<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2025.1660505</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Impact of yogurt consumption on bone health markers in adults with or without osteoporosis: a systematic review and meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Mayo</surname> <given-names>Baltasar</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/23769/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Malag&#x00F3;n-Rojas</surname> <given-names>Jeadran</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2686176/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Agahi</surname> <given-names>Fojan</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3103664/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Frias</surname> <given-names>Juana</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/255521/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>K&#x00FC;nili</surname> <given-names>&#x0130;brahim Ender</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2833895/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>K&#x00FC;tt</surname> <given-names>Mary-Liis</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3104457/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mardon</surname> <given-names>Julie</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3104444/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Nikolovska Nedelkoska</surname> <given-names>Daniela</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3112850/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Parada</surname> <given-names>Mayra Alejandra</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3120904/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Torbica</surname> <given-names>Aleksandra</given-names></name>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/106685/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<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/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bulmu&#x015F;-T&#x00FC;ccar</surname> <given-names>Tu&#x011F;&#x00E7;e</given-names></name>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/3105471/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<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>Yilmaz</surname> <given-names>Birsen</given-names></name>
<xref ref-type="aff" rid="aff12"><sup>12</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1339748/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<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">
<name><surname>B&#x00E4;r</surname> <given-names>Cornelia</given-names></name>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1365702/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Harsa</surname> <given-names>Hayriye Sebnem</given-names></name>
<xref ref-type="aff" rid="aff14"><sup>14</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1454312/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Chassard</surname> <given-names>Christophe</given-names></name>
<xref ref-type="aff" rid="aff15"><sup>15</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/326387/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Pra&#x0107;er</surname> <given-names>Smilja</given-names></name>
<xref ref-type="aff" rid="aff16"><sup>16</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2820790/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Verg&#x00E8;res</surname> <given-names>Guy</given-names></name>
<xref ref-type="aff" rid="aff13"><sup>13</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/26699/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tamang</surname> <given-names>Jyoti Prakash</given-names></name>
<xref ref-type="aff" rid="aff17"><sup>17</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/24652/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Instituto de Productos L&#x00E1;cteos de Asturias (IPLA-CSIC)</institution>, <addr-line>Oviedo</addr-line>, <country>Spain</country></aff>
<aff id="aff2"><sup>2</sup><institution>Investigaci&#x00F3;n Sanitaria del Principado de Asturias (ISPA)</institution>, <addr-line>Oviedo</addr-line>, <country>Spain</country></aff>
<aff id="aff3"><sup>3</sup><institution>Observatorio Nacional de Salud, Instituto Nacional de Salud</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<aff id="aff4"><sup>4</sup><institution>Instituto de Ciencia y Tecnolog&#x00ED;a de Alimentos y Nutrici&#x00F3;n (ICTAN-CSIC)</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Fishing and Fish Processing Technology, The Faculty of Marine Sciences and Technology, &#x00C7;anakkale Onsekiz Mart University</institution>, <addr-line>&#x00C7;anakkale</addr-line>, <country>T&#x00FC;rkiye</country></aff>
