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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.2023.1249902</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prolonging the delivery of influenza virus vaccine improves the quantity and quality of the induced immune responses in mice</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Beukema</surname>
<given-names>Martin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/495601"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gong</surname>
<given-names>Shuran</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Al-Jaawni</surname>
<given-names>Kasem</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2362599"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Vries-Idema</surname>
<given-names>Jacqueline J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Krammer</surname>
<given-names>Florian</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/217629"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Fan</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1303571"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cox</surname>
<given-names>Rebecca Jane</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/319426"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Huckriede</surname>
<given-names>Anke</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/585108"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Medical Microbiology and Infection Prevention, University of Groningen, University Medical Center Groningen</institution>, <addr-line>Groningen</addr-line>, <country>Netherlands</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Microbiology, Icahn School of Medicine at Mount Sinai</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Center for Vaccine Research and Pandemic Preparedness (C-VaRPP), Icahn School of Medicine at Mount Sinai</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Influenza Centre, Department of Clinical Science, University of Bergen</institution>, <addr-line>Bergen</addr-line>, <country>Norway</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Microbiology, Haukeland University Hospital</institution>, <addr-line>Bergen</addr-line>, <country>Norway</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Anna Katrina Walduck, Charles Sturt University, Australia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Tanushree Dangi, Northwestern University, United States; Ana Paula Bastos, Brazilian Agricultural Research Corporation (EMBRAPA), Brazil</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Anke Huckriede, <email xlink:href="mailto:a.lw.huckriede@umcg.nl">a.lw.huckriede@umcg.nl</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1249902</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Beukema, Gong, Al-Jaawni, de Vries-Idema, Krammer, Zhou, Cox and Huckriede</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Beukema, Gong, Al-Jaawni, de Vries-Idema, Krammer, Zhou, Cox and Huckriede</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>
<sec>
<title>Introduction</title>
<p>Influenza vaccines play a vital role in protecting individuals from influenza virus infection and severe illness. However, current influenza vaccines have suboptimal efficacy, which is further reduced in cases where the vaccine strains do not match the circulating strains. One strategy to enhance the efficacy of influenza vaccines is by extended antigen delivery, thereby mimicking the antigen kinetics of a natural infection. Prolonging antigen availability was shown to quantitatively enhance influenza virus-specific immune responses but how it affects the quality of the induced immune response is unknown. Therefore, the current study aimed to investigate whether prolongation of the delivery of influenza vaccine improves the quality of the induced immune responses over that induced by prime-boost immunization.</p>
</sec>
<sec>
<title>Methods</title>
<p>Mice were given daily doses of whole inactivated influenza virus vaccine for periods of 14, 21, or 28 days; the control group received prime-boost immunization with a 28 days interval.</p>
</sec>
<sec>
<title>Results</title>
<p>Our data show that the highest levels of cellular and humoral immune responses were induced by 28 days of extended antigen delivery, followed by 21, and 14 days of delivery, and prime-boost immunization. Moreover, prolonging vaccine delivery also improved the quality of the induced antibody response, as indicated by higher level of high avidity antibodies, a balanced IgG subclass profile, and a higher level of cross-reactive antibodies.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>Our findings contribute to a better understanding of the immune response to influenza vaccination and have important implications for the design and development of future slow-release influenza vaccines.</p>
</sec>
</abstract>
<kwd-group>
<kwd>extended antigen delivery</kwd>
<kwd>influenza</kwd>
<kwd>vaccination</kwd>
<kwd>quality</kwd>
<kwd>quantity</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="42"/>
<page-count count="12"/>
<word-count count="5833"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Vaccines and Molecular Therapeutics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Influenza is a highly contagious respiratory infection caused by the influenza virus (<xref ref-type="bibr" rid="B1">1</xref>). Although most people recover from influenza, the elderly or individuals with an underlying disease are at risk of developing severe disease (<xref ref-type="bibr" rid="B2">2</xref>). Influenza vaccines are essential in reducing the chance of severe complications in those individuals (<xref ref-type="bibr" rid="B3">3</xref>). However, current influenza vaccines, usually split or subunit vaccines containing the viral surface proteins, are suboptimal in their efficacy (<xref ref-type="bibr" rid="B4">4</xref>). There is therefore an urgent need to improve influenza vaccines through strategies that generate a more robust immune response.</p>
<p>The low efficacy of current influenza vaccines is, among others, related to the induction of immunodominant responses against the head domain of the hemagglutinin (HA) of the virus (<xref ref-type="bibr" rid="B5">5</xref>). This part of the surface protein often mutates, during antigenic drift and shift, generating an antigenically distinct virus that can evade pre-existing immunity (<xref ref-type="bibr" rid="B6">6</xref>). To circumvent a mismatch between the vaccine strains and circulating strains, universal influenza vaccines are being developed to induce cross-reactive immune responses against conserved influenza virus proteins or protein domains, such as epitopes on the HA stalk, the neuraminidase (NA), matrix proteins, or the nucleoprotein (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). By targeting these conserved epitopes, universal influenza vaccines can potentially provide cross-protection against infection by drifted influenza virus strains.</p>
<p>One strategy that may improve the efficacy of current influenza vaccines is to mimic the antigen kinetics of natural infection of pathogens with a vaccine (<xref ref-type="bibr" rid="B10">10</xref>). With current intramuscularly administered protein vaccines, antigens are cleared rapidly within days from the lymphoid tissues, whereas during infection, these tissues are generally exposed for an extended period of weeks to months to the antigens (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). Extended availability of antigens during infections was shown to induce a higher magnitude of germinal center reactions, antibody levels, and memory T cell frequencies compared to prime-boost bolus regimens (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Additionally, extended delivery of a human immunodeficiency virus 1 (HIV-1) vaccine also enhanced the generation of a more diverse set of antibodies targeting both dominant and subdominant epitopes (<xref ref-type="bibr" rid="B13">13</xref>). Therefore, prolonging the delivery of influenza vaccines might improve their efficacy by inducing a higher magnitude of cross-protective immune responses.</p>
<p>Considerable efforts have been made to develop influenza vaccines that ensure extended release of antigen for 5-30 days (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). These studies have demonstrated that the vaccines need to be delivered for a period of at least two weeks to induce a higher magnitude of immune responses than prime-boost immunization (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). However, they did not investigate whether a longer duration of vaccine delivery influences the qualitative properties of the antiviral immune responses, such as effector functions of antibodies, avidity index of antibodies, or the breadth of binding epitopes of cross-reactive antibodies (<xref ref-type="bibr" rid="B6">6</xref>). Therefore, the aim of the current study was to investigate whether prolongation of the delivery of influenza vaccine improves the quality of the induced immune responses over that induced by prime-boost immunization.</p>
<p>To investigate this, we immunized mice daily with whole inactivated virus (WIV) influenza vaccine for extended periods of 14, 21, or 28 days to mimic sustained release formulations. Prime-boost immunized mice were used as control. The impact of the duration of extended antigen delivery on quantitative measures of the induced immune responses were determined, including cellular immune responses, antibody levels and germinal center reactions. In addition, the quality of the induced antibody response was assessed by measuring antibody avidity, IgG subclasses and levels of cross-reactive antibodies.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Influenza virus strains</title>
