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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id><journal-title-group>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title></journal-title-group>
<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.2025.1649610</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The impact of red blood cell storage duration on clinical outcomes in pediatric cardiac surgery: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Jin</surname><given-names>Xing</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/3293110/overview"/><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
<contrib contrib-type="author"><name><surname>Zhang</surname><given-names>Qingyu</given-names></name>
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<contrib contrib-type="author"><name><surname>Sun</surname><given-names>Ye</given-names></name>
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<contrib contrib-type="author"><name><surname>Dong</surname><given-names>Zhiting</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Jin</surname><given-names>Wenzhe</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/3105218/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role></contrib>
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<aff id="aff1"><label>1</label><institution>Department of Pain, Yanbian University Hospital</institution>, <city>Yanji</city>, <state>Jilin</state>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Anatomy, School of Medicine, Yanbian University</institution>, <city>Yanji</city>, <state>Jilin</state>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department of General Surgery II, Affiliated Hospital of Beihua University</institution>, <city>Jilin City</city>, <state>Jilin</state>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Wenzhe Jin <email xlink:href="mailto:jinwz@ybu.edu.cn">jinwz@ybu.edu.cn</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-12-16"><day>16</day><month>12</month><year>2025</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2025</year></pub-date>
<volume>13</volume><elocation-id>1649610</elocation-id>
<history>
<date date-type="received"><day>18</day><month>06</month><year>2025</year></date>
<date date-type="rev-recd"><day>25</day><month>11</month><year>2025</year></date>
<date date-type="accepted"><day>30</day><month>11</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Jin, Zhang, Sun, Dong and Jin.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Jin, Zhang, Sun, Dong and Jin</copyright-holder><license><ali:license_ref start_date="2025-12-16">https://creativecommons.org/licenses/by/4.0/</ali:license_ref><license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://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.</license-p></license>
</permissions>
<abstract><sec><title>Background</title>
<p>The impact of red blood cell (RBC) storage duration during cardiopulmonary bypass (CPB) priming in pediatric cardiac surgery remains unclear.</p>
</sec><sec><title>Objective</title>
<p>To evaluate whether RBC storage time affects perioperative outcomes in children undergoing cardiac surgery.</p>
</sec><sec><title>Methods</title>
<p>We performed a systematic review and meta-analysis of studies comparing fresh vs. longer-stored RBCs for CPB priming in pediatric patients. Databases searched included PubMed, EMBASE, Cochrane Library, and Web of Science (through May 2025). Primary outcomes were mortality, infection/sepsis, respiratory complications, and multiple organ dysfunction syndrome (MODS); secondary outcomes included mechanical ventilation duration, ICU stay, and intraoperative lactate levels.</p>
</sec><sec><title>Results</title>
<p>Ten studies (including one randomized controlled trial) were included. No significant differences were found between groups in any primary or secondary outcomes, except for a slightly shorter ICU stay in the fresh RBC group (mean difference&#x2009;&#x003D;&#x2009;&#x2013;1.08 days), with high heterogeneity.</p>
</sec><sec><title>Conclusions</title>
<p>RBCs stored within standard durations appear safe for CPB priming in pediatric cardiac surgery. These findings support current transfusion practices and underscore the need for further high-quality randomized trials.</p>
</sec><sec><title>Systematic Review Registration</title>
<p><ext-link ext-link-type="uri" xlink:href="https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=1015198">https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=1015198</ext-link>, PROSPERO CRD420251015198.</p>
</sec>
</abstract>
<kwd-group>
<kwd>red blood cell storage lesion</kwd>
<kwd>pediatric cardiac surgery</kwd>
<kwd>cardiopulmonary bypass</kwd>
<kwd>blood transfusion</kwd>
<kwd>meta-analysis</kwd>
<kwd>perioperative outcomes</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was supported by grants from the Yanbian University School-Enterprise Collaboration Project (ydxq202314), Jilin Province Hygiene and Health Appropriate Technology Promotion Project (No. 2020S001; No. 2016S037), and Jilin Province Health and Family Planning Appropriate Technology for Poverty Alleviation Project (No. 2018FP047).</funding-statement></funding-group><counts>
<fig-count count="8"/>
<table-count count="3"/><equation-count count="0"/><ref-count count="43"/><page-count count="13"/><word-count count="15218"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Pediatric Cardiology</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>In pediatric cardiac surgery, the priming volume required for cardiopulmonary bypass (CPB) circuits typically ranges from 300 to 500&#x2005;mL, often exceeding 50&#x0025; of the total blood volume in infants and young children&#x2014;markedly higher than the approximate 10&#x0025; observed in adult surgeries (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). This substantial difference renders red blood cell (RBC) transfusion an indispensable component in the initiation of CPB (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Given the limited circulating blood volume in infants (&#x223C;80&#x2005;mL/kg) and their high oxygen consumption rate (6&#x2013;8&#x2005;mL/kg/min), both the quality and volume of transfused RBCs are critical determinants for maintaining perioperative oxygen delivery and organ perfusion stability (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>However, during storage, RBCs undergo progressive &#x201C;storage lesions,&#x201D; including decreased membrane stability, depletion of ATP and 2,3-diphosphoglycerate (2,3-DPG), and the release of microparticles and pro-inflammatory cytokines (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). These pathological changes may compromise oxygen delivery efficiency and exacerbate intra- and postoperative complications when transfused into pediatric patients (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). Although current FDA and European guidelines permit the use of RBCs stored for up to 