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<article article-type="systematic-review" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title>
<issn pub-type="epub">2296-2360</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fped.2025.1652946</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Efficacy, immunogenicity, and safety of pneumococcal conjugate vaccine in children: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Dai</surname><given-names>Qin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3081918/overview"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/></contrib>
<contrib contrib-type="author"><name><surname>Dong</surname><given-names>Yujie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3081919/overview" /><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/></contrib>
<contrib contrib-type="author"><name><surname>Wu</surname><given-names>Jing</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3214925/overview"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Peng</surname><given-names>Qiyan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/3044795/overview" /><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>School of Nursing and Health Care, Leshan Vocational and Technical College</institution>, <addr-line>Leshan, Sichuan</addr-line>, <country>China</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>School of Medicine, Leshan Vocational and Technical College</institution>, <addr-line>Leshan, Sichuan</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2920249/overview">Mehak Zahoor Khan</ext-link>, Moderna Therapeutics, United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2910112/overview">Muhammed Shabil</ext-link>, Chandigarh University, India </p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3060160/overview">Aamir Khan</ext-link>, Washington University in St. Louis, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Qiyan Peng <email>390257808@qq.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>01</day><month>10</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>13</volume><elocation-id>1652946</elocation-id>
<history>
<date date-type="received"><day>04</day><month>07</month><year>2025</year></date>
<date date-type="accepted"><day>16</day><month>09</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Dai, Dong, Wu and Peng.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Dai, Dong, Wu and Peng</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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>Purpose</title>
<p>Pneumococcal infections are the leading cause of childhood morbidity and mortality, and efforts have been made to search for effective means of prevention and control to reduce their serious threat to children&#x0027;s health. This study intends to investigate the efficacy, immunogenicity, and safety of pneumococcal conjugate vaccine (PCV) in children.</p>
</sec><sec><title>Methods</title>
<p>A search was conducted in PubMed, Web of Science, Cochrane Library, and Embase up to June 19, 2024. Children aged 0&#x2013;2 years were included, and PCV was given in the intervention group and a placebo in the control group. The outcomes were immunogenicity, safety, and adverse events. Meta-analyses were conducted using RevMan and Stata17, and the Cochrane Risk of Bias 2.0 was utilized for quality assessment.</p>
</sec><sec><title>Results</title>
<p>Eleven studies involving 147,274 participants were included. Meta-analyses revealed that compared with placebo, PCV greatly lowered the incidence of pneumonia (RR 0.78, 95&#x0025; CI 0.70, 0.87; <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001). PCV also significantly raised the levels of IgG antibody 6B (GMR 22.16, 95&#x0025; CI 3.73, 131.47; <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001), 9V (GMR 15.18, 95&#x0025; CI 1.48, 155.27; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.02), 14 (GMR 12.50, 95&#x0025; CI 1.76, 88.98; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.01), 18C (GMR 20.20, 95&#x0025; CI 1.47, 276.72; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.04), 19F (GMR 15.43, 95&#x0025; CI 1.14, 209.15; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.04), and 23F (GMR 13.74, 95&#x0025; CI 2.42, 78.01; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.003). However, PCV produced no statistically significant increase in the levels of IgG antibody 1/4/5.</p>
</sec><sec><title>Conclusion</title>
<p>PCV reduces the incidence of pneumonia and improves the levels of IgG antibodies. However, given the lack of data on adverse events in the included studies, we hope that standardized reporting methods for safety outcomes can be adopted in future randomized controlled trials to improve data comparability and utility and provide a more solid basis for evidence-based decision-making.</p>
</sec><sec><title>Systematic Review Registration</title>
<p><ext-link ext-link-type="uri" xlink:href="https://www.crd.york.ac.uk/PROSPERO/view/CRD42024570854">https://www.crd.york.ac.uk/PROSPERO/view/CRD42024570854</ext-link>, PROSPERO CRD42024570854.</p>
</sec>
</abstract>
<kwd-group>
<kwd>pneumococcal conjugate vaccine</kwd>
<kwd>immunogenicity</kwd>
<kwd>pneumonia prevention</kwd>
<kwd>meta-analysis</kwd>
<kwd>pediatric vaccination</kwd>
</kwd-group><counts>
<fig-count count="7"/>
<table-count count="2"/><equation-count count="0"/><ref-count count="48"/><page-count count="13"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Pediatric Infectious Diseases</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Pneumococcal infections represent the leading cause of childhood morbidity and mortality worldwide. According to the World Health Organization (WHO) epidemiological data, pneumococcal disease claims the lives of up to one million children under five years of age annually, with the heaviest burden falling upon developing countries (<xref ref-type="bibr" rid="B1">1</xref>). The clinical spectrum of pneumococcal disease is severe and multifaceted, encompassing otitis media, pneumonia, meningitis, and other invasive diseases (<xref ref-type="bibr" rid="B2">2</xref>). Pneumococcal meningitis is particularly devastating, carrying a mortality rate approaching 50&#x0025;, with survivors frequently experiencing severe neurological deficits (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>The pneumococcal conjugate vaccine (PCV) stands as a critical intervention against this public health challenge, offering long-term protection for children. Its mechanism involves inducing B and T cell immunity to generate effective immune responses and durable immune memory, enabling the immune system to rapidly recognize Streptococcus pneumoniae and mount protective antibody responses (<xref ref-type="bibr" rid="B5">5</xref>). Despite this established immunological foundation, the real-world performance of PCV across diverse pediatric populations remains an area in need of comprehensive synthesis. Notable variations have been found in research: PCV9 demonstrates 83&#x0025; efficacy against invasive pneumococcal disease (IPD) in HIV-uninfected children (<xref ref-type="bibr" rid="B6">6</xref>) but only 31&#x0025; efficacy against pneumonia linked to seven respiratory viruses in hospitalized children (<xref ref-type="bibr" rid="B7">7</xref>). Furthermore, clinical trials have revealed significant serotype-specific differences in the PCV protection, with PCV showing consistent efficacy against serotype 6A but inconsistent efficacy against serotype 19A (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). These discrepancies possibly stem from factors including vaccine valency, geographical variations in circulating serotypes, study design heterogeneity, and sample size limitations.</p>
