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<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1507446</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Policy and Practice Reviews</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>National strategies for screening neural tube defects in Saudi Arabia: activating prevention and early intervention</article-title>
</title-group>
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<contrib contrib-type="author">
<name>
<surname>AlEissa</surname>
<given-names>Mariam</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>
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<surname>Hakami</surname>
<given-names>Wejdan</given-names>
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<contrib contrib-type="author">
<name>
<surname>Dimopoulos</surname>
<given-names>Andreas</given-names>
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<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Abdul Rab</surname>
<given-names>Saleha</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<surname>Alsaadoun</surname>
<given-names>Noor</given-names>
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<surname>Jazieh</surname>
<given-names>Cham</given-names>
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<surname>Ateq</surname>
<given-names>Khadijah</given-names>
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<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<surname>Alhusseini</surname>
<given-names>Noara</given-names>
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<aff id="aff1"><sup>1</sup><institution>Department of Epidemiology and Biostatistics, College of Medicine, Alfaisal University</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Public Health Lab, Public Health Authority (Saudi Arabia)</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff3"><sup>3</sup><institution>Research Department, King Khaled Eye Specialist Hospital</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Computational Sciences Department at the Centre for Genomic Medicine (CGM), King Faisal Specialist Hospital and Research Centre</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff5"><sup>5</sup><institution>Division of Pediatric Neurology, Department of Pediatrics, Prince Sultan Military Medical City</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff6"><sup>6</sup><institution>College of Law, Alfaisal University</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff7"><sup>7</sup><institution>Research Office, King Abdullah International Medical Research Center (KAIMRC)</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/982131/overview">Mohamed A. Elmonem</ext-link>, Cairo University, Egypt</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/46212/overview">Mario Ganau</ext-link>, Oxford University Hospitals NHS Trust, United Kingdom</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/524286/overview">Lambertus Petrus Van Den Heuvel</ext-link>, Radboud University Medical Centre, Netherlands</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Khadijah Ateq, <email>alqarnikh90@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="ecorrected">
<day>13</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1507446</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 AlEissa, Hakami, Dimopoulos, Abdul Rab, Alsaadoun, Asim, Jazieh, Ateq and Alhusseini.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>AlEissa, Hakami, Dimopoulos, Abdul Rab, Alsaadoun, Asim, Jazieh, Ateq and Alhusseini</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Neural tube defects (NTDs) are serious congenital anomalies affecting the brain and spinal cord. Despite widespread folic acid supplementation and food fortification programs, regions such as Saudi Arabia have not experienced a proportional decline in NTD prevalence. This narrative review evaluates the multifactorial contributors to NTDs, focusing on the effectiveness of current prevention and screening strategies both globally and within Saudi Arabia.</p>
</sec>
<sec id="sec2">
<title>Materials and methods</title>
<p>A comparative methodology guided this review, drawing from studies published between 2000 and 2024 sourced from PubMed, Scopus, and the WHO library. Keywords included &#x201C;neural tube defects,&#x201D; &#x201C;folic acid supplementation,&#x201D; &#x201C;screening programs,&#x201D; and &#x201C;food fortification.&#x201D; While not a systematic review, PRISMA principles were loosely followed to ensure study relevance and rigor.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Globally, countries like the United States, Canada, Chile, and Australia have implemented mandatory folic acid fortification and reported NTD reductions ranging from 19 to 78%. South Africa, for example, achieved a 66% decline in NTD-related deaths post-fortification. In Saudi Arabia, similar initiatives have been launched, including folic acid campaigns and food fortification. However, national-level data evaluating their impact remains sparse. Regional disparities in implementation, awareness, and access have limited the success of these measures. Although 80.1% of Saudi women reportedly understand the preventive role of folic acid, uptake and proper timing of supplementation remain inconsistent. Screening services, particularly in rural areas, are not uniformly accessible, reducing early detection rates. Unlike countries such as Australia and Chile, Saudi Arabia lacks a standardized system for tracking and evaluating NTD outcomes.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>This review concludes that while Saudi Arabia has adopted commendable preventive strategies, the absence of comprehensive data, policy enforcement, and public education limits their effectiveness. Strengthening national monitoring systems, ensuring equitable access to screening, and enforcing mandatory fortification policies modelled on successful international practices are critical. Adopting evidence-based policies supported by robust evaluation frameworks will be essential to reducing the burden of NTDs and improving maternal and child health outcomes in Saudi Arabia.</p>
</sec>
</abstract>
<kwd-group>
<kwd>neural tube defect</kwd>