35&#x2013;42 days, whether all storage durations within this window are equally safe remains a topic of debate (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Several large randomized controlled trials (RCTs), such as RECESS (<xref ref-type="bibr" rid="B15">15</xref>) and ABLE (<xref ref-type="bibr" rid="B16">16</xref>), have demonstrated that RBC storage duration does not significantly impact clinical outcomes in adults. Similarly, the ABC PICU trial found no significant difference in the incidence of multiple organ dysfunction syndrome (MODS) between fresh (&#x2264;7 days) and standard-issue RBCs in critically ill pediatric patients (<xref ref-type="bibr" rid="B17">17</xref>). However, caution should be exercised when extrapolating these findings to pediatric cardiac surgical populations due to key physiological differences: (1) the RBC volume used for CPB priming greatly exceeds that of conventional transfusions (<xref ref-type="bibr" rid="B18">18</xref>); (2) children with congenital heart disease often have immature circulatory and immune systems (<xref ref-type="bibr" rid="B19">19</xref>); and (3) developing organs&#x2014;particularly the brain&#x2014;are more susceptible to ischemia-reperfusion injury (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>In recent years, increasing attention has been paid to the relationship between RBC storage duration and postoperative outcomes in pediatric cardiac surgery. Some observational studies have reported associations between longer storage durations and increased risks of postoperative infections (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>), pulmonary and renal complications (<xref ref-type="bibr" rid="B22">22</xref>), prolonged mechanical ventilation, and enhanced inflammatory responses (<xref ref-type="bibr" rid="B23">23</xref>). However, other studies have found no significant associations between storage duration and major outcomes, resulting in substantial variability in clinical practice.</p>
<p>Although the 2016 AABB guidelines state that RBCs of any storage duration within the permissible shelf life are acceptable for neonatal and pediatric transfusion (<xref ref-type="bibr" rid="B24">24</xref>), many institutions still preferentially use fresher RBCs for CPB priming&#x2014;decisions often based on theoretical concerns or institutional habits rather than robust evidence (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Given the absence of specific consensus guidelines regarding RBC storage thresholds in pediatric CPB settings, and the lack of clear recommendations in current transfusion protocols, clinical decisions largely depend on institutional experience. This underscores the urgent need to systematically review the available evidence to determine whether RBC storage duration significantly affects outcomes in pediatric cardiac surgery.</p>
<p>Therefore, this study aims to perform a systematic review and meta-analysis to evaluate the impact of RBC storage duration on major outcomes (including mortality, infection, and MODS) and secondary outcomes [such as mechanical ventilation duration, Intensive Care Unit (ICU) length of stay, and intraoperative lactate levels] in children undergoing cardiac surgery with CPB. The goal is to establish a more evidence-based transfusion window for this vulnerable population and to inform optimization of perioperative blood management strategies.</p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Methods</title>
<sec id="s2a"><label>2.1</label><title>Study design and registration</title>
<p>This systematic review and meta-analysis was conducted to evaluate the impact of RBC storage duration on clinical outcomes in pediatric cardiac surgery. The study adhered to the PRISMA 2020 (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. The study protocol was prospectively registered in the PROSPERO database (Registration No. CRD420251015198). Ethical approval was not required as only publicly available data were used.</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Literature search strategy</title>
<p>A comprehensive search was performed in PubMed, EMBASE, the Cochrane Library, and Web of Science from January 2000 to February 2025. Only English-language articles were considered. The search strategy was constructed based on the PICOS framework, with keywords covering the population (e.g., &#x201C;pediatric cardiac surgery,&#x201D; &#x201C;congenital heart disease,&#x201D; &#x201C;children,&#x201D; &#x201C;infants&#x201D;), interventions (e.g., &#x201C;red blood cell storage,&#x201D; &#x201C;RBC transfusion,&#x201D; &#x201C;CPB priming,&#x201D; &#x201C;cardiopulmonary bypass&#x201D;), and outcomes (e.g., &#x201C;mortality,&#x201D; &#x201C;infection rate,&#x201D; &#x201C;postoperative complications&#x201D;). Boolean operators (AND/OR) were used for logical combinations. The complete PubMed search string is provided in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>.</p>
<p>In addition, we manually screened the reference lists of included articles and relevant reviews to identify additional studies. Grey literature, including conference abstracts and dissertations, was also searched to minimize publication bias. All retrieved records were managed using EndNote X9, and duplicates were removed using the software&#x0027;s de-duplication function.</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Inclusion and exclusion criteria</title>
<p>Studies were eligible for inclusion if they met the following criteria: (1) design: RCTs or observational studies (prospective/retrospective cohorts); (2) population: pediatric patients &#x2264;18 years undergoing cardiac surgery requiring RBC priming for CPB; (3) exposure: comparison of fresher vs. older stored RBCs (using original study definitions, typically &#x2264;7&#x2013;14 days vs. &#x003E;7&#x2013;14 days); (4) outcomes: at least one postoperative endpoint, including mortality, infection/sepsis, respiratory complications, mechanical ventilation duration, ICU stay, lactate levels, or organ complications.</p>
<p>Exclusion criteria consisted of: (1) adult-only populations; (2) studies unrelated to CPB or RBC storage duration; (3) unextractable or missing data on exposure or outcomes; (4) non-original articles (reviews, case reports); (5) inaccessible full text; and (6) studies combining blood products without separate analysis of RBCs.</p>
<p>Because definitions of &#x201C;fresh&#x201D; RBCs varied markedly (&#x2264;4 to &#x2264;15 days), an <italic>a priori</italic> threshold-standardized comparison (&#x2264;7 vs. &#x003E;7 days) was prespecified to enhance comparability across heterogeneous definitions.</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Data extraction</title>
<p>Two reviewers independently screened titles, abstracts, and full texts and extracted data using a standardized form. Extracted variables included: (1) study characteristics (author, year, country, design); (2) patient demographics (age, sample size, diagnosis); (3) perioperative details (surgical type, CPB priming protocols, transfusion volumes); (4) definitions of RBC storage duration; (5) all reported outcomes.</p>