<p>Given this complex landscape, it is needed to synthesize fragmented evidence on PCV performance. Therefore, this study aims to synthesize total available data on the effect of PCV on children. We will conduct a systematic assessment from three critical dimensions: protective efficacy or effectiveness against IPD, pneumonia, and otitis media; immunogenicity profiles, evaluating the magnitude and durability of immune responses across vaccine serotypes; and comprehensive safety parameters, documenting adverse event profiles. By rigorously evaluating the efficacy, immunogenicity, and safety of PCV, this study seeks to generate robust, consolidated evidence. Our ultimate goal is to provide a stronger, more reliable foundation for evidence-based prevention strategies for pneumococcal disease, thereby contributing to the reduction of the global burden of childhood pneumococcal disease.</p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Methods</title>
<p>This study adhered to the PRISMA statement (<xref ref-type="bibr" rid="B9">9</xref>) (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>), and the study protocol was registered with PROSPERO (CRD42024570854).</p>
<sec id="s2a"><label>2.1</label><title>Search strategy</title>
<p>We searched PubMed, Web of Science, Cochrane Library, and Embase up to June 19, 2024, and only English-language studies were included, using medical subject headings (Child, Infant, Newborn, Adolescent, Vaccine, Pneumococcal Vaccines) plus free terms (<xref ref-type="sec" rid="s12">Supplementary Table S2</xref>). The reference lists of systematic reviews were further searched for potentially missing studies.</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Eligibility criteria</title>
<p>Inclusion criteria: (1) Participant: children aged 0&#x2013;2 years. (2) Intervention: PCV; Comparison: placebo. (3) Outcome: incidence of pneumonia (primary outcome), and immunogenicity and safety (secondary outcomes). (4) Study design: randomized controlled trials (RCTs).</p>
<p>Exclusion criteria: (1) case reports, animal or cell experiments, scientific experiment plans, letters, reviews, editorials, and conference papers; (2) missing data or serious errors; (3) duplicate publications; (4) unavailable full text.</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Study screening and data extraction</title>
<p>The retrieved studies were imported into EndNote, and two reviewers (QD and YJD) independently read the title and abstract first based on the eligibility criteria, and then further examined the full text. Any discrepancy was settled by discussion or consultation with a third reviewer. The following data were independently extracted by two reviewers (QD and JW) using Excel 2016: first author, country, year of publication, sample size, age, sex, disease, vaccine, vaccine type, outcome metrics (pneumonia, IgG antibody 1/4/5/6B/9V/14/18C/19F/23F).</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Quality assessment</title>
<p>We utilized Cochrane Risk of Bias 2.0 (<xref ref-type="bibr" rid="B10">10</xref>) for quality assessment of RCTs from randomization, deviations from intended interventions, measurement of the outcome, missing outcome data, and selection of the reported result. Each domain was assessed as low risk, uncertain, or high risk.</p>
</sec>
<sec id="s2e"><label>2.5</label><title>Statistical analysis</title>
<p>The outcome pneumonia was pooled by risk ratio (RR) with 95&#x0025; CI, and the immunogenicity by geometric mean ratio (GMR) with 95&#x0025; CI as geometric means with 95&#x0025; CI were reported in the original study. We assessed the heterogeneity of included studies by I<sup>2</sup> statistic, and then adopted a random- or fixed-effects model when the heterogeneity was present (I<sup>2</sup>&#x2009;&#x003E;&#x2009;50&#x0025; or <italic>P</italic>&#x2009;&#x003C;&#x2009;0.1) or absent. Leave-one-out sensitivity analyses were conducted (<xref ref-type="bibr" rid="B11">11</xref>). We evaluated publication bias by funnel plot and Egger&#x0027;s test when over 10 studies were included. <italic>P</italic>&#x2009;&#x003C;&#x2009;0.05 was deemed statistical significance. Stata 15.1 was utilized for meta-analyses (<xref ref-type="bibr" rid="B12">12</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<sec id="s3a"><label>3.1</label><title>Search results</title>
<p>We initially retrieved 5,678 studies, of which 1,940 were excluded as duplicates. 1,802 studies were excluded after title and abstract review. Then the full text of the remainder was examined according to the eligibility criteria. Finally, 11 studies (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>) were included (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Flowchart.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1652946-g001.tif"><alt-text content-type="machine-generated">Flowchart of study selection for a systematic review. Identification includes 5,678 records from PubMed, Embase, Web of Science, and Cochrane Library. After removing 1,940 duplicates, 3,738 records were screened. Exclusions comprised 3,656 records for various reasons, such as reviews and non-English literature. Ninety-two reports sought for retrieval; four were not retrieved. Eighty-eight reports assessed for eligibility, with 77 excluded for intervention mismatch, study type, or unmatched ending. Eleven studies were included in the final analysis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3b"><label>3.2</label><title>Study characteristics</title>
<p>All the included studies were published from 1998 to 2023, and involved 147,274 participants aged 0&#x2013;2 years (73,676 in the PCV group and 73,598 in the control group). The participants were from five countries (South Africa, Gambia, the Philippines, China, and Australia) (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Study characteristics.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">First author</th>
