory b cells six months after vaccination with the BNT162b2 mRNA vaccine</article-title>. <source>Front Immunol</source> (<year>2021</year>) <volume>12</volume>:<elocation-id>740708</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2021.740708</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Winklmeier</surname> <given-names>S</given-names>
</name>
<name>
<surname>Eisenhut</surname> <given-names>K</given-names>
</name>
<name>
<surname>Taskin</surname> <given-names>D</given-names>
</name>
<name>
<surname>R&#xfc;bsamen</surname> <given-names>H</given-names>
</name>
<name>
<surname>Gerhards</surname> <given-names>R</given-names>
</name>
<name>
<surname>Schneider</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Persistence of functional memory b cells recognizing SARS-CoV-2 variants despite loss of specific IgG</article-title>. <source>iScience</source> (<year>2022</year>) <volume>25</volume>:<elocation-id>103659</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.isci.2021.103659</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>W</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>JQ</given-names>
</name>
<name>
<surname>Horvath</surname> <given-names>SC</given-names>
</name>
<name>
<surname>Schmitz</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Sturtz</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Lei</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Germinal centre-driven maturation of b cell response to mRNA vaccination</article-title>. <source>Nature</source> (<year>2022</year>) <volume>604</volume>:<page-range>141&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-022-04527-1</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>R&#xf6;ltgen</surname> <given-names>K</given-names>
</name>
<name>
<surname>Nielsen</surname> <given-names>SCA</given-names>
</name>
<name>
<surname>Silva</surname> <given-names>O</given-names>
</name>
<name>
<surname>Younes</surname> <given-names>SF</given-names>
</name>
<name>
<surname>Zaslavsky</surname> <given-names>M</given-names>
</name>
<name>
<surname>Costales</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Immune imprinting, breadth of variant recognition, and germinal center response in human SARS-CoV-2 infection and vaccination</article-title>. <source>Cell</source> (<year>2022</year>) <volume>185</volume>:<fpage>1025</fpage>&#x2013;<lpage>1040.e14</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2022.01.018</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sterlin</surname> <given-names>D</given-names>
</name>
<name>
<surname>Mathian</surname> <given-names>A</given-names>
</name>
<name>
<surname>Miyara</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mohr</surname> <given-names>A</given-names>
</name>
<name>
<surname>Anna</surname> <given-names>F</given-names>
</name>
<name>
<surname>Cla&#xeb;r</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>IgA dominates the early neutralizing antibody response to SARS-CoV-2</article-title>. <source>Sci Transl Med</source> (<year>2021</year>) <volume>13</volume>:<fpage>eabd2223</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/scitranslmed.abd2223</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sano</surname> <given-names>K</given-names>
</name>
<name>
<surname>Bhavsar</surname> <given-names>D</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>G</given-names>
</name>
<name>
<surname>Floda</surname> <given-names>D</given-names>
</name>
<name>
<surname>Srivastava</surname> <given-names>K</given-names>
</name>
<name>
<surname>Gleason</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2 vaccination induces mucosal antibody responses in previously infected individuals</article-title>. <source>Nat Commun</source> (<year>2022</year>) <volume>13</volume>:<fpage>5135</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-022-32389-8</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaku</surname> <given-names>CI</given-names>
</name>
<name>
<surname>Bergeron</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Ahlm</surname> <given-names>C</given-names>
</name>
<name>
<surname>Normark</surname> <given-names>J</given-names>
</name>
<name>
<surname>Sakharkar</surname> <given-names>M</given-names>
</name>
<name>
<surname>Forsell</surname> <given-names>MNE</given-names>
</name>
<etal/>
</person-group>. <article-title>Recall of pre-existing cross-reactive b cell memory following omicron BA.1 breakthrough infection</article-title>. <source>Sci Immunol</source> (<year>2022</year>) <volume>7</volume>:<fpage>eabq3511</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciimmunol.abq3511</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abu-Raddad</surname> <given-names>LJ</given-names>
</name>
<name>
<surname>Chemaitelly</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ayoub</surname> <given-names>HH</given-names>
