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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title>
<issn pub-type="epub">2296-2360</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fped.2025.1649609</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A review of human milk oligosaccharide concentrations of breast milk for infants and young children through 24 months of age</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Kenney</surname><given-names>Adam D.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/3105186/overview"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/></contrib>
<contrib contrib-type="author"><name><surname>Sabag-Daigle</surname><given-names>Anice</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Stoecklein</surname><given-names>Mary-Margaret</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Buck</surname><given-names>Rachael H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Reverri</surname><given-names>Elizabeth J.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/3133035/overview" /><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Gut &#x0026; Immunity Platform, Abbott Nutrition</institution>, <addr-line>Columbus, OH</addr-line>, <country>United States</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Medical Safety &#x0026; Surveillance, Abbott Nutrition</institution>, <addr-line>Columbus, OH</addr-line>, <country>United States</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>Nutrition Science &#x0026; Innovation, Abbott Nutrition</institution>, <addr-line>Columbus, OH</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/80098/overview">Matthew Wyatt Carroll</ext-link>, University of Alberta, Canada</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1515583/overview">Sylwia Jarzynka</ext-link>, Medical University of Warsaw, Poland</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/648540/overview">Tadasu Urashima</ext-link>, Obihiro University of Agriculture and Veterinary Medicine, Japan</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Adam D. Kenney <email>adam.kenney@abbott.com</email> Elizabeth J. Reverri <email>elizabeth.reverri@abbott.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>04</day><month>09</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>13</volume><elocation-id>1649609</elocation-id>
<history>
<date date-type="received"><day>18</day><month>06</month><year>2025</year></date>
<date date-type="accepted"><day>18</day><month>08</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Kenney, Sabag-Daigle, Stoecklein, Buck and Reverri.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Kenney, Sabag-Daigle, Stoecklein, Buck and Reverri</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>The World Health Organization and American Academy of Pediatrics both support continued breastfeeding beyond 12 months of age up to 24 months of age or beyond. Human milk oligosaccharides (HMOs) are the third most abundant solid component in breast milk. HMO concentrations in early breast milk have been well-characterized, but less is known about HMO profiles later in lactation. The goals of this literature review and meta-analysis of studies that analyzed HMO concentrations at 12 months of lactation or beyond were to identify the most abundant HMOs in breast milk at various timepoints throughout lactation and assess dynamic changes in HMO concentrations over time. Literature searches were conducted to identify studies on HMO quantification following PRISMA guidelines. Only studies that measured HMOs at/beyond one year of age were analyzed. In total, thirteen studies met eligibility criteria. The identity and number of HMOs measured in each study were recorded. HMOs that appeared in at least 10 articles, termed herein as core HMOs, were selected for further analysis. Concentrations of these HMOs, as well as total HMO levels, were grouped by timepoint (colostrum, 6-, 12-, and &#x003E;12-months). Core HMOs were identified as 2&#x2032;-fucosyllactose (2&#x2032;-FL), 3-fucosyllactose (3-FL), lacto-N-tetraose (LNT), lacto-N-neotetraose (LNnT), 3&#x2032;-sialyllactose (3&#x2032;-SL), and 6&#x2032;-sialyllactose (6&#x2032;-SL). These HMOs accounted for &#x003E;70&#x0025; of the total HMO pool across timepoints. Total HMO concentrations decreased from colostrum to 6-months but plateaued at 12-months through 24 months. Individual core HMOs generally followed the same trend, with the exception of 3-FL, which increased in concentration over time through 12 months. Overall, HMO concentrations remained at significant levels through one year and the relative abundance of the core HMOs throughout lactation suggests biological relevance. Several studies have demonstrated associations between HMO concentrations in infants with outcomes in young children. Extending these analyses to include prolonged consumption of HMOs (&#x003E; one year) would be of general interest to the field. To the best of our knowledge, this review is the first to specifically synthesize studies that analyzed HMO concentrations at 12 months lactation. Further research may enhance the understanding of the effects of HMOs beyond infancy and into young childhood.</p>
</abstract>
<kwd-group>
<kwd>human milk oligosaccharides</kwd>
<kwd>HMO</kwd>
<kwd>concentrations</kwd>
<kwd>review</kwd>
<kwd>meta-analysis</kwd>
</kwd-group><counts>
<fig-count count="4"/>