<kwd>NTD</kwd>
<kwd>genetic screening</kwd>
<kwd>food fortification</kwd>
<kwd>Saudi Arabia</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="99"/>
<page-count count="9"/>
<word-count count="8780"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Health and Nutrition</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec5">
<title>Background</title>
<p>Neural tube defects are prevalent birth anomalies caused by early developmental abnormalities in the formation of the brain and spinal cord (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). These defects happen between 21 and 28 days after conception when the neural folds fail to join in the middle to form the neural tube (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). Key neural tube defects include spina bifida, meningocele, myelomeningocele, encephalocele, anencephaly, caudal regression syndrome, tethered cord, and syringomyelia (<xref ref-type="bibr" rid="ref5">5</xref>). The severity of motor, sensory impairments, and incontinence in NTDs depends on the level of damage. It can also be linked to brain issues like Chiari II malformation, hydrocephalus, abnormal brain cell positioning, and underdevelopment of structures like the corpus callosum and cranial nerve centers (<xref ref-type="bibr" rid="ref6">6</xref>). Children with NTDs require ongoing care from a team of experts. This team should include specialists in neonatology, pediatric neurology, neurosurgery, urology, pediatric orthopedics, and physical medicine (<xref ref-type="bibr" rid="ref7">7</xref>). These conditions not only lead to significant morbidity and mortality but also cause immense psychological and financial stress on families and communities (<xref ref-type="bibr" rid="ref8">8</xref>).</p>
<sec id="sec6">
<title>Risk factors</title>
<p>Several factors, including nutrition, increase the risk of NTDs. A key risk is a lack of folate (B9) in the mother before and during early pregnancy (<xref ref-type="bibr" rid="ref9">9</xref>). Research shows that low folate levels, measured in red blood cells, are a major cause of NTDs (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Studies show that a 5&#x2013;6 per 10,000 live births NTD rate is achieved in countries with successful large-scale folic acid food fortification programs (<xref ref-type="bibr" rid="ref11">11</xref>). Vitamins B2, B6, B12, choline, betaine, and n-3 fatty acids can lower NTD risk by affecting the one-carbon metabolism pathway (<xref ref-type="bibr" rid="ref12">12</xref>). Genetic factors, such as mutations in the methylenetetrahydrofolate reductase (MTHFR) gene, increase the risk of NTDs (<xref ref-type="bibr" rid="ref13">13</xref>). Maternal folate receptor antibodies, which block folate transfer from mother to fetus, can disrupt folate transport and affect neural tube development, increasing the risk of NTDs (<xref ref-type="bibr" rid="ref14">14</xref>). Infectious diseases like malaria and certain drugs, including thalidomide, methotrexate, anti-seizure medications, and some antimalarials, increase the risk of NTDs (<xref ref-type="bibr" rid="ref7">7</xref>). Metabolic disorders like diabetes before pregnancy and phenylketonuria can also cause NTDs (<xref ref-type="bibr" rid="ref15">15</xref>). Exposure to chemicals like solvents, arsenic, pesticides, paints, radiation, and toxic metals such as mercury and lead increases the risk of NTDs (<xref ref-type="bibr" rid="ref7">7</xref>). Both a lack of manganese and too much manganese can be harmful to the fetus (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
</sec>
<sec id="sec7">
<title>Method</title>
<p>This review presents a narrative synthesis of literature retrieved from PubMed, Scopus, and the WHO databases, following PRISMA guidelines. Predefined keywords were utilized to narrow the search to NTD, screening, folic acid, and policy. Inclusion for the paper selected was limited to articles published between 2000 and 2024 and peer-reviewed in English. This paper focuses on raising folate levels in the population to lower the risk of NTDs. It will:<list list-type="order">
<list-item>
<p>Analyze the issue using the most recent global data on folate levels in women of reproductive age and rates of NTDs</p>
</list-item>
<list-item>
<p>Summarize current interventions and identify areas for improvement.</p>
</list-item>
</list></p>
<p>Suggest policies that a nation could include in its strategic plan for controlling folate insufficiency and folic acid-responsive neural tube defects, ultimately leading to improved health outcomes for women and children</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<title>Results</title>
<sec id="sec9">
<title>The impact of NTD on public health</title>
<sec id="sec10">
<title>NTDs&#x2019; global and local burden on healthcare</title>
<p>NTDs are a major cause of infant death and disability, affecting around 300,000 newborns each year worldwide, with rates as high as 199.4 per 10,000 births. These conditions possess a public health issue of global significance, with prevalence rates that seem uninfluenced by a country&#x2019;s economic status or level of development (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>).</p>
</sec>
<sec id="sec11">
<title>Folate status estimation</title>
<p>To determine one&#x2019;s folate status, the most often utilized indicators are RBC and serum/plasma folate levels. Serum or plasma folate shows short-term folic acid intake, while red blood cell folate reflects long-term consumption (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>). When assessing the folate status of a population, the RBC folate level is preferable. The WHO advocates measuring RBC folate using a harmonized Microbiological Assay (MBA) to obtain consistent, dependable findings throughout time and regions (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). A deficiency in folate raises the risk of megaloblastic anemia, with serum folate levels below 7&#x202F;nmol/L and RBC folate levels below 227&#x202F;nmol/L serving as the cut-off thresholds (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Increased cut-off levels are necessary to offer optimal protection against folate-dependent NTDs because higher folate concentrations are required to promote immediate cell division at neural tube closure (<xref ref-type="bibr" rid="ref7">7</xref>). Folate deficiency is defined as having folate levels below this threshold. The WHO recommends an RBC folate level of 906&#x202F;nmol/L (or 748&#x202F;nmol/L with a different calibrator) as the key protective level against NTDs. Folate levels are directly related to the risk of NTDs (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref19">19</xref>, <xref ref-type="bibr" rid="ref20">20</xref>).</p>