<aff id="aff6"><sup>6</sup><institution>&#x00C4;io tech O&#x00DC;</institution>, <addr-line>Tallinn</addr-line>, <country>Estonia</country></aff>
<aff id="aff7"><sup>7</sup><institution>Universit&#x00E9; Clermont Auvergne, INRAE, VetAgro Sup</institution>, <addr-line>Lempdes</addr-line>, <country>France</country></aff>
<aff id="aff8"><sup>8</sup><institution>Faculty of Technology and Technical Sciences, University &#x201C;St. Kliment Ohridski&#x201D;-Bitola</institution>, <addr-line>Veles</addr-line>, <country>Republic of North Macedonia</country></aff>
<aff id="aff9"><sup>9</sup><institution>Grupo de Salud Ambiental y Laboral, Instituto Nacional de Salud</institution>, <addr-line>Bogot&#x00E1;</addr-line>, <country>Colombia</country></aff>
<aff id="aff10"><sup>10</sup><institution>Institute of Food Technology, University of Novi Sad</institution>, <addr-line>Novi Sad</addr-line>, <country>Serbia</country></aff>
<aff id="aff11"><sup>11</sup><institution>Department of Nutrition and Dietetics, Y&#x00FC;ksek Ihtisas University</institution>, <addr-line>Ankara</addr-line>, <country>T&#x00FC;rkiye</country></aff>
<aff id="aff12"><sup>12</sup><institution>Department of Biological Sciences, Tata Institute of Fundamental Research</institution>, <addr-line>Hyderabad</addr-line>, <country>India</country></aff>
<aff id="aff13"><sup>13</sup><institution>Agroscope</institution>, <addr-line>Bern</addr-line>, <country>Switzerland</country></aff>
<aff id="aff14"><sup>14</sup><institution>Department of Food Engineering, &#x0130;zmir Institute of Technology</institution>, <addr-line>&#x0130;zmir</addr-line>, <country>T&#x00FC;rkiye</country></aff>
<aff id="aff15"><sup>15</sup><institution>UCA, INRAE, VetAgro Sup</institution>, <addr-line>Aurillac</addr-line>, <country>France</country></aff>
<aff id="aff16"><sup>16</sup><institution>Institute for Biological Research Sini&#x0161;a Stankovi&#x0107;, National Institute of the Republic of Serbia, University of Belgrade</institution>, <addr-line>Belgrade</addr-line>, <country>Serbia</country></aff>
<aff id="aff17"><sup>17</sup><institution>Department of Microbiology, Sikkim University</institution>, <addr-line>Gangtok</addr-line>, <country>India</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1773679/overview">Nattakorn Kuncharoen</ext-link>, Kasetsart University, Thailand</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1924956/overview">Norma Ang&#x00E9;lica Ch&#x00E1;vez Vela</ext-link>, Autonomous University of Aguascalientes, Mexico</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2559778/overview">Mobolaji Timothy Olagunju</ext-link>, Nanjing Medical University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Baltasar Mayo, <email>baltasar.mayo@ipla.csic.es</email></corresp>
<corresp id="c002">Jeadran Malag&#x00F3;n-Rojas, <email>jnmalagon@unbosque.edu.co</email>; <email>jmalagon@ins.gov.co</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="equal" id="fn003"><p><sup>&#x2021;</sup>Dedicated to the memory of our dear colleague and beloved friend and project partner Dr. Jyoti Prakash Tamang, who passed away on 29th April 2025</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1660505</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Mayo, Malag&#x00F3;n-Rojas, Agahi, Frias, K&#x00FC;nili, K&#x00FC;tt, Mardon, Nikolovska Nedelkoska, Parada, Torbica, Bulmu&#x015F;-T&#x00FC;ccar, Yilmaz, B&#x00E4;r, Harsa, Chassard, Pra&#x0107;er, Verg&#x00E8;res and Tamang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Mayo, Malag&#x00F3;n-Rojas, Agahi, Frias, K&#x00FC;nili, K&#x00FC;tt, Mardon, Nikolovska Nedelkoska, Parada, Torbica, Bulmu&#x015F;-T&#x00FC;ccar, Yilmaz, B&#x00E4;r, Harsa, Chassard, Pra&#x0107;er, Verg&#x00E8;res and Tamang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Yogurt is a fermented dairy product widely recognized for its nutritional value and potential health benefits, particularly due to its high content of calcium, phosphorus, vitamins, and other bioactive compounds. Its purported role in promoting bone health has attracted increasing attention, especially among adults at risk of osteoporosis. However, the specific impact of yogurt consumption on bone health remains controversial, as current evidence is limited and often inconclusive. This systematic review and meta-analysis sought to evaluate the exclusive effects of yogurt consumption on bone health in adults with and without osteoporosis. Employing rigorous inclusion and exclusion criteria and standardized methodologies, the study reviewed data from both observational and clinical studies to assess the effect of yogurt consumption on bone mineral density (BMD), fracture risk, and other bone health markers. In addition, yogurt