<p>A/Puerto Rico/8/34 (H1N1/1934), A/New Caledonia/20/99 (H1N1/1999), A/California/7/09 (H1N1/2009), and A/Brisbane/02/18 (H1N1/2018) were sourced from the National Institute of Biological Standards and Controls (NIBSC, Potters Bar, United Kingdom) and propagated in the allantoic cavity of embryonated chicken eggs (<xref ref-type="bibr" rid="B19">19</xref>). After 72 hours of incubation at 37&#xb0;C, the virus strains were isolated, purified from allantoic fluid, and stored at -80&#xb0;C until further use. The egg-cultured H1N1/2018 strain was gifted by Mark Pronk from Erasmus University in Rotterdam, The Netherlands.</p>
</sec>
<sec id="s2_2">
<title>Preparation of whole inactivated influenza virus and subunit proteins</title>
<p>WIV vaccines of H1N1/1934, H1N1/1999, and H1N1/2009 influenza virus strains were prepared by overnight incubation of the virus strains with 0.1% <italic>v/v</italic> &#x3b2; propiolactone (Acros Organics, Geel, Belgium) under continuous rotation at 4&#xb0;C. The WIV was then dialyzed against 4- (2-hydroxyethyl)-1-piperazineethanesulfonic acid (HEPES)-buffered saline (Thermo Fisher Scientific, Bleiswijk, the Netherlands) at 4&#xb0;C overnight to remove &#x3b2;-propiolactone. Inactivation of the viruses was confirmed by inoculating Madin-Darby canine kidney (MDCK) cells and assessing virus replication with hemagglutination assay (<xref ref-type="bibr" rid="B20">20</xref>). Subunit vaccines of H1N1/1934, H1N1/1999, and H1N1/2009 were prepared from their respective WIV as described before (<xref ref-type="bibr" rid="B21">21</xref>). The preparations, consisting mainly of hemagglutinin (HA), were used for coating enzyme-linked immunosorbent assay (ELISA) plates. Neuraminidase (NA) and cH9/1 proteins were prepared using the baculovirus expression system. The cH9/1 protein contains the HA stalk from H1N1/2009 and the HA head from the unrelated A/guinea fowl/Hong Kong/WF10/99 (H9N2) virus (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). The total protein concentration of WIV and surface proteins was determined with the micro-Lowry assay (<xref ref-type="bibr" rid="B19">19</xref>).</p>
</sec>
<sec id="s2_3">
<title>Immunization of mice and sample collection</title>
<p>The Central Committee for Animal Experimentation of the Netherlands approved the animal procedures of this study (CCD application number AVD105002016599). Before the start of experiments, female CB6F1 (C57Bl/6 x BALB/c F1) mice of 6-8 weeks (Envigo, Horst, the Netherlands) were acclimatized for 1.5 weeks. Mice were co-housed in open cages and had <italic>ad libitum</italic> access to sterilized water and a standard diet. Mice were divided into five experimental groups, each containing six mice (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). For the negative control, untreated mice were used. The mice from the other four groups were vaccinated with a total dose of 5 &#xb5;g of WIV (&#x2248; 1.6 &#xb5;g of HA) of the H1N1/2009 influenza virus strain. For extended antigen delivery, the 5 &#xb5;g dose of WIV was administered over extended periods of 14 (0.36 &#xb5;g/day), 21 (0.24 &#xb5;g/day), or 28 days (0.18 &#xb5;g/day) by daily subcutaneous injections. The immunization schedules were designed to have the last injection for each group on day 28. Furthermore, positive control mice were immunized through an intramuscular prime on day 0 and boost injection on day 28 (each 2.5 &#xb5;g). Blood was drawn weekly by cheek puncture to follow total IgG levels during the experiment. On day 42, all mice were euthanized, and blood was collected through heart puncture. Blood was clotted overnight at room temperature, centrifuged for 10 min at 3000 x <italic>g</italic>, and serum was used for ELISA and hemagglutination inhibition assays (HAI). Spleens, inguinal lymph nodes, and axillary lymph nodes from mice were collected in complete Iscove&#x2019;s Modified Dulbecco&#x2019;s Medium (cIMDM; Thermo Fisher Scientific) containing 10% <italic>v/v</italic> deactivated fetal bovine serum (dFBS, Lonza, Basel, Switzerland), 100 &#xb5;g/mL streptomycin (Invitrogen, Breda, the Netherlands), 100 U/mL penicillin (Invitrogen) and 50 &#xb5;M 2-mercaptoethanol (Invitrogen) Lymph nodes and spleens were used for flow cytometry and Enzyme-Linked Immunosorbent Spot (ELISPOT), respectively.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Timeline of animal study. Mice (n=6/experimental group) were immunized with 5 &#xb5;g of WIV derived from H1N1/2009 influenza virus through daily subcutaneous injections for a period of 14 days, 21 days, or 28 days, or through intramuscular prime-boost immunization. Unimmunized mice were used as controls. On day 28, the last injections were given. Blood samples were collected weekly from day 0-42. On day 42, all mice were euthanized and cellular immune responses in the spleen and lymph nodes, germinal center responses in lymph nodes and antibody responses in the serum were measured. WIV, whole inactivated virus. The figure is created with <uri xlink:href="https://www.Biorender.com">Biorender.com</uri>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1249902-g001.tif"/>
</fig>
</sec>
<sec id="s2_4">
<title>Flow cytometry</title>
<p>Axillary and inguinal lymph nodes of each mouse were pooled, and cells were isolated by mechanically crushing the tissues between two microscopy slides in 3 mL ice-cold cIMDM (<xref ref-type="bibr" rid="B24">24</xref>). Falcon tubes with cell strainer caps (35 &#xb5;m, Corning, Amsterdam, the Netherlands) were used to remove clumps of cells prior to cell counting and flow cytometry staining. For staining, 1 x 10<sup>6</sup> cells were transferred to a 96-well plate and centrifuged at 600 x <italic>g</italic> for 5 min. at 4&#xb0;C. The cells were washed with phosphate-buffered saline (PBS, Thermo Fisher Scientific) and incubated with ZombieNIR-labeled viability dye for 15 min. (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Next, cells were washed and blocked for 15 min. with 0.05 mL blocking buffer [98% <italic>v/v</italic> FACS buffer [PBS + 2% <italic>v/v</italic> dFBS (Lonza)] and 2% <italic>v/v</italic> Fc receptor binding inhibitor (Thermo Fisher Scientific)]. Then, cells were washed, incubated for 30 min. with 0.05 mL of antibody mix in blocking buffer (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>) washed again, and fixed by incubating for 10 min. with 0.15 mL fixation buffer (Thermo Fisher Scientific). After washing the cells, samples were analyzed on a BD FACSymphony A5. In all washing steps, cells were washed twice with FACS buffer and centrifuged at 600 x <italic>g</italic> for 5 min. at 4&#xb0;C. Data analysis was performed by the Kaluza Analysis Software version 2.1. Unstained cells were used to set the optimal flow cytometry voltage for each fluorophore and Fluorescence Minus One (FMO) controls were used to set the gates (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). Absolute numbers of immune cells were determined from 1 x 10<sup>6</sup> live cells.</p>
</sec>
<sec id="s2_5">
<title>Enzyme-linked immunosorbent spot assay</title>
<p>To determine the level of influenza-specific interferon (IFN)-&#x3b3; and interleukin (IL)-4 secreting splenocytes, murine ELISpot kits (MABTEC, the Netherlands) were used according to the manufacturer&#x2019;s instructions. Briefly, spleens were homogenized using a GentleMACS dissociator (Miltenyi Biotec, Leiden, the Netherlands) and treated with Ammonium-Chloride-Potassium lysis buffer (0.83% NH<sub>4</sub>Cl, 10 mM KHCO<sub>3</sub>, 0.1 mM ethylenediaminetetraacetic acid (EDTA)) to lyse erythrocytes. Splenocytes (5 &#xd7; 10<sup>5</sup>/well) were incubated in cIMDM medium and stimulated with or without 10 &#xb5;g/mL of H1N1/2009 WIV. After 16h of incubation, plates were incubated with alkaline phosphatase-conjugated anti-mouse IFN-&#x3b3; or IL-4 antibodies. Spots were developed using nitro-blue tetrazolium chloride/5-bromo-4-chloro-3&#x2032;-indolyphosphate p-toluidine substrate and counted with an AID ELISpot reader (Autoimmune Diagnostika GmbH, Strassberg, Germany). To assess influenza-specific cellular responses, the number of IFN-&#x3b3; or IL-4 secreting splenocytes was determined by subtracting the number of spots in the unstimulated wells from the number of spots in the WIV-stimulated wells.</p>
</sec>
<sec id="s2_6">
<title>Enzyme-linked immunosorbent assay</title>
<p>ELISA was performed to measure WIV-, HA subunit-, HA-stalk-, and NA-specific IgG, or WIV-specific IgG1 and IgG2a levels, as previously described (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). Briefly, to determine IgG titers, plates were coated with WIV (0.3 &#xb5;g/well), HA subunit (0.1 &#xb5;g/well), cH9/1 (HA-stalk, 0.1 &#xb5;g/well), or NA (0.2 &#xb5;g/well) proteins. Serum samples were prediluted 1:200 to determine WIV- and HA subunit-specific IgG or diluted 1:100 for HA stalk- and NA-specific IgG and applied in a 2-fold serial dilution on the plates. To measure IgG1 and IgG2a levels, serum samples were applied in a 1:100 dilution and concentrations were determined from an IgG1 or IgG2a standard curve (Southern Biotech, Birmingham, USA). Horseradish peroxidase-linked goat anti-mouse IgG, IgG1, or IgG2a antibodies (Southern Biotech, Birmingham, USA) were used to detect bound IgG, IgG1 or IgG2a, respectively. IgG titers were calculated as log<sub>10</sub> of the reciprocal of the serum sample dilution corresponding to an absorbance of 0.2 at a wavelength of 492 nm.</p>
<p>To assess the avidity of the influenza-specific IgG, the ELISA was performed as above but after incubation of the plates with the diluted serum samples, 8M urea (Sigma, St. Louis, MO, USA) was added to the wells for 1h followed by washing and incubation with horseradish peroxidase-linked goat anti-mouse IgG secondary antibody (Southern Biotech). The avidity index was calculated as: (OD<sub>492</sub> urea treated samples/OD<sub>492</sub> untreated samples) x 100%.</p>
