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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.2024.1386846</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>The effect of folic acid intake on congenital anomalies. A systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Moges</surname><given-names>Natnael</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author"><name><surname>Sisay Chanie</surname><given-names>Ermias</given-names></name>
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<contrib contrib-type="author"><name><surname>Anteneh</surname><given-names>Rahel Mulatie</given-names></name>
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<contrib contrib-type="author"><name><surname>Zemene</surname><given-names>Melkamu Aderajew</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1693043/overview" />
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<contrib contrib-type="author"><name><surname>Gebeyehu</surname><given-names>Asaye Alamneh</given-names></name>
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<contrib contrib-type="author"><name><surname>Belete</surname><given-names>Melaku Ashagrie</given-names></name>
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<contrib contrib-type="author"><name><surname>Kebede</surname><given-names>Natnael</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/1855638/overview" />
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<contrib contrib-type="author"><name><surname>Anley</surname><given-names>Denekew Tenaw</given-names></name>
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<contrib contrib-type="author"><name><surname>Dessie</surname><given-names>Anteneh Mengist</given-names></name>
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<contrib contrib-type="author"><name><surname>Alemayehu</surname><given-names>Ermiyas</given-names></name>
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<contrib contrib-type="author"><name><surname>Dagnaw</surname><given-names>Fentaw Teshome</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Asmare</surname><given-names>Zufan Alamrie</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author"><name><surname>Tsega</surname><given-names>Sintayehu Simie</given-names></name>
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<aff id="aff1"><label><sup>1</sup></label><institution>Department of Pediatrics and Child Health Nursing, College of Health Sciences, Debre Tabor University</institution>, <addr-line>Debre Tabor</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Department of Public Health, College of Health Science, Debre Tabor University</institution>, <addr-line>Debre Tabor</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>Department of Medical Laboratory Sciences, College of Medicine and Health Sciences, Wollo University</institution>, <addr-line>Dessie</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff4"><label><sup>4</sup></label><institution>Department of Health Promotion, School of Public Health College of Medicine Health Sciences, Wollo University</institution>, <addr-line>Dessie</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff5"><label><sup>5</sup></label><institution>Department of Ophthalmology, School of Medicine and Health Science, Debre Tabor University</institution>, <addr-line>Debre Tabor</addr-line>, <country>Ethiopia</country></aff>
<aff id="aff6"><label><sup>6</sup></label><institution>Department of Medical Nursing, School of Nursing, College of Medicine and Health Science, University of Gondar</institution>, <addr-line>Gondar</addr-line>, <country>Ethiopia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Ezra Susser, Columbia University and New York State Psychiatric Institute, United States</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Rinawati Rohsiswatmo, RSUPN Dr. Cipto Mangunkusumo, Indonesia</p>
<p>Fisha Alebel GebreEyesus, Wolkite University, Ethiopia</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Natnael Moges <email>natumoges611@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>19</day><month>07</month><year>2024</year></pub-date>
<pub-date pub-type="collection"><year>2024</year></pub-date>
<volume>12</volume><elocation-id>1386846</elocation-id>
<history>
<date date-type="received"><day>16</day><month>02</month><year>2024</year></date>
<date date-type="accepted"><day>09</day><month>07</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 Moges, Sisay Chanie, Anteneh, Zemene, Gebeyehu, Belete, Kebede, Anley, Dessie, Alemayehu, Dagnaw, Asmare and Tsega.</copyright-statement>
<copyright-year>2024</copyright-year><copyright-holder>Moges, Sisay Chanie, Anteneh, Zemene, Gebeyehu, Belete, Kebede, Anley, Dessie, Alemayehu, Dagnaw, Asmare and Tsega</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>Congenital anomalies pose a significant challenge to global health and result in considerable morbidity and mortality in early childhood. With the decline of other causes of death among children under five, the burden of congenital anomalies is rising, emphasizing the need for improved prenatal care, screening, and nutrition for pregnant women. This systematic review and meta-analysis aim to estimate the pooled effect of folic acid intake on congenital anomalies.</p>
</sec>
<sec><title>Methods</title>