characteristics were documented in accordance with EFSA guidelines, the possible bioactive components listed, and their potential mechanism of action in relation to bone health discussed. Studies fitting the inclusion and exclusion criteria (<italic>n</italic> = 12) were all observational, limiting the ability to infer causality. The meta-analysis of cohort studies (<italic>n</italic> = 6) found no significant association between yogurt consumption and hip fracture risk (HR = 1.01, 95% CI: 0.96&#x2013;1.07), while the observed positive effect on BMD was minimal and clinically irrelevant (SMD = 0.009). Although some studies reported modest improvements in BMD and bone biomarkers, the overall evidence remains inconclusive, hindered by the heterogeneity in study designs and inconsistent yogurt intake. In conclusion, current evidence does not support a significant role of yogurt consumption in preventing fractures or improving BMD in adults. Well-designed randomized controlled studies are needed to clarify its effects, particularly in adults at risk of or with osteoporosis or osteopenia. In conclusion, the effectiveness of yogurt as a primary strategy for enhancing bone health is not fully substantiated by current data, though its inclusion within a balanced diet may still offer benefits for bone health.</p>
<sec>
<title>Systematic review registration</title>
<p><uri xlink:href="https://osf.io/">https://osf.io/</uri>, <uri xlink:href="https://doi.org/10.17605/OSF.IO/ES2PM">10.17605/OSF.IO/ES2PM</uri></p>
</sec>
</abstract>
<kwd-group>
<kwd>yogurt</kwd>
<kwd>fermented food</kwd>
<kwd>bone health</kwd>
<kwd>osteoporosis</kwd>
<kwd>osteopenia</kwd>
<kwd>systematic review</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="5"/>
<equation-count count="2"/>
<ref-count count="76"/>
<page-count count="19"/>
<word-count count="12503"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Nutrition and Microbes</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1 Introduction</title>
<p>Yogurt is defined by the Codex Alimentarius as &#x201C;a coagulated dairy product obtained through the fermentation of milk by the symbiotic action of <italic>Streptococcus thermophilus</italic> (<italic>S. thermophilus</italic>) and <italic>Lactobacillus delbrueckii</italic> subsp. <italic>bulgaricus</italic> (<italic>L. bulgaricus</italic>)&#x201D; (<xref ref-type="bibr" rid="B1">1</xref>). Although the biochemical composition of milk and yogurt is highly similar, yogurt offers unique nutritional advantages due to the metabolic activities of <italic>S. thermophilus</italic> and <italic>L. bulgaricus</italic>. These bacteria can synthesize vitamins &#x2013;particularly those from groups B and K&#x2013; and generate compounds with potential biological activity during fermentation (e.g., lactic acid, &#x03B3;-aminobutyric acid, and bioactive peptides) (<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>). The bacteria in yogurt must be alive, which is essential to the product&#x2019;s identity and potential health benefits. Despite its standard definition, yogurt presents considerable diversity in terms of composition and processing. It can be prepared from milk of various species, and is available in multiple forms &#x2013;such as plain, semi-skimmed or skimmed milk&#x2013;, depending on regional traditions and production practices. Beyond the high nutritional value of milk, yogurt is endowed with additional beneficial effects, such as enhancing lactose tolerance, reducing the risk of diabetes type 2, improving digestive health, immune function, metabolic health, mental well-being, and bone health (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). In agreement with these benefits to human health, yogurt has been endowed with a health claim issued by the European Food Safety Agency (EFSA) in 2010 which states that &#x201C;live yogurt cultures can improve lactose digestion in individuals with lactose maldigestion&#x201D; (<xref ref-type="bibr" rid="B10">10</xref>) and, more recently, with a Federal Drug Agency health claim that states that &#x201C;eating yogurt regularly may reduce the risk of type 2 diabetes&#x201D; (<xref ref-type="bibr" rid="B11">11</xref>). Beneficial assumptions and health claims have supported the inclusion of yogurt in many dietary recommendations and guidelines.</p>