</sec>
<sec id="sec12">
<title>Folate levels in women of childbearing age</title>
<p>Worldwide, data are scarce addressing folate status. A recent systematic analysis listed every country-specific survey published between 2000 and 2014 that indicated a global folate deficiency or insufficiency. Over 70% of the accessible data showed high- or upper-middle-income nations. The majority of nations had greater than 40% prevalence of folate insufficiency. This review exposed many gaps in our knowledge of folate status all over the world. They were lacking in information about folate insufficiency, heterogeneous laboratory methods used (only 10 surveys measured RBC folate using the recommended harmonized MBA), and a scarcity of data [only 39 countries completed 45 surveys total for this evaluation during the study period (<xref ref-type="bibr" rid="ref21">21</xref>)].</p>
</sec>
<sec id="sec13">
<title>NTD&#x2019;S prevalence</title>
<p>The prevalence of NTD has proven to be challenging to estimate and frequently imprecise, underestimating the actual value. There are several reasons for this challenge; for example, the majority of countries lack adequate birth defect surveillance systems that include data on stillbirths and abortions. Most recent estimates of NTD prevalence come from a thorough study by Blencowe et al. (<xref ref-type="bibr" rid="ref22">22</xref>), which determined global prevalence based on published literature and national birth registries. In 2015, there were about 260,100 new NTD cases worldwide, with 117,900 (75%) leading to death in children under five, mostly in low- and middle-income countries (LMIC). The authors reported these NTD rates per 10,000 live births without folic acid fortification: Sub-Saharan Africa (15.27), Southern Asia (31.96), East Asia (19.44), and Northern Africa and Western Asia (17.45) (<xref ref-type="bibr" rid="ref22">22</xref>).</p>
<p>In Saudi Arabia, NTDs occur in about 1 in 1,000 births (<xref ref-type="bibr" rid="ref23">23</xref>). Although this is lower than the global average of 1 in 1,500 births, it is higher than in some developed countries, like the United States, where the rate is 1 in 2,500 births (<xref ref-type="bibr" rid="ref24 ref25 ref26">24&#x2013;26</xref>), <xref ref-type="table" rid="tab1">Table 1</xref>. Uncovering the factors behind this regional discrepancy is crucial for targeted public health interventions.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Fortification policy and impact: comparative overview of neural tube defect prevention strategies across select countries.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Country</th>
<th align="left" valign="top">Fortification policy</th>
<th align="center" valign="top" colspan="2">NTD prevalence (Before/After)</th>
<th align="left" valign="top">Policy features</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">USA (<xref ref-type="bibr" rid="ref48">48</xref>)</td>
<td align="left" valign="top">Mandatory since 1998.</td>
<td align="center" valign="top">~10 per 10,000</td>
<td align="center" valign="top">~7 per 10,000</td>
<td align="left" valign="top">Broad national coverage, early implementation</td>
</tr>
<tr>
<td align="left" valign="top">Canada (<xref ref-type="bibr" rid="ref31">31</xref>)</td>
<td align="left" valign="top">Mandatory</td>
<td align="center" valign="top">~14 per 10,000</td>
<td align="center" valign="top">~7.6 per 10,000</td>
<td align="left" valign="top">Strong monitoring and enforcement</td>
</tr>
<tr>
<td align="left" valign="top">Chile (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="top">Mandatory wheat flour fortification</td>
<td align="center" valign="top">~17 per 10,000</td>
<td align="center" valign="top">~10 per 10,000</td>
<td align="left" valign="top">Regional campaigns supported by legislation</td>
</tr>
<tr>
<td align="left" valign="top">Costa Rica (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="left" valign="top">Mandatory</td>
<td align="center" valign="top">~15 per 10,000</td>
<td align="center" valign="top">~8 per 10,000</td>
<td align="left" valign="top">Integrated surveillance and health education</td>
</tr>
<tr>
<td align="left" valign="top">South Africa (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="left" valign="top">Fortification of maize and wheat</td>
<td align="center" valign="top">~11 per 10,000</td>
<td align="center" valign="top">~3.7 per 10,000</td>
<td align="left" valign="top">Cost&#x2013;benefit justified, strong rural outreach</td>
</tr>
<tr>
<td align="left" valign="top">Australia (<xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref97">97</xref>)</td>
<td align="left" valign="top">Mandatory fortification (2009)</td>
<td align="center" valign="top">~12.8 per 10,000</td>
<td align="center" valign="top">~8.7 per 10,000</td>
<td align="left" valign="top">Significant drop after 2009; national monitoring</td>
</tr>
<tr>
<td align="left" valign="top">Japan (<xref ref-type="bibr" rid="ref98">98</xref>)</td>
<td align="left" valign="top">Voluntary folic acid fortification</td>
<td align="center" valign="top">~6 per 10,000</td>
<td align="center" valign="top">~5.9 per 10,000</td>
<td align="left" valign="top">Minimal reduction; fortification not mandatory</td>
</tr>
<tr>
<td align="left" valign="top">Saudi Arabia (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>)</td>
<td align="left" valign="top">Fortification&#x202F;+&#x202F;awareness campaigns</td>
<td align="center" valign="top">~15 per 10,000</td>
<td align="center" valign="top">~10 per 10,000</td>
<td align="left" valign="top">Mixed coverage, knowledge-use gap, urban-focused</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec14">