<th valign="top" align="center" rowspan="2">Year of publication</th>
<th valign="top" align="center" rowspan="2">Country</th>
<th valign="top" align="center" colspan="2">Sample size</th>
<th valign="top" align="center" colspan="2">Sex (m/f)</th>
<th valign="top" align="center" colspan="2">Age</th>
<th valign="top" align="center" rowspan="2">Vaccine dosage</th>
</tr>
<tr>
<th valign="top" align="center">t</th>
<th valign="top" align="center">c</th>
<th valign="top" align="center">t</th>
<th valign="top" align="center">c</th>
<th valign="top" align="center">t</th>
<th valign="top" align="center">c</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Klugman et al. (<xref ref-type="bibr" rid="B5">5</xref>)</td>
<td valign="top" align="center">2003</td>
<td valign="top" align="left">South Africa</td>
<td valign="top" align="center">19,922</td>
<td valign="top" align="center">19,914</td>
<td valign="top" align="center">10,021/9,901</td>
<td valign="top" align="center">9,937/9,977</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left">Madhi et al. (<xref ref-type="bibr" rid="B6">6</xref>)</td>
<td valign="top" align="center">2004</td>
<td valign="top" align="left">South Africa</td>
<td valign="top" align="center">18,245</td>
<td valign="top" align="center">18,268</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="2">Nunes et al. (<xref ref-type="bibr" rid="B13">13</xref>)</td>
<td valign="top" align="center" rowspan="2">2021</td>
<td valign="top" align="left" rowspan="2">South Africa</td>
<td valign="top" align="center">1,289</td>
<td valign="top" align="center">1,288</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">6, 10, and 14 weeks</td>
<td valign="top" align="center">6, 10, and 14 weeks</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left">18,633</td>
<td valign="top" align="left">18,626</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
<td valign="top" align="center">6, 10, and 14 weeks</td>
<td valign="top" align="center">6, 10, and 14 weeks</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left">Akinsola et al. (<xref ref-type="bibr" rid="B14">14</xref>)</td>
<td valign="top" align="center">2012</td>
<td valign="top" align="left">South Africa</td>
<td valign="top" align="center">138</td>
<td valign="top" align="center">144</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center">38&#x2013;52 months</td>
<td valign="top" align="center">38&#x2013;52 months</td>
<td valign="top" align="center">2&#x2009;&#x002B;&#x2009;1</td>
</tr>
<tr>
<td valign="top" align="left">Saaka et al. (<xref ref-type="bibr" rid="B15">15</xref>)</td>
<td valign="top" align="center">2008</td>
<td valign="top" align="left">Gambia</td>
<td valign="top" align="center">103</td>
<td valign="top" align="center">93</td>
<td valign="top" align="center">No sex difference</td>
<td valign="top" align="center"/>
<td valign="top" align="center">24 or 18 weeks</td>
<td valign="top" align="center">24 weeks or 18 weeks</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left">Mbelle et al. (<xref ref-type="bibr" rid="B16">16</xref>)</td>
<td valign="top" align="center">1999</td>
<td valign="top" align="left">South Africa</td>
<td valign="top" align="center">242</td>
<td valign="top" align="center">239</td>
<td valign="top" align="center">No sex difference</td>
<td valign="top" align="center"/>
<td valign="top" align="center">45, 76, and 96 days (age was not statistically significant)</td>
<td valign="top" align="center">45, 76, and 96 days</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left">Huebner et al. (<xref ref-type="bibr" rid="B17">17</xref>)</td>
<td valign="top" align="center">2002</td>
<td valign="top" align="left">South Africa</td>
<td valign="top" align="center">250</td>
<td valign="top" align="center">250</td>
<td valign="top" align="center">No sex difference</td>
<td valign="top" align="center"/>
<td valign="top" align="center">6, 10, and 14 weeks</td>
<td valign="top" align="center">6, 10, and 14 weeks</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left">Soininen et al. (<xref ref-type="bibr" rid="B18">18</xref>)</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="left">Philippines</td>
<td valign="top" align="center">555</td>
<td valign="top" align="center">556</td>
<td valign="top" align="center">243/236</td>
<td valign="top" align="center">2,476/244</td>
<td valign="top" align="center">Dose 1: 6 weeks<break/>Dose 2: 10 weeks<break/>Dose 3: 14 weeks</td>
<td valign="top" align="center">Dose 1: 6 weeks<break/>Dose 2: 10 weeks<break/>Dose 3: 14 weeks</td>
<td valign="top" align="center">2&#x2009;&#x002B;&#x2009;1</td>
</tr>
<tr>
<td valign="top" align="left">Cutts et al. (<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="center">2005</td>
<td valign="top" align="left">Gambia</td>
<td valign="top" align="center">8,189</td>
<td valign="top" align="center">8,151</td>
<td valign="top" align="center">4,100/4,089</td>
<td valign="top" align="center">4,074/4,077</td>
<td valign="top" align="center">Dose 1: 75 (59&#x2013;108) days<break/>Dose 2: 122 (97&#x2013;166) days<break/>Dose 3: 169 (136&#x2013;225) days</td>
<td valign="top" align="center">Dose 1: 75 (59&#x2013;108) days<break/>Dose 2: 122 (97&#x2013;166) days<break/>Dose 3: 169 (136&#x2013;225) days</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
<tr>
<td valign="top" align="left">Lucero et al. (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="left">Philippines</td>
<td valign="top" align="center">6,013</td>
<td valign="top" align="center">6,018</td>
<td valign="top" align="center">No sex difference</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Dose 1: 1.8 months<break/>Dose 2: 2.9 months<break/>Dose 3: 3.9 months</td>
<td valign="top" align="center">Dose 1: 1.8 months<break/>Dose 2: 2.9 months<break/>Dose 3: 3.9 months</td>
<td valign="top" align="center">2&#x2009;&#x002B;&#x2009;1</td>
</tr>
<tr>
<td valign="top" align="left">Mackenzie et al. (<xref ref-type="bibr" rid="B2">2</xref>)</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="left">Australia</td>
<td valign="top" align="center">97</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">45/52</td>
<td valign="top" align="center">30/21</td>
<td valign="top" align="center">10.9 (1&#x2013;22)</td>
<td valign="top" align="center">9.5 (3&#x2013;17)</td>
<td valign="top" align="center">3&#x2009;&#x002B;&#x2009;0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3c"><label>3.3</label><title>Quality assessment</title>