<p>For continuous variables reported as medians with interquartile ranges, means and standard deviations were estimated using the method of Wan et al. (<xref ref-type="bibr" rid="B25">25</xref>). Graph-only data were digitized with GraphPad Prism, and all graph-derived values underwent dual independent extraction with cross-validation. When numerical data were missing or ambiguous, corresponding authors were contacted, although no additional data were obtained.</p>
</sec>
<sec id="s2e"><label>2.5</label><title>Quality assessment</title>
<p>Two reviewers independently assessed study quality. Observational studies were evaluated using the Newcastle&#x2013;Ottawa Scale (NOS) (<xref ref-type="bibr" rid="B26">26</xref>), covering selection, comparability, and outcome domains. RCTs, if present, were assessed using the Cochrane Risk of Bias Tool (<xref ref-type="bibr" rid="B27">27</xref>), evaluating random sequence generation, allocation concealment, blinding, and completeness of outcome reporting. Disagreements were resolved by consensus or adjudication by a third reviewer.</p>
</sec>
<sec id="s2f"><label>2.6</label><title>Statistical analysis</title>
<p>All analyses were performed in Stata 18.0. For dichotomous outcomes, risk ratios (RRs) with 95&#x0025; confidence intervals (CIs) were calculated; for continuous outcomes, mean differences (MDs) were used. Heterogeneity was quantified using Cochran&#x0027;s <italic>Q</italic> and the <italic>I</italic><sup>2</sup> statistic. A random-effects model (DerSimonian&#x2013;Laird) was applied when substantial heterogeneity existed (<italic>I</italic><sup>2</sup>&#x2009;&#x003E;&#x2009;50&#x0025; or <italic>p</italic>&#x2009;&#x003C;&#x2009;0.10); otherwise, fixed-effects models were used (<xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>Given the marked heterogeneity in storage-day definitions across studies, several prespecified supplementary analyses were conducted: (1) threshold-standardized subgroup analyses (&#x2264;7 vs. &#x003E;7 days); (2) subgrouping by study design (RCT vs. observational); (3) infection subtype (infection vs. sepsis); (4) respiratory complication severity, classified according to original terminology; vague descriptions (e.g., &#x201C;respiratory events&#x201D;) were analyzed separately as mild complications to minimize misclassification bias.</p>
<p>Leave-one-out sensitivity analyses were performed for all primary and secondary outcomes. Because one study used an extremely strict definition of &#x201C;fresh&#x201D; RBCs (&#x2264;4 days), additional analyses excluding this study were conducted across all major endpoints. To address limitations of the DerSimonian&#x2013;Laird estimator in heterogeneous or small-sample meta-analyses, restricted maximum likelihood (REML) random-effects models were fitted as robustness checks. Funnel plots and Egger&#x0027;s tests were used to evaluate publication bias when &#x2265;10 studies were available. Meta-regression was not performed because no outcome included the minimum number of studies required for reliable analysis (&#x2265;10).</p>
</sec>
<sec id="s2g"><label>2.7</label><title>Assessment of evidence quality</title>
<p>The overall quality of evidence was rated using the GRADE (Grading of Recommendations Assessment, Development and Evaluation) framework (<xref ref-type="bibr" rid="B29">29</xref>), categorizing evidence as high, moderate, low, or very low quality.</p>
</sec>
<sec id="s2h"><label>2.8</label><title>Study limitations</title>
<p>Several limitations should be considered when interpreting this review: (1) Most included studies were observational, limiting causal inference; (2) Definitions of postoperative complications&#x2014;especially respiratory outcomes&#x2014;were inconsistent and may introduce classification bias; (3) Conversion of medians and IQRs using Wan&#x0027;s method may introduce estimation error, although sensitivity analyses indicated minimal influence on pooled effects; (4) Definitions of &#x201C;fresh&#x201D; RBCs varied widely (&#x2264;4 to &#x2264;15 days), and CPB priming protocols were incompletely reported in several cohorts; (5) Many studies had small sample sizes, reducing precision; (6) Although threshold-standardized analyses (&#x2264;7 vs. &#x003E;7 days) were conducted, other clinically relevant subgroupings&#x2014;such as neonatal vs. infant vs. older children, CPB priming volumes, transfusion thresholds, or study-era effects&#x2014;could not be assessed due to insufficient stratified reporting; (7) Most outcomes included fewer than 10 studies, preventing reliable assessment of publication bias; therefore, small-study effects cannot be excluded.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<sec id="s3a"><label>3.1</label><title>Study selection and characteristics</title>
<p>A total of 1,381 records were identified through database searches (PubMed, Cochrane Library, EMBASE, and Web of Science). After removal of duplicates, 419 records underwent title and abstract screening. Of these, 129 full-text articles were reviewed, and 10 studies ultimately met the inclusion criteria (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>PRISMA flow diagram of study selection process for inclusion in the systematic review and meta-analysis.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g001.tif"><alt-text content-type="machine-generated">Flowchart depicting the identification, screening, and inclusion process for studies via databases and registers. Starts with 1,401 records identified, reduced to 439 after removing duplicates. Of these, 308 were excluded for various reasons, such as being irrelevant or non-clinical. 100 reports were not retrieved due to issues like inaccessible texts and language barriers. From 29 reports assessed for eligibility, 19 were excluded due to incomplete data or not meeting criteria. Finally, 10 studies were included, comprising 9 observational and 1 randomized controlled trial.</alt-text>
</graphic>
</fig>
<p>The included studies were published between 2004 and 2023 and comprised 9 observational cohorts (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>)&#x2014;5 retrospective (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B34">34</xref>) and 4 prospective (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B35">35</xref>)&#x2014;and 1 RCT (<xref ref-type="bibr" rid="B36">36</xref>). Sample sizes ranged from 30 to 570, and populations included neonates, infants, and young children (up to 8 years). Definitions of &#x201C;fresh&#x201D; RBCs varied considerably, using cut-offs ranging from &#x2264;4 to &#x2264;22 days, typically based on predefined thresholds or median storage durations. The clinical endpoints examined in the included studies encompassed both primary outcomes&#x2014;postoperative mortality, infection/sepsis, respiratory complications, and MODS&#x2014;and secondary outcomes, including mechanical ventilation duration, ICU length of stay, and intraoperative lactate levels (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>Characteristics of included studies.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">No.</th>