<p>To identify relevant research published up until December 30/2023, we conducted electronic searches of PubMed/Medline, PubMed Central, Hinary, Google, African Journals Online, Web of Science, Science Direct, and Google Scholar databases using predefined eligibility criteria. We used Excel to extract data and evaluated the studies using the JBI appraisal checklist. We computed the pooled effect size with 95&#x0025; confidence intervals for maternal folic acid intake on congenital anomalies using STATA version 17 and the DerSimonian and Laird random effects meta-analysis model. We assessed statistical heterogeneity using Cochran&#x0027;s <italic>Q</italic>-test, <italic>I</italic><sup>2</sup> statistic, and visual examination of the funnel plot.</p>
</sec>
<sec><title>Results</title>
<p>The review included 16 case-control, cohort, and cross-sectional studies. According to the results of this systematic review and meta-analysis, maternal folic acid intake significantly lowers the incidence of congenital anomalies (odds ratio (OR), 0.23; confidence interval (CI), 0.16, 0.32). Among the included studies, both the Cochrane <italic>Q</italic>-test statistic (<italic>&#x03C7;</italic>2&#x2009;&#x003D;&#x2009;118.82, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) and <italic>I</italic><sup>2</sup> test statistic (<italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;87.38&#x0025;, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) revealed statistically significant heterogeneity. Egger&#x0027;s weighted regression (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001) and funnel plot show evidence of publication bias in this meta-analysis.</p>
</sec>
<sec><title>Conclusion</title>
<p>The results of the recent meta-analysis and systematic review have demonstrated a significant association between maternal folic acid intake and the risk of congenital anomalies. Specifically, children whose mothers received periconceptional folic acid supplementation had a 77&#x0025; reduced risk of congenital anomalies. To further investigate the correlation between maternal folic acid supplementation and the occurrence of various congenital anomalies, particularly in developing countries, it is recommended that a comprehensive prospective study be conducted.</p>
</sec>
<sec><title>Systematic Review Registration</title>
<p><ext-link ext-link-type="uri" xlink:href="https://www.crd.york.ac.uk/prospero/">https://www.crd.york.ac.uk/prospero/</ext-link>, PROSPERO (CRD42024511508).</p>
</sec>
</abstract>
<kwd-group>
<kwd>effect</kwd>
<kwd>folic acid intake</kwd>
<kwd>congenital anomalies</kwd>
<kwd>systematic review and meta-analysis</kwd>
<kwd>folic acid</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="1"/><equation-count count="0"/><ref-count count="52"/><page-count count="10"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Neonatology</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Congenital anomalies are a significant burden on global health, causing substantial morbidity and mortality in early life (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). They are described as abnormalities of either structure or function that develop during intrauterine life and can be detected during pregnancy, at birth, or occasionally later in infancy. Congenital anomalies may appear as malformations, deformations, disruptions, sequences, dysplasias, or variants, each with distinct characteristics and root causes (<xref ref-type="bibr" rid="B3">3</xref>). Although the exact etiology of around half of congenital anomalies is unknown, known causes include chromosomal abnormalities, single gene errors, multifactorial inheritance, environmental teratogens, and micronutrient shortages (<xref ref-type="bibr" rid="B4">4</xref>). Even though the under-5 death rate is declining, congenital defects continue to be a major cause of neonatal and under-5 deaths (<xref ref-type="bibr" rid="B4">4</xref>). Congenital abnormalities have a substantial impact on mortality in Europe; they are responsible for up to 49&#x0025; of deaths in children aged 1&#x0025;&#x2013;9&#x0025; and 71&#x0025; of deaths in neonates (<xref ref-type="bibr" rid="B5">5</xref>). Furthermore, Congenital abnormalities are a major burden in low-income nations; they account for 2.8&#x0025; of neonatal admissions and 8.6 per 1,000 births, with a 33.2&#x0025; neonatal death rate (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Congenital anomalies cause long-lasting disability and health problems. These conditions can lead to extended hospital stays, recurrent infections, neurological and psychological issues, and the need for significant surgical intervention. As other causes of death among children under five declines, the burden of congenital anomalies is increasing. This underscores the importance of improved prenatal care, screening, and nutrition for pregnant women (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>The US Public Health Service advised daily folic acid supplementation with 0.4&#x2005;mg for all women who potentially become pregnant when persistent evidence of the protective benefit of folic acid supplementation against NTDs appeared (<xref ref-type="bibr" rid="B8">8</xref>). International recommendations advise women to take 0.4&#x2005;mg of folic acid supplements from the time they are trying to conceive (at least 4 weeks) until 12 weeks into their pregnancy (<xref ref-type="bibr" rid="B4">4</xref>). Many women still do not take the recommended folic acid supplements during pregnancy, especially those from lower socioeconomic backgrounds, despite legislation in various nations regarding this matter (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>The need for