</sec>
<sec id="s2_7">
<title>Hemagglutination inhibition assay</title>
<p>HAI assay was performed following a previously described method (<xref ref-type="bibr" rid="B25">25</xref>). Briefly, hemagglutination units (HAU) of each influenza virus strain (H1N1/1934, H1N1/1999, H1N1/2009, or H1N1/2018) were determined by measuring the hemagglutination activity of virus suspensions that were serially diluted in the presence of 1% guinea pig erythrocytes obtained from Envigo. HAU were calculated as the reciprocal of the highest virus dilution causing complete hemagglutination of erythrocytes. Next, serum samples were diluted 1:3 with receptor-destroying enzyme (Seiken, Japan) and incubated for 16 hours at 37&#xb0;C. The following day, the receptor-destroying enzyme was inactivated by treating the serum samples for 30 min. at 56&#xb0;C. The serum samples were then applied in a 2-fold serial dilution in PBS (Thermo Fisher Scientific) and incubated for 40 minutes with 4HAU of the different live influenza virus strains. Next, 1% of guinea pig erythrocytes was added and incubated for 2 hours at room temperature (RT). Serum titers are expressed as the reciprocal of the highest dilution of serum that prevented erythrocyte agglutination.</p>
</sec>
<sec id="s2_8">
<title>Statistics</title>
<p>Statistical analysis of results was performed using GraphPad Prism version 9.5.1 (La Jolla, CA, USA). Normal distribution of data was confirmed using the Kolmogorov-Smirnov test. Normally distributed data were assessed with one-way ANOVA and Tukey <italic>post-hoc</italic> test. Corrections for multiple comparison was done with Benjamini, Krieger and Yekutieli corrections. <italic>p</italic> &lt; 0.05 was considered as significant; * <italic>p</italic> &lt; 0.05, ** <italic>p</italic> &lt; 0.01, *** <italic>p</italic> &lt; 0.001, **** <italic>p</italic> &lt; 0.0001.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Prolonging the delivery of WIV increased the quantity of cellular and humoral immune responses</title>
<p>To investigate whether extended delivery of influenza vaccine quantitatively enhances the induction of cellular and humoral immune responses, mice were immunized with H1N1/2009-derived WIV vaccine by daily subcutaneous injections for periods of 14, 21, or 28 days. A prime-boost immunization group was used as a control (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<p>Among the immunizations for extended periods of time, 28 days of extended antigen delivery induced the highest levels of cellular immune responses, followed by 21 and 14 days of delivery (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). This trend was evident for the level of total CD4+ T cells in the lymph nodes (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>) and influenza virus-specific IL-4-secreting splenocytes (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). The mice of the 28-days group also showed the highest level of influenza virus-specific IFN-&#x3b3;-secreting splenocytes (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>), but differences with the other groups did not reach statistical significance. Furthermore, mice of the 28-days group showed slightly higher and more consistent numbers of IFN-&#x3b3; and IL-4 secreting splenocytes than mice that received prime-boost injections. Therefore, prolonging the delivery of WIV vaccine to 28 days led to more robust cellular immune responses than prime-boost immunization.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Cellular immune responses. T helper frequencies in lymph nodes of mice (n=6), treated as described in the legend of <xref ref-type="fig" rid="f1">
<bold>Figure 1</bold>
</xref>, were measured with flow cytometry <bold>(A)</bold>. The numbers of influenza-specific IFN-&#x3b3;-, <bold>(B)</bold> and influenza-specific IL-4-secreting splenocytes <bold>(C)</bold> were quantified with ELISPOT. Statistical comparisons between experimental groups were done using one-way ANOVA with Tukey <italic>post-hoc</italic> test (* <italic>p</italic> &lt; 0.05, ** <italic>p</italic> &lt; 0.01, **** <italic>p</italic> &lt; 0.0001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1249902-g002.tif"/>
</fig>
<p>Next, we determined influenza virus-specific antibody levels in the serum (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) and germinal center responses in the lymph nodes (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Influenza virus-specific IgG antibodies were followed weekly up to 6 weeks (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). In mice of the 14-, 21-, and 28-days groups, IgG titers increased gradually over the administration period and leveled off on the day of the last injection (day 28) without further increase until day 42. In contrast, in prime-boost immunized mice antibody titers peaked at day 21 after the first immunization and increased further after the booster on day 28. On day 42, we determined endpoint titers (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>) and found the highest antibody titer in the 28-days group, followed by the 21- and 14-days groups. Extended antigen delivery for 28 days induced a significantly higher antibody titer than prime-boost immunization, whereas extended antigen delivery for 14 or 21 days induced similar levels. Regarding HAI antibodies (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>), the 28-days group showed the highest level of HAI antibodies, followed by the 21-days group. Only the mice of the 21 days (5/6) and 28 days (6/6) groups seroconverted by inducing a HAI titer of &#x2265;1:40, whereas the 14 days and prime-boost groups did not induce any detectable HAI antibodies.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Influenza-specific IgG levels. Sera of mice, immunized as described in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, were analyzed for IgG specific for WIV of the H1N1/2009 influenza strain. H1N1/2009-specific IgG was followed during the experiment <bold>(A)</bold>; endpoint titers <bold>(B)</bold> and HAI titers <bold>(C)</bold> were determined in sera collected at day 42. Statistical comparisons between experimental groups were done using one-way ANOVA with Tukey <italic>post-hoc</italic> test (* <italic>p</italic> &lt; 0.05, *** <italic>p</italic> &lt; 0.001, **** <italic>p</italic> &lt; 0.0001). The dotted line represents the detection limit. HAI, Hemagglutination inhibition; WIV, whole inactivated virus; ns, not significantly different.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1249902-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Germinal center reactions. GC reaction in lymph nodes of mice, immunized as described in the legend of <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, were assessed by measuring the frequency <bold>(A)</bold> and absolute number <bold>(B)</bold> of CD19<sup>+</sup>GL7<sup>+</sup> B<sub>GC</sub> cells, the frequencies of CD19<sup>+</sup>GL7<sup>+</sup>CD86<sup>+</sup> light zone B<sub>GC</sub> cells <bold>(C)</bold>, CD19<sup>+</sup>GL7<sup>+</sup>CXCR4<sup>+</sup> dark zone B<sub>GC</sub> cells <bold>(D)</bold>, and ratio of light zone B cells/dark zone B cells <bold>(E)</bold>, CD3<sup>+</sup>CD4<sup>+</sup>PD1<sup>+</sup>CXCR5<sup>+</sup> T<sub>FH</sub> cells <bold>(F)</bold>, and CD19<sup>+</sup>GL7<sup>+</sup>IgD<sup>-</sup>CD138<sup>+</sup>plasmablasts <bold>(G)</bold>. Statistical comparisons between experimental groups were done using one-way ANOVA with Tukey <italic>post-hoc</italic> test (* <italic>p</italic> &lt; 0.05, ** <italic>p</italic> &lt; 0.01, *** <italic>p</italic> &lt; 0.001). B<sub>GC</sub>, germinal center B; DZ, dark zone; GC, germinal center; T<sub>FH</sub>, Follicular T helper; LZ, Light zone; ns, not significantly different.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1249902-g004.tif"/>
</fig>
<p>To investigate whether the enhanced antibody response after extended antigen delivery was associated with the induction of a more robust germinal center (GC) reaction, we quantified the cells of the GC in the lymph nodes of mice two weeks after the last injection (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>). Our data show that delivery of WIV for 14 days or 21 days, and prime-boost immunization induced higher numbers of GC B (B<sub>GC</sub>) cells than found in control mice. To our surprise, extended antigen delivery for 28 days did not increase the frequency nor the absolute number of B<sub>GC</sub> cells in the lymph nodes (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4B, C</bold>
</xref>). Within the B<sub>GC</sub> cell population, we measured the frequency of light zone (LZ) and dark zone (DZ) B<sub>GC</sub> cells to detect an increase in affinity selection or in proliferation and somatic hypermutation, respectively (<xref ref-type="bibr" rid="B26">26</xref>). Our data show that prolonging the antigen delivery increased the frequency of LZ B<sub>GC</sub> cells (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>), whereas it reduced the frequency of DZ B<sub>GC</sub> cells (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). However, the absolute number of LZ B<sub>GC</sub> cells and DZ B<sub>GC</sub> cells decreased after prolonged antigen delivery (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures&#xa0;2A, B</bold>
</xref>). Furthermore, the LZ/DZ ratio increased in the lymph nodes of these mice (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4E</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2C</bold>
</xref>), as was also observed in the prime-boost injected mice. Therefore, our data imply that the GC reaction in mice of the 28-days group and the prime-boost group is dominated by affinity selection rather than by proliferation and somatic hypermutation two weeks after the last injection.</p>