</name>
<name>
<surname>Yassine</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Benslimane</surname> <given-names>FM</given-names>
</name>
<name>
<surname>Al Khatib</surname> <given-names>HA</given-names>
</name>
<etal/>
</person-group>. <article-title>Association of prior SARS-CoV-2 infection with risk of breakthrough infection following mRNA vaccination in Qatar</article-title>. <source>JAMA</source> (<year>2021</year>) <volume>326</volume>:<page-range>1930&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jama.2021.19623</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goel</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Painter</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Lundgreen</surname> <given-names>KA</given-names>
</name>
<name>
<surname>Apostolidis</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Baxter</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Giles</surname> <given-names>JR</given-names>
</name>
<etal/>
</person-group>. <article-title>Efficient recall of omicron-reactive b cell memory after a third dose of SARS-CoV-2 mRNA vaccine</article-title>. <source>Cell</source> (<year>2022</year>) <volume>185</volume>:<fpage>1875</fpage>&#x2013;<lpage>1887.e8</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2022.04.009</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agrati</surname> <given-names>C</given-names>
</name>
<name>
<surname>Castilletti</surname> <given-names>C</given-names>
</name>
<name>
<surname>Goletti</surname> <given-names>D</given-names>
</name>
<name>
<surname>Meschi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sacchi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Matusali</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Coordinate induction of humoral and spike specific T-cell response in a cohort of Italian health care workers receiving BNT162b2 mRNA vaccine</article-title>. <source>Microorganisms</source> (<year>2021</year>) <volume>9</volume>:<elocation-id>1315</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/microorganisms9061315</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naranbhai</surname> <given-names>V</given-names>
</name>
<name>
<surname>Nathan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Kaseke</surname> <given-names>C</given-names>
</name>
<name>
<surname>Berrios</surname> <given-names>C</given-names>
</name>
<name>
<surname>Khatri</surname> <given-names>A</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>T Cell reactivity to the SARS-CoV-2 omicron variant is preserved in most but not all individuals</article-title>. <source>Cell</source> (<year>2022</year>) <volume>185</volume>:<fpage>1041</fpage>&#x2013;<lpage>1051.e6</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2022.01.029</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Romero-Olmedo</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Schulz</surname> <given-names>AR</given-names>
</name>
<name>
<surname>Hochst&#xe4;tter</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gupta</surname> <given-names>DD</given-names>
</name>
<name>
<surname>Hirseland</surname> <given-names>H</given-names>
</name>
<name>
<surname>Staudenraus</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Dynamics of humoral and T-cell immunity after three BNT162b2 vaccinations in adults older than 80 years</article-title>. <source>Lancet Infect Dis</source> (<year>2022</year>) <volume>22</volume>:<page-range>588&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1473-3099(22)00219-5</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reinscheid</surname> <given-names>M</given-names>
</name>
<name>
<surname>Luxenburger</surname> <given-names>H</given-names>
</name>
<name>
<surname>Karl</surname> <given-names>V</given-names>
</name>
<name>
<surname>Graeser</surname> <given-names>A</given-names>
</name>
<name>
<surname>Giese</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ciminski</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>COVID-19 mRNA booster vaccine induces transient CD8+ T effector cell responses while conserving the memory pool for subsequent reactivation</article-title>. <source>Nat Commun</source> (<year>2022</year>) <volume>13</volume>:<fpage>4631</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-022-32324-x</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maringer</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Nelde</surname> <given-names>A</given-names>
</name>
<name>
<surname>Schroeder</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Schuhmacher</surname> <given-names>J</given-names>
</name>
<name>
<surname>H&#xf6;rber</surname> <given-names>S</given-names>
</name>
<name>