micronutrients increases substantially during pregnancy, but they become particularly crucial in the first trimester when organogenesis is most active (<xref ref-type="bibr" rid="B11">11</xref>). The growth and development of the fetus are impacted by the nutritional status both before and after conception, and deficits raise the chance of birth abnormalities (<xref ref-type="bibr" rid="B12">12</xref>). Along with iron (<xref ref-type="bibr" rid="B13">13</xref>), iodine (<xref ref-type="bibr" rid="B14">14</xref>), and vitamin D (<xref ref-type="bibr" rid="B15">15</xref>), folate deficiency is one of the most prevalent micronutrient deficits among women in reproductive age (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Both experimental and observational studies have shown the efficacy of folic acid supplementation throughout periconception and pregnancy in lowering the risk of neural-tube abnormalities in offsprings (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Besides, numerous studies have investigated the potential links between folic acid and multivitamins and other birth defects, including urinary tract defects, congenital heart defects, limb reduction defects, and other structural developmental anomalies (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>). However, based on our current understanding, the overall impact of folic acid intake on congenital anomalies has not been thoroughly explored in prior research. Hence, the aim of this systematic review and meta-analysis is to assess the pooled influence of folic acid consumption on congenital abnormalities.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Methods</title>
<sec id="s2a"><title>Reporting of the findings and review registration</title>
<p>The current systematic review and meta-analysis were reported using Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines (<xref ref-type="bibr" rid="B22">22</xref>) (<xref ref-type="sec" rid="s11">Supplementary File S1</xref>). Using the registration ID CRD42024511508, the review protocol was registered in PROSPERO.</p>
</sec>
<sec id="s2b"><title>Searching techniques</title>
<p>We conducted a thorough search across numerous databases, including African Journals Online, Web of Science, Google Scholar, Hinary, PubMed/MEDLINE, Science Direct and PubMed Central, until December 30, 2023. We even perused the articles&#x0027; reference lists that we could find. Using phrases from the Medical Subject Heading, we conducted the primary search on PubMed. We searched all of the databases for the same information, then we utilized Google and Google Scholar to get any additional information (<xref ref-type="sec" rid="s11">Supplementary File S2</xref>).</p>
</sec>
<sec id="s2c"><title>Inclusion and exclusion criteria</title>
<p>This analysis includes all observational studies (cross-sectional, cohort and case-control) that described how congenital anomalies were impacted by folic acid intake. This meta-analysis employed the Cruds odd ratios and included studies that reported the connection using odds ratios. Exclusions from the current study included systematic reviews and meta-analyses, non-human studies, studies not disclosing the outcome of interest, conference proceedings, qualitative studies, case reports, editorial comments, and studies done in languages other than English. Furthermore, studies for which we could not identify the original data were removed since they did not offer odds ratios based on two-by-two tables.</p>
</sec>
<sec id="s2d"><title>Data extraction</title>
<p>All required data was separately extracted by two authors (NM and ESC) using a Microsoft Excel data extraction template. First author names, publication year, research sites, study time, study designs, sample size, case classification data, exposure and outcome information, and adjusted ORs/RRs with matching CIs were among the significant data that were extracted. We derived a crude estimate in cases where adjusted estimates were not available. In the event that a study did not provide an estimate of relative risk (OR), we used conventional equations to calculate ORs, RRs, and 95&#x0025; confidence intervals from the raw data that was reported in the study. Through dialogue, disagreements that arose during the data extraction process were settled, and the two authors came to a mutual understanding.</p>
</sec>
<sec id="s2e"><title>Quality evaluation</title>
<p>The quality of each study was evaluated using the JBI quality rating checklist (<xref ref-type="bibr" rid="B23">23</xref>). For cross-sectional, case control and cohort studies that reported the association of folic acid intake and congenital anomalies, an adaptation of the eight, ten and eleven-item JBI critical evaluation checklist was made respectively (<xref ref-type="sec" rid="s11">Supplementary File S3</xref>). Two reviewers (NM, ESC) assessed each study&#x0027;s quality independently using the framework. Disagreements between reviewers were settled during the quality assessment process by averaging the two reviewers&#x0027; scores. Ultimately, a study was classified as low risk if it scored five or higher on every quality evaluation criterion (<xref ref-type="bibr" rid="B24">24</xref>).</p>
</sec>
<sec id="s2f"><title>Statistical analysis</title>
