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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
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<issn pub-type="epub">1663-9812</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="publisher-id">1602976</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2025.1602976</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Efficacy of sublingual and oral vitamin B12 versus intramuscular administration: insights from a systematic review and meta-analysis</article-title>
<alt-title alt-title-type="left-running-head">Mazur et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1602976">10.3389/fphar.2025.1602976</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Mazur</surname>
<given-names>Marta</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<surname>Ndokaj</surname>
<given-names>Artnora</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<name>
<surname>Salerno</surname>
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<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<sup>5</sup>
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<sup>3</sup>
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<sup>6</sup>
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<contrib contrib-type="author">
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<sup>7</sup>
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<given-names>Florence</given-names>
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<sup>8</sup>
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<name>
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<sup>9</sup>
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<name>
<surname>Sarig</surname>
<given-names>Rachel</given-names>
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<xref ref-type="aff" rid="aff10">
<sup>10</sup>
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<surname>Ottolenghi</surname>
<given-names>Livia</given-names>
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<sup>3</sup>
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<xref ref-type="aff" rid="aff8">
<sup>8</sup>
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<aff id="aff1">
<label>1</label>
<institution>BeSSA Department &#x2013; Interdisciplinary Department of Well-being, Health and Environmental Sustainability, Sapienza University of Rome</institution>, <city>Rieti</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Department of Interdisciplinary Dentistry, Pomeranian Medical University</institution>, <city>Szczecin</city>, <country country="PL">Poland</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Department of Oral and Maxillofacial Sciences, Sapienza University of Rome</institution>, <city>Rome</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Department of Biomedical, Surgical and Dental Sciences, University of Milan</institution>, <city>Milan</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff5">
<label>5</label>
<institution>Department of Restorative, Preventive and Pediatric Dentistry, School of Dental Medicine, University of Bern</institution>, <city>Bern</city>, <country country="CH">Switzerland</country>
</aff>
<aff id="aff6">
<label>6</label>
<institution>Department of Economic Sciences, Koszalin University of Technology</institution>, <city>Koszalin</city>, <country country="PL">Poland</country>
</aff>
<aff id="aff7">
<label>7</label>
<institution>Department of Humanities, Motor Sciences and Education, Niccol&#xf2; Cusano University (UNICUSANO)</institution>, <city>Rome</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff8">
<label>8</label>
<institution>Health Systemic Process Laboratory (P2S), UR4129, University Claude Bernard Lyon 1, University of Lyon</institution>, <city>Lyon</city>, <country country="FR">France</country>
</aff>
<aff id="aff9">
<label>9</label>
<institution>Department of Histology and Embryology, Pomeranian Medical University</institution>, <city>Szczecin</city>, <country country="PL">Poland</country>
</aff>
<aff id="aff10">
<label>10</label>
<institution>Department of Oral Biology, The Goldschleger School of Dental Medicine, Gray Faculty of Medical and Health Sciences, Tel Aviv University</institution>, <city>Tel Aviv</city>, <country country="IL">Israel</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Artnora Ndokaj, <email xlink:href="mailto:artnora.ndokaj@uniroma1.it">artnora.ndokaj@uniroma1.it</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-12-19">
<day>19</day>
<month>12</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1602976</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>13</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Mazur, Ndokaj, Salerno, Vallone, Ardan, Bietolini, Carrouel, Wilk, Sarig, Ottolenghi and Bourgeois.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Mazur, Ndokaj, Salerno, Vallone, Ardan, Bietolini, Carrouel, Wilk, Sarig, Ottolenghi and Bourgeois</copyright-holder>
<license>
<ali:license_ref start_date="2025-12-19">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Vitamin B12 deficiency is a widespread condition, particularly among elderly individuals, patients with malabsorption syndromes, and those following plant-based diets. This systematic review and meta-analysis aimed to evaluate and compare the effectiveness of sublingual and oral vitamin B12 administration in comparison with intramuscular (IM) injections, both for improving serum cobalamin and reducing homocysteine levels.</p>
</sec>
<sec>
<title>Methods</title>
<p>A comprehensive search was conducted across PubMed, Scopus, and Embase up to July 2024. Eligible studies included randomised controlled trials, cohort, and case-control studies assessing B12 supplementation efficacy via oral, sublingual, or IM administration routes. Meta-analyses were performed using random-effects models. Subgroup analyses evaluated four key factors: administration route efficacy, daily dosage, age group and clinical conditions that may affect vitamin B12 metabolism (e.g., underlying pathology). Sixteen studies were included in the quantitative synthesis, comprising a total of 6,098 participants.</p>
</sec>
<sec>
<title>Results</title>
<p>Vitamin B12 supplementation was associated with a significant increase in serum cobalamin levels across all routes of administration (pooled mean difference &#x3d; &#x2b;402.6&#xa0;pg/mL; 95% CI: 293.6 to 511.5; p &#x3c; 0.001). Homocysteine levels were also significantly reduced across all groups (pooled mean difference &#x3d; &#x2212;4.83&#xa0;&#x3bc;mol/L; 95% CI: &#x2212;6.55 to &#x2212;3.11; p &#x3c; 0.001). No statistically significant differences were observed between oral, sublingual, and intramuscular (IM) routes of administration (p &#x3d; 0.270 for cobalamin levels and p &#x3d; 0.485 for homocysteine levels), nor between randomised controlled trials and observational studies (p &#x3d; 0.268 for cobalamin levels). No dose-response effect was observed (p &#x3d; 0.485), suggesting that absorption efficiency rather than dosage may be the determining factor. Subgroup analyses by age and clinical conditions (e.g., gastrectomy, unspecified deficiency) revealed comparable efficacy across populations. However, heterogeneity was substantial (I<sup>2</sup> &#x3e; 80% in most comparisons), and Egger&#x2019;s test indicated potential publication bias. Given the high heterogeneity, further studies are needed to confirm the results.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Sublingual and oral B12 supplementation appear to be as effective as intramuscular (IM) injections in improving cobalamin status and reducing homocysteine levels. Given their non-invasive nature, accessibility, and cost-effectiveness of sublingual formulations, they may represent a promising approach for long-term B12 management, particularly in patients with impaired absorption or in resource-limited settings. Further high-quality RCTs are warranted to refine dosing strategies and confirm long-term outcomes.</p>
</sec>
<sec>
<title>Systematic Review Registration</title>
<p>CRD42024554513.</p>
</sec>
</abstract>
<kwd-group>
<kwd>vitamin B12</kwd>
<kwd>efficacy</kwd>
<kwd>bioavailability</kwd>
<kwd>therapeutic approaches</kwd>
<kwd>meta-analysis</kwd>
<kwd>cobalamin</kwd>
</kwd-group>
<funding-group>
<funding-statement>The authors declare that no financial support was received for the research and/or publication of this article.</funding-statement>
</funding-group>
<counts>
<fig-count count="8"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="62"/>
<page-count count="20"/>
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<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Drugs Outcomes Research and Policies</meta-value>
</custom-meta>
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</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Vitamin B12, or cobalamin, is a water-soluble vitamin, that plays an essential role in cellular metabolism, particularly in DNA synthesis, methylation processes, and mitochondrial functions (<xref ref-type="bibr" rid="B25">Green et al., 2017</xref>). It is synthesized exclusively by micro-organisms (e.g., <italic>Lactobacillus spp</italic>) (<xref ref-type="bibr" rid="B34">LeBlanc et al., 2013</xref>), which are also found in the gastrointestinal tract of herbivorous animals, where the synthesis of B12 occurs and the vitamin can be acquired in animal tissues. An omnivorous diet allows for the B12 intake through animal products (with a bioavailability ranging from 24% to 36% in eggs, up to 65% in lean meat) (<xref ref-type="bibr" rid="B19">Doets et al., 2013</xref>), while vitamin B12 is scarce or absent in diets including little or no animal products. It acts as a cofactor for methionine synthase and methylmalonyl-CoA mutase, enzymes that are critical for one-carbon metabolism as well as the catabolism of odd-chain fatty acids and branched-chain amino acids (<xref ref-type="bibr" rid="B45">Rucker et al., 2007</xref>).</p>
<p>Clinically overt vitamin B12 deficiency, characterized by hematological and neurological dysfunctions, is relatively uncommon. It typically presents as macrocytic megaloblastic anemia and neurological impairments, including sensory and motor disfunctions, predominantly in the lower extremities, ataxia, and in more advanced stages cognitive decline progressing to dementia, as well as psychiatric disturbances (<xref ref-type="bibr" rid="B25">Green et al., 2017</xref>). Beyond systemic symptoms, vitamin B12 deficiency is also associated with a range of oral manifestations, including burning mouth syndrome, recurrent aphthous ulcers, mucosal inflammation, and trigeminal nerve-related pain, which are often underdiagnosed or misattributed to other conditions (<xref ref-type="bibr" rid="B5">Bao et al., 2021</xref>; <xref ref-type="bibr" rid="B15">da Silva et al., 2022</xref>; <xref ref-type="bibr" rid="B46">Sanjay et al., 2022</xref>; <xref ref-type="bibr" rid="B9">Boukssim and Chbicheb, 2024</xref>; <xref ref-type="bibr" rid="B22">Field et al., 1995</xref>).</p>
