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<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.2023.1095889</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>Association between red blood cell transfusion and bronchopulmonary dysplasia: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Tang</surname><given-names>Li</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Zhu</surname><given-names>Ting Ting</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1801239/overview"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Zhao</surname><given-names>Jing</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2094618/overview" /></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><addr-line>Department of Pediatrics Hematology and Oncology Nursing</addr-line>, <institution>West China Second University Hospital, Sichuan University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<aff id="aff2"><label><sup>2</sup></label><addr-line>Department of Pediatrics</addr-line>, <institution>West China Second University Hospital, Sichuan University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<aff id="aff3"><label><sup>3</sup></label><addr-line>Key Laboratory of Obstetric &#x0026; Gynecologic and Pediatric Diseases and Birth Defects of Ministry of Education</addr-line>, <institution>Sichuan University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> John McGuire, University of Washington, United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Joanna Maria Jassem-Bobowicz, Medical University of Gdansk, Poland MaryAnn Volpe, Tufts University, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Jing Zhao <email>zhaojing19851111@163.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>31</day><month>05</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>11</volume><elocation-id>1095889</elocation-id>
<history>
<date date-type="received"><day>11</day><month>11</month><year>2022</year></date>
<date date-type="accepted"><day>21</day><month>04</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023 Tang, Zhu and Zhao.</copyright-statement>
<copyright-year>2023</copyright-year><copyright-holder>Tang, Zhu and Zhao</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>Background</title>
<p>We aimed to determine the association between red blood cell transfusions (RBCT) and bronchopulmonary dysplasia (BPD) in neonates.</p>
</sec>
<sec><title>Methods</title>
<p>A systematic review and meta-analysis were conducted using data obtained from literature search of PubMed, Embase, and Web of Science from their inception till May 1, 2022. Two reviewers independently selected potentially relevant studies, and after data extraction, they assessed the methodological quality of the included studies using the Newcastle&#x2013;Ottawa scale. Data were pooled using random-effects models in Review Manager 5.3. Subgroup-analysis was performed based on the number of transfusions and adjusted results.</p>
</sec>
<sec><title>Results</title>
<p>Of the 1,011 identified records, 21 total case-control, cross-sectional, and cohort studies were selected, which included a total of 6,567 healthy controls and 1,476 patients with BPD. The pooled unadjusted odds ratio ([OR], 4.01; 95&#x0025; confidence interval [CI] 2.31&#x2013;6.97) and adjusted OR (5.11; 95&#x0025; CI 3.11&#x2013;8.4) showed significant association between RBCT and BPD. A substantial heterogeneity was noted, which could be due to different variables controlled for in each study. The subgroup analysis showed that heterogeneity may be partially explained by the extent of transfusion.</p>
</sec>
<sec><title>Conclusion</title>
<p>The association between BPD and RBCT remains unclear based on the current data due to the substantial heterogeneity among the results. Well-designed studies are still needed in the future.</p>
</sec>
</abstract>
<kwd-group>
<kwd>bronchopulmonary dysplasia</kwd>
<kwd>transfusion</kwd>
<kwd>red blood cell</kwd>
<kwd>systematic review</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="45"/><page-count count="0"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Pediatric Critical Care</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Bronchopulmonary dysplasia (BPD) is a common complication in preterm infants. This complication can lead to asthma, wheezing, limitation of activity tolerance, and recurrent low respiratory tract infections (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Infants with lower birth weight (BW) and gestational age (GA) are at risk for developing BPD. In addition, maternal smoking, chorioamnionitis, male sex, oxygen therapy, duration of mechanical ventilation, and co-morbidities, including sepsis, necrotizing enterocolitis, and pulmonary hemorrhage have been found to be associated with BPD (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Epidemiological studies have reported that approximately 80&#x0025; of preterm infants born between 22 and 24 weeks of gestation will develop BPD to a certain degree (<xref ref-type="bibr" rid="B6">6</xref>). As a result of an increased survival rate of extremely preterm infants, the incidence of BPD has increased (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>); however, no specific or preventive treatment has developed.</p>