<p>For additional analysis, extracted data from Microsoft Excel spreadsheets were imported into STATA/SE for Windows version 17. Using the DerSimonian (<xref ref-type="bibr" rid="B25">25</xref>) and Laird random effects meta-analysis (random effects model), the pooled odds ratio with 95&#x0025; CI of maternal folic acid uses on congenital anomalies was computed. The subgroup and sensitivity analyses were employed to confirm the potential causes of the heterogeneities among the studies that were included. Alongside the pooled estimates were their 95&#x0025; confidence intervals. Forest plots, summary tables, and text were used to display the meta-analysis results.</p>
</sec>
<sec id="s2g"><title>Publication bias and heterogeneity</title>
<p>By examining the asymmetries, publication bias was examined and confirmed at a 5&#x0025; significant level using Egger&#x0027;s regression test (<xref ref-type="bibr" rid="B26">26</xref>). The Cochrane Q statistics, the <italic>I</italic><sup>2</sup> test, and the forest plot were employed to identify study heterogeneity (<xref ref-type="bibr" rid="B27">27</xref>). The <italic>I</italic><sup>2</sup> values of 25&#x0025;, 50&#x0025;, and 75&#x0025;, respectively, were considered to have low, medium, and high heterogeneity (<xref ref-type="bibr" rid="B28">28</xref>). Heterogeneity in this study was deemed significant when the <italic>p</italic>-value was less than 0.05 and the <italic>I</italic><sup>2</sup> value was greater than 50&#x0025;. Additionally, sensitivity and sub-group analyses were used to address potential sources of significant heterogeneity.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<sec id="s3a"><title>Retrieved research</title>
<p>After conducting a preliminary search using specified databases, 509 study findings were discovered. Following the deletion of redundant results, 304 reports remained. Subsequently, 243 of these reports were excluded based on a preliminary screening of their titles and/or abstracts, as they were deemed irrelevant. This was because the majority of the papers&#x0027; titles and/or abstracts were unrelated to the current issue, and the titles and/or abstracts of the remaining studies discussed the impact of folic acid supplementation on other specific birth defects. When applying established inclusion and exclusion criteria, the researchers evaluated the full text of 61 publications, removing 22 studies that were deemed ineligible. After examining the remaining 23 articles in their entirety, 16 studies were found to be relevant to the review (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Study selection flow diagram; a figure adapted from the PRISMA group statement for this review. PRISMA, preferred reporting items for systematic reviews and meta analyses.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-12-1386846-g001.tif"/>
</fig>
</sec>
<sec id="s3b"><title>Description of included studies</title>
<p>The included articles in this systematic review and meta-analysis were published between 2011 and 2023. Nearly half of the 16 included research were carried out in Ethiopia. Specifically, 9 studies were found in Ethiopia (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>) and two studies from Tanzania (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>).The remaining studies are obtained from one in China (<xref ref-type="bibr" rid="B40">40</xref>), one in Lebanon (<xref ref-type="bibr" rid="B41">41</xref>),one in Egypt (<xref ref-type="bibr" rid="B42">42</xref>),one in Nigeria (<xref ref-type="bibr" rid="B43">43</xref>), and one in Saudi Arabia (<xref ref-type="bibr" rid="B44">44</xref>). Regarding the study designs of the included articles 8(47&#x0025;) are cross sectional (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B45">45</xref>). The remaining 6 studies are case control (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>) and three cohort studies (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>). The sample size of the included studies is ranged from 219 with the use of cross-sectional study and 660,280 with the use of cohort studies (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>A summary of the features of articles that were part of this systematic review and meta-analysis.</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="center"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Study</th>
<th valign="top" align="center">Year</th>
<th valign="top" align="center">Country</th>
<th valign="top" align="center">Study design</th>
<th valign="top" align="center">Study period</th>
<th valign="top" align="center">Sample size</th>
<th valign="top" align="center">Confounders adjusted</th>
<th valign="top" align="left">Quality</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Dong et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="center">2023</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">2017&#x2013;2020</td>
<td valign="top" align="center">17,713</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Shawky et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="center">2011</td>
<td valign="top" align="left">Egypt</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">1995&#x2013;2009</td>
<td valign="top" align="center">660,280</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Belama et al. (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="center">__</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Case &#x2013;control</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="center">387</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Birhanu et al. (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Cross sectional</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">422</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Gedamu et al. (<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Cross sectional</td>