<title>Economic status</title>
<p>Neural tube defects (NTDs) can have significant economic impacts on affected individuals, families, and society. The financial cost of NTDs is high. The medical expenses associated with diagnosing, treating, and managing NTDs can be substantial (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref28">28</xref>). This includes expenses related to prenatal screening, diagnostic tests (such as ultrasound and amniocentesis), surgeries (such as corrective procedures for spinal defects), hospitalizations, medications, and ongoing medical care. It may also include physical, speech, and occupational therapy, mobility aids, assistive devices, and other treatments for physical and cognitive needs (<xref ref-type="bibr" rid="ref27">27</xref>). In the USA, the estimated annual medical costs per patient with NTD were ($51,574 in 2003), and for spina bifida, they ranged from ($11,061 in 1993) to ($65,177 in 2003). For treating patients with spina bifida, the Spanish Social Security system paid medical costs of ($2,734 or $2,953,138 in 1988) per year per person annually. This financial burden would decrease if the incidence and prevalence of NTDs decreased (<xref ref-type="bibr" rid="ref29">29</xref>). Countries with higher income levels typically have more prevalent systems for monitoring neural tube defects. There was a lack of data from countries in Africa and Southeast Asia (<xref ref-type="bibr" rid="ref30">30</xref>).</p>
</sec>
<sec id="sec15">
<title>Large-scale food fortification (LSFF)</title>
<p>Many countries have made folic acid fortification in staple foods mandatory because it helps reduce the risk of NTDs in pregnancies (<xref ref-type="bibr" rid="ref31">31</xref>). Programs in China, the U. S., Canada, Costa Rica, South Africa, and Chile have shown that folic acid can reduce NTD rates to as low as 5&#x2013;6 per 10,000 pregnancies (<xref ref-type="bibr" rid="ref31">31</xref>). A study showed food fortification is generally cost-effective, with a return of 17.5:1 for each monetary unit spent (<xref ref-type="bibr" rid="ref32">32</xref>). Large-scale food fortification (LSFF) aims to improve public health by boosting nutrient intake without changing regular food habits (<xref ref-type="bibr" rid="ref32">32</xref>). In 2023, the WHO adopted a plan to accelerate efforts to prevent micronutrient deficiencies and NTDs through food fortification, urging countries to base decisions on public health needs and regular monitoring (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
<p>When implemented properly by governments, large-scale food fortification (LSFF) can significantly improve public nutrition (<xref ref-type="bibr" rid="ref34">34</xref>). Research is needed to fully understand its health impacts (<xref ref-type="bibr" rid="ref34">34</xref>). LSFF combined with folic acid has successfully increased folate levels in women of reproductive age and reduced the prevalence of NTDs, particularly in low- and middle-income countries (LMICs) (<xref ref-type="bibr" rid="ref35">35</xref>). Countries like Costa Rica, Brazil, Mexico, and South Africa have seen reductions in NTDs by 30&#x2013;59% after fortifying foods like wheat, maize, and rice with folic acid (<xref ref-type="bibr" rid="ref36 ref37 ref38 ref39 ref40 ref41 ref42 ref43">36&#x2013;43</xref>). However, despite mandatory supplementation, China still has a high NTD prevalence (<xref ref-type="bibr" rid="ref44">44</xref>).</p>
<p>Australia&#x2019;s experience shows that NTD rates dropped significantly after mandatory fortification was introduced in 2009 (<xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>). Before that, only voluntary fortification had a smaller impact (<xref ref-type="bibr" rid="ref46">46</xref>). In the U.S., mandatory folic acid fortification began in 1998 to ensure women of childbearing age received adequate folate, helping reduce NTD rates (<xref ref-type="bibr" rid="ref47">47</xref>). However, many countries, especially in Asia and Europe, still lack mandatory folic acid fortification, leading to higher rates of spina bifida (<xref ref-type="bibr" rid="ref48">48</xref>). Data from South Africa, Argentina, and Costa Rica show a significant reduction in NTD-related deaths following mandatory fortification, with decreases of 66, 68, and 71%, respectively (<xref ref-type="bibr" rid="ref38">38</xref>, <xref ref-type="bibr" rid="ref39">39</xref>, <xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref48">48</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec16">
<title>Discussion</title>
<sec id="sec17">
<title>Health interventions and strategies for prevention</title>
<sec id="sec18">
<title>Variation in diet</title>
<p>Folate is present in foods such as leafy green vegetables, beans, lentils, broccoli, avocado, nuts, seeds, fruits, and animal products like eggs and liver. It can be hard to get the recommended daily folate from food alone, though nutrition education should highlight folate-rich foods and their benefits. Current folic acid guidelines include the folate from a healthy diet (<xref ref-type="bibr" rid="ref49">49</xref>).</p>
</sec>
<sec id="sec19">
<title>Oral folic acid supplementation for periconceptional primary prevention</title>
<p>Women planning a pregnancy are advised by the CDC, Institute of Medicine, and US Preventive Services Task Force to take 400&#x2013;800&#x202F;&#x03BC;g of folic acid daily, beginning 4&#x202F;weeks before conception and continuing through the first trimester (<xref ref-type="bibr" rid="ref50">50</xref>). A systematic review of clinical trials involving 7,391 women found that folate supplements taken before conception can prevent up to 70% of NTDs (<xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref52">52</xref>). Women taking anticonvulsants or those with diabetes are recommended to take 5,000&#x202F;&#x03BC;g of folic acid daily, along with adhering to dietary guidelines (<xref ref-type="bibr" rid="ref49">49</xref>). A recent review found that folic acid fortification and supplementation programs led by governments effectively reduced NTDs. They also emphasized the importance of education and following recommendations (<xref ref-type="bibr" rid="ref31">31</xref>). Unplanned pregnancies are higher in low- and middle-income countries compared to High-Income Countries (HIC) (<xref ref-type="bibr" rid="ref53">53</xref>). Access to prenatal care may be unequal, with wealthier, more educated women, or those with a history of difficult pregnancies, more likely to seek it (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref55">55</xref>). In China, preconception folic acid use has helped decrease NTD rates from 2000 to 2017 (<xref ref-type="bibr" rid="ref29">29</xref>). However, supplementation does not effectively prevent unplanned pregnancies (<xref ref-type="bibr" rid="ref53">53</xref>).</p>