<p>Subclinical B12 deficiency, however, is far more prevalent, affecting up to 26% of the general population. It is especially common among older adults, individuals with specific health conditions, children, or those following predominantly or exclusively plant-based diets. This condition may arise due to insufficient dietary intake (resulting from several factors, including: a) the exclusive presence of B12 in animal-derived foods; b) the widespread use of antibiotics in animal farming, which impairs B12 production by the animal gut microbiota; and c) irregular dietary patterns), reduced bioavailability (impairment of the intrinsic factor-mediated absorption pathway, often due to the widespread and prolonged use of proton pump inhibitors), and malabsorption syndromes.</p>
<p>The latter may be caused by intestinal disorders, infections, bariatric surgery, or pharmacological interference, including histamine H2 receptor antagonists and metformin. Additionally, chronic conditions such as HIV and tuberculosis have been implicated in B12 deficiency due to increased metabolic demand and altered absorption mechanisms (<xref ref-type="bibr" rid="B24">Green, 2017</xref>).</p>
<p>The diagnosis of vitamin B12 deficiency typically relies on low total B12 levels and elevated concentrations of homocysteine (Hcy), as well as levels of transcobalamin-bound B12 (holoTC) and methylmalonic acid (MMA), which serve as functional indicators of cobalamin insufficiency (<xref ref-type="bibr" rid="B12">Carmel and Sarrai, 2006</xref>).</p>
<p>Vitamin B12 requirements fluctuate throughout the life course, influenced by metabolic demand and physiological changes. A safe serum range is 200&#x2013;350&#xa0;ng/L, depending on age and clinical condition. The European recommended daily intake also varies by age, beginning at 1.5&#xa0;&#x3bc;g for infants and increasing to 4&#xa0;&#x3bc;g for adults, with slightly higher requirements during pregnancy and lactation (4.5&#xa0;&#x3bc;g and 5&#xa0;&#x3bc;g, respectively; see <xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B20">EFSA NDA Panel (EFSA Panel on Dietetic Products, Nutrition and Allergies), 2015</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Vitamin B12 Adequate Intake [AI] across life course (<xref ref-type="bibr" rid="B20">EFSA NDA Panel (EFSA Panel on Dietetic Products, Nutrition and Allergies), 2015</xref>; <xref ref-type="bibr" rid="B35">McGuire, 2010</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Age class</th>
<th align="center">VIT. B12&#xa0;&#x3bc;g/day-AI - Europeans</th>
<th align="center">Age class</th>
<th align="center">VIT. B12&#xa0;&#x3bc;g/day-AI - Americans</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">7&#x2013;11&#xa0;months</td>
<td align="center">1.5</td>
<td align="center">7&#x2013;11&#xa0;months</td>
<td align="center">0.5</td>
</tr>
<tr>
<td align="left">1&#x2013;3&#xa0;years</td>
<td align="center">1.5</td>
<td align="center">1&#x2013;3&#xa0;years</td>
<td align="center">0.9</td>
</tr>
<tr>
<td align="left">4&#x2013;6&#xa0;years</td>
<td align="center">1.5</td>
<td align="center">4&#x2013;8&#xa0;years</td>
<td align="center">1.2</td>
</tr>
<tr>
<td align="left">7&#x2013;10&#xa0;years</td>
<td align="center">2.5</td>
<td align="center">9&#x2013;13&#xa0;years</td>
<td align="center">1.8</td>
</tr>
<tr>
<td align="left">11&#x2013;14&#xa0;years</td>
<td align="center">3.5</td>
<td align="center">14&#x2013;18&#xa0;years</td>
<td align="center">2.4</td>
</tr>
<tr>
<td align="left">15&#x2013;17&#xa0;years</td>
<td align="center">4</td>
<td align="center">&#x2265;18&#xa0;years</td>
<td align="center">2.4</td>
</tr>
<tr>
<td align="left">&#x2265;18&#xa0;years</td>
<td align="center">4</td>
<td align="center">Pregnancy</td>
<td align="center">2.6</td>
</tr>
<tr>
<td align="left">Pregnancy</td>
<td align="center">4.5</td>
<td align="center">Lactation</td>
<td align="center">2.8</td>
</tr>
<tr>
<td align="left">Lactation</td>
<td align="center">5</td>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>Comparable age groupings are proposed in the Dietary Guidelines for Americans, though the recommended intake levels differ, beginning at 0.5&#xa0;&#x3bc;g in infancy, increasing to 2.4&#xa0;&#x3bc;g for adults, and rising modestly during pregnancy and lactation (2.6&#xa0;&#x3bc;g and 2.8&#xa0;&#x3bc;g, respectively; see <xref ref-type="table" rid="T1">Table 1</xref>) (<xref ref-type="bibr" rid="B35">McGuire, 2010</xref>).</p>
<p>While European guidelines recommend up to 4&#xa0;&#x3bc;g/day for adults, most of the included studies administered pharmacological doses ranging from hundreds to thousands of micrograms. This significant discrepancy between physiological requirements and therapeutic doses highlights the need for a deeper understanding of B12 absorption dynamics, rather than focusing solely on intake quantity.</p>
<p>Vitamin B12 deficiency is increasingly recognised as a global public health concern, particularly in developing countries and among high-risk populations. A WHO consultation identified the most vulnerable groups as elderly individuals, infants, preschool-aged children, and pregnant or lactating women, due to either increased nutritional demands or impaired absorption capacity (<xref ref-type="bibr" rid="B16">de Benoist, 2008</xref>).</p>
<p>Addressing the prevention of B12 deficiency and its public health implications requires a comprehensive, life-course approach based on integrated strategies targeting early detection, dietary optimisation, and effective supplementation, in order to mitigate the long-term consequences of inadequate cobalamin status (<xref ref-type="bibr" rid="B39">Organization, 2000</xref>). From a health economics perspective, lifelong B12 supplementation should involve cost-effective delivery routes and tailored dosages to optimise clinical outcomes while minimising excess. Although rare, adverse effects of high-dose vitamin B12 have been reported, including allergic reactions such as fever, rash, itching, hot flushes, dizziness, and nausea, across all cobalamin forms and administration routes (<xref ref-type="bibr" rid="B10">Caballero et al., 2007</xref>).</p>
<p>Intramuscular (IM) injection is the most invasive and costly administration method, requiring trained personnel and clinical visits. Oral supplementation is more affordable and accessible but may be ineffective in individuals with gastric malabsorption. Sublingual B12, which bypasses the gastrointestinal tract, is the least invasive and potentially most cost-effective option, especially for individuals with impaired absorption, making it an attractive alternative for long-term and patient-friendly management (<xref ref-type="bibr" rid="B28">Houle et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Vidal-Alaball et al., 2006</xref>).</p>
<p>Supplementation may involve various forms of cobalamin: adenosylcobalamin, cyanocobalamin, methylcobalamin, or hydroxocobalamin. Cyanocobalamin is the most widely used form due to its chemical stability, although it is not active in its original form. In humans, cyanocobalamin must undergo intracellular enzymatic conversion to the active coenzyme forms&#x2014;methylcobalamin and adenosylcobalamin&#x2014;which, depending on the pH environment, can interconvert with hydroxocobalamin (<xref ref-type="bibr" rid="B23">Gherasim et al., 2013</xref>), the most common B12 form in both food and human plasma (<xref ref-type="bibr" rid="B38">Obeid et al., 2015</xref>).</p>
<p>Despite extensive biochemical knowledge of cobalamin metabolism and its physiological importance, the optimal supplementation route for maintaining or restoring adequate vitamin B12 levels remains debated. Previous studies have reported inconsistent results when comparing oral, sublingual, and intramuscular administration, often limited by small sample sizes or heterogeneous populations (<xref ref-type="bibr" rid="B28">Houle et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Vidal-Alaball et al., 2006</xref>; <xref ref-type="bibr" rid="B23">Gherasim et al., 2013</xref>; <xref ref-type="bibr" rid="B38">Obeid et al., 2015</xref>). Therefore, a comprehensive synthesis of available evidence is needed to clarify whether non-invasive routes provide efficacy comparable to intramuscular therapy.</p>
<p>The aim of this systematic review and meta-analysis was to critically assess and compare the effectiveness of different vitamin B12 administration routes in correcting deficiency.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2-1">
<label>2.1</label>
<title>Protocol and registration</title>
<p>This systematic review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement (<xref ref-type="bibr" rid="B37">Moher et al., 2009</xref>) and the guidelines from the Cochrane Handbook for Systematic Reviews of Interventions (<xref ref-type="bibr" rid="B26">Higgins and Green, 2008</xref>). PRISMA checklist is provided in <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>. The systematic review protocol was registered in the International Prospective Register of Systematic Reviews (PROSPERO), registration number: CRD42024554513 (Available from) (<xref ref-type="bibr" rid="B4">NIHR, 2025</xref>).</p>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>PICOs question</title>
<p>The primary research question addressed in this review was: &#x201c;What is the effectiveness of sublingual/oral administration of Vitamin B12 alone or compared to other forms of administration (e.g., intramuscular injection)?&#x201d;. The PICOs elements were defined as follows:<list list-type="bullet">
<list-item>
<p>P (Participants): subjects of any age diagnosed with Vitamin B12 deficiency.</p>
</list-item>
<list-item>
<p>I (Intervention): sublingual/oral administration of Vitamin B12.</p>
</list-item>
<list-item>
<p>C (Comparison): intramuscular administration of Vitamin B12.</p>
</list-item>
<list-item>
<p>O (Outcome):</p>
</list-item>
<list-item>
<label>&#x2003;&#x2003;&#x2010;</label>
<p>Primary outcome: changes in serum Vitamin B12 levels, clinical improvement of Vitamin B12 deficiency symptoms.</p>
</list-item>
<list-item>
<p>S (Study design): Randomised controlled trials (RCTs), non-randomised controlled trials (N-RCTs), cohort studies, and case-control studies.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2-3">
<label>2.3</label>
<title>Information sources and search strategy</title>
<p>Three databases (PubMed, Embase, and Scopus) were searched up to 15 July 2024.</p>
<p>The search strategy was initially developed for PubMed using keywords and MeSH terms and was then adapted to the other databases. Search strings used for each database are presented in <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>. Reference lists of included studies and relevant reviews were screened manually to identify additional eligible studies. Rayyan software (<xref ref-type="bibr" rid="B41">Ouzzani et al., 2016</xref>) was employed for reference management, including the identification and removal of duplicate entries.</p>