<p>In addition to B<sub>GC</sub> cells, the frequencies of follicular T helper (T<sub>FH</sub>) cells and CD138<sup>+</sup> plasmablasts, the precursors of long-lived plasma cells, were measured in the lymph nodes of the immunized mice. As shown in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4F</bold>
</xref>, the 28-days group showed the lowest frequency of T<sub>FH</sub> cells in lymph nodes, followed by the 21- and 14-days groups. In contrast, the frequency of T<sub>FH</sub> cells in the prime-boost immunized group remained at similar levels to the control group. The reduction in B<sub>GC</sub> cells and T<sub>FH</sub> cells frequencies coincided with an increased frequency of plasmablasts (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4H</bold>
</xref>). Only the 28-days group showed a statistically significant increase in the frequency of plasmablasts as compared to the control group. Therefore, our data indicates that prolongation of the vaccine delivery induced a robust GC reaction (elevated levels of plasmablasts in lymph nodes and serum IgG antibodies) that had gone into termination (small numbers of T<sub>FH</sub> cells and B<sub>GC</sub> cells, high frequencies of LZ B<sub>GC</sub> cells) two weeks after the last injection.</p>
</sec>
<sec id="s3_2">
<title>Prolonging the delivery of WIV increased class-switching to IgG2a and the level of high avidity antibodies</title>
<p>In addition to the abovementioned quantitative measures, we assessed the quality of the induced antibody responses by measuring the antibody avidity and the levels of IgG isotypes (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Our data demonstrate that the IgG antibodies of mice from different immunization groups did not differ significantly in the avidity index, only the 14-days group showed a slightly but not significantly higher avidity index than the other immunization groups (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Nevertheless, the total level of high avidity IgG was highest in the mice of the 28-days group (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>) reflecting the high amount of influenza-specific IgG in this experimental group and this level was significantly higher than in the prime-boost group.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Quality of the induced antibody immune response. The quality of the induced humoral immune response in mice, as described in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, was assessed by determining the avidity index <bold>(A)</bold>, the high avidity antibody titer <bold>(B)</bold>, the levels of IgG1 <bold>(C)</bold> and IgG2a <bold>(D)</bold> subclasses over the course of the experiment, endpoint IgG1 <bold>(E)</bold> and IgG2a <bold>(F)</bold> levels, and the IgG2a/IgG1 ratio <bold>(G)</bold>. Statistical comparisons between experimental groups were done using one-way ANOVA with Tukey <italic>post-hoc</italic> test (* <italic>p</italic> &lt; 0.05, ** <italic>p</italic> &lt; 0.01, *** <italic>p</italic> &lt; 0.001, **** <italic>p</italic> &lt; 0.0001). The dotted line represents the detection limit. ns, not significantly different.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1249902-g005.tif"/>
</fig>
<p>We also followed the titers and kinetics of antiviral IgG1 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>) and IgG2a (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>) in the mice during the study. The levels of influenza virus-specific IgG1 started increasing seven days after the first injection in the 14-, 21-, and 28-days groups. However, IgG1 levels in the prime-boost group only started increasing at 14 days post-immunization. The 28-days group displayed the highest level of IgG1, followed by the 21-days, 14-days, and prime-boost groups (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5E</bold>
</xref>). The kinetics of influenza virus specific IgG2a were quite different compared to IgG1 kinetics. In the mice of the 14-days, 21-days, and the prime-boost groups, IgG2a levels were minorly increased only on day 42. However, in the 28-days group, the levels of IgG2a already started rising seven days after the first injection and further increased very significantly after antigen delivery stopped. Consequently, only the 28-days group showed a high endpoint IgG2a level (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5F</bold>
</xref>), resulting in balanced amounts of IgG1 and IgG2a (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5G</bold>
</xref>). In contrast, the IgG2a/IgG1 ratio in mice of the other immunization groups was skewed towards IgG1. These results suggest that prolonging the delivery of WIV to 28 days enhanced the quality of the induced antibody response.</p>
</sec>
<sec id="s3_3">
<title>Prolonging the delivery of WIV enhanced the induction of cross-reactive antibodies</title>
<p>In addition to the abovementioned qualitative measures of the induced immune response, we measured cross-reactive antibodies against antigenically distinct influenza viruses and antibodies specific for the HA stalk and for NA (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Firstly, antibodies were assessed against the historic strains H1N1/1934 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>) and H1N1/1999 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>), and against H1N1/2018, a drift variant of the H1N1/2009 strain (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>) with the HAI assay. We observed that HAI antibodies were only induced against the H1N1/2018 strain. As with the homologous virus (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>), the highest levels of HAI antibodies against the H1N1/2018 strain were found in the 28-days group, followed by the 21-days group. The 14-days and prime-boost groups did not display measurable HAI antibodies against the drifted strain. These data show that prolonging antigen delivery enhanced the induction of antibodies specific for the head domain of the homologous and drifted strain.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Cross reactivity of induced antibodies. The sera of mice, immunized as described in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, were analyzed for the presence of cross-reactive antibodies. HAI antibodies specific to the HA head of A/H1N1/1934 <bold>(A)</bold>, A/H1N1/1999 <bold>(B)</bold>, and A/H1N1/2018 <bold>(C)</bold> strains were determined by hemagglutination inhibition assay. Antibodies specific for HA of the A/H1N1/1934 <bold>(D)</bold> and A/H1N1/1999 <bold>(E)</bold> strains were measured using ELISA plates coated with the respective subunit vaccines. HA stalk-specific antibodies <bold>(F)</bold>, and NA-specific antibodies <bold>(G)</bold> were measured by ELISA using recombinantly produced cH9/1 and NA as coating, respectively. Statistical comparisons between experimental groups were done using one-way ANOVA with Tukey <italic>post-hoc</italic> test (* <italic>p</italic> &lt; 0.05, *** <italic>p</italic> &lt; 0.001, **** <italic>p</italic> &lt; 0.0001). The dotted line represents the detection limit. HA, hemagglutinin; HAI, hemagglutinin inhibition; NA, neuraminidase. Animations are created with <uri xlink:href="https://www.Biorender.com">Biorender.com</uri>. ns, not significantly different.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-14-1249902-g006.tif"/>
</fig>
<p>Secondly, we measured antibodies against the HA protein of the historic strains H1N1/1934 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>) and H1N1/1999 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6E</bold>
</xref>) with ELISA, using subunit vaccines of the respective strains as coating. Although HAI antibodies against the historic strains were below detection limit, we did find antibodies binding to HA of those strains. Of the different immunization groups, the 28-day group showed the highest titers, followed by the 21-days, 14-days, and the prime-boost group. Thus, our data demonstrate that, other than HAI antibodies, cross-reactive antibodies are induced against the HA of historic strains.</p>
<p>Thirdly, the antibodies specific for the conserved HA-stalk (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6F</bold>
</xref>) and the conserved NA protein (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6G</bold>
</xref>) were measured with ELISA. Our data show that all immunization regimens induced antibodies reacting with the H1 stalk. Moreover, 28 days of extended antigen delivery resulted in the highest levels of HA-stalk-specific antibodies, followed by 21 days and 14 days. Levels of HA-stalk specific antibodies in the 28-days group were significantly higher than in the prime-boost group. On the other hand, NA-specific antibodies were not effectively induced by any of the regimens. Thus, these data show that prolonging delivery of a WIV influenza vaccine enhanced the induction of cross-reactive antibodies specific for the conserved HA-stalk region.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In the current study, we aimed to investigate whether the duration of extended antigen delivery of WIV influenza vaccines impacts not only the quantity but also the quality of the induced antiviral immune responses in mice. The results demonstrate that prolonged delivery of influenza vaccines for a sufficient period, here 28 days, enhanced the induction of cellular immune responses, antibody quantities, GC reactions, and precursors of long-lived plasma cells over those induced by prime-boost immunization. Furthermore, a long duration of 28 days of antigen exposure was required to increase the level of high avidity antibodies, induce class switching, and improve the breadth of binding epitopes of the induced antibodies. Therefore, our study demonstrates that prolonging the availability of vaccine antigens benefits the quantity and quality of the induced immune responses.</p>