<p>For randomization, the study by Nunes et al. mentioned allocation concealment, but the specific methods were unclear, so it was assessed as a clear risk of bias in the randomization process; the studies by Klugman et al. (<xref ref-type="bibr" rid="B5">5</xref>) and Madhi et al. (<xref ref-type="bibr" rid="B6">6</xref>) adopted allocation concealment, but nursing personnel were aware of the grouping details, so a potential risk of bias was present. For deviations from intended interventions, patients infected with HIV underwent other treatments, resulting in a high risk of bias in the study by Nunes et al. (<xref ref-type="bibr" rid="B13">13</xref>). For missing outcome data, none of the studies mentioned any missing data, so the risk of bias was low. For measurement of the outcome, in the studies by Nunes et al. (<xref ref-type="bibr" rid="B13">13</xref>), Lucero et al. (<xref ref-type="bibr" rid="B20">20</xref>), Klugman et al. (<xref ref-type="bibr" rid="B5">5</xref>), and Madhi et al. (<xref ref-type="bibr" rid="B6">6</xref>), measurement personnel were aware of the interventions received by participants, which, however, did not influence the measurement of outcomes, so potential measurement bias still existed (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B20">20</xref>). For selection of the reported result, one study by Madhi et al. (<xref ref-type="bibr" rid="B6">6</xref>) reported only the treatment efficacy on pneumonia and did not mention other side effects, so selection bias may be present. To sum up, the overall bias of all the included studies was low (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>). The aforementioned issues still require careful consideration. It is recommended that standardized reporting methods for safety outcomes be adopted in future RCTs to improve data comparability and support evidence-based decision-making.</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Quality assessment.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1652946-g002.tif"><alt-text content-type="machine-generated">Bar graph showing various biases and their associated risk levels as percentages, titled \"As percentage (intention-to-treat).\" Categories include overall bias, selection of the reported result, measurement of the outcome, missing outcome data, deviations from intended interventions, and randomization process. Each bar is color-coded: green for low risk, yellow for some concerns, and red for high risk.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3d"><label>3.4</label><title>Meta-analysis results</title>
<sec id="s3d1"><label>3.4.1</label><title>Pneumonia</title>
<p>Pneumonia was reported in five studies involving 141,979 patients. We adopted a random-effects model (I<sup>2</sup>&#x2009;&#x003D;&#x2009;71&#x0025;, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.008). The pooled results revealed that the incidence of pneumonia was far lower in the PCV group (RR 0.78, 95&#x0025; CI 0.70&#x2013;0.87, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001) (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). Due to significant heterogeneity, subgroup analyses were conducted. The results of subgroup analyses by region showed that PCV significantly reduced the incidence of pneumonia in Africa (RR 0.77, 95&#x0025; CI 0.68, 0.87, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001), while the effect of PCV on pneumonia incidence had no significant difference from placebo in Asia (RR 0.84, 95&#x0025; CI 0.66, 1.08, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.17) (<xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>). The results of subgroup analyses by vaccine type showed that PCV9 significantly reduced the incidence of pneumonia (RR 0.77, 95&#x0025; CI 0.68, 0.87, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001), while the effect of PCV11 on pneumonia incidence had no significant difference from placebo (RR 0.84, 95&#x0025; CI 0.66, 1.08, <italic>P</italic>&#x2009;&#x003D;&#x2009;0.17) (<xref ref-type="fig" rid="F5">Figure&#x00A0;5</xref>). However, the results should be interpreted with caution since only one study from Asia was included.</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Forest plot for pneumonia.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1652946-g003.tif"><alt-text content-type="machine-generated">Forest plot depicting risk ratios for five studies comparing experimental and control groups. Studies include Klugman, Madhi, Cutts, Lucero, and Nunes, spanning 2003 to 2021. Each study's risk ratio, confidence interval, weight, and other data are shown. The combined risk ratio is 0.78 with a 95% confidence interval of 0.70 to 0.87, favoring the experimental group. Heterogeneity is indicated by Tau-squared of 0.01, Chi-squared of 13.89, and an I-squared of 71%. The Z-test for overall effect is 4.48, indicating statistical significance.</alt-text>
</graphic>
</fig>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>Subgroup analysis on pneumonia (region).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1652946-g004.tif"><alt-text content-type="machine-generated">Forest plot showing the risk ratio of experimental vs. control groups across studies in Africa and Asia. Subtotals and overall effect sizes are provided with confidence intervals. The diamond shapes represent pooled risk ratios, with blue squares indicating individual studies. Heterogeneity statistics and weight percentages are noted for each study.</alt-text>
</graphic>
</fig>
<fig id="F5" position="float"><label>Figure 5</label>
<caption><p>Subgroup analysis on pneumonia (vaccine type).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1652946-g005.tif"><alt-text content-type="machine-generated">Forest plot displaying risk ratios from different studies comparing experimental and control groups. Studies listed include Cutts et al. 2005, Klugman et al. 2003, Madhi et al. 2004, and Nunes et al. 2021 under pcv9, and Lucero et al. 2009 under pcv11. The plot shows individual and combined risk ratios with confidence intervals. Subtotals and totals are presented with heterogeneity statistics and Z tests for overall effects. The graph includes a horizontal line indicating risk ratio values favoring either the experimental or control groups.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3d2"><label>3.4.2</label><title>Immunogenicity</title>
<sec id="s3d2a"><label>3.4.2.1</label><title>IgG antibody 1</title>
<p>IgG antibody 1 was described in three studies involving 1,436 patients. We adopted a random-effects model (I<sup>2</sup>&#x2009;&#x003D;&#x2009;99&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). We found that the PCV group had a higher level of IgG antibody 1, without a statistically significant difference (GMR 14.63, 95&#x0025; CI 0.52, 408.78; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.11) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
<fig id="F6" position="float"><label>Figure 6</label>