<table-count count="2"/><equation-count count="0"/><ref-count count="40"/><page-count count="9"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Pediatric Gastroenterology, Hepatology and Nutrition</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Breastfeeding is the gold standard of feeding for infants. The American Academy of Pediatrics (AAP) recently published their updated United States (US) policy statement that supports continued breastfeeding to two&#x2009;&#x002B;&#x2009;years of age, as long as mutually desired by mother and child, with introduction of complementary foods at approximately six months of age (<xref ref-type="bibr" rid="B1">1</xref>). This aligns with global breastfeeding recommendations by the World Health Organization (WHO) that emphasize breast milk is an important source of energy and nutrients in the second year of life, providing about one-third of energy needs, and may reduce mortality in malnourished children (<xref ref-type="bibr" rid="B2">2</xref>). Despite these breastfeeding recommendations, only 35.9&#x0025; of young children in the US are breastfed up to 12 months of age with no further data points reported (<xref ref-type="bibr" rid="B3">3</xref>). Worldwide, approximately 70&#x0025; of young children are breastfed up to 12 months of age, which decreases to 45&#x0025; by 24 months of age (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>In breast milk, human milk oligosaccharides (HMOs) are the third most abundant solid component. HMO concentrations have been well-characterized from breast milk of mothers of infants (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). HMOs have been shown to have multi-functional benefits both preclinically (<xref ref-type="bibr" rid="B9">9</xref>) and clinically (<xref ref-type="bibr" rid="B10">10</xref>), including in infants fed formula with added HMO (<xref ref-type="bibr" rid="B11">11</xref>). Moreover, several studies from within the past decade have shown correlations between HMO consumption from breast milk in infancy and positive outcomes later in childhood (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). However, associations between extended consumption of HMOs beyond infancy and later outcomes have largely been unexplored to date. In general, young child nutrition is an understudied area (<xref ref-type="bibr" rid="B21">21</xref>). Adding to this dearth of information, few studies have empirically investigated HMO concentrations beyond the first 3&#x2013;6 months of lactation, and in those that have, measuring HMO concentrations at later timepoints has often not been the primary outcome. In fact, in a recent comprehensive review that compiled 57 studies in which HMO concentrations were measured throughout lactation, only two of the studies included measurements at 12 months of age (<xref ref-type="bibr" rid="B7">7</xref>). Further, the authors of that review aggregated all data from measurements occurring beyond 90 days of lactation into one category, underscoring how later measurement timepoints may be obscured within heterogenous datasets.</p>
<p>In consideration of these points, we aimed to specifically compile studies in which HMO concentrations were analyzed at 12 months of age and beyond in order to assess dynamic changes in HMO concentrations at discrete timepoints later in lactation. To our knowledge, this review and meta-analysis is the first of its kind to summarize HMO concentrations in breast milk with a precise focus on timepoints beyond early infancy.</p>
</sec>
<sec id="s2" sec-type="methods"><label>2</label><title>Materials and methods</title>
<p>Literature searches, concluding on January 31st, 2025, were conducted on PubMed and Google Scholar, with a combinations of search terms employed (human milk oligosaccharide(s) one year; human milk oligosaccharide(s) 12 months; human milk oligosaccharide(s) concentration; human milk oligosaccharide(s) quantification). Additionally, three previous literature reviews (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>) assessing HMO concentrations were cross-referenced for additional articles. The main inclusion criterion was as follows: only studies that measured HMO concentrations in at least one instance at or beyond one year (or an approximation thereof) were considered for inclusion. Where applicable, earlier measurement timepoints from these specific studies were used as reference points in the downstream data analysis. Additionally, only peer-reviewed articles published in or translated to English which had available datasets that could be reasonably obtained were included. Exclusion was performed independently by two authors (ADK and ASD). The full PRISMA workflow used for article exclusion can be found in <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>. In total, 13 research articles met all inclusion criteria (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>). Key characteristics of these studies are represented in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>PRISMA workflow. A total of 876 unique articles were screened. 650 that were obviously out-of-scope were excluded prior to retrieval. 201 articles were excluded via primary exclusion criteria. An additional 12 articles that measured HMOs at 12 months were excluded based on secondary exclusion criteria. 13 studies were included for review and analysis. PRISMA workflow template reproduced with permission under Creative Commons Attribution License (CC BY 4.0) (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649609-g001.tif"><alt-text content-type="machine-generated">Flowchart illustrating the study selection process. In the identification stage, records from databases (nine hundred fifty-seven) and previous reviews (ninety) total ten hundred forty-seven, with one hundred seventy-one duplicates removed, leaving eight hundred seventy-six screened. During screening, six hundred fifty are excluded, and two hundred twenty-six assessed for eligibility. Two hundred one are excluded due to HMO measurement issues and other criteria. Twenty-five report HMO concentrations at desired timepoints, with twelve more excluded for data issues, resulting in thirteen studies included in analysis.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Overview of articles included in the literature review. Articles are listed chronologically.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Ref.</th>