<p>Our data demonstrate that prolonged delivery of the vaccine led to a higher level of influenza virus-specific cellular and humoral immune responses than prime-boost immunization. Regarding cellular immune responses, this finding is in line with previous findings, showing that extended antigen delivery increases the expansion of cytotoxic and memory T cells (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>). The expansion of T cells in the extended delivery groups may be related to a continuous active transport of peptide-MHC complexes on antigen presenting cells to the draining lymph nodes (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Furthermore, the differences in humoral immune responses can be due to an increased presence of antigens in the secondary lymphoid organs after extended antigen delivery, contrasted by rapid clearance of antigens from secondary lymphoid organs after bolus immunizations (<xref ref-type="bibr" rid="B33">33</xref>). An increased antigen presence leads to a more robust GC reaction (<xref ref-type="bibr" rid="B13">13</xref>), for which there are also indications in the current study. We measured higher numbers of progenitor cells of long-lived plasma cells in the lymph nodes and elevated levels of influenza virus-specific IgG in the 28-days group, whereas we did not find these elevated levels in prime-boost immunized mice. Our results suggest, therefore, that prolonged delivery of WIV contributes to a more robust and a more durable immune response than prime-boost immunization.</p>
<p>Interestingly, we observed termination of the GC reaction after a longer duration of extended antigen delivery. The exact regulation of GC shutdown are not fully understood, and several mechanisms have been suggested (<xref ref-type="bibr" rid="B34">34</xref>). In the case of prolonged antigen exposure, it is most plausible that newly produced antibodies eventually mask the antigens, thus preventing their binding to B cell receptors (BCR) on B<sub>GC</sub> cells, and inducing a negative feedback mechanism in germinal centers (<xref ref-type="bibr" rid="B34">34</xref>). In line with this mechanism, we found that 28 days of antigen delivery induced elevated levels of high avidity antibodies. The avidity of these antibodies is probably higher than that of the BCR of B<sub>GC</sub> cells, preventing additional rounds of somatic hypermutation in the DZ. This may have led to a high level of apoptosis of B<sub>GC</sub> cells, contributing to the observed termination of the GC reaction (<xref ref-type="bibr" rid="B26">26</xref>). Our results suggest therefore that a longer duration of WIV exposure through the generation of increased levels of high avidity antibodies induces a negative feedback mechanism on the germinal center. However, additional studies are required to get a full picture of the kinetics of GC reactions in relation to the duration of antigen delivery.</p>
<p>Our data also demonstrates that only 28 days of extended antigen delivery resulted in increased levels of IgG2a, whereas isotype switching from IgG1 to IgG2a did not occur during the study period after other vaccination regimens. The isotype switching to IgG2a in mice of the 28-days group may derive from the slight increase in the level of IFN-&#x3b3; secreting cells as isotype-switching from IgG1 to IgG2a in B<sub>GC</sub> cells is induced by elevated levels of IFN-&#x3b3; (<xref ref-type="bibr" rid="B35">35</xref>). The induction of a balanced or even T helper (Th) 2-skewed immune response in the other groups contrasts with previous findings demonstrating that WIV induces a Th1-polarized immune response through TLR7/8 triggering by the viral ssRNA (<xref ref-type="bibr" rid="B36">36</xref>). These differences could be related to the administered dose of WIV. Other studies have also shown that specific dosages of WIV determine the IgG2a/IgG1 ratio in mice (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>), suggesting that only the administered low daily dose induces an increased Th1 polarization in the 28-days group.</p>
<p>In addition to antibody avidity and isotype switching, our study also examined the breadth of binding epitopes recognized by the induced antibodies as a measure of the quality of the immune response. Antigen delivery for 21 or 28 days induced a higher level of cross-reactive antibodies against the total HA protein of previous H1N1 influenza virus strains than prime-boost immunization. However, extended antigen delivery elicited HAI antibodies directed against the head domain of only the homologous strain and a drift variant of this strain but not of prepandemic H1N1 strains. These findings can be explained by the large antigenic distance of the HA head regions between the homologous strain and the historic strains used in our study (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). Immunization with WIV did however induce HA-stalk specific antibodies which can neutralize influenza virus by mechanisms other than preventing binding of the virus to its cellular receptor and therefore are not picked up by the HAI assay (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>One possible explanation for the increased level of cross-reactive antibodies observed after prolonged antigen delivery is that follicular dendritic cells (FDCs) capture more intact antigens in the GC after prolonged antigen exposure (<xref ref-type="bibr" rid="B13">13</xref>). This is not the case after bolus immunization when antigens are mostly degraded before they are captured by FDCs (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B33">33</xref>). Sustained presentation of antigen on FDCs might enable the engagement of B cells specific for subdominant epitopes (<xref ref-type="bibr" rid="B13">13</xref>). We indeed detected increased levels of antibodies directed against the conserved HA-stalk in the mice of the 28-days delivery group. Yet, we did not observe an increase in antibodies against other subdominant antigens, such as NA. To improve the induction of NA-specific antibodies, future studies should develop nanoparticles consisting of NA proteins to ensure delivery of intact NA to FDC in germinal centers (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>The current study had some limitations. Firstly, although assessed in previous studies (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B30">30</xref>), we did not investigate whether prolonged antigen availability enhanced the induction of influenza virus-specific memory cells and long-lived plasma cells which are essential for long-term protection against influenza virus infections. Nevertheless, we did measure an increased level of CD138<sup>+</sup> plasmablasts in the lymph node, the precursors of long-lived plasma cells, after prolonged antigen delivery. Therefore, our observations suggest that prolonged antigen delivery can contribute to long-term protection. Thirdly, we used WIV vaccine in our experiments while split and subunit vaccines are commonly used for human vaccination. We do not know whether specific characteristics of the WIV vaccine may explain the differences in the quality of the induced immune response between prolonged delivery and prime-boost immunization. Therefore, future studies should also investigate whether prolonged delivery of other types of vaccines results in similar response enhancement.</p>
<p>In conclusion, our study highlights that prolonged exposure to vaccine is beneficial for the induction of robust and diverse immune responses against influenza viruses. The increased breadth of binding epitopes observed in our study suggests that extended antigen delivery may be a promising strategy for designing more effective influenza vaccines that can provide broader protection against diverse influenza virus strains. Further research is needed to identify the optimal antigen delivery methods and formulations that result in prolonged antigen availability and can elicit long-lasting and protective immunity against influenza virus and to investigate the potential of such vaccines in clinical settings. Overall, our findings contribute to a better understanding of the immune response to influenza vaccination and have important implications for the design and development of future slow-release influenza vaccines.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Central Committee for Animal Experimentation of the Netherlands. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MB and AH: conception and design of the study. MB, SG, KA-J, JV, and FZ: data collection and analysis. FK and RC: technical and material support. MB: first draft of the manuscript and statistical analysis. AH: study supervision. FZ, FK, RC, and AH wrote sections of the manuscript. All authors: interpretation of data and critical revision of manuscript. 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 work was supported by the Samenwerkingsverband Noord-Nederland (SNN; OPSNN0325) cofinanced by the European Union. Reagent development in the Krammer laboratory was funded by the NIAID Centers of Excellence for Influenza Research and Response (CEIRR, contract # 75N93021C00014) and by the NIAID Collaborative Influenza Vaccine Innovation Centers (CIVICs contract # 75N93019C00051).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Daryll Eichhorn of the animal facility of the University of Groningen for his assistance with the animal experiments.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The Icahn School of Medicine at Mount Sinai has filed patent applications relating to influenza virus vaccines and therapeutics that list FK as inventor. FK has consulted for Merck, Seqirus, CureVac and Pfizer in the past, and is currently consulting for Pfizer, 3rd Rock Ventures, GSK and Avimex and he is a co-founder and scientific advisory board member of CastleVax. The Krammer laboratory is also collaborating with Pfizer on animal models for SARS-CoV-2. AH is advisory board member of Intravacc.</p>