<td valign="top" align="center">2018&#x2013;2019</td>
<td valign="top" align="center">2,218</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Getachew et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="center">2022</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Cross sectional</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="center">754</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Jemal et al. (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Case &#x2013;control</td>
<td valign="top" align="center">2020</td>
<td valign="top" align="center">418</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Abebe et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="center">2021</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Case &#x2013;control</td>
<td valign="top" align="center">2016&#x2013;2018</td>
<td valign="top" align="center">251</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Tsehay et al. (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Case &#x2013;control</td>
<td valign="top" align="center">2017&#x2013;2018</td>
<td valign="top" align="center">398</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Taye et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Case &#x2013;control</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="center">414</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Adane et al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="center">2018</td>
<td valign="top" align="left">Ethiopia</td>
<td valign="top" align="left">Cross sectional</td>
<td valign="top" align="center">2017&#x2013;2018</td>
<td valign="top" align="center">19,650</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Francine et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="left">Lebanon</td>
<td valign="top" align="left">Cross sectional</td>
<td valign="top" align="center">2009</td>
<td valign="top" align="center">1,000</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Ajao et al. (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="left">Nigeria</td>
<td valign="top" align="left">Cross sectional</td>
<td valign="top" align="center">2012&#x2013;2016</td>
<td valign="top" align="center">1,057</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Kurdi et al. (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="center">2019</td>
<td valign="top" align="left">Saudi Arabia</td>
<td valign="top" align="left">Cohort</td>
<td valign="top" align="center">2010&#x2013;2013</td>
<td valign="top" align="center">28,646</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Mashuda et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="center">2014</td>
<td valign="top" align="left">Tanzania</td>
<td valign="top" align="left">Cross sectional</td>
<td valign="top" align="center">2012&#x2013;2013</td>
<td valign="top" align="center">445</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
<tr>
<td valign="top" align="left">Kishimba (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="center">2015</td>
<td valign="top" align="left">Tanzania</td>
<td valign="top" align="left">Case -control</td>
<td valign="top" align="center">2011&#x2013;2012</td>
<td valign="top" align="center">400</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Low risk</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3c"><title>Quality evaluation</title>
<p>The JBI quality appraisal standards were utilized to assess the quality of all the studies that were included. A total of 16 papers were assessed using the evaluation checklist for cross-sectional, case-control, and cohort studies. This checklist comprises eight, ten, and eleven questions respectively, and the responses to these questions are categorized as yes, no, uncertain, or not applicable. The quality evaluation grade for each study was determined by employing the JBI descriptors for each item. Consequently, the quality scores of the studies ranged from seven to ten. Thus, it is highly unlikely that any of the studies would be of poor quality (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B44">44</xref>) (<xref ref-type="sec" rid="s11">Supplementary File S4</xref>).</p>
</sec>
<sec id="s3d"><title>Effect of folic acid intake on congenital anomalies</title>
<p>In the random effects model, the pooled relative risk of congenital anomalies for children born to mothers who took folic acid was 0.23 (0.16, 0.32) higher than for children born to mothers who did not take folic acid. Overall, the results of this systematic review and meta-analysis show that taking supplements of folic acid prior to conception (at least 4 weeks) and during pregnancy until 12 weeks significantly reduces the risk of congenital anomalies by 77&#x0025; (OR, 0.23; CI, 0.16&#x2013;0.32) (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>).</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>The forest plot of the 16 studies that are included shows the link between folic acid intake and congenital anomalies. The bars show the appropriate 95% CIs, and the size of the square is proportionate to the accuracy of the study-specific effect estimates. The width of the diamond represents the relevant 95% CI, and the diamond is centered on the summary effect size of all included studies.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-12-1386846-g002.tif"/>
</fig>
</sec>
<sec id="s3e"><title>Heterogeneity and publication bias</title>