<p>Red blood cell transfusions (RBCT) are commonly used in neonatal intensive care units. A previous survey reported that the vast majority of extremely low BW infants and 58&#x0025; of preterm infants (&#x003C;32 weeks of GA) received RBCT in the neonatal period (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). However, the effects of RBCT on short and long-term outcomes remain unclear. Recent studies have reported an association between RBCT and intra-ventricular hemorrhage, retinopathy of prematurity, and necrotizing enterocolitis (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>). Few observational studies have found that patients with BPD receive higher RBCT volume and the number of RBCT is associated with BPD development (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>). Vecchio et al. instituted new guidelines for administering RBCT in their neonatal intensive care unit, and the transfusion rate was concordant with a lower incidence of BPD (<xref ref-type="bibr" rid="B18">18</xref>). However, other studies found no relationship between BPD and RBCT (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). Therefore, we aimed to conduct a systematic review and meta-analysis of the available literature to investigate the association between RBCT and BPD.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Methods</title>
<sec id="s2a"><title>Literature search</title>
<p>We performed this systematic review and meta-analysis in accordance with the Meta-analysis of Observational Studies in Epidemiology (MOOSE) and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). We searched the electronic databases PubMed, Embase, and Web of Science from their inception till May 1, 2022. The keywords &#x201C;red blood cell,&#x201D; OR &#x201C;blood transfusion,&#x201D; AND &#x201C;BPD,&#x201D; OR &#x201C;bronchopulmonary dysplasia&#x201D;, were employed as search term. Only articles published in English language were included. We also searched the reference lists of review articles for additional eligible studies. Detailed strategy for online database search is described in the supplemental files.</p>
</sec>
<sec id="s2b"><title>Study selection</title>
<p>Studies were selected by screening titles, abstracts and full texts. Studies were included if they had a control group, and reported mean and standard deviation [(SD) or the data can be converted to mean and SD] of the number and total volume of RBCT between BPD patients and controls, as well as the odds ratio (OR) of RBCT for BPD. Case reports, letters to the editors, articles with incomplete data, and studies with less than 10 samples were excluded from analysis.</p>
</sec>
<sec id="s2c"><title>Data extraction</title>
<p>One reviewer (J.Z.) extracted data from the selected studies into a predetermined form. The first author, published year, study design, country, group size, sample size, BPD diagnosis and transfusion data were recorded. Another reviewer (L.T.) checked the data to ensure the accuracy. Any disagreements were settled with a third reviewer (T.T.Z.).</p>
</sec>
<sec id="s2d"><title>Quality assessment</title>
<p>Two authors (J.Z. and L.T.) independently evaluated the quality of each included study using the Newcastle&#x2013;Ottawa scale (NOS) for case-control or cohort studies (<xref ref-type="bibr" rid="B23">23</xref>). This scale covers three parts of the study design: patient selection (4 points), comparability of the study groups (2 points), and exposure/outcome (3 points). A modified NOS (<xref ref-type="bibr" rid="B24">24</xref>) with a total of 10 points was used for cross-sectional studies. Studies with a score below six points were considered to be of low quality.</p>
</sec>
<sec id="s2e"><title>Statistical analysis</title>
<p>We pooled the weighted mean difference and 95&#x0025; confidence interval (CI) of total number of administered RBCT and total RBCT volume in patients with BPD and those without BPD, and the OR of RBCT for BPD, using a random effect model. A two-tailed <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 was considered statistically significant. Heterogeneity across studies was assessed using the chi-square test and <italic>I</italic><sup>2</sup>. An <italic>I</italic><sup>2</sup> value&#x2009;&#x003E;&#x2009;75&#x0025; indicated high heterogeneity. Publication bias was assessed visually based on the symmetry of funnel plots. Sensitivity analyses were performed by excluding one study at a time, to test the stability of the results. We calculated the mean and SD of the number or volume of RBCT scans using sample size, median and interquartile range (IQR) according to Hozo et al. (<xref ref-type="bibr" rid="B25">25</xref>), when needed. Data analyses were performed using Review Manager Software version 5.3.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<p>A total of 1,011 articles were retrieved from the databases using systematic and manual searches. After removing the duplicates, and performing screening of abstracts and full-text articles, 21 studies (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B41">41</xref>) were included. These studies included a total of 6,567 control infants and 1,476 patients with BPD, and were eligible for the meta-analysis. (<xref ref-type="sec" rid="s9">Supplementary Material Figure S1</xref>). The characteristics of eligible studies are presented in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Characteristics of included studies.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="left"/>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Study ID</th>
<th valign="top" align="center">Published year</th>
<th valign="top" align="center">Country</th>
<th valign="top" align="center">Study design</th>
<th valign="top" align="center">Sample size (cases/control)</th>
<th valign="top" align="center">Included criteria</th>
<th valign="top" align="center">diagnosis of BPD</th>
<th valign="top" align="center">NOS score</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Liao (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">36/24</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;28w or BW&#x2009;&#x003C;&#x2009;1,000&#x2005;g</td>