<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.2023.1249902/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2023.1249902/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>BCR, B cell receptor; B<sub>GC</sub>, Germinal center B; cIMDM, complete Iscove&#x2019;s Modified Dulbecco&#x2019;s Medium; DZ, Dark zone; EDTA, ethylenediaminetetraacetic acid; ELISA, Enzyme-linked Immunosorbent assay; ELISpot, Enzyme-linked immunosorbent spot; FBS, Fetal bovine serum; FDC, Follicular dendritic cell; GC, Germinal center; DZ, Dark Zone; HA, Hemagglutinin; HAI, Hemagglutination inhibition; HAU, Hemagglutination units; HEPES, 4- (2-hydroxyethyl)-1-piperazineethanesulfonic acid; HIV1, human immunodeficiency virus 1; IFN, Interferon; IL, Interleukin; LZ, Light zone; NA, Neuraminidase; T<sub>FH</sub>, Follicular T helper; WIV, Whole Inactivated Virus.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Krammer</surname> <given-names>F</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>GJD</given-names>
</name>
<name>
<surname>Fouchier</surname> <given-names>RAM</given-names>
</name>
<name>
<surname>Peiris</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kedzierska</surname> <given-names>K</given-names>
</name>
<name>
<surname>Doherty</surname> <given-names>PC</given-names>
</name>
<etal/>
</person-group>. <article-title>Influenza</article-title>. <source>Nat Rev Dis Primers</source> (<year>2018</year>) <volume>4</volume>:<elocation-id>3</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41572-018-0002-y</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tokars</surname> <given-names>JI</given-names>
</name>
<name>
<surname>Olsen</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Reed</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Seasonal incidence of symptomatic influenza in the United States</article-title>. <source>Clin Infect Dis</source> (<year>2018</year>) <volume>66</volume>:<page-range>1511&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/cid/cix1060</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>CDC Seasonal Flu Vaccine Effectiveness Studies | CDC</collab>
</person-group>. Available at: <uri xlink:href="https://www.cdc.gov/flu/vaccines-work/effectiveness-studies.htm">https://www.cdc.gov/flu/vaccines-work/effectiveness-studies.htm</uri> (Accessed <access-date>April 11, 2023</access-date>).</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zimmerman</surname> <given-names>RK</given-names>
</name>
<name>
<surname>Nowalk</surname> <given-names>MP</given-names>
</name>
<name>
<surname>Chung</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jackson</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Jackson</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Petrie</surname> <given-names>JG</given-names>
</name>
<etal/>
</person-group>. <article-title>2014-2015 influenza vaccine effectiveness in the United States by vaccine type</article-title>. <source>Clin Infect Dis</source> (<year>2016</year>) <volume>63</volume>:<page-range>1564&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/cid/ciw635</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>Y-Q</given-names>
</name>
<name>
<surname>Wohlbold</surname> <given-names>TJ</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>N-Y</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Neu</surname> <given-names>KE</given-names>
</name>
<etal/>
</person-group>. <article-title>Influenza infection in humans induces broadly cross-reactive and protective neuraminidase-reactive antibodies</article-title>. <source>Cell</source> (<year>2018</year>) <volume>173</volume>:<fpage>417</fpage>&#x2013;<lpage>429.e10</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2018.03.030</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Krammer</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>The human antibody response to influenza A virus infection and vaccination</article-title>. <source>Nat Rev Immunol</source> (<year>2019</year>) <volume>19</volume>:<page-range>383&#x2013;97</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41577-019-0143-6</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>W-C</given-names>
</name>
<name>
<surname>Sayedahmed</surname> <given-names>EE</given-names>
</name>
<name>
<surname>Sambhara</surname> <given-names>S</given-names>
</name>
<name>
<surname>Mittal</surname> <given-names>SK</given-names>
</name>
</person-group>. <article-title>Progress towards the development of a universal influenza vaccine</article-title>. <source>Viruses</source> (<year>2022</year>) <volume>14</volume>:<elocation-id>1684</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/v14081684</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Valkenburg</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Mallajosyula</surname> <given-names>VVA</given-names>
</name>
<name>
<surname>Li</surname> <given-names>OTW</given-names>
</name>
<name>
<surname>Chin</surname> <given-names>AWH</given-names>
</name>
<name>
<surname>Carnell</surname> <given-names>G</given-names>
</name>
<name>
<surname>Temperton</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Stalking influenza by vaccination with pre-fusion headless HA mini-stem</article-title>. <source>Sci Rep</source> (<year>2016</year>) <volume>6</volume>:<elocation-id>22666</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep22666</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van de Ven</surname> <given-names>K</given-names>
</name>
<name>
<surname>Lanfermeijer</surname> <given-names>J</given-names>
</name>
<name>
<surname>van Dijken</surname> <given-names>H</given-names>
</name>
<name>
<surname>Muramatsu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Vilas Boas de Melo</surname> <given-names>C</given-names>
</name>
<name>
<surname>Lenz</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>A universal influenza mRNA vaccine candidate boosts T cell responses and reduces zoonotic influenza virus disease in ferrets</article-title>. <source>Sci Adv</source> (<year>2022</year>) <volume>8</volume>:<elocation-id>eadc9937</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/sciadv.adc9937</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Irvine</surname> <given-names>DJ</given-names>
</name>
<name>
<surname>Aung</surname> <given-names>A</given-names>
</name>
<name>
<surname>Silva</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Controlling timing and location in vaccines</article-title>. <source>Adv Drug Deliv Rev</source> (<year>2020</year>) <volume>158</volume>:<fpage>91</fpage>&#x2013;<lpage>115</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.addr.2020.06.019</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ou</surname> <given-names>BS</given-names>
</name>
<name>
<surname>Saouaf</surname> <given-names>OM</given-names>
</name>
<name>
<surname>Baillet</surname> <given-names>J</given-names>
</name>
<name>
<surname>Appel</surname> <given-names>EA</given-names>
</name>
</person-group>. <article-title>Sustained delivery approaches to improving adaptive immune responses</article-title>. <source>Adv Drug Deliv Rev</source> (<year>2022</year>) <volume>187</volume>:<elocation-id>114401</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.addr.2022.114401</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jelley-Gibbs</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Dibble</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Haynes</surname> <given-names>L</given-names>
</name>
<name>
<surname>Eaton</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Swain</surname> <given-names>SL</given-names>
</name>
</person-group>. <article-title>Unexpected prolonged presentation of influenza antigens promotes CD4 T cell memory generation</article-title>. <source>J Exp Med</source> (<year>2005</year>) <volume>202</volume>:<fpage>697</fpage>&#x2013;<lpage>706</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20050227</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cirelli</surname> <given-names>KM</given-names>
</name>
<name>
<surname>Carnathan</surname> <given-names>DG</given-names>
</name>
<name>
<surname>Nogal</surname> <given-names>B</given-names>
</name>
<name>
<surname>Martin</surname> <given-names>JT</given-names>
</name>
<name>
<surname>Rodriguez</surname> <given-names>OL</given-names>
</name>
<name>
<surname>Upadhyay</surname> <given-names>AA</given-names>
</name>
<etal/>
</person-group>. <article-title>Slow delivery immunization enhances HIV neutralizing antibody and germinal center responses via modulation of immunodominance</article-title>. <source>Cell</source> (<year>2019</year>) <volume>177</volume>:<fpage>1153</fpage>&#x2013;<lpage>1171.e28</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2019.04.012</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roth</surname> <given-names>GA</given-names>
</name>
<name>
<surname>Saouaf</surname> <given-names>OM</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>AAA</given-names>
</name>
<name>
<surname>Gale</surname> <given-names>EC</given-names>
</name>
<name>
<surname>Hern&#xe1;ndez</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Idoyaga</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Prolonged codelivery of hemagglutinin and a TLR7/8 agonist in a supramolecular polymer&#x2013;nanoparticle hydrogel enhances potency and breadth of influenza vaccination</article-title>. <source>ACS Biomater Sci Eng</source> (<year>2021</year>) <volume>7</volume>:<page-range>1889&#x2013;99</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/acsbiomaterials.0c01496</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stinson</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Boopathy</surname> <given-names>AV</given-names>