<th valign="top" align="center">Sample size</th>
<th valign="top" align="center">Country</th>
<th valign="top" align="center">Secretor status definition</th>
<th valign="top" align="center">Measurement timepoints (postpartum)</th>
<th valign="top" align="center">HMOs measured</th>
<th valign="top" align="center">No. of HMOs measured</th>
<th valign="top" align="center">Analysis method</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" align="left">435 mothers</td>
<td valign="top" align="left">Chile, China, France, Italy, Mexico, USA, Philippines, Singapore, Sweden</td>
<td valign="top" align="left">Not<break/>Determined</td>
<td valign="top" align="left">0&#x2013;2, 3&#x2013;10, 11&#x2013;30, 31&#x2013;452 days</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, DFL, LNT, LNnT, LNFP-I, LNFP-II, LNFP-III, LNFP-V</td>
<td valign="top" align="left">9</td>
<td valign="top" align="left">High-performance anion-exchange chromatography (HPAEC)</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">131 longitudinal breast milk samples from 19 mothers and 33 unpasteurized, pooled human milk samples from Mother&#x0027;s Milk Bank</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Not<break/>Determined</td>
<td valign="top" align="left">9&#x2013;17 months</td>
<td valign="top" align="left">Total of:<break/>2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNFP-I, LNFP-II, LNFP-III, LDFT, LNDFH-I, LNDFH-II, DSLNT, SLNFP-II, MNT, SLNFP-IV, MNnT</td>
<td valign="top" align="left">Total of 16 HMOs</td>
<td valign="top" align="left">Carbon high-performance liquid chromatography with tandem mass spectrometry (HPLC-MS)</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">26 mothers</td>
<td valign="top" align="left">Malaysia</td>
<td valign="top" align="left">Not<break/>Determined</td>
<td valign="top" align="left">Colostrum<break/>(&#x003C;5 days), 60, 180, 365 days</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, DSL, LNT, LNnT, 6&#x2032;-SLN, 3&#x2032;-S3FL, LSTa/b, LSTc, Total LNFP</td>
<td valign="top" align="left">12</td>
<td valign="top" align="left">Hydrophilic interaction liquid chromatography with mass spectrometry (HILIC-MS)</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left"><italic>n</italic>&#x2009;&#x003D;&#x2009;156 (3 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;122 (6 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;28 (12 months)</td>
<td valign="top" align="left">Germany</td>
<td valign="top" align="left">FUT2 SNP rs601338</td>
<td valign="top" align="left">3, 6, 12 months</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT, LNFP-I, LNFP-II, LNFP-III, LNFP-V, LDFT, LNDFH-I, 3&#x2032;-GL, 6&#x2032;-GL, LSTb, LSTc, LNnDFH, LNnFP-V, A-tetra, DSLNT, DFLNHa, LNH, MFLNH-III<break/>Hex4 HexNAc2</td>
<td valign="top" align="left">24</td>
<td valign="top" align="left">Liquid chromatography with mass spectrometry (LC-MS)</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left"><italic>n</italic>&#x2009;&#x003D;&#x2009;207 (1 month)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;109 (6 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;83 (12 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;59 (18 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;28 (24 months)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Presence or near absence of 2&#x2032;-FL (&#x003C;100&#x2005;nmol/ml)</td>
<td valign="top" align="left">1, 6, 12, 18, 24 months</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, DFL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT, LNFP-I, LNFP-II, LNFP-III, LNH, DFLNHa, DFLNT, DSLNH, DSLNT, LSTb, LSTc, FDSLNH, FLNH</td>
<td valign="top" align="left">19</td>
<td valign="top" align="left">HPLC</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left"><italic>n</italic>&#x2009;&#x003D;&#x2009;682 (6 weeks)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;448 (6 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;73 (12 months)</td>
<td valign="top" align="left">Germany</td>
<td valign="top" align="left">Defined but HMO levels were not stratified by group</td>
<td valign="top" align="left">6 weeks, 6 months, 12 months</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, DFL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT, LNFP-I, LNFP-II, LNFP-III, LNFP-V, LNDFH-I, LNDFH-II, LNnDFH II, 6&#x2032;-GL</td>
<td valign="top" align="left">15</td>
<td valign="top" align="left">Targeted liquid chromatography electrospray ionization with tandem mass spectrometry (LC-ESI-MS)</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">488 samples from 335 mothers</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Not<break/>Determined</td>