<td valign="top" align="left">Medical record</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="left">Duan (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">71/1,721</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;32 weeks</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;32w and need supplemental oxygen more than 28 days</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="left">Zhang (<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">137/94</td>
<td valign="top" align="left">GA&#x2009;&#x2264;&#x2009;32w or BW&#x2009;&#x2264;&#x2009;1,000&#x2005;g</td>
<td valign="top" align="left">Oxygen dependency for at least 28 days</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">Demirel (<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="left">Turkey</td>
<td valign="top" align="left">Case-control</td>
<td valign="top" align="center">56/50</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Diagnosed according to the Bancalari criteria</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">Cai (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">63/388</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;32 weeks and BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Medical record</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="left">Sharma (<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">155/108</td>
<td valign="top" align="left">GA 23&#x2013;27w</td>
<td valign="top" align="left">Oxygen dependency for at least 28 days</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Lee (<xref ref-type="bibr" rid="B15">15</xref>)</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">109/141</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Persistent oxygen requirement at 36 weeks postmenstrual age</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Ghirardello (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">269/372</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">According to the criteria proposed by Jobe and Bancalari at 36 weeks corrected age</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">Valieva (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">47/5</td>
<td valign="top" align="left">GA&#x2009;&#x2264;&#x2009;28w or BW 500&#x2013;1,000&#x2005;g</td>
<td valign="top" align="left">Requiring any type of oxygen support at both 28 days and at 36 weeks corrected GA</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Patel (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">240/358</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">According to the consensus definition by the National Institutes of Health</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">Raffa (<xref ref-type="bibr" rid="B16">16</xref>)</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="left">Arabia</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">5/106</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;30 weeks and BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Medical record</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">Korhonen (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" align="center">1998</td>
<td valign="top" align="left">Finland</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">59/133</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Requiring any type of oxygen support at both 28 days and characteristic radiographic changes in the lung fields</td>
<td valign="top" align="center">5</td>
</tr>
<tr>
<td valign="top" align="left">Jassem-Bobowicz (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">Poland</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">127/151</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;32 weeks</td>
<td valign="top" align="left">Oxygen dependency for at least 28 days</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Tao (<xref ref-type="bibr" rid="B5">5</xref>)</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">102/523</td>
<td valign="top" align="left">Neonates with RDS</td>
<td valign="top" align="left">Requiring any type of oxygen support at both 28 days and at 36 weeks corrected GA</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">Soliman (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="center">2016</td>
<td valign="top" align="left">Canada</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">79/240</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;32 weeks and born to mothers with preeclampsia</td>
<td valign="top" align="left">Oxygen or any form of ventilation at 36 weeks&#x2019; postmenstrual age</td>
<td valign="top" align="center">6</td>
</tr>
<tr>
<td valign="top" align="left">Go (<xref ref-type="bibr" rid="B20">20</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">Japan</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">85/91</td>
<td valign="top" align="left">GA&#x2009;&#x003C;&#x2009;30weeks</td>
<td valign="top" align="left">National Institutes of Health consensus definition for infants</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">Zhang (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="center">2011</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">60/56</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Oxygen for at least 28 days</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Jeon (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="center">2013</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">39/11</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Oxygen dependency for the first 28 days of life</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Gao (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">32/49</td>