<caption><p>Forest plot for serum antibodies.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1652946-g006.tif"><alt-text content-type="machine-generated">Forest plot illustrating a meta-analysis of geometric mean ratios for different IgG antibody subgroups. Each study is represented by a red square, indicating the effect size, with horizontal lines showing confidence intervals. Diamonds represent pooled estimates. Subgroups are detailed, with significant heterogeneity noted across groups. The x-axis ranges from 0.01 to 1000, indicating favorability toward experimental or control groups.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3d2b"><label>3.4.2.2</label><title>IgG antibody 4</title>
<p>IgG antibody 4 was described in three studies involving 1,433 patients. We adopted a random-effects model (I<sup>2</sup>&#x2009;&#x003D;&#x2009;99&#x0025;). We found that the level of IgG antibody 4 was significantly elevated in the PCV group, without a statistically significant difference (GMR 26.31, 95&#x0025; CI 0.80, 868.05; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.07) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
<sec id="s3d2c"><label>3.4.2.3</label><title>IgG antibody 5</title>
<p>IgG antibody 5 was described in three studies involving 1,431 patients. We adopted a random-effects model (I<sup>2</sup>&#x2009;&#x003D;&#x2009;100&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). We found that the level of IgG antibody 5 was significantly elevated in the PCV group, with no statistically significant difference (GMR 13, 95&#x0025; CI 0.49, 343.04; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.12) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
<sec id="s3d2d"><label>3.4.2.4</label><title>IgG antibody 6B</title>
<p>Three studies with 1,445 patients reported IgG antibody 6B. A random-effects model was utilized (I<sup>2</sup>&#x2009;&#x003D;&#x2009;97&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). We observed that the PCV group had a significantly elevated level of IgG antibody 6B (GMR 22.16, 95&#x0025; CI 3.73, 131.47; <italic>P</italic>&#x2009;&#x003C;&#x2009;0.001) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
<sec id="s3d2e"><label>3.4.2.5</label><title>IgG antibody 9V</title>
<p>Three studies with 1,425 patients reported IgG antibody 9V. A random-effects model was utilized (I<sup>2</sup>&#x2009;&#x003D;&#x2009;99&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). We observed that the PCV group had a significantly elevated level of IgG antibody 9V (GMR 15.18, 95&#x0025; CI 1.48, 155.27; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.02) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
<sec id="s3d2f"><label>3.4.2.6</label><title>IgG antibody 14</title>
<p>Three studies with 1,421 patients reported IgG antibody 14. A random-effects model was utilized (I<sup>2</sup>&#x2009;&#x003D;&#x2009;98&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). We observed that the PCV group had a significantly elevated level of IgG antibody 14 (GMR 12.50, 95&#x0025; CI 1.76, 88.98; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.01) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
<sec id="s3d2g"><label>3.4.2.7</label><title>Igg antibody 18C</title>
<p>Three studies with 1,431 patients reported IgG antibody 18C. A random-effects model was utilized (I<sup>2</sup>&#x2009;&#x003D;&#x2009;91&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). The results showed a significantly elevated level of IgG antibody 18C in the PCV group (GMR 20.20, 95&#x0025; CI 1.47, 276.72; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.01) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
<sec id="s3d2h"><label>3.4.2.8</label><title>IgG antibody 19F</title>
<p>IgG antibody 19F was described in three studies with 1,436 patients. We adopted a random-effects model (I<sup>2</sup>&#x2009;&#x003D;&#x2009;98&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). The results showed a significantly elevated level of IgG antibody 19F in the PCV group (GMR 15.43, 95&#x0025; CI 1.14, 209.15; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.04) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
<sec id="s3d2i"><label>3.4.2.9</label><title>IgG antibody 23F</title>
<p>IgG antibody 23F was described in three studies with 1,438 patients. We adopted a random-effects model (I<sup>2</sup>&#x2009;&#x003D;&#x2009;95&#x0025;, <italic>P</italic>&#x2009;&#x003C;&#x2009;0.00001). The pooled results showed a significantly elevated level of IgG antibody 23F in the PCV group (GMR 13.74, 95&#x0025; CI 2.42, 78.01; <italic>P</italic>&#x2009;&#x003D;&#x2009;0.003) (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s3e"><label>3.5</label><title>Safety</title>
<p>Eleven studies were included, most of which did not explicitly clarify the side effects and adverse reactions of PCV. Only one study (Nontombi Mbelle) described that mortality, local reactions, and systemic side effects had no statistically significant differences in the PCV and control groups except that the control group had poor food intake at the time of immunization (4&#x0025; vs. 1.2&#x0025;) (<xref ref-type="bibr" rid="B16">16</xref>); 14&#x2005;h after immunization, two placebo-treated children and one vaccinated child reported transient urticaria (<italic>P</italic>&#x2009;&#x003D;&#x2009;0.05) (<xref ref-type="bibr" rid="B16">16</xref>). Keith P. Klugman mentioned an increased incidence of asthma following immunization with PCV (2.96 per 1,000 children vs. 1.66 in controls), which was seen in the case of a decline in the risk of radiologically-confirmed pneumonia in vaccinated children (17.9 per 1,000 children vs. 21.5 in controls). It can be seen that the risk of asthma in PCV recipients remains to be further determined. The safety analysis involved over 1,000 comparisons, and significant differences at the 5&#x0025; level were generated by hypothesis but might be due to chance (<xref ref-type="bibr" rid="B5">5</xref>). F T Cutts clearly described the good safety profile of PCV, contrary to the findings in South Africa that the risk of asthma rises in PCV recipients (<xref ref-type="bibr" rid="B19">19</xref>). To sum up, the safety of PCV was verified (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>The incidence of adverse events.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Study</th>
<th valign="top" align="center">Incidence of asthma</th>
<th valign="top" align="center">Mortality</th>
<th valign="top" align="center">Urticaria</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Mbelle et al. (<xref ref-type="bibr" rid="B16">16</xref>)</td>
<td valign="top" align="center"/>
<td valign="top" align="left">Unclear</td>
<td valign="top" align="center">1/242 (0.4&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Klugman et al. (<xref ref-type="bibr" rid="B5">5</xref>)</td>