<td valign="top" align="left">0&#x2013;5, 10&#x2013;15, 40&#x2013;45, 200&#x2013;240, 300&#x2013;400 days</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">High-performance anion-exchange chromatography- pulsed ampero-metric detector (HPAEC-PAD)</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">167 samples from 71 mothers</td>
<td valign="top" align="left">United Kingdom</td>
<td valign="top" align="left">FUT2 SNP rs516246<break/>G/G and A/G<break/>alleles &#x003D;<break/>secretor<break/>A/A allele&#x2009;&#x003D;&#x2009;non-secretor</td>
<td valign="top" align="left">Birth, 2 weeks, 6 weeks, 3 months, 6 months, 12 months</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT, LNFP-I</td>
<td valign="top" align="left">7</td>
<td valign="top" align="left">HPAEC</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">383 samples from 277 mothers<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;100 (0&#x2013;5 days)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;20 (10&#x2013;15 days)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;91 (40&#x2013;45 days)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;93<break/>(200&#x2013;240 days)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;79<break/>(300&#x2013;400 days)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Presence of 2&#x2032;-FL &#x003E;200&#x2005;mg/L</td>
<td valign="top" align="left">0&#x2013;5, 10&#x2013;15, 40&#x2013;45, 200&#x2013;240, 300&#x2013;400 days</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">HPAEC-PAD</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="left">481 milk samples (random sub- sample from larger study)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Levels of 2&#x2032;-FL, LDFT, LNFP-I, and LNnDFH-I</td>
<td valign="top" align="left">Colostrum<break/>(0&#x2013;6 days), Transitional milk<break/>(7&#x2013;14 days), Mature milk (15&#x2013;340 days)</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT, LNFP-I, LNFP-II, LNFP-III, DSLNT, LDFT, LSTb, LSTc, [LNDFH-I&#x2009;&#x002B;&#x2009;LNnDFH-I], LNDFH-II, LNnDFH-II, MFLNH-I, MFLNH-III, MFLNnH, DFLNHa, DFpLNnH, [3&#x2032;-SLNFPII&#x2009;&#x002B;&#x2009;6&#x2032;-SLNFPVI]</td>
<td valign="top" align="left">22</td>
<td valign="top" align="left">Ultra-high performance liquid chromatography with mass spectrometry and multi-reaction monitoring (UPLC-MRM)</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" align="left">1,758 mothers</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Low and high 2&#x2032;-FL noted</td>
<td valign="top" align="left">0&#x2013;5, 10&#x2013;15, 40&#x2013;45, 200&#x2013;240, 300&#x2013;400 days</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT</td>
<td valign="top" align="left">6</td>
<td valign="top" align="left">HPAEC-PAD</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="left">Longitudinal breast milk samples from 210 mothers<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;210 (1 month)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;131 (6 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;84 (12 months)</td>
<td valign="top" align="left">USA</td>
<td valign="top" align="left">Not<break/>Determined</td>
<td valign="top" align="left">1, 6, 12 months</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, DFL, LNT, LNnT, LNFP-I, LNFP-II, LNFP-III, DFLNT, DSLNT, LNH, FLNH, DFLNH, FDSLNH, DSLNH, LSTb, LSTc</td>
<td valign="top" align="left">19</td>
<td valign="top" align="left">HPLC</td>
</tr>
<tr>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" align="left">129 mothers<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;36 (0&#x2013;3 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;33 (3&#x2013;6 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;43 (6&#x2013;9 months)<break/><italic>n</italic>&#x2009;&#x003D;&#x2009;15 (9&#x2013;12 months)</td>
<td valign="top" align="left">China</td>
<td valign="top" align="left">Not<break/>Determined</td>
<td valign="top" align="left">0&#x2013;3, 3&#x2013;6, 6&#x2013;9, 9&#x2013;12 months</td>
<td valign="top" align="left">2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL</td>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Nuclear magnetic resonance (<italic>N</italic>MR)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Identities of the individual HMOs and total number of HMOs measured in each study were recorded. For each unique HMO, the measurement frequency was calculated from a total possible inclusion score of 13 (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>). HMOs that appeared in a minimum of ten articles, termed herein as core HMOs, were selected for further analy-sis and were as follows: 2&#x2032;-fucosyllactose (2&#x2032;-FL), 3-fucosyllactose (3-FL), 3&#x2032;-sialyllactose (3&#x2032;-SL), 6&#x2032;-sialyllactose (6&#x2032;-SL), lacto-N-tetraose (LNT), and lac-to-N-neotetraose (LNnT). Concentrations of these six core HMOs were extracted from the available datasets and supplemental materials and compiled by selected timepoints of interest (colostrum and 6 months of age as reference timepoints, 12 months of age, and all timepoints &#x003E;12 months up to 24 months of age).</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Identity and frequency of individual HMOs analyzed in the 13 studies included in the literature review. 42 distinct HMOs were measured at least once across the studies. Core HMOs are defined as those appearing in at least 10 articles. Other (<xref ref-type="bibr" rid="B8">8</xref>) includes DSLNH, DFLNT, LNnDFH-I, LNnDFH-II, FLNH, FDSLNH, MFLNH-III, and 6&#x2032;-GL. Other (<xref ref-type="bibr" rid="B16">16</xref>) includes DSL, DFpLNnH, LNnFP-V, SLNFP-II, SLNFP-IV, MFLNH-I, MFLNnH, MNT, MNnT, 3&#x2032;-GL, 3-S3FL, 6SLN, [3SLNFP-II&#x2009;&#x002B;&#x2009;6SLNFP-VI], LSTa, Hex4 HexNAc2, and A-Tetra.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649609-g002.tif"><alt-text content-type="machine-generated">Bar chart showing the number of articles for different human milk oligosaccharides (HMOs). Core HMOs with ten or more articles include 2'-FL, 3-FL, 3'-SL, 6'-SL, LNT, and LNnT. Other HMOs have fewer articles, with some grouped under \"Other.\" A cut-off line separates core HMOs from others.</alt-text>