<p>Bone health refers to the overall condition of bone formation, maintenance and repair during the whole human lifespan (<xref ref-type="bibr" rid="B12">12</xref>). Bone formation is a crucial process that occurs mainly during childhood and adolescence, which results in an increase in bone mass and bone strength. Nonetheless, bone is a living tissue that is constantly undergoing formation, remodeling and repair. In the adulthood (from 30 years onward) bone formation slows down and bone resorption increases. This may lead to a gradual loss of bone mass (<xref ref-type="bibr" rid="B12">12</xref>), which can end up in the adulthood with fragility fractures (e.g., hip, forearm, and vertebrae), a sign of underlying bone conditions such as osteopenia or osteoporosis. Calcium, phosphorous, and vitamin D are considered essential compounds in bone physiology and health (<xref ref-type="bibr" rid="B13">13</xref>). Absorption of minerals in the intestine is stimulated by vitamin D. This vitamin is responsible for the abortion of more than 90% of the calcium (<xref ref-type="bibr" rid="B14">14</xref>). Association studies have further identified vitamins of the groups B and K as pivotal dietary factors in bone health (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). To meet the specific requirements of human life&#x2019;s stages and personal conditions, all these nutrients have to be ingested in enough quantity and in a bioavailable form (<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>Yogurt is a good source of high-quality protein, calcium, potassium, magnesium, phosphorus, zinc, selenium, vitamin A, and vitamins of the group B and K (<xref ref-type="bibr" rid="B4">4</xref>), of which many are known to enhance bone growth and health (<xref ref-type="bibr" rid="B17">17</xref>). The enhanced ionization of minerals and the increased amounts of vitamins B and K in yogurt as compared to milk has hypothesized that yogurt consumption provides a means to maintain and enhance bone health. However, the current scientific evidence on the effect of yogurt consumption on bone health in adults remains controversial, as both positive (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>) and neutral (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>) associations have been reported in different studies. Despite the disagreement or variability in findings across individual studies, it remains crucial to pool the data together to derive a comprehensive and aggregated outcome. Systematic reviews and meta-analysis have the potential to quantitatively synthesize the evidence when disagreement between studies in a given topic persists (<xref ref-type="bibr" rid="B28">28</xref>). However, scarce studies using a systematic review approach exist on yogurt consumption and bone health (<xref ref-type="bibr" rid="B9">9</xref>). Instead, the role of yogurt consumption on bones has usually been investigated grouped under the umbrella of milk, dairy or fermented dairy products (<xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). This highlights the importance of conducting a systematic review to address the existing gaps and provide a consolidated understanding of yogurt consumption&#x2019;s role in bone health.</p>
<p>In this context, and within the framework of the PIMENTO Working Group 3 (WG3) initiative (<xref ref-type="bibr" rid="B34">34</xref>), the present study aimed to conduct a comprehensive systematic review to evaluate the effect of yogurt consumption on bone health in adults with or without osteoporosis. A distinctive feature of this review is its integrative approach, which not only synthesizes human clinical evidence but, in accordance with EFSA&#x2019;s guidance, also includes dedicated sections on Yogurt Characterization, Bioavailability of Bioactive Compounds, and Mechanism of Action. This structure allows for a more in-depth analysis of exposure, biological plausibility, and potential variability across studies, setting it apart from conventional systematic reviews.</p>
</sec>
<sec id="S2">
<title>2 Methods</title>
<p>This review was carried out by subgroup E6 of PIMENTO Working Group 3 (WG3). A study protocol was written and approved by members of WG3 of the PIMENTO COST Action. The protocol was registered in the Open Science Framework (OSF)<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> under the identifier doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17605/OSF.IO/ES2PM">10.17605/OSF.IO/ES2PM</ext-link>.</p>
<sec id="S2.SS1">
<title>2.1 Systematic review of human studies</title>
<p>This systematic review was conducted following the methodological standards of the Cochrane Handbook Systematic Reviews of Interventions (<xref ref-type="bibr" rid="B35">35</xref>) and adhered to the PRISMA 2020 statement (<xref ref-type="bibr" rid="B36">36</xref>) to ensure transparent and comprehensive reporting. The planning, coordination, iterative updates, and evidence synthesis followed the structured approach proposed by Muka et al. (<xref ref-type="bibr" rid="B37">37</xref>) and EFSA guidance (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>), with adaptations based on the PIMENTO Study Protocol. The EFSA guidance was followed specially to incorporate food characterization, mechanism of action, safety and mechanistic substantiation and evidence grading, which was included in our review as a part of the non-systematic analysis described in Section &#x201C;2.2 Non-systematic components of the review.&#x201D;</p>