<th valign="top" align="center">First author (Year)</th>
<th valign="top" align="center">Study design</th>
<th valign="top" align="center">Sample size (Fresh vs. Stored, <italic>N</italic>)</th>
<th valign="top" align="center">Age range</th>
<th valign="top" align="center">Grouping criteria</th>
<th valign="top" align="center">Outcomes</th>
<th valign="top" align="center">Key findings</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Cholette (2015)</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="center">33 vs. 20 (<italic>N</italic>&#x2009;&#x003D;&#x2009;53)</td>
<td valign="top" align="center">Median 7 months</td>
<td valign="top" align="center">7&#x2013;15 days vs. 25&#x2013;38 days</td>
<td valign="top" align="left">Infection rate</td>
<td valign="top" align="left">Higher postoperative infection rate in stored blood group (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.004)</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Ranucci (2009)</td>
<td valign="top" align="left">Retrospective</td>
<td valign="top" align="center">116 vs. 76 (<italic>N</italic>&#x2009;&#x003D;&#x2009;192)</td>
<td valign="top" align="center">6.5 vs. 8 months</td>
<td valign="top" align="center">&#x2264;4 days vs. &#x003E;4 days</td>
<td valign="top" align="left">Metabolism, complications</td>
<td valign="top" align="left">Higher incidence of pulmonary and major complications in stored blood group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05)</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Redlin (2014)</td>
<td valign="top" align="left">Retrospective</td>
<td valign="top" align="center">45 vs. 94 (<italic>N</italic>&#x2009;&#x003D;&#x2009;139)</td>
<td valign="top" align="center">Median 14 days</td>
<td valign="top" align="center">&#x2264;6 days vs. &#x003E;6 days</td>
<td valign="top" align="left">CRP, mechanical ventilation</td>
<td valign="top" align="left">Increased CRP and prolonged ventilation in stored blood group (HR&#x2009;&#x003D;&#x2009;1.72)</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Padiyath (2021)</td>
<td valign="top" align="left">Retrospective</td>
<td valign="top" align="center">122 vs. 339 (<italic>N</italic>&#x2009;&#x003D;&#x2009;461)</td>
<td valign="top" align="center">Mean 4.3 years</td>
<td valign="top" align="center">&#x2264;15 days vs. &#x003E;15 days</td>
<td valign="top" align="left">Infection, hospital stay</td>
<td valign="top" align="left">Lower sepsis incidence in stored group (low transfusion subgroup, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.0,008)</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Baltsavias (2014)</td>
<td valign="top" align="left">Retrospective</td>
<td valign="top" align="center">118 vs. 452 (<italic>N</italic>&#x2009;&#x003D;&#x2009;570)</td>
<td valign="top" align="center">Median 9 vs. 7 months</td>
<td valign="top" align="center">&#x2264;15 days vs. &#x003E;15 days</td>
<td valign="top" align="left">Composite outcomes (death, MODS)</td>
<td valign="top" align="left">No significant difference in primary/secondary outcomes (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05)</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Bishnoi (2018)</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="center">103 vs. 95 (<italic>N</italic>&#x2009;&#x003D;&#x2009;198)</td>
<td valign="top" align="center">4 days&#x2013;8 years</td>
<td valign="top" align="center">&#x2264;14 days vs. &#x003E;14 days</td>
<td valign="top" align="left">Morbidity, metabolism</td>
<td valign="top" align="left">Only liver dysfunction differed; no significance after adjustment</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Bishnoi (2017)</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="center">161 vs. 53 (<italic>N</italic>&#x2009;&#x003D;&#x2009;214)</td>
<td valign="top" align="center">Mean 409 days</td>
<td valign="top" align="center">&#x2264;7 days vs. &#x2265;22 days</td>
<td valign="top" align="left">Mortality, MOF, metabolism</td>
<td valign="top" align="left">No significant association between storage time and complications (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05)</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Schroeder (2005)</td>
<td valign="top" align="left">Retrospective</td>
<td valign="top" align="center">12 vs. 8 (<italic>N</italic>&#x2009;&#x003D;&#x2009;20)</td>
<td valign="top" align="center">23&#x2009;&#x00B1;&#x2009;19 vs. 22&#x2009;&#x00B1;&#x2009;16 months</td>
<td valign="top" align="center">&#x2264;12 days vs. &#x003E;12 days</td>
<td valign="top" align="left">Lactate level</td>
<td valign="top" align="left">Higher lactate after CPB in stored group; no difference at surgery end (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.0006)</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Keidan (2004)</td>
<td valign="top" align="left">Prospective</td>
<td valign="top" align="center">18 vs. 12 (<italic>N</italic>&#x2009;&#x003D;&#x2009;30)</td>
<td valign="top" align="center">3 days&#x2013;5 years</td>
<td valign="top" align="center">&#x2264;5 days vs. &#x003E;5 days</td>
<td valign="top" align="left">K&#x002B;, lactate, acid-base balance</td>
<td valign="top" align="left">Early metabolic differences resolved during/after CPB</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">Martin (2023)</td>
<td valign="top" align="left">RCT</td>
<td valign="top" align="center">89 vs. 89 (<italic>N</italic>&#x2009;&#x003D;&#x2009;178)</td>
<td valign="top" align="center">Median 0.6 years</td>
<td valign="top" align="center">Median 5 days vs. 18 days</td>
<td valign="top" align="left">MODS, complications</td>
<td valign="top" align="left">No significant difference in major outcomes between groups (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.49)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF1"><p>MODS, Multiple Organ Dysfunction Syndrome; CPB, Cardiopulmonary Bypass; CRP, C-reactive Protein; MOF, Multiple Organ Failure; HR, Hazard Ratio.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3b"><label>3.2</label><title>Study quality assessment</title>
<p>The 9 observational studies were assessed using the NOS (<xref ref-type="bibr" rid="B26">26</xref>), with scores ranging from 5 to 7 (out of 9). Most studies clearly defined study populations and exposure assessment, while approximately half adjusted for confounding factors. However, many studies lacked reporting on follow-up completeness, contributing to lower scores in the outcome domain. Overall, 4 studies were rated as high quality (NOS&#x2009;&#x2265;&#x2009;7), and 5 were of moderate quality (score&#x2009;&#x003D;&#x2009;5) (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table&#x00A0;2</label>