</sec>
<sec id="s2-4">
<label>2.4</label>
<title>Study selection, eligibility criteria, and data extraction</title>
<p>Reviewers underwent training at each step of the process, and a pilot screening was conducted to ensure consistency in applying the eligibility criteria. Three authors (MM, AN, and JV) independently screened titles and abstracts following de-duplication. Disagreements were resolved through discussion or by consultation with a fourth author (CS).</p>
<p>The same three authors proceeded to full-text screening, with any discrepancies resolved in the same manner.</p>
<p>The inclusion and exclusion criteria were defined in direct accordance with the PICOS framework. Specifically, eligible studies included participants (P) with a confirmed diagnosis of vitamin B12 deficiency, interventions (I) involving oral or sublingual vitamin B12 administration, comparators (C) using intramuscular supplementation, and outcomes (O) reporting changes in serum vitamin B12 or homocysteine levels. Only clinical study designs (S)&#x2014;randomised controlled trials (RCTs), non-RCTs, cohort, or case-control studies&#x2014;were included.</p>
<p>Inclusion criteria were: (a) RCTs; (b) N-RCTs; (c) case-control studies; (d) cohort studies; (e) cross-sectional studies with no time restriction, (f) only studies published in English were included due to resource limitations and to ensure accuracy in data extraction and risk-of-bias assessment.</p>
<p>Exclusion criteria were: (a) <italic>in-vitro</italic> RCTs; (b) lack of effective statistical analysis; (c) abstract and author debates or editorials; (d) review articles or non-clinical studies; (e) case reports and case series, ongoing and unpublished studies; (g) studies lacking a comparator group.</p>
<p>This review included both RCTs and observational studies (N-RCTs, cohort, and case-control) to assess the efficacy of various Vitamin B12 administration routes. While RCTs remain the gold standard for intervention assessment, observational studies provide complementary evidence, especially when using objective biomarkers such as serum Vitamin B12, MMA, and homocysteine. This approach is consistent with established methodologies adopted in previous systematic reviews assessing micronutrient interventions.</p>
<p>For each eligible study, two authors (MM and AN) independently extracted data, which was then reviewed by a third author (JV) using a piloted spreadsheet, in accordance with Cochrane Collaboration guidelines (<xref ref-type="bibr" rid="B26">Higgins and Green, 2008</xref>).</p>
<p>Where relevant data were missing, attempts were made to contact corresponding authors. Studies for which no response was received were excluded.</p>
<p>The following data were collected: publication year, country and continent, study setting (e.g., hospital, private practice, academic clinic), sample size, age range, mean age, study design, population characteristics, intervention details, outcomes, and effect measures (e.g., serum B12 levels). Subgroup analyses were planned based on age group (e.g., children, adults, older adults), baseline serum Vitamin B12, and the form of Vitamin B12 used.</p>
</sec>
<sec id="s2-5">
<label>2.5</label>
<title>Quality assessment and risk of bias</title>
<p>In line with PRISMA guidelines, the assessment of methodological quality was conducted to evaluate the strength of evidence, recognising that methodological limitations may introduce bias.</p>
<p>For randomised clinical trials, the Jadad scale (<xref ref-type="bibr" rid="B29">Jadad et al., 1996</xref>), as used to assign a quality score ranging from 0 to 5, based on randomisation, blinding, and withdrawal reporting. A score of &#x2265;3 was considered indicative of good quality.</p>
<p>To complement the Jadad score, the Cochrane Risk of Bias Tool (RoB 2) (<xref ref-type="bibr" rid="B53">Sterne et al., 2019</xref>) was also used for RCTs to provide a domain-based qualitative evaluation, assessing risks related to selection, performance, detection, attrition, and reporting.</p>
<p>For observational studies (cohort and case-control), the Newcastle&#x2013;Ottawa Scale (NOS) (<xref ref-type="bibr" rid="B33">La Torre et al., 2014</xref>), was applied. This tool evaluates selection, comparability, and exposure or outcome assessment. A maximum of nine stars could be awarded, with a higher number indicating better quality.</p>
<p>Risk of bias was interpreted as follows: i) Low risk: All criteria met or no more than one rated as unclear; ii) Moderate risk: Two criteria rated as unclear, or one criterion not met; iii) High risk: Three or more criteria rated as unclear or at least two criteria not met.</p>
<p>The Grading of Recommendation, Assessment, Development, and Evaluation (GRADE) tool was used to assess the certainty of the evidence for the two primary biochemical outcomes&#x2014;serum vitamin B12 concentration increase and homocysteine reduction&#x2014;across all included studies, and separately for randomised controlled trials (RCTs) and observational studies.</p>
</sec>
<sec id="s2-6">
<label>2.6</label>
<title>Meta-analysis</title>
<p>Meta-analysis was performed using the R statistical program, R version 4.4.2 (The R Foundation for Statistical Computing, Wirtschaftsuniversita&#x308;&#x308;t Wien, Vienna, Austria) (<xref ref-type="bibr" rid="B52">Sterne et al., 2016</xref>; <xref ref-type="bibr" rid="B60">Viechtbauer, 2010</xref>), employing a random-effect model via the metafor R package (<xref ref-type="bibr" rid="B17">Del, 2015</xref>). The mean change was used as effect estimate. Heterogeneity was assessed quantitatively using the I2-statistics and Cochran&#x2019;s Q (<xref ref-type="bibr" rid="B27">Higgins and Thompson, 2002</xref>). Results were considered statistically significant at p &#x3c; 0.05. Publication bias was evaluated using a funnel plot and Egger&#x2019;s test for asymmetry (<xref ref-type="bibr" rid="B21">Egger et al., 1997</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<sec id="s3-1">
<label>3.1</label>
<title>Study selection and characteristics</title>
<p>The search strategy identified 2,183 potential articles: 1,299 from PubMed, 353 from Scopus, 527 from Embase, 4 from manual screening. After removal of duplicates, 1762 articles were screened. Subsequently, 1717 articles were excluded because they did not meet the inclusion criteria. Of the remaining 45 articles, 6 full texts could not be retrieved and 14 were excluded as they were out of scope. The remaining 25 articles were included in the qualitative synthesis, and 16 in the quantitative synthesis (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The flow diagram of the search.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g001.tif">
<alt-text content-type="machine-generated">Flowchart illustrating the process of study selection. Initially, 2,183 records are identified, with PubMed contributing 1,299, Embase 527, Scopus 353, and manual screening 4. Duplicates totaling 457 are removed, leaving 1,726 records screened. Of these, 1,681 are excluded as irrelevant. From the remaining 45 records sought for retrieval, 39 are assessed for eligibility, while 6 are not retrieved. Fourteen records are excluded based on unspecified outcomes, study design issues, or different outcomes. The process concludes with 25 records included in qualitative analysis and 16 in meta-analysis.</alt-text>
</graphic>
</fig>
<p>The studies included in the qualitative synthesis (<xref ref-type="table" rid="T2">Table 2</xref>) (<xref ref-type="bibr" rid="B55">Tanaka et al., 1981</xref>; <xref ref-type="bibr" rid="B61">Yamane et al., 1995</xref>; <xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>; <xref ref-type="bibr" rid="B2">Altay et al., 1999</xref>; <xref ref-type="bibr" rid="B1">Adachi et al., 2000</xref>; <xref ref-type="bibr" rid="B7">Bolaman et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Sharabi et al., 2003</xref>; <xref ref-type="bibr" rid="B44">Roth and Orija, 2004</xref>; <xref ref-type="bibr" rid="B62">Yazaki et al., 2006</xref>; <xref ref-type="bibr" rid="B13">Castelli et al., 2011</xref>; <xref ref-type="bibr" rid="B30">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B57">Tillemans et al., 2014</xref>; <xref ref-type="bibr" rid="B48">Saraswathy et al., 2012</xref>; <xref ref-type="bibr" rid="B54">Parry-Strong et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Metaxas et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Schijns et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Sezer et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bensky et al., 2019</xref>; <xref ref-type="bibr" rid="B3">Ar&#x131;can et al., 2020</xref>; <xref ref-type="bibr" rid="B47">Sanz-Cuesta et al., 2020</xref>; <xref ref-type="bibr" rid="B58">Tu&#x11f;ba-Kartal and &#xc7;a&#x11f;la-Mutlu, 2020</xref>; <xref ref-type="bibr" rid="B40">Orhan Kili&#xe7; et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Ramos et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Tandon et al., 2022</xref>; <xref ref-type="bibr" rid="B31">Korpeti et al., 2023</xref>) were published between 1981 and 2024 and comprised 13 randomised controlled trials, 2 case control study and 10 cohort studies (6 retrospective and 4 prospective). A total of 6,098 participants were included (mean: 244).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Characteristics of the included studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Nr</th>
<th align="center">Year</th>
<th align="center">Author</th>
<th align="center">Type of study</th>
<th align="center">Year of the trial</th>
<th align="center">Country</th>
<th align="center">Continent</th>
<th align="center">Study setting</th>
<th align="center">Health status</th>
<th align="right">Mean age (years)</th>
<th align="center">SD age</th>
<th align="center">Age range (years)</th>
<th align="center">Total sample</th>
<th align="center">Male</th>
<th align="center">Female</th>
<th align="center">B12 formulation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="right">1</td>
<td align="left">1981</td>
<td align="left">Tanaka</td>
<td align="left">RCT</td>
<td align="left">1981</td>
<td align="left">Japan</td>
<td align="left">Asia</td>
<td align="left">University hospital</td>
<td align="left">Healthy men</td>
<td align="left"/>
<td align="left"/>
<td align="right">24&#x2013;44</td>
<td align="right">22</td>
<td align="right">22</td>
<td align="left"/>
<td align="left">Cyanocobalamin, methylcobalamin, adenosylcobalamin, hydroxocobalamin</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">1995</td>
<td align="left">Yamane</td>
<td align="left">Case-control</td>
<td align="left">1990&#x2013;1992</td>
<td align="left">Japan</td>
<td align="left">Asia</td>
<td align="left">Hospital</td>
<td align="left">Chronic multiple peripheral neuropathy</td>
<td align="left"/>
<td align="left"/>
<td align="right">18&#x2013;65</td>