<td valign="top" align="center">2.96/1,000 (0.3&#x0025;)</td>
<td valign="top" align="left"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3f"><label>3.6</label><title>Sensitivity analysis and publication bias</title>
<p>We performed leave-one-out sensitivity analyses, and the results stayed robust (<xref ref-type="fig" rid="F7">Figure&#x00A0;7</xref>). No publication bias was assessed since fewer than 10 studies were included.</p>
<fig id="F7" position="float"><label>Figure 7</label>
<caption><p>Sensitivity analysis.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1652946-g007.tif"><alt-text content-type="machine-generated">Meta-analysis forest plot shows confidence intervals for studies by Madhi et al. (2004), Cutts et al. (2005), Lucero et al. (2008), Klugman et al. (2003), and Nunss et al. (2021). Plotted estimates range from 0.64 to 0.90.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>Pneumococcal infections are the leading cause of childhood morbidity and mortality, especially in developing countries (<xref ref-type="bibr" rid="B21">21</xref>). PCV, as an important component of the global childhood immunization program, has been widely recognized for its efficacy in preventing IPD in children. This study synthesized the available clinical data in 11 studies to fully assess the efficacy, safety, and immunogenicity of PCV in children. The results showed that PCV displayed significant protective effects against serotype-specific pneumonia, with good safety and immunogenicity profiles. By comparing the immune responses including antibody levels and persistence of PCV, the performance of PCV in practical use was further revealed. These findings are important for understanding the long-term protection of vaccines, optimizing vaccination strategies, and developing future vaccination policies. We expect that this study will offer a scientific basis for public health decision-makers and clinical practice, and more comprehensive protection for children.</p>
<p>This study verified that PCV significantly lowered the risk of pneumococcal disease in children, consistent with the findings of Ricketson et al. (<xref ref-type="bibr" rid="B22">22</xref>). PCV can induce T lymphocyte-dependent immune responses to trigger the immune memory and antibody response, which can induce the production of antibodies against pneumococcus and enhance immune defenses against pneumococcus (<xref ref-type="bibr" rid="B23">23</xref>). Bruce et al. (<xref ref-type="bibr" rid="B24">24</xref>) also found the good safety and immunogenicity of 7-valent PCV (PCV7) in children, which lays an important basis for future development and application of vaccines. PCV achieves direct protection of vaccinated children and herd immunity by decreasing the number of virus carriers and the spread in the community (<xref ref-type="bibr" rid="B25">25</xref>), suggesting that even unvaccinated children can indirectly benefit from herd immunity, thereby reducing the overall incidence of pneumococcal disease. After being introduced into the immunization program globally, PCV13 has been proven effective in preventing pneumococcal diseases including IPD and hospitalization for all-cause pneumonia in both adults and infants (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). As the valence number increases, PCV (PCV7 to PCV13) covers a wider range of pneumococcal serotypes, achieving more comprehensive protection. In this way, illness due to non-vaccine serotypes of pneumococcus can be reduced, lowering the overall incidence of pneumonia in children. A systematic review of surveillance data from different countries revealed a rapid and substantial decline in IPD in all regions after PCV was introduced (<xref ref-type="bibr" rid="B28">28</xref>). In addition, PCV has yielded a great decrease in pneumococcal nasopharyngeal carriage of vaccine serotypes in children, directly affecting pneumococcal transmission and infection (<xref ref-type="bibr" rid="B29">29</xref>). By reducing pneumococcal carriage, the vaccine restrains the community spread of disease, further reducing the incidence of pneumonia. Finally, both morbidity and mortality of IPD are greatly reduced by PCV, particularly in children aged below 5 years (<xref ref-type="bibr" rid="B30">30</xref>), which reduces not only pneumonia due to pneumococcus but also other serious IPDs (e.g., meningitis and sepsis).</p>
<p>The morbidity and mortality of pneumococcal disease in children have become a major health concern globally. However, available data demonstrate that the children&#x0027;s disease burden and vaccine effectiveness greatly vary across regions and age groups. These discrepancies may be attributed to vaccination coverage, disease surveillance capacity, serotype distribution, and individual physiologic and immune status.</p>
<p>The effectiveness of vaccines in controlling pneumococcal disease varies across regions due to different vaccination coverage. For example, although the PCV13 vaccination coverage has increased in 2017&#x2013;2021 in China, a significant difference is present between economically developed and less developed regions (<xref ref-type="bibr" rid="B31">31</xref>), indicating that unequal distribution of vaccines may undermine the effectiveness of herd immunity nationwide. In addition, low vaccination coverage in less developed countries contributes to the high burden of pneumococcal disease, whereas high-income countries have significantly reduced the disease burden by high-coverage vaccination strategies (<xref ref-type="bibr" rid="B32">32</xref>). The differences in prevalent serotypes across regions are also a key influencing factor for vaccine efficacy. PCV13 covers over 20 serotypes, but specific serotypes are not included in the vaccine program in some regions, weakening its protective effect (<xref ref-type="bibr" rid="B33">33</xref>). For example, the protective efficacy of PCV13 is restricted in sub-Saharan Africa with a high prevalence of serotypes 1 and 5, and PCV20 may be more suitable for this region (<xref ref-type="bibr" rid="B34">34</xref>). Besides, discrepancies in disease surveillance capacity also affect the assessment of vaccine efficacy, i.e., high-income countries often possess better surveillance systems, whereas inadequate surveillance in resource-limited regions may result in underestimation of vaccine efficacy or underreporting of morbidity (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>The role of age in vaccine efficacy should not be neglected. The immune system of infants and young children is not yet fully developed, so the post-vaccination level of antibody response may be lower than in older children. According to a large-scale clinical trial, the antibody levels in children aged below two years significantly increase after PCV13 vaccination, but