<caption><p>Newcastle&#x2013;Ottawa scale (NOS) assessment for observational studies.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">No.</th>
<th valign="top" align="center" rowspan="2">First Author (Year)</th>
<th valign="top" align="center">Selection (4 points)</th>
<th valign="top" align="center">Comparability (2 points)</th>
<th valign="top" align="center">Outcome (3 points)</th>
<th valign="top" align="center" rowspan="2">Total Score</th>
</tr>
<tr>
<th valign="top" align="center">1. Clear definition 2. Representativeness 3. Source of controls 4. Ascertainment</th>
<th valign="top" align="center">5. Adjustment for confounding</th>
<th valign="top" align="center">6. Objectivity of outcome 7. Adequacy of follow-up 8. Loss to follow-up</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Cholette 2015</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Partially adjusted (1)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">7/9</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Ranucci 2009</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Not adjusted (0)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">5/9</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Redlin 2014</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Partially adjusted (1)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">7/9</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Padiyath 2021</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Not adjusted (0)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">5/9</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Baltsavias 2014</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Not adjusted (0)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">5/9</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Bishnoi 2018</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Partially adjusted (1)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">7/9</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Bishnoi 2017</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Partially adjusted (1)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">7/9</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Schroeder 2005</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Not adjusted (0)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">5/9</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Keidan 2004</td>
<td valign="top" align="left">Yes (1) Yes (1) Yes (1) Yes (1)</td>
<td valign="top" align="left">Not adjusted (0)</td>
<td valign="top" align="left">Yes (1) Yes (1) Not reported (0)</td>
<td valign="top" align="center">5/9</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The single RCT (<xref ref-type="bibr" rid="B36">36</xref>) was assessed using the Cochrane Risk of Bias tool (<xref ref-type="bibr" rid="B27">27</xref>). It was rated as low risk in terms of random sequence generation, outcome completeness, selective reporting, and other sources of bias, but had unclear risk due to insufficient information on allocation concealment and blinding. The trial was overall judged to have a low risk of bias (<xref ref-type="table" rid="T3">Table&#x00A0;3</xref>).</p>
<table-wrap id="T3" position="float"><label>Table&#x00A0;3</label>
<caption><p>Cochrane risk of bias assessment for RCT.</p></caption>
<table>
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">First author (year)</th>
<th valign="top" align="center">Random sequence generation</th>
<th valign="top" align="center">Allocation concealment</th>
<th valign="top" align="center">Blinding (participants/investigators)</th>
<th valign="top" align="center">Outcome data completeness</th>
<th valign="top" align="center">Selective reporting</th>
<th valign="top" align="center">Other bias</th>
<th valign="top" align="center">Overall risk of bias</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Martin 2023</td>
<td valign="top" align="left">Low risk (yes)</td>
<td valign="top" align="left">Unclear</td>
<td valign="top" align="left">Unclear (double-blinding not specified)</td>
<td valign="top" align="left">Low risk (dropout rate &#x003C;5&#x0025;)</td>
<td valign="top" align="left">Low risk (outcomes as registered)</td>
<td valign="top" align="left">None</td>
<td valign="top" align="left">Low risk</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3c"><label>3.3</label><title>Meta-analysis of primary outcomes</title>
<p>Given the wide variability in definitions of &#x201C;fresh&#x201D; RBCs (&#x2264;4&#x2013;&#x2264;15 days), all primary outcomes were additionally examined using a standardized &#x2264;7-day threshold to improve comparability. Raw 2&#x2009;&#x00D7;&#x2009;2 event counts for all dichotomous outcomes&#x2014;including mortality, sepsis, infection, MODS, respiratory complications (mild/severe), liver dysfunction, and renal dysfunction&#x2014;are provided in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref> to enhance transparency.</p>
<sec id="s3c1"><label>3.3.1</label><title>Mortality</title>
<p>Five studies [4 observational (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>) and 1 RCT (<xref ref-type="bibr" rid="B36">36</xref>)] reported mortality. Pooled results showed no significant difference between fresh and stored RBCs (RR&#x2009;&#x003D;&#x2009;1.07, 95&#x0025; CI: 0.55&#x2013;2.07; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;1.8&#x0025;) (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p>Effect of RBC storage duration on mortality in pediatric cardiac surgery: subgroup and overall estimates.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g002.tif"><alt-text content-type="machine-generated">Forest plot of mortality comparing fresh vs stored RBCs, with study-level risk ratios, subgroup summaries, and an overall pooled estimate on a logarithmic x-axis.</alt-text>
</graphic>
</fig>
<p>To address definitional heterogeneity, a standardized &#x2264;7-day subgroup analysis was conducted. Studies using &#x2264;7 days (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B36">36</xref>) showed no significant association (RR&#x2009;&#x003D;&#x2009;1.20, 95&#x0025; CI: 0.51&#x2013;2.82), and studies using &#x003E;7 days (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>) yielded similar findings (RR&#x2009;&#x003D;&#x2009;0.91, 95&#x0025; CI: 0.32&#x2013;2.60), with no subgroup difference (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.686).</p>
<p>Leave-one-out sensitivity analyses demonstrated that no single study influenced pooled estimates, and exclusion of the only study using a &#x2264;4-day threshold [Ranucci 2009 (<xref ref-type="bibr" rid="B22">22</xref>)] did not alter results (<xref ref-type="sec" rid="s11">Supplementary Figures S1, S2</xref>).</p>
</sec>
<sec id="s3c2"><label>3.3.2</label><title>Infection and sepsis</title>