<td valign="top" align="left">GA&#x2009;&#x2264;&#x2009;28w or BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Oxygen for at least 28 days</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Park (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="left">Korea</td>
<td valign="top" align="left">Cross-sectional</td>
<td valign="top" align="center">10/36</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">Required oxygen for the first 28 days at postmenstrualage 36 weeks or when infants born at &#x2265;32 weeks and remained on oxygen for 56 days</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">Lard&#x00F3;n-Fern&#x00E1;ndez (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="center">2017</td>
<td valign="top" align="left">Spain</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">60/69</td>
<td valign="top" align="left">BW&#x2009;&#x003C;&#x2009;1,500&#x2005;g</td>
<td valign="top" align="left">According to the consensus definition by the National Institutes of Health</td>
<td valign="top" align="center">7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>W, week; g, gram; GA, gestational age; BW, birth weight; USA, United States of America.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>All included participants had a GA of less than 32 weeks at birth or BW of less than 1,500&#x2005;g. Studies included populations from different countries, with being China and the USA being the most common. Although all studies reported the association between BPD and RBCT, their objectives varied. In half of the included studies the primary objective was to investigate risk factors of BPD including RBCT. Two studies collected data based on medical records (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B26">26</xref>), and others defined BPD as neonates requiring oxygen support at 28 days of life or at 36 weeks of corrected GA. Study design included cross-sectional (<italic>n</italic>&#x2009;&#x003D;&#x2009;10), cohort (<italic>n</italic>&#x2009;&#x003D;&#x2009;9), and case&#x2013;control (<italic>n</italic>&#x2009;&#x003D;&#x2009;2).</p>
<p>The NOS scores of the included studies ranged from 4 to 8, and detailed information is provided in the supplemental files. In all included studies, exposed and non-exposed controls were drawn from the same community. However, common weaknesses were lack of adequate confounder adjustments such as neonatal sepsis, maternal diseases during pregnancy, and outcome assessment based on medical records without a description of blind.</p>
<p>The pooled ORs obtained using a random-effect model showed a significant association between RBCT and BPD in both crude analysis (OR 4.01, 95&#x0025; CI: 2.31&#x2013;6.97) and adjusted analysis (OR 5.11, 95&#x0025; CI: 3.11&#x2013;8.40). There was a substantial heterogeneity between studies (<italic>I</italic><sup>2&#x2009;</sup>&#x003D;&#x2009;56&#x0025;) (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>). In addition, we conducted subgroup-analyses of the number of transfusions, and the association remained significant (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Forest plot for the association between RBCT and the development of BPD, stratified on crude or adjusted results.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-11-1095889-g001.tif"/>
</fig>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Forest plot for the association between RBCT and the development of BPD, stratified on number of transfusion.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-11-1095889-g002.tif"/>
</fig>
<p>A pooled analysis of RBCT including 227 cases and 465 controls (<xref ref-type="sec" rid="s9">Supplementary Material Figure S2</xref>) found that patients with BPD were more likely to have more RBCT than those without BPD (standard mean difference 2.62, 95&#x0025; CI 0.99&#x2013;4.24, <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;89&#x0025;, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01).</p>
<p>Three studies including 255 cases and 500 controls were pooled for the total transfusion volumes. The standard mean difference of total RBCT volumes was 55.48 (95&#x0025; CI: 3.82&#x2013;107.4, <italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;95&#x0025;, <italic>p&#x2009;</italic>&#x003C;&#x2009;0.01) between patients with BPD and controls. (<xref ref-type="sec" rid="s9">Supplementary Material Figure S2</xref>).</p>
<p>Except for the analysis of the total transfusion volume, there were no apparent changes in the pooled results when any single study was removed. Visual examination of the funnel plots of the studies included in this meta-analysis showed no apparent publication bias.</p>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>The aim of this systematic review was to evaluate the association between RBCT and BPD based on the available evidence to provide suggestions for future investigations. The meta-analysis of the unadjusted data showed a significant association between RBCT and BPD. The odds of BPD among infants having RBCT were 4.01 times higher than the odds of those without transfusion with statistically significant adjusted estimate (OR 5.11, 95&#x0025; CI, 3.11&#x2013;8.40). These estimate association between RBCT and BPD for different numbers of transfusions did not differ between groups. Our study provides data on the total volume of transfusions, and the number of transfusions between BPD and non-BPD groups.</p>