its persistence is shorter than in children aged above two years (<xref ref-type="bibr" rid="B36">36</xref>), which may be related to the less developed humoral immune function of infants and children. Besides, multiple doses and booster immunizations may be required for weaker immunogenic groups (e.g., preterm infants) to enhance protection (<xref ref-type="bibr" rid="B37">37</xref>). The optimal vaccination schedule for different age groups also varies by country and region. Many high-income countries adopt a &#x201C;2&#x2009;&#x002B;&#x2009;1&#x201D; model (2 basic doses&#x002B;1 booster), while a &#x201C;3&#x2009;&#x002B;&#x2009;0&#x201D; model is adopted in some low-income countries (3 basic doses, no booster) (<xref ref-type="bibr" rid="B38">38</xref>). Studies have documented the protective efficacy of the &#x201C;2&#x2009;&#x002B;&#x2009;1&#x201D; model in children &#x003E;2 years old and the &#x201C;3&#x2009;&#x002B;&#x2009;0&#x201D; model in infants and young children, the latter of which may require subsequent boosters to prolong the protective effect (<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>Underlying health status is also an important influencing factor for vaccine efficacy. Beyond efficacy and safety, PCV demonstrates significant cost-effectiveness in low-resource settings where the burden of pneumococcal disease is highest. Studies from sub-Saharan Africa and South Asia estimate that PCV introduction reduces healthcare costs by 20&#x0025;&#x2013;40&#x0025; through decreased hospitalizations for pneumonia and meningitis (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B30">30</xref>). For example, in Gambia, immunization with PCV9 averted treatment costs of approximately &#x0024;2.8 million annually (<xref ref-type="bibr" rid="B19">19</xref>). The herd immunity effects of PCV further amplify cost savings by reducing transmission to unvaccinated populations. Despite higher upfront costs, PCV programs in low- and middle-income countries (LMICs) yield a favorable cost-per-DALY averted, often falling below WHO-recommended thresholds for cost-effective interventions.</p>
<p>Immunocompromised children or those with underlying diseases have a weaker immune response to vaccines and thus may require additional immunization. Studies have revealed that the antibody levels in immunodeficient children immunized with standard doses of PCV are still lower than in healthy ones, suggesting that the former may require higher doses or booster immunizations (<xref ref-type="bibr" rid="B40">40</xref>). In addition, PCV is usually more effective in healthy children because antibody responses can be produced more efficiently in these children (<xref ref-type="bibr" rid="B41">41</xref>). Natural immunity may have been established in children with a history of pneumococcal exposure, which has an impact on the vaccine efficacy. Research suggests that antibody levels increase slightly after PCV immunization in previously infected individuals, suggesting that natural immunity may interfere with the immune response triggered by vaccines (<xref ref-type="bibr" rid="B42">42</xref>). In addition, a combination of PCV with other vaccines (e.g., DPT) may also affect immunogenicity. To sum up, it is necessary to take into account all these factors in the vaccination strategy (<xref ref-type="bibr" rid="B43">43</xref>).</p>
<p>PCV exhibits significant effects in increasing the levels of IgG antibodies of specific serotypes. As can be seen from the forest plot, PCV significantly increased the levels of IgG antibody 6B/9V/14/18C/19F/23F, indicating that PCV elicits effective immune responses against these serotypes. The post-vaccination increase in IgG antibody 6B may be related to the type 6B capsular polysaccharide contained in PCV, which generates stronger antibody responses (Chen and Janssens et al.) (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). Moreover, the increase in IgG antibody 9V/14/18C/19F/23F was also significant, indicating effective immune responses of PCV to these serotypes. Overall, despite high heterogeneity, our findings align with recent advancements in pneumococcal vaccine research; in particular, the immunogenicity patterns observed by Leuridan et al. in European cohorts corroborated the robust IgG responses to serotypes 6B/23F (GMR &#x003E;20) observed in this study and also supported our findings regarding diminished responses in high-risk populations like preterm infants. An emerging study by Zhang et al. suggested nanoparticle-based PCV formulations may address the IgG response variability we documented, particularly for problematic serotypes like 3/19A. When comparing efficacy across settings, pneumonia reduction (78&#x0025;) observed in LMICs parallels IPD reduction (79&#x0025;) reported in high-income countries (<xref ref-type="bibr" rid="B22">22</xref>), demonstrating consistent clinical protection despite regional variations in serotype-specific efficacy. Furthermore, our conclusions on PCV safety are supported by both the WHO Global Advisory Committee (2023) reports on low systemic reaction rates and ongoing PCV20 trials (NCT05624398) showing similar reactogenicity profiles, reinforcing the favorable risk-benefit ratio of PCV across formulations and populations. Studies demonstrated the positive effect of PCV.</p>
<p>The heterogeneity in IgG responses across serotypes may be attributed to differences in the immunogenicity of capsular polysaccharides, vaccine formulation, and carrier protein effects. For example, serotypes 6B and 23F, which elicit robust IgG elevations, are known to form stable conjugates with CRM&#x2081;&#x2089;&#x2087; carrier proteins, enhancing T cell-dependent immunity (<xref ref-type="bibr" rid="B44">44</xref>). In contrast, serotypes 1 and 5 may exhibit weaker immunogenicity due to structural properties or suboptimal conjugation (<xref ref-type="bibr" rid="B46">46</xref>). Additionally, the absence of serotype 1 in PCV7 formulations can explain its lower antibody levels observed in some cohorts (<xref ref-type="bibr" rid="B45">45</xref>). Host factors, such as age-related immune maturation, may further modulate these responses (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>The choice of carrier protein (e.g., CRM&#x2081;&#x2089;&#x2087; vs. tetanus toxoid/TT) may critically influence IgG magnitude and persistence. CRM&#x2081;&#x2089;&#x2087;, a non-toxic mutant of diphtheria toxin, enhances T cell-dependent responses via MHC class II presentation, particularly for polysaccharides like 6B and 23F (<xref ref-type="bibr" rid="B44">44</xref>). In contrast, TT-conjugated vaccines (e.g., some PCV10 formulations) may exhibit broader T-cell activation due to pre-existing immunity from tetanus vaccination (<xref ref-type="bibr" rid="B43">43</xref>). Notably, the larger molecular size of TT can improve antigen uptake by dendritic cells, potentially explaining higher IgG titers for certain serotypes (e.g., 14, 19F) in TT-based vaccines (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>Emerging evidence suggests that carrier proteins may indirectly affect pneumococcal biofilm disruption. For example, TT-induced antibodies can bind to biofilm matrices, enhancing opsonophagocytosis (<xref ref-type="bibr" rid="B25">25</xref>). However, this remains underexplored in PCV trials and warrants future study.</p>