<td align="right">44</td>
<td align="right">25</td>
<td align="right">19</td>
<td align="left">Methylcobalamin</td>
</tr>
<tr>
<td align="right">3</td>
<td align="left">1998</td>
<td align="left">Kuzminski</td>
<td align="left">RCT</td>
<td align="left">1993&#x2013;1996</td>
<td align="left">United States</td>
<td align="left">North America</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="right">71</td>
<td align="right">11</td>
<td align="left"/>
<td align="right">33</td>
<td align="right">7</td>
<td align="right">25</td>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">4</td>
<td align="left">1999</td>
<td align="left">Altay</td>
<td align="left">Retrospective</td>
<td align="left"/>
<td align="left">Turkey</td>
<td align="left">Asia</td>
<td align="left">Hospital</td>
<td align="left">Megaloblastic anemia</td>
<td align="right">11.7</td>
<td align="right">6.4</td>
<td align="left"/>
<td align="right">12</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">5</td>
<td align="left">2000</td>
<td align="left">Adachi</td>
<td align="left">Case-control</td>
<td align="left"/>
<td align="left">Japan</td>
<td align="left">Asia</td>
<td align="left">University hospital</td>
<td align="left">Gastrectomy</td>
<td align="right">57.2</td>
<td align="left"/>
<td align="left"/>
<td align="right">31</td>
<td align="right">23</td>
<td align="right">8</td>
<td align="left"/>
</tr>
<tr>
<td align="right">6</td>
<td align="left">2003</td>
<td align="left">Bolaman</td>
<td align="left">RCT</td>
<td align="left">1999&#x2013;2003</td>
<td align="left">Turkey</td>
<td align="left">Asia</td>
<td align="left">University hospital</td>
<td align="left">Megaloblastic anemia</td>
<td align="right">&#x3e;16</td>
<td align="left"/>
<td align="left"/>
<td align="right">42</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">7</td>
<td align="left">2003</td>
<td align="left">Sharabi</td>
<td align="left">RCT</td>
<td align="left"/>
<td align="left">Israel</td>
<td align="left">Asia</td>
<td align="left">University hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="right">30</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cobalamin</td>
</tr>
<tr>
<td align="right">8</td>
<td align="left">2004</td>
<td align="left">Roth</td>
<td align="left">Retrospective</td>
<td align="left"/>
<td align="left">United States</td>
<td align="left">North America</td>
<td align="left">Hospital</td>
<td align="left"/>
<td align="right">69</td>
<td align="right">12</td>
<td align="left"/>
<td align="right">60</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="right">9</td>
<td align="left">2006</td>
<td align="left">Yazaki</td>
<td align="left">RCT</td>
<td align="left"/>
<td align="left">United States of America</td>
<td align="left">North America</td>
<td align="left">University hospital</td>
<td align="left">VB12 deficiency</td>
<td align="right">50&#x2013;80</td>
<td align="left"/>
<td align="right">50&#x2013;80</td>
<td align="right">41</td>
<td align="left"/>
<td align="left"/>
<td align="left">Methylcobalamin</td>
</tr>
<tr>
<td align="right">10</td>
<td align="left">2011</td>
<td align="left">Castelli</td>
<td align="left">RCT</td>
<td align="left">2009&#x2013;2010</td>
<td align="left">United States</td>
<td align="left">North America</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="right">52.2</td>
<td align="right">15.3</td>
<td align="left"/>
<td align="right">50</td>
<td align="right">11</td>
<td align="right">39</td>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">11</td>
<td align="left">2011</td>
<td align="left">Kim</td>
<td align="left">Prospective</td>
<td align="left">2008/2011</td>
<td align="left">Corea</td>
<td align="left">Asia</td>
<td align="left">Hospital</td>
<td align="left">Gastrectomy</td>
<td align="right">58.1</td>
<td align="right">13.1</td>
<td align="left"/>
<td align="right">60</td>
<td align="right">42</td>
<td align="right">18</td>
<td align="left">Methylcobalamin (Oral) cyanocobalamin (IM)</td>
</tr>
<tr>
<td align="right">12</td>
<td align="left">2012</td>
<td align="left">Tillemans</td>
<td align="left">RCT</td>
<td align="left"/>
<td align="left">Netherland</td>
<td align="left">Europe</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="left"/>
<td align="right">&#x3e;65</td>
<td align="right">10</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="right">13</td>
<td align="left">2012</td>
<td align="left">Saraswathy</td>
<td align="left">RCT</td>
<td align="left"/>
<td align="left">South India</td>
<td align="left">Asia</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="right">41.5</td>
<td align="left"/>
<td align="left"/>
<td align="right">60</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="right">14</td>
<td align="left">2016</td>
<td align="left">Parry-strong</td>
<td align="left">RCT</td>
<td align="left"/>
<td align="left">New Zealand</td>
<td align="left">Oceania</td>
<td align="left">Hospital</td>
<td align="left">Diabetes II, metformin</td>
<td align="right">64.2</td>
<td align="right">7.3</td>
<td align="left"/>
<td align="right">34</td>
<td align="right">20</td>
<td align="right">14</td>
<td align="left">Sublingual: methylcobalamin; IM: hydroxocobalamin</td>
</tr>
<tr>
<td align="right">15</td>
<td align="left">2017</td>
<td align="left">Metaxas</td>
<td align="left">RCT</td>
<td align="left">2017</td>
<td align="left">Switzerland</td>
<td align="left">Europe</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="right">37</td>
<td align="left"/>
<td align="left"/>
<td align="left">Oral group (cyanocobalamin); intramuscular group (hydroxocobalamin)</td>
</tr>
<tr>
<td align="right">16</td>
<td align="left">2018</td>
<td align="left">Schijns</td>
<td align="left">RCT</td>
<td align="left"/>
<td align="left">Netherland</td>
<td align="left">Europe</td>
<td align="left">Hospital</td>
<td align="left">Gastrectomy</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="right">50</td>
<td align="left"/>
<td align="left"/>
<td align="left">Hydroxocobalamin (IM); methylcobalamin Oral</td>
</tr>
<tr>
<td align="right">17</td>
<td align="left">2018</td>
<td align="left">Sezer</td>
<td align="left">Prospective</td>
<td align="left">2016</td>
<td align="left">Turkey</td>
<td align="left">Asia</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="right">0</td>
<td align="right">18</td>
<td align="right">142</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">18</td>
<td align="left">2019</td>
<td align="left">Bensky</td>
<td align="left">Retrospective</td>
<td align="left">2014&#x2013;2016</td>
<td align="left">Israel</td>
<td align="left">Asia</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="left"/>
<td align="right">&#x3e;18</td>
<td align="right">4,281</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">19</td>
<td align="left">2020</td>
<td align="left">Ar&#x131;can</td>
<td align="left">Retrospective</td>
<td align="left"/>
<td align="left">Turkey</td>
<td align="left">Asia</td>
<td align="left">Hospital</td>
<td align="left">Neurological symptoms</td>
<td align="left"/>
<td align="left"/>
<td align="right">0&#x2013;18</td>
<td align="right">351</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">20</td>
<td align="left">2020</td>
<td align="left">Sanz-Cuesta</td>
<td align="left">RCT</td>
<td align="left"/>
<td align="left">Spain</td>
<td align="left">Europe</td>
<td align="left">Hospital</td>
<td align="left">VB12 deficiency</td>
<td align="right">75.2</td>
<td align="right">6.3</td>
<td align="left"/>
<td align="right">283</td>
<td align="right">118</td>
<td align="right">165</td>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">21</td>
<td align="left">2020</td>
<td align="left">Tu&#x11f;ba-kartal</td>
<td align="left">Retrospective</td>
<td align="left">2017&#x2013;2019</td>
<td align="left">Turkey</td>
<td align="left">Asia</td>
<td align="left">University hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="left"/>
<td align="right">5&#x2013;18</td>
<td align="right">128</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">22</td>
<td align="left">2021</td>
<td align="left">Orhan kili&#xe7;</td>
<td align="left">Retrospective</td>
<td align="left">2017&#x2013;2020</td>
<td align="left">Turkey</td>
<td align="left">Asia</td>
<td align="left">University hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="left"/>
<td align="right">0&#x2013;3</td>
<td align="right">158</td>
<td align="left"/>
<td align="left"/>
<td align="left">Oral cyanocobalamin, sublingual methylcobalamin; intramuscular cyanocobalamin</td>
</tr>
<tr>
<td align="right">23</td>
<td align="left">2021</td>
<td align="left">Ramos</td>
<td align="left">Prospective</td>
<td align="left">2017&#x2013;2018</td>
<td align="left">Brasil</td>
<td align="left">South americ</td>
<td align="left">Hospital</td>
<td align="left">Gastrectomy</td>
<td align="right">37.9</td>
<td align="right">9,8</td>
<td align="right">20&#x2013;60</td>
<td align="right">53</td>
<td align="left"/>
<td align="left"/>
<td align="left">Cyanocobalamin</td>
</tr>
<tr>
<td align="right">24</td>
<td align="left">2022</td>
<td align="left">Tandon</td>
<td align="left">RCT</td>
<td align="left">2015&#x2013;2016</td>
<td align="left">India</td>
<td align="left">Asia</td>
<td align="left">University hospital</td>
<td align="left">VB12 deficiency</td>
<td align="left"/>
<td align="left"/>
<td align="right">0.12&#x2013;18</td>
<td align="right">80</td>
<td align="left"/>
<td align="left"/>
<td align="left">Methylcobalamin</td>
</tr>
<tr>
<td align="right">25</td>
<td align="left">2023</td>
<td align="left">Korpeti</td>
<td align="left">Prospective</td>
<td align="left"/>
<td align="left">Greece</td>
<td align="left">Europe</td>
<td align="left">Hospital</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="right">6</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>The mean age of the enrolled participants was 53.8 (SD &#x3d; 9). Gender-specific data were available in some studies, reporting 268 males and 288 females.</p>
<p>The included studies were conducted in 10 Countries across 5 continents (6 studies from Turkey; 4 from United States, 3 from Japan; 2 each from India, Israel and Netherlands and 1 each from Greece, Spain, Switzerland, Brazil, New Zealand and Korea). Seventeen studies were conducted in hospital settings, and the remaining 8 in university hospital settings.</p>
<p>Among the 25 studies included in the qualitative synthesis (16 in the meta-analysis), 15 focused specifically on serum cobalamin changes (reported by baseline and post-treatment means and standard deviations in pg/mL) and 10 reported homocysteine outcomes (means and standard deviations in mmol/L). Regarding the form of vitamin B12 used, cyanocobalamin was the most common (n &#x3d; 14), followed by methylcobalamin (n &#x3d; 6), hydroxocobalamin (n &#x3d; 4), and combinations including adenosylcobalamin in isolated cases<italic>.</italic>
</p>