<p>Because of the significant heterogeneity among the included studies (<italic>I</italic><sup>2</sup>&#x2009;&#x003D;&#x2009;87.38&#x0025;, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), the pooled odds ratio was calculated using the random effect model. Egger&#x0027;s regression test and the funnel plot were used to investigate the potential causes of the increased heterogeneity. The funnel plot was determined to be asymmetrical, and the Egger&#x0027;s regression test objectively confirmed this by showing that the bias <italic>p</italic>-value was <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 and the funnel plot was statistically significant (<xref ref-type="fig" rid="F3">Figure 3A</xref>).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>(<bold>A</bold>) A funnel plot with a pseudo 95&#x0025; confidence limit used to test for publication bias. (<bold>B</bold>) A funnel plot with a pseudo 95&#x0025; confidence limit after a trim-and-fill analysis in which seven studies have been imputed.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-12-1386846-g003.tif"/>
</fig>
<p>A trim and fill study was then conducted. After adding the seven studies, the trim and fill analysis yielded a pooled prevalence of 0.14 (95&#x0025; CI: 0.11&#x2013;0.20) and it was discovered that seven imputed studies may be the source. We had filled in two trials using the run L0 estimate. Besides, a funnel plot based on trim fill analysis was created (<xref ref-type="fig" rid="F3">Figure 3B</xref>).</p>
<p>Additionally, subgroup and sensitivity analyses were conducted to investigate the potential sources of heterogeneity. Nevertheless, heterogeneity persisted high within the subgroup estimates (<xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>). The sensitivity analysis also suggested that no single study was responsible for this significant heterogeneity (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>Subgroup analysis based on study design. ES, Effect size.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-12-1386846-g004.tif"/>
</fig>
<fig id="F5" position="float"><label>Figure 5</label>
<caption><p>Sensitivity analysis of the effect of folic acid intake and congenital anomalies using metaplot and metaninf STATA command respectively.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-12-1386846-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>By integrating investigations conducted between 2011 and March 2023, this comprehensive meta-analysis, to the best of our understanding, represents an exhaustive scholarly endeavor that delineated the cumulative impact of maternal supplementation of folic acid on the occurrence of congenital anomalies. It was determined that folic acid supplementation substantially diminished the prevalence of congenital anomalies in the offspring, as evidenced by the overall and majority of the subgroup analysis findings of the present systematic review and meta-analysis (OR, 0.23; CI, 0.16&#x2013;0.32). The outcomes of this systematic review and meta-analysis revealed that the vulnerability to various forms of birth defects might be reduced by 77&#x0025; through the administration of folic acid supplements immediately prior to and during the initial trimester of pregnancy.</p>
<p>Vitamin B9, or folic acid, is a water-soluble vitamin that is essential to the body. It is crucial during times of fast growth, such as infancy, adolescence, and pregnancy, as it plays a role in the synthesis of DNA and RNA, the body&#x0027;s genetic material (<xref ref-type="bibr" rid="B46">46</xref>). Folate deficiency plays in atherosclerotic cardiovascular disease, neurological and neuropsychiatric disorders, congenital defects, and carcinogenesis. Folate has been identified as having great potential to prevent a wide range of disorders through folate supplementation (<xref ref-type="bibr" rid="B47">47</xref>).</p>
<p>Through a number of different processes, folate deprivation during pregnancy can raise the chance of congenital abnormalities. First and foremost, folate is essential for the synthesis and repair of DNA, as well as for healthy cell division and tissue development throughout the embryonic stage (<xref ref-type="bibr" rid="B48">48</xref>). A folate deficit can cause disruptions in DNA synthesis and repair systems, which can increase susceptibility to genetic mutations and cause genomic instability. This can have an impact on the development of different organs and tissues. Furthermore, through its effects on histone modifications, microRNA expression, and DNA methylation patterns, folate plays a critical role in epigenetic control (<xref ref-type="bibr" rid="B49">49</xref>). Gene expression patterns related to organogenesis, tissue differentiation, and embryonic development can be dysregulated by a folate deficit. The development of congenital anomalies like heart problems, limb abnormalities, and facial dysmorphisms can be facilitated by these changes in gene expression profiles, which can interfere with normal developmental processes (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>).</p>