</name>
<name>
<surname>Cieslewicz</surname> <given-names>BM</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Hartman</surname> <given-names>NW</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>DP</given-names>
</name>
<etal/>
</person-group>. <article-title>Enhancing influenza vaccine immunogenicity and efficacy through infection mimicry using silk microneedles</article-title>. <source>Vaccine</source> (<year>2021</year>) <volume>39</volume>:<page-range>5410&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.vaccine.2021.07.064</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watkins</surname> <given-names>HC</given-names>
</name>
<name>
<surname>Pagan</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Childs</surname> <given-names>HR</given-names>
</name>
<name>
<surname>Posada</surname> <given-names>S</given-names>
</name>
<name>
<surname>Chau</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rios</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>A single dose and long lasting vaccine against pandemic influenza through the controlled release of a heterospecies tandem M2 sequence embedded within detoxified bacterial outer membrane vesicles</article-title>. <source>Vaccine</source> (<year>2017</year>) <volume>35</volume>:<page-range>5373&#x2013;80</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.vaccine.2017.08.013</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Joyce</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Sella</surname> <given-names>HE</given-names>
</name>
<name>
<surname>Jost</surname> <given-names>H</given-names>
</name>
<name>
<surname>Mistilis</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Esser</surname> <given-names>ES</given-names>
</name>
<name>
<surname>Pradhan</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Extended delivery of vaccines to the skin improves immune responses</article-title>. <source>J Control Release</source> (<year>2019</year>) <volume>304</volume>:<page-range>135&#x2013;45</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jconrel.2019.05.006</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saouaf</surname> <given-names>OM</given-names>
</name>
<name>
<surname>Roth</surname> <given-names>GA</given-names>
</name>
<name>
<surname>Ou</surname> <given-names>BS</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>AAA</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Gale</surname> <given-names>EC</given-names>
</name>
<etal/>
</person-group>. <article-title>Modulation of injectable hydrogel properties for slow co-delivery of influenza subunit vaccine components enhance the potency of humoral immunity</article-title>. <source>J BioMed Mater Res A</source> (<year>2021</year>) <volume>109</volume>:<page-range>2173&#x2013;86</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jbm.a.37203</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Audouy</surname> <given-names>SAL</given-names>
</name>
<name>
<surname>van der Schaaf</surname> <given-names>G</given-names>
</name>
<name>
<surname>Hinrichs</surname> <given-names>WLJ</given-names>
</name>
<name>
<surname>Frijlink</surname> <given-names>HW</given-names>
</name>
<name>
<surname>Wilschut</surname> <given-names>J</given-names>
</name>
<name>
<surname>Huckriede</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Development of a dried influenza whole inactivated virus vaccine for pulmonary immunization</article-title>. <source>Vaccine</source> (<year>2011</year>) <volume>29</volume>:<page-range>4345&#x2013;52</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.vaccine.2011.04.029</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tomar</surname> <given-names>J</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>HP</given-names>
</name>
<name>
<surname>Bracho</surname> <given-names>G</given-names>
</name>
<name>
<surname>Tonnis</surname> <given-names>WF</given-names>
</name>
<name>
<surname>Frijlink</surname> <given-names>HW</given-names>
</name>
<name>
<surname>Petrovsky</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Advax augments B and T cell responses upon influenza vaccination via the respiratory tract and enables complete protection of mice against lethal influenza virus challenge</article-title>. <source>J Control Release</source> (<year>2018</year>) <volume>288</volume>:<fpage>199</fpage>&#x2013;<lpage>211</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jconrel.2018.09.006</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>HP</given-names>
</name>
<name>
<surname>de Vries-Idema</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wilschut</surname> <given-names>J</given-names>
</name>
<name>
<surname>Huckriede</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Enhancement of the immunogenicity and protective efficacy of a mucosal influenza subunit vaccine by the saponin adjuvant GPI-0100</article-title>. <source>PloS One</source> (<year>2012</year>) <volume>7</volume>:<elocation-id>e52135</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0052135</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Margine</surname> <given-names>I</given-names>
</name>
<name>
<surname>Palese</surname> <given-names>P</given-names>
</name>
<name>
<surname>Krammer</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Expression of functional recombinant hemagglutinin and neuraminidase proteins from the novel H7N9 influenza virus using the baculovirus expression system</article-title>. <source>J Vis Exp : JoVE</source> (<year>2013</year>) <volume>8</volume>:<elocation-id>51112</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3791/51112</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pica</surname> <given-names>N</given-names>
</name>
<name>
<surname>Hai</surname> <given-names>R</given-names>
</name>
<name>
<surname>Krammer</surname> <given-names>F</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>TT</given-names>
</name>
<name>
<surname>Maamary</surname> <given-names>J</given-names>
</name>
<name>
<surname>Eggink</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Hemagglutinin stalk antibodies elicited by the 2009 pandemic influenza virus as a mechanism for the extinction of seasonal H1N1 viruses</article-title>. <source>Proc Natl Acad Sci USA</source> (<year>2012</year>) <volume>109</volume>:<page-range>2573&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1200039109</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beukema</surname> <given-names>M</given-names>
</name>
<name>
<surname>Jermendi</surname> <given-names>&#xc9;</given-names>
</name>
<name>
<surname>Oerlemans</surname> <given-names>MMP</given-names>
</name>
<name>
<surname>Logtenberg</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Akkerman</surname> <given-names>R</given-names>
</name>
<name>
<surname>An</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>The level and distribution of methyl-esters influence the impact of pectin on intestinal T cells, microbiota, and Ahr activation</article-title>. <source>Carbohydr Polym</source> (<year>2022</year>) <volume>286</volume>:<elocation-id>119280</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.carbpol.2022.119280</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sicca</surname> <given-names>F</given-names>
</name>
<name>
<surname>Martinuzzi</surname> <given-names>D</given-names>
</name>
<name>
<surname>Montomoli</surname> <given-names>E</given-names>
</name>
<name>
<surname>Huckriede</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Comparison of influenza-specific neutralizing antibody titers determined using different assay readouts and hemagglutination inhibition titers: good correlation but poor agreement</article-title>. <source>Vaccine</source> (<year>2020</year>) <volume>38</volume>:<page-range>2527&#x2013;41</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.vaccine.2020.01.088</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mesin</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ersching</surname> <given-names>J</given-names>
</name>
<name>
<surname>Victora</surname> <given-names>GD</given-names>
</name>
</person-group>. <article-title>Germinal center B cell dynamics</article-title>. <source>Immunity</source> (<year>2016</year>) <volume>45</volume>:<page-range>471&#x2013;82</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.immuni.2016.09.001</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cristillo</surname> <given-names>AD</given-names>
</name>
<name>
<surname>Ferrari</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Hudacik</surname> <given-names>L</given-names>
</name>
<name>
<surname>Lewis</surname> <given-names>B</given-names>
</name>
<name>
<surname>Galmin</surname> <given-names>L</given-names>
</name>
<name>
<surname>Bowen</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Induction of mucosal and systemic antibody and T-cell responses following prime&#x2013;boost immunization with novel adjuvanted human immunodeficiency virus-1-vaccine formulations</article-title>. <source>J Gen Virol</source> (<year>2011</year>) <volume>92</volume>:<page-range>128&#x2013;40</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1099/vir.0.023242-0</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bungener</surname> <given-names>L</given-names>
</name>
<name>
<surname>Geeraedts</surname> <given-names>F</given-names>
</name>
<name>
<surname>ter Veer</surname> <given-names>W</given-names>
</name>
<name>
<surname>Medema</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wilschut</surname> <given-names>J</given-names>