<surname>Peter</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Durable spike-specific T-cell responses after different COVID-19 vaccination regimens are not further enhanced by booster vaccination</article-title>. <source>Sci Immunol</source> (<year>2022</year>) <volume>7</volume>:<fpage>eadd3899</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciimmunol.add3899</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Mei</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Li</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2-specific CD4+ T cells are associated with long-term persistence of neutralizing antibodies</article-title>. <source>Signal Transduct Target Ther</source> (<year>2022</year>) <volume>7</volume>:<fpage>132</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41392-022-00978-0</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Balachandran</surname> <given-names>H</given-names>
</name>
<name>
<surname>Phetsouphanh</surname> <given-names>C</given-names>
</name>
<name>
<surname>Agapiou</surname> <given-names>D</given-names>
</name>
<name>
<surname>Adhikari</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rodrigo</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hammoud</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Maintenance of broad neutralizing antibodies and memory b cells 1 year post-infection is predicted by SARS-CoV-2-specific CD4+ T cell responses</article-title>. <source>Cell Rep</source> (<year>2022</year>) <volume>38</volume>:<elocation-id>110345</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.celrep.2022.110345</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agrati</surname> <given-names>C</given-names>
</name>
<name>
<surname>Castilletti</surname> <given-names>C</given-names>
</name>
<name>
<surname>Goletti</surname> <given-names>D</given-names>
</name>
<name>
<surname>Sacchi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bordoni</surname> <given-names>V</given-names>
</name>
<name>
<surname>Mariotti</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Persistent spike-specific T cell immunity despite antibody reduction after 3 months from SARS-CoV-2 BNT162b2-mRNA vaccine</article-title>. <source>Sci Rep</source> (<year>2022</year>) <volume>12</volume>:<fpage>6687</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-022-07741-z</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perugino</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Feldman</surname> <given-names>J</given-names>
</name>
<name>
<surname>Hauser</surname> <given-names>BM</given-names>
</name>
<name>
<surname>Jacob-Dolan</surname> <given-names>C</given-names>
</name>
<name>
<surname>Nathan</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Preferential expansion upon boosting of cross-reactive &#x201c;pre-existing&#x201d; switched memory b cells that recognize the SARS-CoV-2 omicron variant spike protein</article-title>. <source>medRxiv</source> (<year>2022</year>). doi:&#xa0;<pub-id pub-id-type="doi">10.1101/2021.12.30.21268554</pub-id>
</citation>
</ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ercanoglu</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Gieselmann</surname> <given-names>L</given-names>
</name>
<name>
<surname>D&#xe4;hling</surname> <given-names>S</given-names>
</name>
<name>
<surname>Poopalasingam</surname> <given-names>N</given-names>
</name>
<name>
<surname>Detmer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Koch</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>No substantial preexisting b cell immunity against SARS-CoV-2 in healthy adults</article-title>. <source>iScience</source> (<year>2022</year>) <volume>25</volume>:<elocation-id>103951</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.isci.2022.103951</pub-id>
</citation>
</ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jergovic</surname> <given-names>M</given-names>
</name>
<name>
<surname>Coplen</surname> <given-names>CP</given-names>
</name>
<name>
<surname>Uhrlaub</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Beitel</surname> <given-names>SC</given-names>
</name>
<name>
<surname>Burgess</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Lutrick</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Cutting edge: T cell responses to B.1.1.529 (Omicron) SARS-CoV-2 variant induced by COVID-19 infection and/or mRNA vaccination are largely preserved</article-title>. <source>J Immunol</source> (<year>2022</year>) <volume>208</volume>:<page-range>2461&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.4049/jimmunol.2200175</pub-id>
</citation>
</ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Venkatakrishnan</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Anand</surname> <given-names>P</given-names>
</name>
<name>
<surname>Lenehan</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Suratekar</surname> <given-names>R</given-names>
</name>