<p>The relationship between RBCT and BPD may be explained by several mechanisms. When immature lungs are exposed to a hyperoxic environment, this could lead to a disruption of the alveolar-capillary barrier, overexpression of inflammatory mediators, vascular leakage, and cell death (<xref ref-type="bibr" rid="B42">42</xref>). RBCT increases adult hemoglobin in neonates, and shifts the oxygen disassociation curve to the right, increasing lung susceptibility to hyperoxia. Additionally, iron levels and other inflammatory mediators in stored blood products can promote free radical generation, infection, and fibrosis (<xref ref-type="bibr" rid="B43">43</xref>). Patel et al. (<xref ref-type="bibr" rid="B33">33</xref>) reported that very low BW infants undergoing multiple RBCT had excessive iron stores compared to non-transfused infants, and those who received more transfusions were more prone to developing BPD. This finding supports the hypothesis that free radicals and iron overload play key roles in the pathogenesis of BPD. Evidence also suggests that RBCT can potentially impact the lungs <italic>via</italic> an acute inflammatory response (<xref ref-type="bibr" rid="B28">28</xref>). Some neonates that received RBCT required mechanical ventilation, and the ventilator parameters could not be reduced in these patients (<xref ref-type="bibr" rid="B28">28</xref>). The hypothesis of transfusion related acute lung injury may be explained by this fact. The production of inflammatory cytokines and immunoactivation of the endothelium observed after the transfusion of RBCT in preterm infants may be a direct causal link between transfusion and major neonatal morbidity (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>Investigations exploring the association between RBCT and BPD should consider several other factors based on our study. First, the number or the volume of transfusions showed substantial heterogeneity across studies, ranging from one to more than seven. We grouped the studies according to the number of transfusions performed. Although the ORs of BPD did not differ within the groups, heterogeneity was significantly reduced in each subgroup. As hypothesized, a higher number of transfusions may increase the risk of BPD. This might be explained by the small number of studies and variables that were adjusted differently between studies. The second factor that could have influenced the results on the association between RBCT and BPD may be the timing of transfusion. Duan et al. (<xref ref-type="bibr" rid="B27">27</xref>) investigated the risk factors for BPD and showed that early but not late anemia increased the risk of BPD. Early exposure to free radicals and iron load during this critical period would influence lung development. However, none of the included studies that described RBCT provided information about the timing of transfusion.</p>
<p>RBCT in neonates could be a lifesaving intervention in certain emergencies, but it is also known to cause adverse events, such as dissemination of infectious disease and inappropriate immune responses (<xref ref-type="bibr" rid="B45">45</xref>). Our findings raise the awareness of the risks associated with RBCT. This is the first study to systematically review pooled evidence for an association between BPD and RBCT. We used rigorous methods to search for potential studies, select studies, extract data, and pool the results to identify potential confounders. However, our study has a few limitations. The GA and BW from the included studies varied, and there was limited data to perform subgroup analysis with these parameters. Additionally, the definition of BPD differed among included studies, and misclassification of BPD could lead to possible bias. Primary outcomes in the majority of included studies did not investigate the association between BPD and RBCT, therefore, they may not have adequately controlled for potential confounders such as neonatal co-morbidities. Because more ill neonates often require closer monitoring and have more complications of prematurity and longer hospital stays, more RBCT and higher rates of BPD will be observed in these patients. Furthermore, although we performed a subgroup analysis of crude and adjusted analyses, the adjusted variables were not consistent between studies. There were insufficient data to perform meta-regression to identify potential effectors. The number of studies was lower than needed to interpret the results of subgroup analysis.</p>
</sec>
<sec id="s5" sec-type="conclusions"><title>Conclusion</title>
<p>This is the most comprehensive review and analysis of the evidence on the relationship between RBCT and BPD. However, substantial heterogeneity across the body of studies was clearly identified. Many aspects, such as lack of or inadequate confounder adjustments, severity of BPD, and the number of transfusions significantly varied. The association between RBCT and BPD needs more studies to confirmit in the future. This review provides empirical evidence that demonstrating the importance of accounting for potential confounders when interpreting data in this area.</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="s9"><bold>Supplementary Material</bold></xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7"><title>Author contributions</title>
<p>Conception of the work: JZ, TZ Literature search: JZ, LT. Data analysis: JZ., TZ. Drafting the article: JZ, LT, Critical revision of the article: JL. Final approval of the version to be published: All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer"><title>Publisher&#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="s9" 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.2023.1095889/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2023.1095889/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="Datasheet1.docx"/>
</supplementary-material>
</sec>
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