<p>Additionally, 15 of the included studies focused on B12 supplementation, with a total of 5,191 participants (mean: 346 per study). In contrast, 10 studies investigated the relationship between B12 supplementation status and homocysteine levels, encompassing a total of 191 participants (mean: 19.1 per study).</p>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>Quality assessment and risk of bias</title>
<p>According to the Jadad scale for RCTs (n &#x3d; 13) (<xref ref-type="bibr" rid="B55">Tanaka et al., 1981</xref>; <xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>; <xref ref-type="bibr" rid="B7">Bolaman et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Sharabi et al., 2003</xref>; <xref ref-type="bibr" rid="B62">Yazaki et al., 2006</xref>; <xref ref-type="bibr" rid="B13">Castelli et al., 2011</xref>; <xref ref-type="bibr" rid="B57">Tillemans et al., 2014</xref>; <xref ref-type="bibr" rid="B48">Saraswathy et al., 2012</xref>; <xref ref-type="bibr" rid="B54">Parry-Strong et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Metaxas et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Schijns et al., 2018</xref>; <xref ref-type="bibr" rid="B47">Sanz-Cuesta et al., 2020</xref>; <xref ref-type="bibr" rid="B56">Tandon et al., 2022</xref>) the authors evaluated the quality of the clinical trial included in the qualitative synthesis, based on 5 items assessing the randomization process, blinding, and the dropout rate (i.e., the patients lost to follow-up). Quality scores ranged from 2 to 5 stars; additionally, a domain-specific assessment using the Cochrane Risk of Bias Tool (RoB 2) was also conducted and reported in <xref ref-type="table" rid="T3">Table 3</xref> to provide a comprehensive appraisal. In the evaluation of RCT quality, 3 studies scored two points, indicating low-quality study and high risk of bias; 6 studies scored three points, and the remaining 4 scored five points, indicating medium and high-quality studies, respectively. Consistently, the risk of bias assessment, revealed a &#x201c;moderate risk&#x201d; for the first 6 studies scoring three points, and &#x201c;high risk&#x201d; for the 4 studies scoring five points.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Jadad scale for randomised controlled trials.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="8" align="center">Jadad scale for reporting randomised controlled trials</th>
</tr>
<tr>
<th align="left">Author</th>
<th align="left">1) Is the study described as randomized?</th>
<th align="left">2) Is the study described as double blind?</th>
<th align="left">3) Is there a description of withdrawals and dropouts?</th>
<th align="left">4) The method of randomisation is appropriate?</th>
<th align="left">5) The method of blinding is appropriate?</th>
<th align="left">Total score &#x3d;</th>
<th align="left">RoB score &#x3d;</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B55">Tanaka et al. (1981)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">2</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B32">Kuzminski et al. (1988)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">2</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B7">Bolaman et al. (2003)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">3</td>
<td align="left">Moderate</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B51">Sharabi et al. (2003)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">3</td>
<td align="left">Moderate</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B62">Yazaki et al. (2006)</xref>
</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">5</td>
<td align="left">Low</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B13">Castelli et al. (2011)</xref>
</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">5</td>
<td align="left">Low</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B57">Tillemans et al. (2012)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">0</td>
<td align="right">2</td>
<td align="left">High</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B48">Saraswathy et al. (2012)</xref>
</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">5</td>
<td align="left">Low</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B54">Parry-Strong (2016)</xref>
</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">5</td>
<td align="left">Low</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B36">Metaxas et al. (2017)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">3</td>
<td align="left">Moderate</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B49">Schijns et al. (2018)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">3</td>
<td align="left">Moderate</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B47">Sanz-Cuesta et al. (2020)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">3</td>
<td align="left">Moderate</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B56">Tandon et al. (2022)</xref>
</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">1</td>
<td align="right">1</td>
<td align="right">0</td>
<td align="right">3</td>
<td align="left">Moderate</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>According to the Newcastle&#x2013;Ottawa Scale (NOS) for case-control studies (n &#x3d; 2) (<xref ref-type="bibr" rid="B61">Yamane et al., 1995</xref>; <xref ref-type="bibr" rid="B1">Adachi et al., 2000</xref>) and cohort studies (n &#x3d; 10) (<xref ref-type="bibr" rid="B2">Altay et al., 1999</xref>; <xref ref-type="bibr" rid="B44">Roth and Orija, 2004</xref>; <xref ref-type="bibr" rid="B30">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B50">Sezer et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bensky et al., 2019</xref>; <xref ref-type="bibr" rid="B3">Ar&#x131;can et al., 2020</xref>; <xref ref-type="bibr" rid="B58">Tu&#x11f;ba-Kartal and &#xc7;a&#x11f;la-Mutlu, 2020</xref>; <xref ref-type="bibr" rid="B40">Orhan Kili&#xe7; et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Ramos et al., 2021</xref>; <xref ref-type="bibr" rid="B31">Korpeti et al., 2023</xref>), the authors assessed study quality based on object selection, comparability and exposure. Risk of bias (RoB) scores, assessed using the NOS, ranged from 5 to 9 stars. The case-control studies both scored six, indicating high-quality studies with a moderate risk of bias (<xref ref-type="table" rid="T4">Table 4</xref>). Among the cohort studies, 2 scored three and five points, indicating low-quality studies with high and moderate risk of bias, respectively. 3 studies scored six, indicating medium-quality studies with a moderate risk of bias. 2 studies scored seven, indicating medium-quality studies with low risk of bias. The remaining 3 studies, scored eight and nine, indicating high-quality studies with low risk of bias (<xref ref-type="table" rid="T5">Table 5</xref>).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Newcastle - Ottawa quality assessment scale for case-control studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="4" align="center">Newcastle - Ottawa quality assessment scale case-control studies</th>
</tr>
<tr>
<th align="left"/>
<th align="left">Author</th>
<th align="center">
<xref ref-type="bibr" rid="B61">Yamane et al. (1995)</xref>
</th>
<th align="left">
<xref ref-type="bibr" rid="B1">Adachi et al. (2000)</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="left">Selection: (Maximum 4 stars)</td>
<td align="left">1) Is the case definition adequate?</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td align="left">2) Representativeness of the cases</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">3) Selection of controls</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td align="left">4) Definition of controls</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td align="left">Comparability: (Maximum 2 stars)</td>
<td align="left">5) Comparability of cases and controls on the basis of the design or analysis</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td rowspan="5" align="left">Outcome: (Maximum 3 stars)</td>
<td align="left">6) Ascertainment of exposure</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td align="left">7) Same method of ascertainment for cases and controls</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td align="left">8) Non-response rate</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Total score &#x3d;</td>
<td align="center">6</td>
<td align="center">6</td>
</tr>
<tr>
<td align="left">RoB score &#x3d;</td>
<td align="center">Moderate</td>
<td align="left">Moderate</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Newcastle - Ottawa quality assessment scale cohort studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="12" align="center">Newcastle - Ottawa quality assessment scale cohort studies</th>
</tr>
<tr>
<th colspan="2" align="center">Author</th>
<th align="center">
<xref ref-type="bibr" rid="B2">Altay et al. (1999)</xref>
</th>
<th align="center">
<xref ref-type="bibr" rid="B44">Roth and Orija. (2004)</xref>
</th>
<th align="center">
<xref ref-type="bibr" rid="B30">Kim et al. (2011)</xref>
</th>
<th align="center">
<xref ref-type="bibr" rid="B50">Sezer et al. (2018)</xref>
</th>
<th align="center">
<xref ref-type="bibr" rid="B6">Bensky et al. (2019)</xref>
</th>
<th align="center">
<xref ref-type="bibr" rid="B3">Ar&#x131;can et al. (2020)</xref>
</th>
<th align="center">
<xref ref-type="bibr" rid="B58">Tu&#x11f;ba-Kartal and &#xc7;a&#x11f;la-Mutlu. (2020)</xref>
</th>
<th align="center">
<xref ref-type="bibr" rid="B40">Orhan Kili&#xe7; et al. (2021)</xref>
</th>
<th align="left">
<xref ref-type="bibr" rid="B43">Ramos et al. (2021)</xref>
</th>
<th align="left">
<xref ref-type="bibr" rid="B31">Korpeti et al. (2023)</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="left">Selection: (Maximum 4 stars)</td>
<td align="left">1) Representativeness of the exposed cohort</td>
<td align="left"/>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">2) Selection of the non exposed cohort</td>
<td align="left"/>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">3) Ascertainment of exposure</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td align="left">4) Demonstration that outcome of interest was not present at start of study</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="center">&#x2a;</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Comparability: (Maximum 2 stars)</td>
<td align="left">5) Comparability of cohorts on the basis of the design or analysis</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
</tr>
<tr>
<td rowspan="5" align="left">Outcome: (Maximum 3 stars)</td>
<td align="left">6) Assessment of outcome &#x2a;&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
<td align="center">&#x2a;&#x2a;</td>
<td align="center">&#x2a;</td>
</tr>
<tr>
<td align="left">7) Was follow-up long enough for outcomes to occur</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="center">&#x2a;</td>
<td align="left"/>
</tr>
<tr>
<td align="left">8) Adequacy of follow up of cohorts</td>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2a;</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Total score &#x3d;</td>