</graphic>
</fig>
<p>Additional curation of the data prior to analysis included standardizing all data-points to be presented as g/L and calculating total HMO levels at each timepoint (when not explicitly provided in the individual studies) by summing the mean values of all HMOs measured in that study. In the case of Mokhtari et al., conversion from nmol/ml to g/L could not reliably be performed for all HMOs measured, since molecular mass data could not be obtained for DFLNT and FDSLNH. As such, individual HMO concentrations were assessed for the core HMOs, but total concentrations were not calculated from this study (<xref ref-type="bibr" rid="B33">33</xref>). Further, necessary binning of timepoints that were not explicitly defined based on the above definitions was performed. For example, samples that were not defined explicitly as colostrum but that were measured on or before five days lactation were also considered to be colostrum samples. In some instances, the closest approximation to the defined timepoints was used, such as HMO concentrations measured at 180 days being included in the 6 months of age group, or values from a timepoint of &#x201C;300&#x2013;400 days&#x201D; being included in the 12 months of age group. In general, reasonable timepoint approximations were used wherever possible to avoid further narrowing of the dataset. Finally, data striated based on secretor status were treated as separate datapoints, where applicable. Concentrations of 2&#x2032;-FL from non-secretor samples were excluded from the analysis, as these values were near zero, consistent with findings that 2&#x2032;-FL is largely undetectable in milk from non-secretors (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>).</p>
<p>The compiled values for the six core HMOs, as well as total HMO concentrations, across these 13 studies were then graphed, with bars representing the overall mean-of-means and error bars representing standard deviation (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). From this analysis, relative proportions of these HMOs in comparison to total HMO levels at each timepoint were calculated by taking the quotient of individual HMO averages divided by the total HMO average and multiplying by 100&#x0025;, with &#x201C;other&#x201D; being calculated as 100&#x0025; - [Sum &#x0025; of 2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT] (<xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Concentrations of six core and total HMOs in breast milk. Mean values of the six most commonly measured HMOs across the studies [<bold>(A)</bold> 2&#x2032;-FL, <bold>(B)</bold> 3-FL, <bold>(C)</bold> 3&#x2032;-SL, <bold>(D)</bold> 6&#x2032;-SL, <bold>(E)</bold> LNT, <bold>(F)</bold> LNnT], as well as <bold>(G)</bold> total HMO levels, were compiled based on timepoint: colostrum, 6 months, and 12 months. <bold>(H)</bold>&#x2009;&#x003E;&#x2009;12 months of age timepoints (total HMO levels only; aggregate data of HMO levels collected between 13 and 24 months lactation). Data were extracted from the provided data tables or supplemental materials in each study. Total HMO levels were either provided in the individual studies or were calculated by summing the mean values of all HMOs measured in that specific study. Bars represent the mean-of-means for individual HMOs/timepoints across all studies. HMO concentrations across the included timepoints were assessed for statistically significant changes via one-way ANOVA with Tukey&#x0027;s <italic>post-hoc</italic> multiple comparisons test. &#x002A;<italic>P</italic>&#x2009;&#x003C;&#x2009;0.05; &#x002A;&#x002A; <italic>P</italic>&#x2009;&#x003C;&#x2009;0.01; &#x002A;&#x002A;&#x002A;<italic>P</italic>&#x2009;&#x003C;&#x2009;0.001; &#x002A;&#x002A;&#x002A;&#x002A;<italic>P</italic>&#x2009;&#x003C;&#x2009;0.0001.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649609-g003.tif"><alt-text content-type="machine-generated">Bar graphs display concentrations of different human milk oligosaccharides (HMOs) in colostrum, and at six and twelve months. Panels A and B show a decline over time; Panel C shows stability; Panel D displays a sharp decrease. Panels E and F exhibit significant decreases. Panel G shows consistent total HMO concentration, while Panel H indicates variable concentrations from thirteen to twenty-four months. Statistical significance is marked with asterisks: ** p&#x003C;0.01, *** p&#x003C;0.001, **** p&#x003C;0.0001.</alt-text>
</graphic>
</fig>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Concentration and relative abundance of the six core HMOs at 0&#x2013;12 months of age across the 13 studies analyzed.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="center" rowspan="3">HMO</th>
<th colspan="6">Timepoint</th>
</tr>
<tr>
<th valign="top" align="center" colspan="2">Colostrum</th>
<th valign="top" align="center" colspan="2">6mo</th>
<th valign="top" align="center" colspan="2">12mo</th>