<p>Moreover, oxidative stress and inflammation brought on by a folate shortage are linked to the pathophysiology of congenital abnormalities (<xref ref-type="bibr" rid="B47">47</xref>). Because folate plays a crucial role in the metabolism of homocysteine, a lack of it can raise homocysteine levels, which can cause oxidative damage to tissues and cells. Through apoptosis induction, tissue morphogenesis impairment, and interference with cellular signaling pathways, oxidative stress and inflammation can cause developmental disruptions in embryos. Furthermore, a lack of folate has a negative effect on neurodevelopment, which is necessary for healthy neuronal migration, proliferation, and differentiation. A lack of folate can cause abnormalities in the development of the brain, which can lead to congenital malformations such hydrocephalus, microcephaly, and intellectual impairments (<xref ref-type="bibr" rid="B46">46</xref>). These complex pathways demonstrate the extensive effects of folate deprivation on the development of the embryo and the elevated risk of congenital defects.</p>
<p>As previously discussed, there is a higher chance of birth abnormalities in children born to pregnant mothers who do not get enough folic acid. Doses of folic acid supplements for pregnant mothers usually vary based on personal health status, food consumption, and particular physician advice. Nonetheless, the standard recommendation for all pregnant mothers is to take a 400&#x2013;800&#x2005;microgram (mcg) prenatal vitamin every day, ideally beginning at least one month before to conception and continuing through the first trimester of pregnancy (<xref ref-type="bibr" rid="B52">52</xref>). Besides, Centers for Disease Control and Prevention (CDC) advises all women of reproductive age to take 400&#x2005;mcg of folic acid daily from dietary supplements or fortified meals. The CDC recommends that pregnant women take 600&#x2005;micrograms of folic acid each day in the form of supplements in addition to eating foods high in folate.</p>
<p>This systematic review and meta-analysis possess inherent limitations, akin to any other study. Consequently, it is imperative to consider these limitations when analyzing the data. The initial constraint of this review was its restriction to English articles or reports, which means that findings from publications in different languages could potentially influence our own findings.</p>
<p>Moreover, the expected report may be impacted by the diversity in study designs, sample sizes, study locations, and publication years. Thus, the interpretation of these study findings should take into account this variability.</p>
<p>Furthermore, the assessment encompassed investigations from a limited number of nations due to the scarcity of available data on the correlation between congenital malformations and congenital anomalies. The study&#x0027;s strength was the greatest effort made to locate papers from various databases and grey literatures, as well as the thorough analysis carried out to compute pooled estimates.</p>
<p>Inconclusion, according to the current systematic review and meta-analysis, there is a significant correlation between maternal folic acid supplementation and the risk of congenital anomalies. The risk is lowered by 77&#x0025; for those who take folic acid. Furthermore, research indicates that a substantial proportion of reproductive-age women, especially those in underdeveloped nations, may not use or consume foods enriched with folic acid. Therefore, we advise the implementation of a large-scale cohort study to examine the impact of maternal periconceptional folic acid supplementation on the incidence of different forms of congenital anomalies in mothers residing in low-income communities or nations.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8" sec-type="author-contributions"><title>Author contributions</title>
<p>NM: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Project administration, Software, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. ES: Conceptualization, Investigation, Methodology, Software, Supervision, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. RA: Conceptualization, Data curation, Formal Analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MZ: Methodology, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AG: Formal Analysis, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MB: Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NK: Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. DA: Methodology, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AD: Methodology, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. EA: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. FD: . ZA: . ST: Conceptualization, Methodology, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>Authors of the included studies in this systematic review and meta-analysis are highly acknowledged.</p>
</ack>
<sec id="s10" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="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.2024.1386846/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2024.1386846/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material id="SD1" content-type="local-data">
<media mimetype="application" mime-subtype="pdf" xlink:href="Datasheet1.pdf"/>
</supplementary-material>
<supplementary-material id="SD2" content-type="local-data">
<media mimetype="application" mime-subtype="pdf" xlink:href="Datasheet2.pdf"/>
</supplementary-material>
<supplementary-material id="SD3" content-type="local-data">
<media mimetype="application" mime-subtype="pdf" xlink:href="Datasheet3.pdf"/>
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<supplementary-material id="SD4" content-type="local-data">
<media mimetype="application" mime-subtype="pdf" xlink:href="Datasheet4.pdf"/>
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