<name>
<surname>Raghunathan</surname> <given-names>B</given-names>
</name>
<name>
<surname>Niesen</surname> <given-names>MJM</given-names>
</name>
<etal/>
</person-group>. <article-title>On the origins of omicron&#x2019;s unique spike gene insertion</article-title>. <source>Vaccines</source> (<year>2022</year>) <volume>10</volume>:<elocation-id>1509</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/vaccines10091509</pub-id>
</citation>
</ref>
<ref id="B66">
<label>66</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kundu</surname> <given-names>R</given-names>
</name>
<name>
<surname>Narean</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Fenn</surname> <given-names>J</given-names>
</name>
<name>
<surname>Pillay</surname> <given-names>T</given-names>
</name>
<name>
<surname>Fernandez</surname> <given-names>ND</given-names>
</name>
<etal/>
</person-group>. <article-title>Cross-reactive memory T cells associate with protection against SARS-CoV-2 infection in COVID-19 contacts</article-title>. <source>Nat Commun</source> (<year>2022</year>) <volume>13</volume>:<fpage>80</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-021-27674-x</pub-id>
</citation>
</ref>
<ref id="B67">
<label>67</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>ED</given-names>
</name>
<name>
<surname>Narowski</surname> <given-names>TM</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>E</given-names>
</name>
<name>
<surname>Garrigan</surname> <given-names>E</given-names>
</name>
<name>
<surname>Mateus</surname> <given-names>J</given-names>
</name>
<name>
<surname>Frazier</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>I Immunological memory to common cold coronaviruses assessed longitudinally over a three-year period pre-COVID19 pandemic</article-title>. <source>Cell Host Microbe</source> (<year>2022</year>) <volume>30</volume>:<fpage>1269</fpage>&#x2013;<lpage>1278.e4</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.chom.2022.07.012</pub-id>
</citation>
</ref>
<ref id="B68">
<label>68</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Flemming</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Cross-reactive memory T cells abort SARS-CoV-2 infection</article-title>. <source>Nat Rev Immunol</source> (<year>2022</year>) <volume>22</volume>:<elocation-id>5</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41577-021-00667-z</pub-id>
</citation>
</ref>
<ref id="B69">
<label>69</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Braun</surname> <given-names>J</given-names>
</name>
<name>
<surname>Loyal</surname> <given-names>L</given-names>
</name>
<name>
<surname>Frentsch</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wendisch</surname> <given-names>D</given-names>
</name>
<name>
<surname>Georg</surname> <given-names>P</given-names>
</name>
<name>
<surname>Kurth</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2-reactive T cells in healthy donors and patients with COVID-19</article-title>. <source>Nature</source> (<year>2020</year>) <volume>587</volume>:<page-range>270&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-020-2598-9</pub-id>
</citation>
</ref>
<ref id="B70">
<label>70</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loyal</surname> <given-names>L</given-names>
</name>
<name>
<surname>Braun</surname> <given-names>J</given-names>
</name>
<name>
<surname>Henze</surname> <given-names>L</given-names>
</name>
<name>
<surname>Kruse</surname> <given-names>B</given-names>
</name>
<name>
<surname>Dingeldey</surname> <given-names>M</given-names>
</name>
<name>
<surname>Reimer</surname> <given-names>U</given-names>
</name>
<etal/>
</person-group>. <article-title>Cross-reactive CD4+ T cells enhance SARS-CoV-2 immune responses upon infection and vaccination</article-title>. <source>Science</source> (<year>2021</year>) <volume>374</volume>:<fpage>eabh1823</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abh1823</pub-id>
</citation>
</ref>
<ref id="B71">
<label>71</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname> <given-names>CCS</given-names>
</name>
<name>
<surname>Owen</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Tham</surname> <given-names>CYL</given-names>
</name>
<name>
<surname>Bertoletti</surname> <given-names>A</given-names>
</name>
<name>
<surname>van Dorp</surname> <given-names>L</given-names>
</name>
<name>
<surname>Balloux</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Pre-existing T cell-mediated cross-reactivity to SARS-CoV-2 cannot solely be explained by prior exposure to endemic human coronaviruses</article-title>. <source>Infect Genet Evol</source> (<year>2021</year>) <volume>95</volume>:<elocation-id>105075</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.meegid.2021.105075</pub-id>
</citation>
</ref>
<ref id="B72">