</name>
<name>
<surname>Huckriede</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Alum boosts TH2-type antibody responses to whole-inactivated virus influenza vaccine in mice but does not confer superior protection</article-title>. <source>Vaccine</source> (<year>2008</year>) <volume>26</volume>:<page-range>2350&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.vaccine.2008.02.063</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shaulov</surname> <given-names>A</given-names>
</name>
<name>
<surname>Murali-Krishna</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>CD8 T cell expansion and memory differentiation are facilitated by simultaneous and sustained exposure to antigenic and inflammatory milieu</article-title>. <source>J Immunol</source> (<year>2008</year>) <volume>180</volume>:<page-range>1131&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.180.2.1131</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bachmann</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Beerli</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Agnellini</surname> <given-names>P</given-names>
</name>
<name>
<surname>Wolint</surname> <given-names>P</given-names>
</name>
<name>
<surname>Schwarz</surname> <given-names>K</given-names>
</name>
<name>
<surname>Oxenius</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Long-lived memory CD8+ T&#x2004;cells are programmed by prolonged antigen exposure and low levels of cellular activation</article-title>. <source>Eur J Immunol</source> (<year>2006</year>) <volume>36</volume>:<page-range>842&#x2013;54</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/eji.200535730</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Obst</surname> <given-names>R</given-names>
</name>
<name>
<surname>van Santen</surname> <given-names>H-M</given-names>
</name>
<name>
<surname>Mathis</surname> <given-names>D</given-names>
</name>
<name>
<surname>Benoist</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Antigen persistence is required throughout the expansion phase of a CD4+ T cell response</article-title>. <source>J Exp Med</source> (<year>2005</year>) <volume>201</volume>:<page-range>1555&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20042521</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Storni</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ruedl</surname> <given-names>C</given-names>
</name>
<name>
<surname>Renner</surname> <given-names>WA</given-names>
</name>
<name>
<surname>Bachmann</surname> <given-names>MF</given-names>
</name>
</person-group>. <article-title>Innate immunity together with duration of antigen persistence regulate effector T cell induction</article-title>. <source>J Immunol</source> (<year>2003</year>) <volume>171</volume>:<fpage>795</fpage>&#x2013;<lpage>801</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.171.2.795</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aung</surname> <given-names>A</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>A</given-names>
</name>
<name>
<surname>Maiorino</surname> <given-names>L</given-names>
</name>
<name>
<surname>Amini</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Gregory</surname> <given-names>JR</given-names>
</name>
<name>
<surname>BuKenya</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Low protease activity in B cell follicles promotes retention of intact antigens after immunization</article-title>. <source>Science</source> (<year>2023</year>) <volume>379</volume>:<elocation-id>eabn8934</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.abn8934</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arulraj</surname> <given-names>T</given-names>
</name>
<name>
<surname>Binder</surname> <given-names>SC</given-names>
</name>
<name>
<surname>Meyer-Hermann</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Investigating the mechanism of germinal center shutdown</article-title>. <source>Front Immunol</source> (<year>2022</year>) <volume>13</volume>:<elocation-id>922318</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2022.922318</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Toellner</surname> <given-names>K-M</given-names>
</name>
<name>
<surname>Luther</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Sze</surname> <given-names>DM-Y</given-names>
</name>
<name>
<surname>Choy</surname> <given-names>RK-W</given-names>
</name>
<name>
<surname>Taylor</surname> <given-names>DR</given-names>
</name>
<name>
<surname>MacLennan</surname> <given-names>ICM</given-names>
</name>
<etal/>
</person-group>. <article-title>T helper 1 (Th1) and th2 characteristics start to develop during T cell priming and are associated with an immediate ability to induce immunoglobulin class switching</article-title>. <source>J Exp Med</source> (<year>1998</year>) <volume>187</volume>:<page-range>1193&#x2013;204</page-range>. doi: <pub-id pub-id-type="doi">10.1084/jem.187.8.1193</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Geeraedts</surname> <given-names>F</given-names>
</name>
<name>
<surname>Goutagny</surname> <given-names>N</given-names>
</name>
<name>
<surname>Hornung</surname> <given-names>V</given-names>
</name>
<name>
<surname>Severa</surname> <given-names>M</given-names>
</name>
<name>
<surname>De Haan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pool</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Superior immunogenicity of inactivated whole virus h5n1 influenza vaccine is primarily controlled by toll-like receptor signalling</article-title>. <source>PloS Pathog</source> (<year>2008</year>) <volume>4</volume>:<elocation-id>e1000138</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.ppat.1000138</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cox</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Hovden</surname> <given-names>A-O</given-names>
</name>
<name>
<surname>Bragstad</surname> <given-names>K</given-names>
</name>
<name>
<surname>Haaland</surname> <given-names>IM</given-names>
</name>
<name>
<surname>Haaheim</surname> <given-names>LR</given-names>
</name>
</person-group>. <article-title>Comparison of the humoral immune response to split and whole virus vaccines in mice</article-title>. <source>Int Congress Ser</source> (<year>2004</year>) <volume>1263</volume>:<page-range>632&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ics.2004.02.139</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hovden</surname> <given-names>A-O</given-names>
</name>
<name>
<surname>Cox</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Haaheim</surname> <given-names>LR</given-names>
</name>
</person-group>. <article-title>Whole influenza virus vaccine is more immunogenic than split influenza virus vaccine and induces primarily an IgG2a response in BALB/c mice</article-title>. <source>Scandinavian J Immunol</source> (<year>2005</year>) <volume>62</volume>:<fpage>36</fpage>&#x2013;<lpage>44</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3083.2005.01633.x</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dong</surname> <given-names>W</given-names>
</name>
<name>
<surname>Bhide</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sicca</surname> <given-names>F</given-names>
</name>
<name>
<surname>Meijerhof</surname> <given-names>T</given-names>
</name>
<name>
<surname>Guilfoyle</surname> <given-names>K</given-names>
</name>
<name>
<surname>Engelhardt</surname> <given-names>OG</given-names>
</name>
<etal/>
</person-group>. <article-title>Cross-protective immune responses induced by sequential influenza virus infection and by sequential vaccination with inactivated influenza vaccines</article-title>. <source>Front Immunol</source> (<year>2018</year>) <volume>9</volume>:<elocation-id>2312</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2018.02312</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schiepers</surname> <given-names>A</given-names>
</name>
<name>
<surname>van &#x2018;t Wout</surname> <given-names>MFL</given-names>
</name>
<name>
<surname>Greaney</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Zang</surname> <given-names>T</given-names>
</name>
<name>
<surname>Muramatsu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>PJC</given-names>
</name>
<etal/>
</person-group>. <article-title>Molecular fate-mapping of serum antibody responses to repeat immunization</article-title>. <source>Nature</source> (<year>2023</year>) <volume>615</volume>:<page-range>482&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-023-05715-3</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brandenburg</surname> <given-names>B</given-names>
</name>
<name>
<surname>Koudstaal</surname> <given-names>W</given-names>
</name>
<name>
<surname>Goudsmit</surname> <given-names>J</given-names>
</name>
<name>
<surname>Klaren</surname> <given-names>V</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bujny</surname> <given-names>MV</given-names>
</name>
<etal/>
</person-group>. <article-title>Mechanisms of hemagglutinin targeted influenza virus neutralization</article-title>. <source>PloS One</source> (<year>2013</year>) <volume>8</volume>:<elocation-id>e80034</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0080034</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>DiLillo</surname> <given-names>DJ</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Palese</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ravetch</surname> <given-names>JV</given-names>
</name>
</person-group>. <article-title>Broadly neutralizing hemagglutinin stalk&#x2013;specific antibodies require Fc&#x3b3;R interactions for protection against influenza virus  <italic>in vivo</italic>
</article-title>. <source>Nat Med</source> (<year>2014</year>) <volume>20</volume>:<page-range>143&#x2013;51</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nm.3443</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>