</sec>
<sec id="sec20">
<title>Oral folic acid supplementation to prevent recurring issues before conception</title>
<p>NTD recurrence means a neural tube defect happens again in a future pregnancy after it occurred in a previous one. To prevent recurrence, a daily intake of 4,000&#x202F;&#x03BC;g of folic acid, starting 1&#x202F;month prior to a planned pregnancy and continuing through the first trimester, has been highly recommended (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref57">57</xref>). A systematic study of pooled data from Great Britain, North America, and Europe finds that there is a 4% chance of recurrence after one NTD-affected pregnancy and an 11.1% risk after two previously affected pregnancies (<xref ref-type="bibr" rid="ref51">51</xref>). Four randomized trials investigating folic acid supplementation for preventing NTD recurrences demonstrated an NTD rate of 0.6% among those taking the supplement, compared to 4.1% in those who did not, indicating an 87% reduction in risk (<xref ref-type="bibr" rid="ref58">58</xref>).</p>
</sec>
<sec id="sec21">
<title>Weekly supplementation of folic acid</title>
<p>Currently, no randomized trials evaluate the effectiveness of weekly periconceptional folate supplementation in preventing neural tube defects (NTDs). However, three studies found that weekly folic acid improved folate levels, with one showing reduced NTD rates (<xref ref-type="bibr" rid="ref7">7</xref>). In one trial, 74 women (39 with prior NTD pregnancies) received 5,000&#x202F;&#x03BC;g of folic acid weekly for 3&#x202F;months, leading to significant increases in plasma and RBC folate in 90% of participants. Based on these results, a program provided free supplements to 250,000 low-income women, reducing NTD rates from 10.04 to 5.8 per 10,000 live births over 28&#x202F;months (<xref ref-type="bibr" rid="ref7">7</xref>). Another study included 114 women compared weekly doses of 2,800&#x202F;&#x03BC;g of folic acid, daily 400&#x202F;&#x03BC;g doses, and a placebo. It found that 49% of the weekly group had a protective increase in folate levels, but this was lower than the 74% in the daily 400&#x202F;&#x03BC;g group (<xref ref-type="bibr" rid="ref58">58</xref>). Another study with 331 young women (average age 18) showed that weekly 2,800&#x202F;&#x03BC;g doses raised RBC folate levels more than 400&#x202F;&#x03BC;g or no supplementation (<xref ref-type="bibr" rid="ref59">59</xref>). Women in the 2,800&#x202F;&#x03BC;g group were also seven times more likely to reach protective folate levels (RR&#x202F;=&#x202F;7.3, 95% CI: 3.9&#x2013;13.7) (<xref ref-type="bibr" rid="ref59">59</xref>).</p>
</sec>
<sec id="sec22">
<title>Educational campaigns about folic acid supplementation</title>
<p>Many women do not get enough folic acid due to a lack of awareness about its role in preventing NTDs. Prenatal counseling can help those planning pregnancies but is often overlooked (<xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref61">61</xref>). Most women learn they are pregnant around 5&#x202F;weeks, but by then, it&#x2019;s too late to start taking folic acid since the neural tube closes within 4 weeks (<xref ref-type="bibr" rid="ref61">61</xref>). From 2010 to 2014, 44% of pregnancies worldwide were unplanned, with even fewer planned in teens and women in LMICs, with limited information (<xref ref-type="bibr" rid="ref61">61</xref>). In 2015, a Safe food campaign increased awareness of folic acid from 27.5 to 60% and supplement use in women not planning pregnancy from 13 to 17% (<xref ref-type="bibr" rid="ref62">62</xref>).</p>
<p>Awareness campaigns about taking folic acid during pregnancy have been successful (<xref ref-type="bibr" rid="ref62">62</xref>). However, supplement use is still low, even among women planning pregnancies (<xref ref-type="bibr" rid="ref63">63</xref>). A study conducted in the U.S. and Canada found that only 13% of women with planned pregnancies used folic acid before conception, despite 60% planning their pregnancies (<xref ref-type="bibr" rid="ref63">63</xref>). Similarly, high-income countries show gaps in usage: 3%/77% in the UK, 14%/76% in Denmark, and 31%/80% in Norway (<xref ref-type="bibr" rid="ref64 ref65 ref66">64&#x2013;66</xref>). Barriers include young age, ethnicity, and low socioeconomic status (<xref ref-type="bibr" rid="ref67">67</xref>). Campaigns relying on printed materials or media had limited long-term impact, but healthcare-based efforts could work if supplements are accessible, especially for vulnerable women (<xref ref-type="bibr" rid="ref67">67</xref>).</p>
<p>In evolving and high-income countries such as the United States and Canada, the prevalence of neural tube defects (NTDs) reduced after introducing a mandatory folic acid fortification policy in the late 1990s led to substantial declines in reported reductions, for example in the United States the prevalence was 19&#x2013;32% and up to 46% in Canada (<xref ref-type="bibr" rid="ref31">31</xref>, <xref ref-type="bibr" rid="ref48">48</xref>). Case reductions post-fortification were observed in Costa Rica and Chile, achieving 35&#x2013;49% (<xref ref-type="bibr" rid="ref34">34</xref>) as shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>. The difference in program implementation justifies the suggested regional variation in program coverage, population-level adherence, or baseline folate deficiency. The Saudi government implemented both food fortification and supplementation campaigns, resulting in a decrease from 1.5 to 1.0 per 1,000 live births between 2000 and 2020 (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Percentage reduction in neural tube defect (NTD) prevalence following folic acid fortification across various countries.</p>