</tr>
<tr>
<th valign="top" align="center">Concentration (g/L)</th>
<th valign="top" align="center">Relative abundance (&#x0025;)</th>
<th valign="top" align="center">Concentration (g/L)</th>
<th valign="top" align="center">Relative abundance (&#x0025;)</th>
<th valign="top" align="center">Concentration (g/L)</th>
<th valign="top" align="center">Relative abundance (&#x0025;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">2&#x2032;-FL</td>
<td valign="top" align="center">3.00</td>
<td valign="top" align="center"><italic>38.9</italic></td>
<td valign="top" align="center">1.82</td>
<td valign="top" align="center"><italic>35.5</italic></td>
<td valign="top" align="center">1.59</td>
<td valign="top" align="center"><italic>29.7</italic></td>
</tr>
<tr>
<td valign="top" align="left">3-FL</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="center"><italic>4.9</italic></td>
<td valign="top" align="center">1.23</td>
<td valign="top" align="center"><italic>24.1</italic></td>
<td valign="top" align="center">1.45</td>
<td valign="top" align="center"><italic>27.1</italic></td>
</tr>
<tr>
<td valign="top" align="left">LNT</td>
<td valign="top" align="center">1.31</td>
<td valign="top" align="center"><italic>16.9</italic></td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center"><italic>9.8</italic></td>
<td valign="top" align="center">0.50</td>
<td valign="top" align="center"><italic>9.5</italic></td>
</tr>
<tr>
<td valign="top" align="left">LNnT</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center"><italic>7.1</italic></td>
<td valign="top" align="center">0.13</td>
<td valign="top" align="center"><italic>2.6</italic></td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center"><italic>2.3</italic></td>
</tr>
<tr>
<td valign="top" align="left">3&#x2032;-SL</td>
<td valign="top" align="center">0.21</td>
<td valign="top" align="center"><italic>2.7</italic></td>
<td valign="top" align="center">0.20</td>
<td valign="top" align="center"><italic>3.8</italic></td>
<td valign="top" align="center">0.24</td>
<td valign="top" align="center"><italic>4.4</italic></td>
</tr>
<tr>
<td valign="top" align="left">6&#x2032;-SL</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center"><italic>6.8</italic></td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center"><italic>1.6</italic></td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="center"><italic>1.1</italic></td>
</tr>
<tr>
<td valign="top" align="left">Total</td>
<td valign="top" align="center"><italic>7.72</italic></td>
<td valign="top" align="center">&#x2014;</td>
<td valign="top" align="center">5.12</td>
<td valign="top" align="center">&#x2014;</td>
<td valign="top" align="center">5.34</td>
<td valign="top" align="center">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Italicized values represent relative abundance (&#x0025;) of the specified individual HMO in comparison to total HMO concentration at each timepoint. These values are represented graphically in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>Relative abundance of the six core HMOs in breast milk between 0 and 12 months of age. Ratios of the six individual HMOs as in <xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref> were calculated in relation to total HMO concentration. Ratios were calculated by taking the quotient of average individual HMO levels divided by average total HMO level at the respective timepoint and multiplying by 100&#x0025;. &#x201C;Other&#x201D; was calculated as 100&#x0025; - [Sum &#x0025; of 2&#x2032;-FL, 3-FL,</p>
<p>3&#x2032;-SL, 6&#x2032;-SL, LNT, LNnT]. <bold>(A)</bold> Colostrum, <bold>(B)</bold> 6 months, <bold>(C)</bold> 12 months.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1649609-g004.tif"><alt-text content-type="machine-generated">Three pie charts titled \"Colostrum,\" \"6 months,\" and \"12 months\" show the composition of different components: 2'-FL, 3-FL, 3'-SL, 6'-SL, LNT, LNnT, and Other. Each chart displays varying proportions of these components, with 2'-FL forming the largest segment in all three charts. A legend identifies each component by color.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<p>In total, 42 unique HMOs were measured at least once across the 13 articles, with over a third of these HMOs (38.1&#x0025; or 16 of 42 HMOs) only appearing in one instance across all studies. Only ten HMOs were represented in at least half of the included studies. The six core HMOs selected for further analysis, defined above as those that were analyzed in at least ten studies, included 2&#x2032;FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL, LNT, and LNnT. One study (<xref ref-type="bibr" rid="B23">23</xref>) reported total HMO levels based on 16 HMOs, including 2&#x2032;-FL, 3-FL, 3&#x2032;-SL, 6&#x2032;-SL and LNT. Only 2&#x2032;-FL and 3-FL were measured in every study. The identity of HMOs measured and the number of articles in which they appear are summarized in <xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>.</p>
<p>The most common timepoints where HMOs were measured in these studies were in colostrum and at 6- and 12-months of age. Most studies concluded measurements at one year. Only Perrin et al. (<xref ref-type="bibr" rid="B23">23</xref>) (monthly measurements of total HMO levels up to 17 months of age) and Plows et al. (<xref ref-type="bibr" rid="B26">26</xref>) (individual concentrations of 19 HMOs at 18- and 24-months of age) measured HMOs at appreciably later timepoints. As such, our analysis of individual HMO levels was capped at 12 months of age, with colostrum and 6-month timepoints serving as reference points from which changes in HMO concentrations could be assessed. We included an additional timepoint (&#x003E;12 months of age) for total HMO concentrations which represents aggregated data from <italic>n</italic>&#x2009;&#x003D;&#x2009;9 datapoints, comprising all measurements from 13 to 24 months of age in two studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B26">26</xref>).</p>