<label>72</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grifoni</surname> <given-names>A</given-names>
</name>
<name>
<surname>Weiskopf</surname> <given-names>D</given-names>
</name>
<name>
<surname>Ramirez</surname> <given-names>SI</given-names>
</name>
<name>
<surname>Mateus</surname> <given-names>J</given-names>
</name>
<name>
<surname>Dan</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Moderbacher</surname> <given-names>CR</given-names>
</name>
<etal/>
</person-group>. <article-title>Targets of T cell responses to SARS-CoV-2 coronavirus in humans with COVID-19 disease and unexposed individuals</article-title>. <source>Cell</source> (<year>2020</year>) <volume>181</volume>:<fpage>1489</fpage>&#x2013;<lpage>1501.e15</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2020.05.015</pub-id>
</citation>
</ref>
<ref id="B73">
<label>73</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mateus</surname> <given-names>J</given-names>
</name>
<name>
<surname>Grifoni</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tarke</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sidney</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ramirez</surname> <given-names>SI</given-names>
</name>
<name>
<surname>Dan</surname> <given-names>JM</given-names>
</name>
<etal/>
</person-group>. <article-title>Selective and cross-reactive SARS-CoV-2 T cell epitopes in unexposed humans</article-title>. <source>Science</source> (<year>2020</year>) <volume>370</volume>:<fpage>89</fpage>&#x2013;<lpage>94</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abd3871</pub-id>
</citation>
</ref>
<ref id="B74">
<label>74</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kozlov</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Omicron&#x2019;s feeble attack on the lungs could make it less dangerous</article-title>. <source>Nature</source> (<year>2022</year>) <volume>601</volume>:<page-range>177&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/d41586-022-00007-8</pub-id>
</citation>
</ref>
<ref id="B75">
<label>75</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arbel</surname> <given-names>R</given-names>
</name>
<name>
<surname>Hammerman</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sergienko</surname> <given-names>R</given-names>
</name>
<name>
<surname>Friger</surname> <given-names>M</given-names>
</name>
<name>
<surname>Peretz</surname> <given-names>A</given-names>
</name>
<name>
<surname>Netzer</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>BNT162b2 vaccine booster and mortality due to covid-19</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>385</volume>:<page-range>2413&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2115624</pub-id>
</citation>
</ref>
<ref id="B76">
<label>76</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bar-On</surname> <given-names>YM</given-names>
</name>
<name>
<surname>Goldberg</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Mandel</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bodenheimer</surname> <given-names>O</given-names>
</name>
<name>
<surname>Freedman</surname> <given-names>L</given-names>
</name>
<name>
<surname>Alroy-Preis</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Protection against covid-19 by BNT162b2 booster across age groups</article-title>. <source>N Engl J Med</source> (<year>2021</year>) <volume>385</volume>:<page-range>2421&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMoa2115926</pub-id>
</citation>
</ref>
<ref id="B77">
<label>77</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lozano-Rodr&#xed;guez</surname> <given-names>R</given-names>
</name>
<name>
<surname>Valent&#xed;n-Quiroga</surname> <given-names>J</given-names>
</name>
<name>
<surname>Avenda&#xf1;o-Ortiz</surname> <given-names>J</given-names>
</name>
<name>
<surname>Mart&#xed;n-Quir&#xf3;s</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pascual-Iglesias</surname> <given-names>A</given-names>
</name>
<name>
<surname>Terr&#xf3;n-Arcos</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Cellular and humoral functional responses after BNT162b2 mRNA vaccination differ longitudinally between naive and subjects recovered from COVID-19</article-title>. <source>Cell Rep</source> (<year>2022</year>) <volume>38</volume>:<elocation-id>110235</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.celrep.2021.110235</pub-id>
</citation>
</ref>
<ref id="B78">
<label>78</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lozano-Ojalvo</surname> <given-names>D</given-names>
</name>
<name>
<surname>Camara</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lopez-Granados</surname> <given-names>E</given-names>
</name>
<name>
<surname>Nozal</surname> <given-names>P</given-names>
</name>
<name>
<surname>Del Pino-Molina</surname> <given-names>L</given-names>
</name>
<name>