</caption>
<graphic xlink:href="fpubh-13-1507446-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar chart showing the percentage reduction of NTD in various countries. South Africa has the highest reduction around 65 percent, while Japan has the lowest close to 0 percent. Other countries include USA, Canada, Chile, Costa Rica, Australia, and Saudi Arabia with varying reductions.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec23">
<title>Health interventions and strategies for prevention: a focus on Saudi Arabia</title>
<p>Various health interventions have been introduced worldwide and in Saudi Arabia to prevent NTDs, including ultrasound, prenatal screening, and adding 400&#x202F;g of folic acid to the daily diet, which has greatly reduced NTDs in newborns (<xref ref-type="bibr" rid="ref68 ref69 ref70 ref71">68&#x2013;71</xref>). However, the recent decline in NTD rates in Saudi Arabia is thought to be due to several different factors (<xref ref-type="bibr" rid="ref70">70</xref>). A key factor in reducing NTDs in Saudi Arabia is widespread folic acid supplementation among women of reproductive age (<xref ref-type="bibr" rid="ref70">70</xref>). Additionally, fortification programs have shown significant reductions in NTD rates (<xref ref-type="bibr" rid="ref70">70</xref>). The country&#x2019;s young population also helps, as women under 25 are generally at a lower risk of having babies with NTDs compared to women over 35 (<xref ref-type="bibr" rid="ref71">71</xref>). Mothers under 25&#x202F;years face a slightly increased risk of NTDs due to behavioral factors or modifiable nutritional not biological age. These factors include low folic acid intake, unplanned pregnancies, inadequate diets, and micronutrient deficiencies, e.g., iron and vitamin B12. Further Socioeconomic challenges, education, and limited healthcare access compound these risks (<xref ref-type="bibr" rid="ref22">22</xref>, <xref ref-type="bibr" rid="ref72 ref73 ref74">72&#x2013;74</xref>), while women over 35 have a higher risk of NTDs due to age-related metabolic instability and comorbidities like obesity and diabetes (<xref ref-type="bibr" rid="ref73">73</xref>). Represented by the MOH, the government of Saudi Arabia has worked through the years on several initiatives to prevent NTDs, as illustrated in the timeline summary in <xref ref-type="table" rid="tab2">Table 2</xref> (<xref ref-type="bibr" rid="ref75 ref76 ref77 ref78 ref79 ref80 ref81 ref82 ref83">75&#x2013;83</xref>). The Saudi Ministry of Health (MoH) has worked hard to raise awareness about folic acid supplementation. Their website provides clear guidelines on daily folic acid intake: 400&#x202F;&#x03BC;g for normal-risk women before and during pregnancy (up to 12&#x202F;weeks) and 5&#x202F;mg for high-risk women (such as those on antiepileptic or antidiabetic drugs, or with a history of neural tube defects). A study by Alreshidi et al. found that 67.5% of pregnant women in Saudi Arabia received information on folic acid from their healthcare provider, and 80.1% were aware that it prevents NTDs (<xref ref-type="bibr" rid="ref84">84</xref>). The MOH has also introduced prenatal ultrasound screening and a strategy to fortify specific foods with folic acid (<xref ref-type="bibr" rid="ref77">77</xref>, <xref ref-type="bibr" rid="ref85">85</xref>). Genetic counseling is offered to couples, given the region&#x2019;s high rates of consanguinity (<xref ref-type="bibr" rid="ref75">75</xref>). Additionally, regular training for healthcare workers helps improve their ability to diagnose and manage NTDs (<xref ref-type="bibr" rid="ref86">86</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Prevent neural tube defects (NTDs) National Health Interventions in Saudi Arabia.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Intervention/Status</th>
<th align="left" valign="top">Action implemented</th>
<th align="left" valign="top">Implementing Body</th>
<th align="left" valign="top">Year Initiated</th>
<th align="left" valign="top">Impact</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Folic acid fortification/mandatory</td>
<td align="left" valign="top">Wheat flour fortified with folic acid to reduce NTD risk</td>
<td align="left" valign="top">Saudi Food and Drug Authority (SFDA) (<xref ref-type="bibr" rid="ref1">1</xref>)</td>
<td align="left" valign="top">2001</td>
<td align="left" valign="top">NTD incidence dropped from 1.9 to 0.76 per 1,000 live births (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Premarital screening program/mandatory</td>
<td align="left" valign="top">Mandatory premarital screening for thalassemia and sickle cell anemia, which often co-exist with the risk of NTD.</td>
<td align="left" valign="top">Ministry of Health (MoH) (<xref ref-type="bibr" rid="ref4">4</xref>)</td>
<td align="left" valign="top">2004</td>
<td align="left" valign="top">200,000 couples are screened annually, and the test prevents high-risk marriages (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref6">6</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">Maternal health education campaigns</td>
<td align="left" valign="top">Nationwide campaigns promote folic acid intake before and during early pregnancy.</td>
<td align="left" valign="top">MoH and regional health authorities [the Saudi Health Council (<xref ref-type="bibr" rid="ref7">7</xref>), the Public Health Authority (Weqaya) (<xref ref-type="bibr" rid="ref8">8</xref>), and the Saudi Food and Drug Authority (SFDA) (<xref ref-type="bibr" rid="ref1">1</xref>)]</td>
<td align="left" valign="top">Ongoing</td>
<td align="left" valign="top">Improved public awareness (<xref ref-type="bibr" rid="ref9">9</xref>)</td>
</tr>
<tr>
<td align="left" valign="top">NTD risk screening for antenatal</td>
<td align="left" valign="top">Ultrasound and AFP (biochemical testing) for early antenatal care</td>
<td align="left" valign="top">Primary Healthcare Centers at MoH</td>
<td align="left" valign="top">2010</td>