<p>Our analysis revealed that 2&#x2032;-FL was the most abundant HMO in breastmilk across all timepoints (<xref ref-type="fig" rid="F3">Figure&#x00A0;3A</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). At an average concentration of 3.00&#x2005;g/L in colostrum, this was more than double the level of the next most abundant HMO, which was LNT at 1.31&#x2005;g/L (<xref ref-type="fig" rid="F3">Figures&#x00A0;3A,E</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). Moreover, despite a significant decline in concentration over the course of lactation, 2&#x2032;-FL remained slightly more abundant at 12 months compared to 3-FL (1.59&#x2005;g/L vs. 1.45&#x2005;g/L) (<xref ref-type="fig" rid="F3">Figures&#x00A0;3A,B</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). These data align with previous observations that 2&#x2032;-FL is the most prominent breastmilk oligosaccharide (<xref ref-type="bibr" rid="B7">7</xref>). Inversely, 3-FL, the second most abundant fucosylated oligosaccharide in breastmilk, was the only HMO found to significantly increase over time (0.38&#x2005;g/L in colostrum vs. 1.45&#x2005;g/L at 12 months, a nearly four-fold increase) (<xref ref-type="fig" rid="F3">Figure&#x00A0;3B</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). The remaining HMOs that were analyzed either decreased from colostrum to 12 months of age (6&#x2032;-SL, LNT, and LNnT) or plateaued (3&#x2032;-SL) (<xref ref-type="fig" rid="F3">Figures&#x00A0;3C&#x2013;F</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). Total HMO concentrations also declined throughout lactation (7.72&#x2005;g/L in colostrum to 5.34&#x2005;g/L at 12 months) (<xref ref-type="fig" rid="F3">Figure&#x00A0;3G</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>). HMO concentrations from all timepoints &#x003E;12 months of age ranged from 7.2&#x2005;g/L to 10.1&#x2005;g/L, with an average concentration of 8.47&#x2005;g/L (<xref ref-type="fig" rid="F3">Figure&#x00A0;3H</xref>). These data are plotted separately given that all datapoints originated from only two studies, making statistical comparisons to previous timepoints not possible. Proportionally, the six core HMOs accounted for more than 70&#x0025; of the total HMO pool at each timepoint (<xref ref-type="fig" rid="F4">Figures&#x00A0;4A&#x2013;C</xref>, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>Whereas the breadth of literature investigating breast milk HMO levels during the infancy year is extensive and diverse, the number of studies analyzing at or beyond 12 months of age is comparatively limited. As previously mentioned, Soyyilmaz et al. recently published an extensive review covering HMO levels throughout lactation, amounting to 57 publications (<xref ref-type="bibr" rid="B7">7</xref>). In contrast, the dataset included herein is derived from a pool of literature &#x003C;25&#x0025; of that scale despite less stringent inclusion criteria, underscoring that the focus in the field has been predominantly early lactation. However, the cumulative sample size (<italic>n</italic>&#x2009;&#x003D;&#x2009;4,786) across all studies included was still quite robust. Moreover, the authors of that study aggregated all data from measurements occurring be-yond 90 days of lactation into one category (<xref ref-type="bibr" rid="B7">7</xref>). Nonetheless, the findings reported here are largely in agreement with what has been previously published on HMO levels in early milk. Specifically, the relative abundance of selected HMOs and trends in total HMO levels (overall decline) over time were consistent out to 12 months of age (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). Of note, there was some minor variation between the relative abundance of the core HMOs reported here and what has been described previously. This can likely be attributed to the aforementioned smaller sample size of studies included in this review, which precluded further analysis of additional predominant HMOs, such as LNFP-I and LNDFH-I. Interestingly, the aggregated values for total HMO levels from all &#x003E;12 months of age timepoints represented the highest average concentration of any timepoint. However, because these datapoints were compiled from a wide range of collection timepoints across a much smaller pool of studies, any meaningful comparison should be drawn with caution until more substantive analysis can be completed from a larger pool of data which may become available from future studies.</p>