<surname>Bravo-Gallego</surname> <given-names>LY</given-names>
</name>
<etal/>
</person-group>. <article-title>Differential effects of the second SARS-CoV-2 mRNA vaccine dose on T cell immunity in naive and COVID-19 recovered individuals</article-title>. <source>Cell Rep</source> (<year>2021</year>) <volume>36</volume>:<elocation-id>109570</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.celrep.2021.109570</pub-id>
</citation>
</ref>
<ref id="B79">
<label>79</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brown</surname> <given-names>PE</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Bansal</surname> <given-names>A</given-names>
</name>
<name>
<surname>Newcombe</surname> <given-names>L</given-names>
</name>
<name>
<surname>Colwill</surname> <given-names>K</given-names>
</name>
<name>
<surname>Mailhot</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Omicron BA.1/1.1 SARS-CoV-2 infection among vaccinated Canadian adults</article-title>. <source>N Engl J Med</source> (<year>2022</year>) <volume>386</volume>:<page-range>2337&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1056/NEJMc2202879</pub-id>
</citation>
</ref>
<ref id="B80">
<label>80</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Patalon</surname> <given-names>T</given-names>
</name>
<name>
<surname>Saciuk</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Peretz</surname> <given-names>A</given-names>
</name>
<name>
<surname>Perez</surname> <given-names>G</given-names>
</name>
<name>
<surname>Lurie</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Maor</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Waning effectiveness of the third dose of the BNT162b2 mRNA COVID-19 vaccine</article-title>. <source>Nat Commun</source> (<year>2022</year>) <volume>13</volume>:<fpage>3203</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-022-30884-6</pub-id>
</citation>
</ref>
<ref id="B81">
<label>81</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ssentongo</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ssentongo</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Voleti</surname> <given-names>N</given-names>
</name>
<name>
<surname>Groff</surname> <given-names>D</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ba</surname> <given-names>DM</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2 vaccine effectiveness against infection, symptomatic and severe COVID-19: A systematic review and meta-analysis</article-title>. <source>BMC Infect Dis</source> (<year>2022</year>) <volume>22</volume>:<fpage>439</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12879-022-07418-y</pub-id>
</citation>
</ref>
<ref id="B82">
<label>82</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nordstr&#xf6;m</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ballin</surname> <given-names>M</given-names>
</name>
<name>
<surname>Nordstr&#xf6;m</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Effectiveness of a fourth dose of mRNA COVID-19 vaccine against all-cause mortality in long-term care facility residents and in the oldest old: A nationwide, retrospective cohort study in Sweden</article-title>. <source>Lancet Reg Health Eur</source> (<year>2022</year>) <volume>21</volume>:<elocation-id>100466</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lanepe.2022.100466</pub-id>
</citation>
</ref>
<ref id="B83">
<label>83</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grewal</surname> <given-names>R</given-names>
</name>
<name>
<surname>Kitchen</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Nguyen</surname> <given-names>L</given-names>
</name>
<name>
<surname>Buchan</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Wilson</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Costa</surname> <given-names>AP</given-names>
</name>
<etal/>
</person-group>. <article-title>Effectiveness of a fourth dose of covid-19 mRNA vaccine against the omicron variant among long term care residents in Ontario, Canada: test negative design study</article-title>. <source>BMJ</source> (<year>2022</year>) <volume>378</volume>:<fpage>e071502</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/bmj-2022-071502</pub-id>
</citation>
</ref>
<ref id="B84">
<label>84</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mouro</surname> <given-names>V</given-names>
</name>
<name>
<surname>Fischer</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Dealing with a mucosal viral pandemic: Lessons from COVID-19 vaccines</article-title>. <source>Mucosal Immunol</source> (<year>2022</year>) <volume>15</volume>:<page-range>584&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41385-022-00517-8</pub-id>
</citation>
</ref>
<ref id="B85">
<label>85</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Azzi</surname> <given-names>L</given-names>
</name>
<name>