<td align="left" valign="top">Allows early prevention and intervention planning (<xref ref-type="bibr" rid="ref10">10</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec24">
<title>Screening initiatives for neural tube defects (NTDs) and their importance in Saudi Arabia</title>
<p>The screening for NTDs serves multiple crucial purposes. Primarily, early detection, especially of severe NTDs like anencephaly, furnishes healthcare professionals with the requisite knowledge to preempt potential complications during childbirth and the subsequent postnatal period, thereby enhancing the prognosis (<xref ref-type="bibr" rid="ref87">87</xref>, <xref ref-type="bibr" rid="ref88">88</xref>). Furthermore, an early diagnosis in the gestation period equips expectant parents with the autonomy to make informed decisions (<xref ref-type="bibr" rid="ref88">88</xref>). This could pertain to possible medical interventions or, more profoundly, considerations related to the prospective quality of life for the child (<xref ref-type="bibr" rid="ref88">88</xref>). In a broader context, these screening programs offer a treasure trove of data. Such data aids researchers in delving deeper into the prevalence of NTDs, postulating potential etiological factors, and gauging the efficacy of preventive measures, like folic acid supplementation (<xref ref-type="bibr" rid="ref89">89</xref>). From a fiscal standpoint, these screenings, when systematized, can prove to be cost-effective for the healthcare system (<xref ref-type="bibr" rid="ref90">90</xref>). The ability to detect severe NTDs early can mitigate the substantial costs associated with extended hospital stays and complex surgical procedures (<xref ref-type="bibr" rid="ref90">90</xref>). Congenital anomalies, particularly spinal cord anomalies like cystic dilatation of the ventriculus terminalis (CDVT), usually remain undiagnosed until later in adulthood. Emerging classifications underscore that most cases do not require surgical intervention, reinforcing the importance of ongoing clinical monitoring over immediate intervention or treatment (<xref ref-type="bibr" rid="ref91">91</xref>).</p>
</sec>
<sec id="sec25">
<title>Complexity and regulatory insufficiencies in screening measures for neural tube defects research in Saudi Arabia</title>
<p>Saudi Arabia operates two national screening initiatives primarily overseen by the Saudi Ministry of Health and various other government healthcare establishments (<xref ref-type="bibr" rid="ref92">92</xref>). These programs consist of the premarital screening program and the National Newborn Screening Program (<xref ref-type="bibr" rid="ref92">92</xref>). These initiatives have been implemented throughout the country, including detailed guidelines specifying the groups to be screened, the screening test locations, and the screening procedures. It is worth mentioning that both programs primarily focus on identifying genetic disorders (<xref ref-type="bibr" rid="ref93">93</xref>). They either aim to identify individuals who are carriers of these disorders or those who are affected by them before they get married, or they work to detect affected newborns in their early stages (<xref ref-type="bibr" rid="ref85">85</xref>). Dealing with the distinctive ethical dilemmas linked to screening measures and NTD-related research requires the involvement of experts to ensure appropriate oversight. In this context, the continued prenatal management of NTDs places parents in the challenging position of deciding whether to undergo fetal karyotyping and whether to proceed with or terminate the pregnancy (<xref ref-type="bibr" rid="ref86">86</xref>). These decisions can give rise to significant ethical dilemmas, as they involve complex considerations related to the potential outcomes, personal values, cultural beliefs, and medical options, all of which must be carefully weighed to make informed choices. In the Saudi Arabian context, these ethical complexities surrounding Neural Tube Defects (NTDs) and prenatal screening are further heightened due to the presence of deeply ingrained socio-cultural norms and religious beliefs. Saudi Arabia&#x2019;s society is deeply rooted in Islamic values, where healthcare practices are often intertwined with religious and cultural considerations. Decisions regarding prenatal screening, fetal karyotyping, and the continuation or termination of a pregnancy are not only influenced by medical factors but also by the ethical and moral principles dictated by Islamic teachings (<xref ref-type="bibr" rid="ref87">87</xref>). This intersection of medical science, culture, and religion presents a unique set of challenges as individuals and families navigate the ethical dimensions of these decisions while adhering to their faith and cultural traditions. Moreover, within the Saudi healthcare system, existing ethical review boards predominantly adhere to a generalized scope of ethical oversight (<xref ref-type="bibr" rid="ref87">87</xref>). These review boards evaluate the ethical aspects of medical research and healthcare practices (<xref ref-type="bibr" rid="ref87">87</xref>). However, given the specialized nature of research domains such as screening measures and NTDs, this generalized approach may fall short of providing the nuanced scrutiny necessary to address the unique ethical considerations associated with these fields (<xref ref-type="bibr" rid="ref87">87</xref>). In alignment with international ethical frameworks, the World Health Assembly is lobbying efforts to standardize screening frameworks for congenital anomalies, including NTDs. These efforts aim to promote global equity in access to screening and ensure ethical oversight in regulatory practices (<xref ref-type="bibr" rid="ref94">94</xref>).</p>
<p>As a result, there is a growing need for developing specialized ethical guidelines and oversight mechanisms that specifically cater to the intricacies of NTD-related research and prenatal screening within the Saudi healthcare context. This would ensure that ethical decisions align with international standards and the cultural and religious values deeply embedded in Saudi society. The best solution is to ensure women of reproductive age get enough folic acid in a timely, effective, fair, and affordable way. Large-scale food fortification can accomplish all of these.</p>