<p>However, PCV produced no statistically significant increase in the levels of IgG antibody 1/4/5, which may be attributed to the difference in vaccine formulations. PCV formulation may include different serotypes, which affect the immune response of the vaccine against pneumococcus of specific serotypes. If one serotype is not covered in the vaccine formulation, the immune response against this serotype may be weaker. Moreover, the immunogenicity of pneumococcal capsular polysaccharides may vary across serotypes, and capsular polysaccharides of some serotypes may be more easily recognized and responded to by the immune system (<xref ref-type="bibr" rid="B46">46</xref>). In addition, individual immune status, genetic background, and health conditions may influence the immune response of vaccines. For example, age at vaccination and timing may also affect the immune response, as the children&#x0027;s immune system develops differently at different ages. The dose and regimen of vaccination may also result in different immune effects (<xref ref-type="bibr" rid="B47">47</xref>).</p>
<p>In summary, PCV should be widely used in the global childhood immunization program, and monitoring and assessment of the vaccine efficacy is important, especially in regions with a high disease burden. We can guarantee by sustained research and evaluation that PCV provides optimal protection for all children and reduces the global burden of pneumococcal disease. In terms of safety, PCV is well tolerated and produces mild to moderate adverse reactions that are self-limiting (<xref ref-type="bibr" rid="B48">48</xref>). These findings are consistent with data from clinical trials and post-marketing vaccine surveillance, further demonstrating the safety of PCV in routine vaccination.</p>
<p>This study agrees with the WHO guidelines on the widespread use of PCV which has demonstrated significant efficacy in reducing the incidence and mortality of pneumococcal diseases in children, providing evidence for clinical popularization. The variability in serotype-specific IgG antibody levels should be closely monitored, and dynamic monitoring should be strengthened to help adjust vaccination strategies. From a policy perspective, PCV demonstrates significant cost-effectiveness, justifying investment in LMICs. Therefore, increased investment, optimized allocation, and improved coverage are needed to reduce the global disease burden.</p>
</sec>
<sec id="s5"><label>5</label><title>Limitation</title>
<p>Despite the strict inclusion criteria and the application of a random-effects model to minimize the impact of heterogeneity due to differences in study design, geographical location, and participant characteristics, this study still has the following obvious limitations: First, the follow-up period of the included studies was generally short, which prevented the assessment of the long-term immunogenicity and delayed adverse events of the vaccine. This issue needs to be addressed as a priority in future research. Second, the current evidence is only derived from five countries, which restricts the generalizability of the study conclusions (especially their applicability to high-income countries). It is necessary to expand the geographical coverage to enhance the universality. To overcome these limitations, subsequent studies should prioritize long-term effect monitoring and incorporate data from a broader range of countries and regions to enhance the robustness and global applicability of the evidence base.</p>
</sec>
<sec id="s6" sec-type="conclusions"><label>6</label><title>Conclusion</title>
<p>While PCV possesses a significant protective effect against vaccine-covered serotypes, our findings highlight the need to optimize vaccination strategies. Future research should prioritize long-term monitoring of non-vaccine serotypes (e.g., 3, 19A) to evaluate serotype replacement status, and immunogenicity testing of next-generation vaccines (e.g., PCV15, PCV20) against these emerging strains. The research results will be crucial for updating global vaccination policies. In addition, given the lack of data on adverse events in the included studies, we hope that standardized reporting methods for safety outcomes can be adopted in future RCTs.</p>
<p>PCV possesses a significant protective effect against IPD caused by vaccine-covered serotypes. In the future, the long-term immunogenicity of new-generation PCV, its protective effect against extended serotypes, and its impact on the epidemiologic trend of antimicrobial resistance should be further explored.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s12">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>QD: Resources, Conceptualization, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Methodology, Investigation, Formal analysis. YD: Writing &#x2013; review &#x0026; editing, Investigation, Methodology, Formal analysis. JW: Writing &#x2013; review &#x0026; editing, Conceptualization, Investigation, Resources, Formal analysis. QP: Writing &#x2013; review &#x0026; editing, Supervision.</p>
</sec>
<sec id="s9" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s13" sec-type="disclaimer"><title>Publisher&#x0027;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="s12" 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/fped.2025.1652946/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2025.1652946/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material id="SD1" content-type="local-data">
<media mimetype="application" mime-subtype="vnd.openxmlformats-officedocument.wordprocessingml.document" xlink:href="Table1.docx"/></supplementary-material>
<supplementary-material id="SD2" content-type="local-data">
<media mimetype="application" mime-subtype="vnd.openxmlformats-officedocument.wordprocessingml.document" xlink:href="Table2.docx"/></supplementary-material>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr" id="ab001"><p>PCV, pneumococcal conjugate vaccine; GMR, geometric mean ratio; CI, confidence interval; WHO, World Health Organization; HIV, human immunodeficiency virus; RR, risk ratio; IPD, invasive pneumococcal disease; DPT, diphtheria, pertussis, tetanus.</p></fn>
</fn-group>
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