<p>Seven studies (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B36">36</xref>) reported postoperative infection outcomes. Overall, RBC storage duration was not associated with infection risk (RR&#x2009;&#x003D;&#x2009;1.20, 95&#x0025; CI: 0.72&#x2013;1.98; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;59.6&#x0025;). Both sepsis (RR&#x2009;&#x003D;&#x2009;1.22, 95&#x0025; CI: 0.50&#x2013;3.00; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;69.5&#x0025;) and general infections (RR&#x2009;&#x003D;&#x2009;1.18, 95&#x0025; CI: 0.47&#x2013;2.97; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;55.0&#x0025;) showed nonsignificant effects, with no subgroup difference (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.957) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>Effect of RBC storage duration on postoperative sepsis and infection in pediatric cardiac surgery: subgroup and overall estimates.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g003.tif"><alt-text content-type="machine-generated">Forest plot of postoperative sepsis and infection, showing study-level risk ratios in two subgroups (sepsis and infection) and pooled effects on a logarithmic x-axis.</alt-text>
</graphic>
</fig>
<p>A standardized &#x2264;7-day analysis again demonstrated no significant association for either sepsis or infection, and subgroup differences were absent (all <italic>p</italic>&#x2009;&#x003E;&#x2009;0.20) (<xref ref-type="sec" rid="s11">Supplementary Figures S3, S4</xref>).</p>
<p>Sensitivity analyses confirmed stability, and exclusion of Ranucci 2009 (<xref ref-type="bibr" rid="B22">22</xref>) did not alter the direction or magnitude of pooled effects (<xref ref-type="sec" rid="s11">Supplementary Figure S5</xref>).</p>
</sec>
<sec id="s3c3"><label>3.3.3</label><title>Respiratory complications</title>
<p>Five studies (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>) reported respiratory complications, categorized as mild (nonspecific pulmonary events) (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>) or severe (pneumonia, ARDS, respiratory failure) (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B33">33</xref>). No significant differences were found for mild (RR&#x2009;&#x003D;&#x2009;0.97, 95&#x0025; CI: 0.38&#x2013;2.48; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;63.7&#x0025;) or severe complications (RR&#x2009;&#x003D;&#x2009;0.78, 95&#x0025; CI: 0.21&#x2013;2.94; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;75.1&#x0025;), and overall pooled effects were nonsignificant (RR&#x2009;&#x003D;&#x2009;0.81, 95&#x0025; CI: 0.42&#x2013;1.54; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;64.7&#x0025;) (<xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>).</p>
<fig id="F4" position="float"><label>Figure&#x00A0;4</label>
<caption><p>Effect of RBC storage duration on respiratory complications in pediatric cardiac surgery: subgroup and overall estimates.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g004.tif"><alt-text content-type="machine-generated">Forest plot of respiratory complications, displaying mild and severe subgroups with study risk ratios and pooled estimates on a logarithmic x-axis.</alt-text>
</graphic>
</fig>
<p>Due to definitional heterogeneity, a&#x2009;&#x2264;&#x2009;7-day subgroup analysis was performed for severe complications. Results remained nonsignificant in both &#x2264;7-day (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B33">33</xref>) and &#x003E;7-day (<xref ref-type="bibr" rid="B31">31</xref>) strata (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.798) (<xref ref-type="sec" rid="s11">Supplementary Figure S6</xref>).</p>
<p>A sensitivity analysis excluding studies with vague respiratory reporting (those contributing only mild events) did not alter estimates. Leave-one-out analyses&#x2014;including exclusion of Ranucci 2009 (<xref ref-type="bibr" rid="B22">22</xref>)&#x2014;did not materially affect pooled effects (<xref ref-type="sec" rid="s11">Supplementary Figure S7</xref>).</p>
</sec>
<sec id="s3c4"><label>3.3.4</label><title>MODS</title>
<p>Three studies (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B36">36</xref>) reported MODS. No significant association was observed (RR&#x2009;&#x003D;&#x2009;1.03, 95&#x0025; CI: 0.67&#x2013;1.58; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;32.0&#x0025;). Subgroup results were consistent across observational studies (RR&#x2009;&#x003D;&#x2009;1.29) and the RCT (RR&#x2009;&#x003D;&#x2009;0.88) (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.250) (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F5" position="float"><label>Figure&#x00A0;5</label>
<caption><p>Effect of RBC storage duration on multiple organ dysfunction syndrome (MODS) in pediatric cardiac surgery: subgroup and overall estimates.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g005.tif"><alt-text content-type="machine-generated">Forest plot of MODS outcomes, including study-level risk ratios, subgroup estimates by study design, and an overall pooled estimate on a logarithmic x-axis.</alt-text>
</graphic>
</fig>
<p>A&#x2009;&#x2264;&#x2009;7-day threshold analysis produced similar null results, with no subgroup differences (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.107) (<xref ref-type="sec" rid="s11">Supplementary Figure S8</xref>).</p>
<p>Leave-one-out sensitivity analyses confirmed robustness (<xref ref-type="sec" rid="s11">Supplementary Figure S9</xref>).</p>
</sec>
</sec>
<sec id="s3d"><label>3.4</label><title>Meta-analysis of secondary outcomes</title>
<sec id="s3d1"><label>3.4.1</label><title>Mechanical ventilation time</title>
<p>Five studies (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>) reported ventilation duration, with no significant difference between fresh and stored RBCs (MD&#x2009;&#x003D;&#x2009;0.04&#x2005;h, 95&#x0025; CI: &#x2212;0.20 to 0.27; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;57.9&#x0025;) (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<fig id="F6" position="float"><label>Figure&#x00A0;6</label>
<caption><p>Effect of RBC storage duration on postoperative mechanical ventilation time in pediatric cardiac surgery.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g006.tif"><alt-text content-type="machine-generated">Forest plot of mechanical ventilation duration, showing study mean differences with 95% CIs and a pooled mean difference.</alt-text>
</graphic>
</fig>
<p>Threshold-standardized (&#x2264;7 vs. &#x003E;7 days) and study-design subgroup analyses showed consistent null associations (<xref ref-type="sec" rid="s11">Supplementary Figure S10</xref>).</p>
<p>Leave-one-out analyses, including exclusion of Ranucci 2009 (<xref ref-type="bibr" rid="B22">22</xref>), confirmed robustness (<xref ref-type="sec" rid="s11">Supplementary Figure S11</xref>).</p>
</sec>
<sec id="s3d2"><label>3.4.2</label><title>ICU length of stay</title>