<td align="center">6</td>
<td align="center">8</td>
<td align="center">8</td>
<td align="center">7</td>
<td align="center">9</td>
<td align="center">6</td>
<td align="center">6</td>
<td align="center">7</td>
<td align="center">5</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">RoB score</td>
<td align="center">Moderate</td>
<td align="center">Low</td>
<td align="center">Low</td>
<td align="center">Low</td>
<td align="center">Low</td>
<td align="center">Moderate</td>
<td align="center">Moderate</td>
<td align="center">Low</td>
<td align="center">Moderate</td>
<td align="center">High</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The main sources of inconsistency in the NOS scale were sample representativeness and sample size. While all studies adequately ascertained exposure and ensured comparability between outcome groups by controlling for confounders, 42% (n &#x3d; 5) did not provide adequate sample representativeness and size, and 17% (n &#x3d; 2) did not report the non-response rate. In 67% of the studies (n &#x3d; 8), the adequacy of follow-up of cohorts was not described.</p>
<p>The GRADE assessment showed moderate certainty of evidence for the increase in serum vitamin B12 levels and low certainty of evidence for homocysteine reduction, both across all studies and within RCT-only and observational-only subgroups. For observational studies reporting serum vitamin B12 levels, the certainty of evidence was upgraded from low to moderate due to the large and consistent magnitude of effect across studies, despite heterogeneity. High heterogeneity (I<sup>2</sup> &#x3e;80%) and concerns regarding imprecision and risk of bias were the main factors contributing to downgrading (<xref ref-type="sec" rid="s12">Supplementary Table S3</xref>).</p>
</sec>
<sec id="s3-3">
<label>3.3</label>
<title>Changes in serum cobalamin by supplementation route and dosage</title>
<p>Across 35 comparisons, the mean percentage increase in serum cobalamin following supplementation was approximately 293%, confirming the overall effectiveness of vitamin B12 interventions (<xref ref-type="sec" rid="s12">Supplementary Table S4</xref>).</p>
<p>When stratified by administration route, the mean percentage changes were:<list list-type="bullet">
<list-item>
<p>Intramuscular (IM): &#x223c;307%</p>
</list-item>
<list-item>
<p>Oral: &#x223c;285%</p>
</list-item>
<list-item>
<p>Sublingual: &#x223c;199%</p>
</list-item>
</list>
</p>
<p>IM administration showed the highest average B12 increase, although oral and sublingual routes also yielded substantial improvements, supporting their use as effective and less invasive alternatives.</p>
<p>By dosage, the mean changes were:<list list-type="bullet">
<list-item>
<p>500 mcg: &#x223c;127%</p>
</list-item>
<list-item>
<p>750 mcg: &#x223c;176% (single study)</p>
</list-item>
<list-item>
<p>1,000 mcg: &#x223c;280%</p>
</list-item>
<list-item>
<p>1,500 mcg: &#x223c;310%</p>
</list-item>
<list-item>
<p>2000 mcg: &#x223c;260%</p>
</list-item>
<list-item>
<p>5,000 mcg: &#x223c;62%</p>
</list-item>
</list>
</p>
<p>While 1,500 mcg of vitamin B12 showed the highest average increase, the effect plateaued or declined at higher doses, suggesting a possible saturation of absorption pathways. These findings support a personalised approach, where absorption efficiency may be more relevant than absolute dosage.</p>
</sec>
<sec id="s3-4">
<label>3.4</label>
<title>Changes in serum homocysteine by supplementation route and dosage</title>
<p>Analysis of 10 comparisons showed that vitamin B12 supplementation was associated with a mean reduction of &#x2212;35.8% in serum homocysteine concentrations (<xref ref-type="sec" rid="s12">Supplementary Table S5</xref>).</p>
<p>This confirms the well-documented role of cobalamin in lowering homocysteine levels in deficient or at-risk individuals.</p>
<p>When stratified by administration route, the average percentage reductions were:<list list-type="bullet">
<list-item>
<p>Intramuscular (IM): &#x2212;48.3%</p>
</list-item>
<list-item>
<p>Sublingual: &#x2212;30.7%</p>
</list-item>
<list-item>
<p>Oral: &#x2212;30.3%</p>
</list-item>
</list>
</p>
<p>These results suggest that IM administration leads the most pronounced homocysteine reduction, however, sublingual and oral routes also demonstrate clinically relevant effects.</p>
<p>With respect to dosage, the average reductions were:<list list-type="bullet">
<list-item>
<p>2000 mcg: &#x2212;71.5% (single data point)</p>
</list-item>
<list-item>
<p>1,000 mcg: &#x2212;31.8%</p>
</list-item>
</list>
</p>
<p>Although limited data are available for higher dosages, the findings support the efficacy of both oral and non-oral B12 formulations in modulating homocysteine levels. IM administration may provide the most robust response in clinical scenarios requiring rapid or substantial metabolic correction.</p>
</sec>
<sec id="s3-5">
<label>3.5</label>
<title>Meta-analysis</title>
<p>The included studies showed substantial heterogeneity (I<sup>2</sup> &#x3d; 99.6%, p &#x3c; 0.001), suggesting considerable variability in study outcomes that cannot be attributed to chance alone. Egger&#x2019;s test for funnel plot asymmetry (p &#x3c; 0.001) indicates potential publication bias, which may influence the observed effect sizes (<xref ref-type="fig" rid="F2">Figure 2</xref>). The prediction interval (&#x2212;237.1, 1,042.3) reflects a wide range of potential true effects in future studies, highlighting the high heterogeneity of the included trials. Sensitivity analysis identified one influential study (<xref ref-type="bibr" rid="B13">Castelli et al., 2011</xref>), based on both DFFITS and Cook&#x2019;s distance. This study reported by far the largest mean difference and very high variability. Excluding this study narrowed the prediction interval to (&#x2212;83.2, 768.4), but only slightly reduced the heterogeneity (I<sup>2</sup> &#x3d; 99.2%). The increase in cobalamin levels remains significant (p &#x3c; 0.001). There were no statistically significant differences in cobalamin levels between RCT and observational studies (p &#x3d; 0.268).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Funnel plot illustrating the mean change in cobalamin levels, indicating potential publication bias.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g002.tif">
<alt-text content-type="machine-generated">Funnel plot showing the relationship between mean change and standard error. Black diamonds represent studies. Shaded areas indicate significance levels: white (0.10 &#x3C; p &#x2264; 1.00), light gray (0.05 &#x3C; p &#x2264; 0.10), medium gray (0.01 &#x3C; p &#x2264; 0.05), and dark gray (0.00 &#x3C; p &#x2264; 0.01). Vertical axis ranges from 0 to 252.132, and horizontal axis ranges from -500 to 2500.</alt-text>
</graphic>
</fig>
<p>The dependence of efficacy on administration route, underlying pathology, age and dosage was examined.</p>
<p>Some studies appear multiple times across the forest plots because they reported more than one independent comparison (for example, evaluating different administration routes or dosage subgroups within the same study population). In accordance with Cochrane and PRISMA recommendations, each comparison was treated as a separate data point in the meta-analysis to maintain data granularity and prevent loss of relevant information.</p>
<sec id="s3-5-1">
<label>3.5.1</label>
<title>Cobalamin levels by administration route</title>
<p>
<xref ref-type="fig" rid="F3">Figure 3</xref> presents the forest plot illustrating the effect of vitamin B12 supplementation across three administration routes: oral, sublingual, and intramuscular (IM) (<xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>; <xref ref-type="bibr" rid="B1">Adachi et al., 2000</xref>; <xref ref-type="bibr" rid="B7">Bolaman et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Sharabi et al., 2003</xref>; <xref ref-type="bibr" rid="B13">Castelli et al., 2011</xref>; <xref ref-type="bibr" rid="B30">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B54">Parry-Strong et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Metaxas et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Schijns et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Sezer et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bensky et al., 2019</xref>; <xref ref-type="bibr" rid="B58">Tu&#x11f;ba-Kartal and &#xc7;a&#x11f;la-Mutlu, 2020</xref>; <xref ref-type="bibr" rid="B40">Orhan Kili&#xe7; et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Ramos et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Tandon et al., 2022</xref>). The pooled analysis demonstrates a statistically significant increase in cobalamin levels following B12 administration (p &#x3c; 0.001), indicating a substantial effect size across all groups. Positive values reflect an overall increase in serum B12 concentration post-administration. Importantly, the differences between administration routes were not statistically significant (p &#x3d; 0.270), suggesting comparable efficacy among oral, sublingual, and intramuscular B12 administration.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Cobalamin levels significantly increase following vitamin B12 administration. Differences between administration routes were not statistically significant. Studies involving children are shaded for visual differentiation.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g003.tif">
<alt-text content-type="machine-generated">Forest plot comparing mean change and 95% confidence intervals for vitamin B12 administration methods: oral, sublingual, and intramuscular (IM). The studies show varying mean changes, with oral and sublingual methods grouped separately. Subgroup analyses indicate high heterogeneity with I-squared values above 96%. The total pooled estimate suggests a mean change of 403 with a confidence interval of 294 to 512.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s3-6">
<label>3.6</label>
<title>Cobalamin levels by underlying pathology</title>
<p>