<surname>Gasperina</surname> <given-names>DD</given-names>
</name>
<name>
<surname>Veronesi</surname> <given-names>G</given-names>
</name>
<name>
<surname>Shallak</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ietto</surname> <given-names>G</given-names>
</name>
<name>
<surname>Iovino</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Mucosal immune response in BNT162b2 COVID-19 vaccine recipients</article-title>. <source>eBioMedicine</source> (<year>2022</year>) <volume>75</volume>:<elocation-id>103788</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ebiom.2021.103788</pub-id>
</citation>
</ref>
<ref id="B86">
<label>86</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Focosi</surname> <given-names>D</given-names>
</name>
<name>
<surname>Maggi</surname> <given-names>F</given-names>
</name>
<name>
<surname>Casadevall</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Mucosal vaccines, sterilizing immunity, and the future of SARS-CoV-2 virulence</article-title>. <source>Viruses</source> (<year>2022</year>) <volume>14</volume>:<elocation-id>187</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/v14020187</pub-id>
</citation>
</ref>
<ref id="B87">
<label>87</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cohen</surname> <given-names>AA</given-names>
</name>
<name>
<surname>van Doremalen</surname> <given-names>N</given-names>
</name>
<name>
<surname>Greaney</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Andersen</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>A</given-names>
</name>
<name>
<surname>Starr</surname> <given-names>TN</given-names>
</name>
<etal/>
</person-group>. <article-title>Mosaic RBD nanoparticles protect against challenge by diverse sarbecoviruses in animal models</article-title>. <source>Science</source> (<year>2022</year>) <volume>377</volume>:<fpage>eabq0839</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abq0839</pub-id>
</citation>
</ref>
<ref id="B88">
<label>88</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Suryawanshi</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>IP</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>T</given-names>
</name>
<name>
<surname>Syed</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Brazer</surname> <given-names>N</given-names>
</name>
<name>
<surname>Saldhi</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Limited cross-variant immunity from SARS-CoV-2 omicron without vaccination</article-title>. <source>Nature</source> (<year>2022</year>) <volume>607</volume>:<page-range>351&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-022-04865-0</pub-id>
</citation>
</ref>
<ref id="B89">
<label>89</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Minervina</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Pogorelyy</surname> <given-names>MV</given-names>
</name>
<name>
<surname>Kirk</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Crawford</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>EK</given-names>
</name>
<name>
<surname>Chou</surname> <given-names>C-H</given-names>
</name>
<etal/>
</person-group>. <article-title>SARS-CoV-2 antigen exposure history shapes phenotypes and specificity of memory CD8+ T cells</article-title>. <source>Nat Immunol</source> (<year>2022</year>) <volume>23</volume>:<page-range>781&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41590-022-01184-4</pub-id>
</citation>
</ref>
<ref id="B90">
<label>90</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ying</surname> <given-names>B</given-names>
</name>
<name>
<surname>Scheaffer</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Whitener</surname> <given-names>B</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>C-Y</given-names>
</name>
<name>
<surname>Dmytrenko</surname> <given-names>O</given-names>
</name>
<name>
<surname>Mackin</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Boosting with variant-matched or historical mRNA vaccines protects against omicron infection in mice</article-title>. <source>Cell</source> (<year>2022</year>) <volume>185</volume>:<fpage>1572</fpage>&#x2013;<lpage>1587.e11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2022.03.037</pub-id>
</citation>
</ref>
<ref id="B91">
<label>91</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ju</surname> <given-names>B</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>X</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>H</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Antigenic sin of wild-type SARS-CoV-2 vaccine shapes poor cross-neutralization of BA.4/5/2.75 subvariants in BA.2 breakthrough infections</article-title>. <source>Nat Commun</source> (<year>2022</year>) <volume>13</volume>:<fpage>7120</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-022-34400-8</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>