<p>Six studies (<xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>) reported ICU stay. Fresh RBCs were associated with shorter ICU stay (MD&#x2009;&#x003D;&#x2009;&#x2013;1.08 days, 95&#x0025; CI: &#x2212;1.57 to &#x2212;0.58), although heterogeneity was high (<italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;92.8&#x0025;) (<xref ref-type="fig" rid="F7">Figure&#x00A0;7</xref>).</p>
<fig id="F7" position="float"><label>Figure&#x00A0;7</label>
<caption><p>Effect of RBC storage duration on ICU length of stay in pediatric cardiac surgery.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g007.tif"><alt-text content-type="machine-generated">Forest plot of ICU length of stay, presenting study mean differences and an overall pooled estimate.</alt-text>
</graphic>
</fig>
<p>Threshold-standardized &#x2264;7-day analyses yielded similar findings, with no subgroup difference (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.380) (<xref ref-type="sec" rid="s11">Supplementary Figure S12</xref>).</p>
<p>Leave-one-out analyses confirmed that removal of Ranucci 2009 (<xref ref-type="bibr" rid="B22">22</xref>) did not meaningfully affect results (<xref ref-type="sec" rid="s11">Supplementary Figure S13</xref>).</p>
<p>To further evaluate robustness under high heterogeneity, REML models were fitted, yielding estimates closely aligned with the DerSimonian&#x2013;Laird model, without altering significance or direction of effect&#x2014;supporting the stability of findings.</p>
</sec>
<sec id="s3d3"><label>3.4.3</label><title>Lactate levels during CPB</title>
<p>Four studies (<xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>) assessed lactate levels during CPB. No significant difference was observed between fresh and older RBCs (MD&#x2009;&#x003D;&#x2009;&#x2013;0.53&#x2005;mmol/L, 95&#x0025; CI: &#x2212;1.27 to 0.20; <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;88.7&#x0025;) (<xref ref-type="fig" rid="F8">Figure&#x00A0;8</xref>).</p>
<fig id="F8" position="float"><label>Figure&#x00A0;8</label>
<caption><p>Effect of RBC storage duration on intraoperative lactate levels during cardiopulmonary bypass in pediatric cardiac surgery.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649610-g008.tif"><alt-text content-type="machine-generated">Forest plot of intraoperative lactate levels, displaying study mean differences with 95% CIs and a pooled estimate.</alt-text>
</graphic>
</fig>
<p>A&#x2009;&#x2264;&#x2009;7-day subgroup analysis produced similar nonsignificant findings (<xref ref-type="sec" rid="s11">Supplementary Figure S14</xref>).</p>
<p>Leave-one-out analyses&#x2014;including exclusion of Ranucci 2009 (<xref ref-type="bibr" rid="B22">22</xref>)&#x2014;showed no effect on pooled estimates (<xref ref-type="sec" rid="s11">Supplementary Figure S15</xref>).</p>
<p>Given high heterogeneity, REML models were applied and produced results consistent with primary analyses, supporting robustness.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>In this systematic review and meta-analysis, we synthesized evidence from the past two decades regarding the impact of RBC storage duration on postoperative outcomes in pediatric cardiac surgery. Across all major clinical endpoints&#x2014;including mortality, infection/sepsis, respiratory complications, and MODS&#x2014;no statistically significant differences were found between fresher and older RBCs. Secondary outcomes, including mechanical ventilation duration and intraoperative lactate levels, similarly showed no meaningful differences. Leave-one-out sensitivity analyses applied to all primary and secondary outcomes demonstrated that no single study materially altered the pooled estimates, supporting the overall robustness of the findings across study designs, outcome types, and analytical approaches.</p>
<p>A key challenge in interpreting the evidence is the substantial variability in definitions of &#x201C;fresh&#x201D; RBCs, which ranged from &#x2264;4 to &#x2264;15 days across included studies. Such inconsistency inevitably introduced clinical heterogeneity and limited direct comparability. To address this, we implemented a threshold-standardized subgroup analysis using &#x2264;7 days as a unified definition, selected because it represented a common definitional midpoint and allowed maximal study inclusion without compromising analytical comparability. Harmonizing storage thresholds improved interpretability and confirmed that variations in original definitions did not materially influence effect estimates.</p>
<p>One notable finding was a modest reduction in ICU length of stay (&#x2013;1.08 days) in the fresher RBC group. However, this result arose predominantly from observational studies and exhibited substantial heterogeneity (<italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;92.8&#x0025;). To strengthen interpretability under such conditions, we additionally applied a REML random-effects model. The REML-derived estimates were highly consistent with those from the DerSimonian&#x2013;Laird model, indicating that the observed direction and significance of effect were robust despite heterogeneity. Sensitivity analyses excluding the single study using an extremely strict &#x2264;4-day definition [Ranucci 2009 (<xref ref-type="bibr" rid="B22">22</xref>)] further confirmed that threshold outliers did not exert undue influence.</p>
<p>Although stored RBCs undergo progressive &#x201C;storage lesions&#x201D;&#x2014;including membrane instability, ATP and 2,3-DPG depletion, and release of pro-inflammatory mediators (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>)&#x2014;our findings did not identify a clinical advantage of fresher blood in pediatric CPB settings. Several mechanistic explanations may account for these neutral results. First, modern blood banking practices&#x2014;such as universal leukoreduction, improved additive solutions, and optimized storage conditions&#x2014;have substantially attenuated storage lesions compared with earlier decades, narrowing physiological differences between &#x201C;fresh&#x201D; and &#x201C;older&#x201D; units (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Second, transfusion practices often introduce confounding by indication: neonates or high-risk patients, who inherently experience poorer postoperative outcomes, are more likely to receive fresher units, biasing comparisons toward equivalence (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>). Third, the high-flow, hemodilutional environment of pediatric CPB rapidly dilutes transfused RBCs within the priming volume, reducing the effective load of storage-derived byproducts and mitigating their physiological impact (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Collectively, these considerations offer a biologically plausible explanation for the largely neutral findings observed.</p>