<xref ref-type="fig" rid="F4">Figure 4</xref> presents the forest plot illustrating the effect of vitamin B12 administration stratified by underlying pathology: gastrectomy, vitamin B12 deficiency of unspecified etiology, and other diseases (<xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>; <xref ref-type="bibr" rid="B1">Adachi et al., 2000</xref>; <xref ref-type="bibr" rid="B7">Bolaman et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Sharabi et al., 2003</xref>; <xref ref-type="bibr" rid="B13">Castelli et al., 2011</xref>; <xref ref-type="bibr" rid="B30">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B54">Parry-Strong et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Metaxas et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Schijns et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Sezer et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bensky et al., 2019</xref>; <xref ref-type="bibr" rid="B58">Tu&#x11f;ba-Kartal and &#xc7;a&#x11f;la-Mutlu, 2020</xref>; <xref ref-type="bibr" rid="B40">Orhan Kili&#xe7; et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Ramos et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Tandon et al., 2022</xref>). The pooled analysis demonstrates a significant increase in cobalamin levels across all subgroups. However, the difference between pathology groups was not statistically significant (p &#x3d; 0.132), suggesting a comparable response to B12 supplementation across clinical conditions: i) Gastrectomy: this subgroup includes patients who have undergone partial or total gastrectomy, a condition known to impair intrinsic factor-mediated absorption of vitamin B12. The pooled effect estimate indicates a substantial increase in B12 levels following supplementation; ii) Vitamin B12 Deficiency (unspecified etiology): this category includes individuals diagnosed with B12 deficiency without a clearly defined cause. The effect size within this group is similar to that of gastrectomy, highlighting the broad applicability of B12 supplementation across different deficiency states; iii) Other Diseases: this smaller subgroup includes conditions in which B12 deficiency may be secondary to disease-related malabsorption or altered metabolism. The observed heterogeneity in effect size suggests variability in response within this group. These findings underscore the efficacy of B12 supplementation across a range of pathological conditions while emphasizing the need for further research to better define disease-specific responses and optimal dosing strategies.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Differences in mean change in cobalamin levels between pathology groups were not statistically significant. Studies involving children are shaded for visual differentiation.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g004.tif">
<alt-text content-type="machine-generated">Forest plot showing studies on mean change in vitamin B12 levels. Categories: Gastrectomy, VB12 deficiency, Other diseases. Each study is listed with mean change and confidence interval. Subgroup analyses indicate high heterogeneity, with total effect size 403 [294, 512].</alt-text>
</graphic>
</fig>
<sec id="s3-6-1">
<label>3.6.1</label>
<title>Cobalamin levels by age group</title>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> presents the forest plot illustrating the effect of vitamin B12 administration stratified by age group (adults vs. children) (<xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>; <xref ref-type="bibr" rid="B1">Adachi et al., 2000</xref>; <xref ref-type="bibr" rid="B7">Bolaman et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Sharabi et al., 2003</xref>; <xref ref-type="bibr" rid="B13">Castelli et al., 2011</xref>; <xref ref-type="bibr" rid="B30">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B54">Parry-strong et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Metaxas et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Schijns et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Sezer et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bensky et al., 2019</xref>; <xref ref-type="bibr" rid="B58">Tu&#x11f;ba-Kartal and &#xc7;a&#x11f;la-Mutlu, 2020</xref>; <xref ref-type="bibr" rid="B40">Orhan Kili&#xe7; et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Ramos et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Tandon et al., 2022</xref>). The pooled analysis demonstrates a significant overall increase in cobalamin levels following B12 supplementation in both subgroups: i) Adults: the effect size in adults shows substantial heterogeneity, reflecting variability in response due to factors such as baseline B12 status, absorption capacity, and deficiency severity; ii) Children (age range 0&#x2013;15 years): studies involving pediatric populations show similarly significant increase in cobalamin levels, with effect sizes comparable to those observed in adults. Studies using the sublingual route are shaded for visual differentiation.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Differences in mean change in cobalamin levels between age groups were not statistically significant. Studies using the sublingual route are shaded for visual differentiation.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g005.tif">
<alt-text content-type="machine-generated">Forest plot showing mean changes with 95% confidence intervals for studies on adults and children. Each square represents a study, with diamond shapes indicating subgroup means. Adults&#x27; studies show a wide range of changes, while children&#x27;s studies indicate more moderate changes. The plot highlights variability, with most studies favoring positive mean change. Subgroup and total change statistics are provided, indicating significance.</alt-text>
</graphic>
</fig>
<p>Despite differences in effect sizes across individual studies, the overall difference between age groups was not statistically significant (p &#x3d; 0.902), indicating indicating similar efficacy of B12 supplementation in both adults and children. Further research is warranted to investigate influences such as baseline deficiency status, absorption efficiency, and dosing regimens across age groups.</p>
</sec>
<sec id="s3-6-2">
<label>3.6.2</label>
<title>Cobalamin levels by dosage</title>
<p>
<xref ref-type="fig" rid="F6">Figure 6</xref> presents the forest plot illustrating the effect of vitamin B12 supplementation stratified by dosage range: 500&#x2013;750&#xa0;&#xb5;g, 1000&#x2013;1500&#xa0;&#xb5;g, and 2000&#x2013;5000&#xa0;&#xb5;g (<xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>; <xref ref-type="bibr" rid="B1">Adachi et al., 2000</xref>; <xref ref-type="bibr" rid="B7">Bolaman et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Sharabi et al., 2003</xref>; <xref ref-type="bibr" rid="B13">Castelli et al., 2011</xref>; <xref ref-type="bibr" rid="B30">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B54">Parry-Strong et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Metaxas et al., 2017</xref>; <xref ref-type="bibr" rid="B49">Schijns et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Sezer et al., 2018</xref>; <xref ref-type="bibr" rid="B6">Bensky et al., 2019</xref>; <xref ref-type="bibr" rid="B58">Tu&#x11f;ba-Kartal and &#xc7;a&#x11f;la-Mutlu, 2020</xref>; <xref ref-type="bibr" rid="B40">Orhan Kili&#xe7; et al., 2021</xref>; <xref ref-type="bibr" rid="B43">Ramos et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Tandon et al., 2022</xref>). The pooled analysis indicates a significant increase in cobalamin levels across all dosage groups following supplementation. However, the differences between dosage groups were not statistically significant (p &#x3d; 0.485), suggesting that higher doses do not necessarily yield greater efficacy in raising serum B12 levels: i) Low-dose group (500&#x2013;750&#xa0;&#xb5;g): this subgroup shows moderate heterogeneity (I<sup>2</sup> &#x3d; 67.9%, p &#x3d; 0.015), indicating some variability in response, though the overall effect size remains positive; ii) Moderate-dose group (1000&#x2013;1500&#xa0;&#xb5;g): the largest subgroup in this analysis, demonstrating substantial heterogeneity (I<sup>2</sup> &#x3d; 99.8%, p &#x3c; 0.001) with considerable variability in effect size across studies; iii) High-dose group (2000&#x2013;5000&#xa0;&#xb5;g): this subgroup shows significant increases in cobalamin levels, although with continued high heterogeneity (I<sup>2</sup> &#x3d; 95.2%, p &#x3c; 0.001), suggesting a variable response even at higher doses.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Differences in mean change in cobalamin levels between dosage groups were not statistically significant. Studies using the sublingual route are shaded for visual differentiation.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g006.tif">
<alt-text content-type="machine-generated">Forest plot showing the mean change and 95% confidence intervals for various studies grouped by dosage categories: 500-750, 1000-1500, and 2000-5000. Each study&#x27;s effect size is represented by squares, with diamonds indicating subgroup summaries. The total combined effect size is shown at the bottom, with an overall mean change of 403 and a confidence interval of 294 to 512.</alt-text>
</graphic>
</fig>
<p>Despite differences in absolute mean changes, the lack of a statistically significant dose-response relationship implies that factors beyond dosage&#x2014;such as baseline B12 deficiency, absorption efficiency, and individual metabolic differences&#x2014;may play a more critical role in determining serum B12 increases. Further studies are needed to determine optimal dosing strategies, particularly in populations with varying deficiency states, absorption impairments, and treatment durations.</p>
</sec>
<sec id="s3-6-3">
<label>3.6.3</label>
<title>Homocysteine levels by administration route</title>
<p>
<xref ref-type="fig" rid="F7">Figures 7</xref>, <xref ref-type="fig" rid="F8">8</xref> present the forest plot and funnel plot illustrating the effect of vitamin B12 supplementation on homocysteine (Hcy) levels, stratified by administration route (oral, sublingual, and intramuscular) (<xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>; <xref ref-type="bibr" rid="B51">Sharabi et al., 2003</xref>; <xref ref-type="bibr" rid="B62">Yazaki et al., 2006</xref>). The pooled analysis shows a statistically significant reduction in homocysteine levels following B12 administration (p &#x3c; 0.001), with a negative effect size indicating a decrease in serum Hcy concentrations post-treatment. This finding is consistent across all administration routes, confirming the role of vitamin B12 in homocysteine metabolism through its cofactor role in one-carbon metabolism. There were no statistically significant differences in homocysteine levels between RCT and observational studies (p &#x3d; 0.139). Substantial heterogeneity was observed (I<sup>2</sup> &#x3d; 82.2%, p &#x3c; 0.001), indicating a high degree of variability among studies that cannot be attributed to chance alone. Egger&#x2019;s test for funnel plot asymmetry (p &#x3d; 0.003) suggests potential publication bias, indicating that smaller studies with less significant results may be underrepresented. The prediction interval (&#x2212;9.5, &#x2212;0.2) suggests that future studies are likely to observe a reduction in homocysteine levels, but with some variability in effect size. Sensitivity analysis identified one influential study (<xref ref-type="bibr" rid="B32">Kuzminski et al., 1998</xref>), based on both DFFITS and Cook&#x2019;s distance. This study reported the largest mean difference and very high variability. Excluding it only slightly narrowed the prediction interval to (&#x2212;8.4, &#x2212;0.4) and reduced the heterogeneity (I<sup>2</sup> &#x3d; 81.0%). The reduction in homocysteine levels remains significant (p &#x3c; 0.001).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Homocysteine levels significantly decrease following vitamin B12 administration. Differences between administration routes were not statistically significant.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g007.tif">