<p>There are several other key considerations that may further shape interpretation of the data presented herein. In an analysis comprising so few studies and in which there exists disparity in analysis methods, experimental design, and data reporting, intra-study variation will inherently lend greater influence on the overall results. Specific factors that could not be controlled for here, due to the necessarily lenient exclusion criteria, include HMO analytical method, definition and striation of secretor vs. non-secretor milk, geographic location of the studies, relative sample size consistency across timepoints, health of the mother/infant dyads, and birth/delivery mode of the infant. For instance, the studies that utilized HPLC tended to quantify a more diverse set of HMOs (12&#x2013;24 HMOs) compared to those that used HPAEC (6&#x2013;9 HMOs), both of which were greater than the one study that employed NMR analysis (4 HMOs) (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>). Even within conserved methods across studies, there was considerable variation in the data reported. Moreover, since the studies represented herein analyzed a variety of HMOs, it stands to reason that the most commonly measured core HMOs may have been overrepresented in studies where these HMOs comprised most, or all, of the total HMO pool measured in that particular study (<xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>). This may also be an example of confirmation bias, wherein these HMOs have historically been considered among the most abundant HMOs in breastmilk (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>) and therefore emphasis was placed on including them in the analysis (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>). Additionally, secretor status of the mother is well-established to disproportionately affect levels of certain HMOs, namely 2&#x2032;-FL (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B41">41</xref>), yet secretor status was only considered for data presentation in five studies, with variable definitions for determining secretor vs. non-secretor in each (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>). Likewise, impact of geographical origin of the samples on HMO concentrations was not considered here despite disparate sampling across the United States, Asia, and Europe, although previous reports have suggested that there are significant differences in HMO levels across the globe (<xref ref-type="bibr" rid="B42">42</xref>). Where sample size was reported by individual timepoint in contrast to overall sample size, late timepoint <italic>n</italic> numbers were consistently the lowest values and in some cases were nearly 10-fold lower compared to early timepoints (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>), which may have introduced further variability within certain portions of the datasets. Indeed, even from six to 12 months of age, cumulative sample size from this subset of studies decreased from <italic>n</italic>&#x2009;&#x003D;&#x2009;936 at six months of age to <italic>n</italic>&#x2009;&#x003D;&#x2009;362 at 12 months of age, representing a 61&#x0025; reduction in the number of mothers represented. Other factors, such as health of the mother/infant dyads and birth/delivery mode, were often not reported within the studies at all, although the contribution of these factors to breastmilk HMO concentrations is unclear. Taken together, these considerations underscore the inherent difficulty in drawing overarching conclusions about HMO levels at later timepoints in lactation and highlight a key knowledge gap in the field which warrants further study. Nonetheless, the results herein highlight the significant contributions of the so-called core HMOs to the overall HMO pool throughout lactation and suggest that total HMO levels remain at biologically significant levels through the first two years of breastfeeding.</p>
<p>Interestingly, only one study included in this review was published prior to the last decade. The remaining studies were published between 2017-present, potentially indicating a shift in interest/focus to HMO levels beyond one year, in alignment with updated US breastfeeding guidelines that support breastfeeding beyond one year (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Despite this recent attention, more research focused specifically on HMO concentrations beyond one year of lactation is warranted. Intriguingly, an increasing number of breast milk association studies have been published relating HMO concentrations in breast milk during infancy to positive outcomes into young childhood (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). Extending these analyses to include prolonged consumption of HMOs up to two years would be valuable to the field. Additionally, if a young child is not receiving breast milk, HMOs may be provided by select young child formulas/toddler drinks and/or dietary supplements intended for young children, when warranted.</p>
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<sec id="s5" sec-type="author-contributions"><title>Author contributions</title>
<p>AK: Formal analysis, Visualization, Conceptualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Data curation. AS-D: Writing &#x2013; original draft, Conceptualization, Writing &#x2013; review &#x0026; editing. M-MS: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. RB: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. ER: Writing &#x2013; original draft, Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="s6" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec id="s7" sec-type="COI-statement"><title>Conflict of interest</title>
<p>Authors AK, AS-D, M-MS, RB and ER were employed by and are stakeholder of Abbott Nutrition.</p>
</sec>
<sec id="s8" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) 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>
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<sec id="s9" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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