<p>While evidence from major adult RCTs such as RECESS and ABLE provides contextual reference (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>), direct extrapolation to pediatric CPB is limited by fundamental physiological differences. Neonates and infants possess immature organ systems, higher metabolic rates, and heightened inflammatory responses to CPB. These distinctions underscore the need to interpret adult data cautiously and highlight the importance of pediatric-focused evidence. Interestingly, two recent adult meta-analyses reported a potential increase in nosocomial infection risk with fresher RBC transfusion (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>), whereas observational studies in pediatric cardiac surgery have associated longer storage with increased infection risk (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Our findings fall between these perspectives, suggesting that storage duration alone may not be a dominant driver of infection risk in pediatric CPB, where multiple patient and management-related factors likely play more influential roles.</p>
<p>The neutral findings observed in this review align with current transfusion guidelines, which do not mandate preferential use of fresh RBCs in pediatric cardiac surgery (<xref ref-type="bibr" rid="B24">24</xref>). For institutions facing logistical limitations in blood inventory management, these results provide practical reassurance that using RBCs within approved storage periods for CPB priming is safe and feasible.</p>
<p>Although our meta-analysis integrates the most comprehensive available evidence, several limitations should be acknowledged. Most included studies were observational, limiting causal inference. Definitions of postoperative complications&#x2014;especially respiratory complications&#x2014;varied substantially across studies, potentially introducing misclassification bias. To address this, we categorized nonspecific descriptions (e.g., &#x201C;pulmonary complications,&#x201D; &#x201C;respiratory events&#x201D;) as mild and conducted a sensitivity analysis excluding such studies; notably, the effect estimate for severe respiratory complications remained unchanged, indicating that variability in outcome definitions did not drive the results. Furthermore, substantial variation existed across studies in CPB priming strategies, transfusion thresholds, postoperative management, and age distributions. Although we considered performing subgroup analyses based on age strata, CPB priming volume, or study era, the required stratified data were insufficiently reported to permit reliable analysis. These clinical inconsistencies likely contributed to residual heterogeneity and highlight the need for standardized reporting in future research.</p>
<p>To enhance methodological transparency, raw 2&#x2009;&#x00D7;&#x2009;2 event counts for all dichotomous outcomes were provided in <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>, as several original studies reported summary statistics without complete event distributions. Publication bias could not be formally assessed because none of the outcomes included the &#x2265;10 studies required for reliable funnel plots or Egger&#x0027;s tests, and thus small-study effects cannot be excluded. Finally, although a meta-regression examining storage duration as a continuous moderator was considered, no outcome met the methodological minimum of &#x2265;10 studies, and such analyses would likely produce unstable estimates.</p>
<p>In summary, despite extreme definitional variability and clinical heterogeneity across studies, threshold-standardized and sensitivity analyses demonstrated that effect estimates were generally stable. These findings suggest that RBC storage duration may exert less clinical influence in pediatric cardiac surgery than previously assumed. Future research&#x2014;particularly multicenter RCTs with standardized reporting&#x2014;remains essential to determine whether specific pediatric subgroups may derive benefit from fresher RBC transfusion.</p>
</sec>
<sec id="s5" sec-type="conclusions"><label>5</label><title>Conclusion</title>
<p>This systematic review and meta-analysis synthesized current evidence and found no significant differences in major or secondary perioperative outcomes between fresher and longer-stored RBCs when used within the approved storage duration in pediatric cardiac surgery. These findings support the current practice guidelines that do not mandate the preferential use of fresher RBCs and provide valuable implications for both clinical decision-making and blood inventory management. Nevertheless, high-quality randomized controlled trials are still needed to further validate these conclusions and to develop more refined, evidence-based transfusion strategies tailored for pediatric populations.</p>
</sec>
</body>
<back>
<sec id="s6" 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="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>XJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. QZ: Formal analysis, Software, Visualization, Resources, Data curation, Investigation, Project administration, Funding acquisition, Conceptualization, Validation, Methodology, Supervision, Writing &#x2013; review &#x0026; editing. YS: Methodology, Supervision, Funding acquisition, Software, Formal analysis, Writing &#x2013; review &#x0026; editing, Conceptualization, Visualization, Project administration, Validation, Resources, Data curation, Investigation. ZD: Data curation, Visualization, Methodology, Conceptualization, Validation, Investigation, Supervision, Writing &#x2013; review &#x0026; editing, Funding acquisition, Formal analysis, Software, Project administration, Resources. WJ: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>The authors thank all members of the research team for their support throughout the study. We also acknowledge the use of the PROSPERO database for protocol registration.</p>
</ack>
<sec id="s9" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The author(s) declared that this work 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="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not 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="s12" 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="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/fped.2025.1649610/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2025.1649610/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material xlink:href="Datasheet1.zip" id="SM1" mimetype="	application/zip"/>
</sec>
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<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/756208/overview">Syed Hamza Mufarrih</ext-link>, University of Kentucky, Lexington, United States</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/486417/overview">Marianna H. Antonelou</ext-link>, National and Kapodistrian University of Athens, Greece</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3178988/overview">Kirstin Wilkinson</ext-link>, University Hospital Southampton NHS Trust, United Kingdom</p></fn>
</fn-group>
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