<alt-text content-type="machine-generated">Forest plot showing mean change and 95% confidence intervals for Vitamin B12 administration. Categories include Oral, Sublingual, and Intramuscular (IM) Vitamin B12. Results indicate variability, with Oral B12 showing a mean change of -3.64, Sublingual -4.98, and IM -11.67. The total effect is -4.83. Heterogeneity statistics are included.</alt-text>
</graphic>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Funnel plot illustrating the mean change in homocysteine levels, indicating potential publication bias.</p>
</caption>
<graphic xlink:href="fphar-16-1602976-g008.tif">
<alt-text content-type="machine-generated">Funnel plot showing the relationship between mean change and standard error in various studies. The plot includes shaded regions representing different p-value ranges: 0.10 to 1.00 (lightest), 0.05 to 0.10, 0.01 to 0.05, and 0.00 to 0.01 (darkest). Black diamonds represent individual studies, clustered around the mean change axis at the top of the plot. A legend on the upper left clarifies the shading system.</alt-text>
</graphic>
</fig>
<p>The difference in homocysteine reduction between administration routes was not statistically significant (p &#x3d; 0.485), suggesting that oral, sublingual, and IM administration are similarly effective in lowering Hcy levels. These results confirm the efficacy of vitamin B12 supplementation in reducing homocysteine, an important biomarker linked to cardiovascular risk, neurological and metabolic disorders. However, given the observed heterogeneity and potential publication bias, further well-designed, large-scale randomised controlled trials (RCTs) are warranted to refine optimal dosing and administration strategies.</p>
<p>To further explore the relationship between administration route and dosage, we generated a supplementary plot combining these two variables (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>). This visualization illustrates comparable increases in serum cobalamin levels across all routes and dosage groups, with overlapping standard deviations, reinforcing the absence of a clear dose-dependent effect.</p>
<p>No statistically significant differences were observed between administration routes or dosage groups (p &#x3e; 0.05), supporting the conclusion of comparable efficacy and the lack of a clear dose&#x2013;response relationship.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>This systematic review and meta-analysis provide a comparative evaluation of oral, sublingual, and intramuscular (IM) vitamin B12 supplementation in the management of B12 deficiency. Our findings indicate that all three administration routes effectively increase serum B12 levels, with no statistically significant differences among them. These results suggest that sublingual and oral B12 supplementation may serve as viable alternatives to IM injections, particularly in clinical settings where frequent intramuscular administration is impractical or resource intensive.</p>
<p>Despite comparable efficacy, route-specific considerations remain relevant. IM administration is the most invasive and costly, requiring healthcare visits, trained personnel, and procedural infrastructure. While it ensures direct systemic absorption, it is less patient-friendly and may result in reduced treatment adherence. Oral B12 supplementation is more accessible and cost-effective but relies on gastric intrinsic factor for absorption, rendering it unsuitable for individuals with gastric disorders or malabsorption syndromes. Sublingual administration, which bypasses the gastrointestinal tract, appears to be equally effective as IM injections while being less invasive and more cost-efficient&#x2014;particularly in patients with atrophic gastritis, post-gastrectomy status, or conditions that impair intrinsic factor-mediated absorption, where long-term intervention is often required.</p>
<p>Interestingly, much of the research has been based on doses far exceeding the recommended daily intake, both in individuals with pathological conditions and in healthy subjects. Despite the absence of a statistically significant dose&#x2013;response relationship observed in this analysis, clinical decision-making should consider that absorption efficiency&#x2014;rather than absolute dosage&#x2014;may be the limiting factor. This is particularly relevant for oral administration, which is subject to intrinsic factor saturation and receptor limitations in the ileum (<xref ref-type="bibr" rid="B42">Paul and Brady, 2017</xref>; <xref ref-type="bibr" rid="B14">Chanarin, 2000</xref>). Some pharmacokinetic studies suggest that only around 1.5&#x2013;2.5&#xa0;&#x3bc;g of B12 is absorbed from food per meal, while approximately 5% of a 25&#xa0;&#x3bc;g dose and only 1% of a 1,000&#xa0;&#x3bc;g oral dose is effectively absorbed (<xref ref-type="bibr" rid="B18">Devi et al., 2020</xref>; <xref ref-type="bibr" rid="B11">Carmel, 2008</xref>). These findings support the rationale for frequent, low-dose supplementation strategies in healthy individuals, while also emphasising the need for personalised approaches in those with malabsorption syndromes (<xref ref-type="bibr" rid="B8">Bor et al., 2010</xref>).</p>
<p>Moreover, our results highlight the essential role of vitamin B12 in homocysteine metabolism, as supplementation was associated with a significant reduction in serum homocysteine levels&#x2014;an important biomarker associated with cardiovascular and neurodegenerative diseases. However, substantial heterogeneity among studies was observed, likely attributable to differences in dosage, baseline B12 status, and population characteristics. The presence of funnel plot asymmetry also suggests potential publication bias, which warrants further scrutiny. These observations reinforce the need for well-designed randomised controlled trials (RCTs) to validate the findings and expand the evidence base.</p>
<p>From a public health perspective, our findings support the implementation of non-invasive vitamin B12 supplementation strategies. Given the lifelong need for B12 therapy in deficiency-prone populations, the selection of the most patient-friendly and economically sustainable option is critical. Sublingual administration, offering a balance of efficacy, accessibility, and compliance, emerges as a promising approach for routine clinical use. Future research should prioritise long-term outcomes in high-risk groups, comparisons of physiological versus pharmacological dosages in healthy subjects, cost-effectiveness analyses, and adherence monitoring to inform clinical guidelines for the management and prevention of B12 deficiency.</p>
<sec id="s4-1">
<label>4.1</label>
<title>Limitations and implications for practice</title>
<p>This meta-analysis has several limitations that should be considered when interpreting the findings. The substantial heterogeneity observed across studies (I<sup>2</sup> &#x3e; 80%) reflects differences in populations, dosages, supplementation duration, and analytical methods, which may have influenced the pooled estimates. Additionally, the presence of publication bias suggested by Egger&#x2019;s test and funnel plot asymmetry indicates that smaller studies with non-significant results might be underrepresented. The methodological quality of the included studies, as assessed through the Jadad and Newcastle&#x2013;Ottawa scales, varied from moderate to high, while the GRADE assessment indicated moderate certainty of evidence for serum vitamin B12 increase and low certainty for homocysteine reduction. These factors collectively suggest that the conclusions, while robust, should be interpreted with caution in clinical decision-making. Future research should focus on large-scale, well-controlled randomized trials with standardized dosing protocols, clearly defined deficiency thresholds, and long-term follow-up to strengthen the evidence base and guide clinical practice.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<label>5</label>
<title>Conclusion</title>
<p>This systematic review and meta-analysis indicate that sublingual and oral vitamin B12 administration provide efficacy comparable to intramuscular injection in improving serum cobalamin levels and reducing hyperhomocysteinaemia. Given their non-invasive nature and similar clinical performance, these routes may represent suitable alternatives to intramuscular therapy, particularly in settings requiring long-term management. Future research should investigate long-term outcomes in high-risk populations, direct comparisons between physiological and pharmacological dosages, cost-effectiveness analyses, and adherence metrics to inform optimal strategies for the prevention and management of vitamin B12 deficiency.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s12">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>MM: Conceptualization, Formal Analysis, Validation, Writing &#x2013; review and editing. AN: Data curation, Investigation, Methodology, Writing &#x2013; original draft. CS: Investigation, Methodology, Writing &#x2013; original draft. JV: Conceptualization, Data curation, Investigation, Writing &#x2013; original draft. RA: Data curation, Formal Analysis, Methodology, Software, Writing &#x2013; original draft. SB: Conceptualization, Formal Analysis, Supervision, Validation, Writing &#x2013; review and editing. FC: Formal Analysis, Validation, Writing &#x2013; original draft, Project administration. AW: Conceptualization, Investigation, Writing &#x2013; review and editing, Software. RS: Resources, Supervision, Validation, Writing &#x2013; original draft. LO: Project administration, Resources, Supervision, Visualization, Writing &#x2013; review and editing. DB: Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; review and editing, Conceptualization.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<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>
<sec sec-type="supplementary-material" id="s12">
<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/fphar.2025.1602976/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2025.1602976/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Supplementaryfile1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/42464/overview">Bernd Rosenkranz</ext-link>, Fundisa African Academy of Medicines Development, South Africa</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2828063/overview">Kacper Nijakowski</ext-link>, Poznan University of Medical Sciences, Poland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3022651/overview">Miriam Njoki Karinja</ext-link>, Science for Africa Foundation, Kenya</p>
</fn>
</fn-group>
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