</sec>
<sec id="sec26">
<title>Alignment with global ethical standards and the international federation for spina bifida and hydrocephalus</title>
<p>An important ethical consideration in screening is aligning national regulations with global best practices. International guidelines like the Belmont Report, CIOMS, and the Helsinki Declaration provide frameworks for responsible research involving humans. The International Federation has also called for global action to reduce Neural Tube Defects (NTDs) and improve the rights of those with Spina Bifida and Hydrocephalus (SBH). However, preventing NTDs should not replace efforts to create inclusive societies for people with SBH. Funds for inclusion and accessibility should not be used for prevention programs. Prevention efforts must be designed carefully to avoid stigmatizing people with NTDs. Saudi Arabia, which ratified the UN Convention on the Rights of Persons with Disabilities (UNCRPD), must ensure that its NTD prevention policies respect the rights of people with SBH. Aligning with international ethical standards will improve the credibility and success of international partnerships, especially in multi-center studies on NTDs (<xref ref-type="bibr" rid="ref95">95</xref>, <xref ref-type="bibr" rid="ref96">96</xref>).</p>
</sec>
<sec id="sec27">
<title>Regulatory gaps in screening measures legislation</title>
<p>A glaring oversight in Saudi Arabia&#x2019;s regulatory setting regarding screening measures for NTD research is the lack of comprehensive, specialized legislation. Despite significant advancements in healthcare and research-related legal frameworks, Saudi Arabian law requires updated provisions tailored to the complex nuances of screening measures and NTDs. Unlike more established areas of medical research, such as oncology, where guidelines are relatively mature, screening measures in the context of NTDs suffer from a noticeable absence of codified legal standards governing informed consent, data privacy, and biological sample ownership (<xref ref-type="bibr" rid="ref77">77</xref>). Legislation should be developed and enforced by the Saudi Health Council (SHC, 2025), in collaboration with the National Committee of Bioethics (NCBE), the Public Health Authority (PHA, 2025), and the Saudi Food and Drug Authority (SFDA, 2025). To safeguard culturally appropriate, ethical, and legal principles, these institutions are best positioned to ensure alignment with international standards (<xref ref-type="bibr" rid="ref99">99</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="conclusions" id="sec28">
<title>Conclusion</title>
<p>Neural tube defects (NTDs) are serious birth defects that impact the brain and spinal cord&#x2019;s development. They can be caused by several factors, with a lack of folic acid being the most well-known risk factor. Other factors include nutrition, genetics, maternal age, health conditions, environmental influences, toxins, medications, and socioeconomic status. The Kingdom of Saudi Arabia has implemented a comprehensive food fortification program that provides multiple dietary sources of supplemental folic acid and has recognized the importance of screening for NTDs. In 2019, the Ministry of Health launched a national screening program for NTDs. The program is offered to all pregnant women, and it includes a blood test and an ultrasound scan. The screening program has been successful in identifying NTDs early on. This has allowed for early intervention, which can improve the health outcomes for affected babies. However, there is still room for improvement. The screening program is not yet available in all parts of the country, and some women are not aware of it. The Saudi government needs to continue investing in screening programs and raising awareness about NTDs. By doing so, the country can help to prevent these serious birth defects and improve the health of its citizens. In conclusion, strategically implementing folic acid supplementation starting 1&#x202F;month prior to a planned pregnancy and continuing through the first trimester is crucial, as this proven preventive measure can significantly reduce the incidence of neural tube defects. Additionally, the strategic implementation of screening initiatives for NTDs is pivotal in diminishing associated morbidity and mortality, thereby fostering an enhanced quality of life for affected individuals. Saudi Arabia&#x2019;s comprehensive approach, which integrates early detection, public awareness, and preventive interventions, demonstrates its strong commitment to advancing maternal and child health.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec29">
<title>Author contributions</title>
<p>MA: Conceptualization, Methodology, Project administration, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. WH: Conceptualization, Investigation, Methodology, Resources, Validation, Visualization, Writing &#x2013; review &#x0026; editing. AD: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Resources, Software, Validation, Writing &#x2013; original draft. SA: Conceptualization, Data curation, Investigation, Methodology, Resources, Visualization, Writing &#x2013; original draft. ZA: Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NAls: Conceptualization, Data curation, Investigation, Methodology, Resources, Visualization, Writing &#x2013; original draft. CJ: Conceptualization, Data curation, Investigation, Methodology, Resources, Software, Writing &#x2013; original draft, Formal Analysis. KA: Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Software. NAlh: Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec30">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec31">
<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 sec-type="correction-note" id="sec032">
<title>Correction note</title>
<p>This article has been corrected with minor changes. These changes do not impact the scientific content of the article.</p>
</sec>
<sec sec-type="ai-statement" id="sec32">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec33">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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