<sec id="S2.SS1.SSS1">
<title>2.1.1 Literature search</title>
<p>A comprehensive systematic literature search was conducted in three electronic databases: PubMed, Scopus, and the Cochrane Library, covering publications from January 1, 1970 to October 31, 2023. A search update from November 1, 2023 to December 31, 2024 was done in PubMed. Only articles published in English were considered. The search strategy employed the generic PIMENTO search strings covering fermented foods, dietary intake, and human clinical outcomes, complemented with review-specific keywords including &#x201C;osteoporosis,&#x201D; &#x201C;bone health,&#x201D; &#x201C;bone mineral density,&#x201D; &#x201C;osteopenia,&#x201D; and &#x201C;fractures.&#x201D; No modifications were made to the generic PIMENTO search string structure beyond the inclusion of these bone health-related terms. The complete search strings are presented as <xref ref-type="supplementary-material" rid="TS1">Supplementary material</xref> in <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>; they were published in our project on open science framework repository.<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> The study selection process was documented using a PRISMA flow diagram.</p>
</sec>
<sec id="S2.SS1.SSS2">
<title>2.1.2 Eligibility criteria</title>
<p>Inclusion and exclusion criteria (<xref ref-type="table" rid="T1">Table 1</xref>) were established according to the PICO framework (<xref ref-type="bibr" rid="B40">40</xref>):</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>PICOS criteria for inclusion and exclusion of studies.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left">Element</td>
<td valign="top" align="left">Inclusion and exclusion criteria for studies</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Population</td>
<td valign="top" align="left">Adults aged 18 years and older, with or without a clinical diagnosis of osteoporosis (confirmed by bone density scan). Studies with pregnant or lactating women were excluded.</td>
</tr>
<tr>
<td valign="top" align="left">Intervention/exposure</td>
<td valign="top" align="left">Ingestion of yogurt as part of dietary consumption or as a nutritional intervention. Eligible yogurt products included those naturally fermented with the traditional starter cultures, strains of <italic>S. thermophilus</italic> and <italic>L. delbrueckii</italic> subsp. <italic>bulgaricus</italic>. The occasional presence of additional probiotics cannot be discarded. Interventions containing confounders such as prebiotic fibers or added bioactive compounds beyond those naturally present in yogurt were excluded.</td>
</tr>
<tr>
<td valign="top" align="left">Comparator</td>
<td valign="top" align="left">No yogurt consumption, placebo (e.g., chemically acidified milk), non-fermented dairy counterparts, or standard osteoporosis treatments (e.g., calcium plus vitamin D supplementation, bisphosphonates). Studies comparing only different fermented products without an appropriate control group were excluded. To assess potential dose-response relationships, comparisons were made in observational studies between different yogurt intake levels (e.g., daily vs. weekly consumption, tertiles, quartiles, etc.).</td>
</tr>
<tr>
<td valign="top" align="left">Outcomes</td>
<td valign="top" align="left">Primary outcomes included changes in bone mineral density, transition in bone status (e.g., from osteoporosis to osteopenia), incidence of pathological fractures (hip, spine, wrist), serum calcium and alkaline phosphatase levels, and bone turnover markers. Quality of life measurements, body mass index, and reported adverse effects.</td>
</tr>
<tr>
<td valign="top" align="left">Study design</td>
<td valign="top" align="left">Randomized controlled trials, non-randomized intervention studies, and observational studies (cohort, case-control, cross-sectional) were included. Available systematic reviews were screened for potentially missing primary studies. <italic>In vitro</italic> studies and animal trials were excluded from the systematic review process.</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S2.SS1.SSS3">
<title>2.1.3 Study selection</title>
<p>Study screening and data extraction followed the methodology outlined by Muka et al. (<xref ref-type="bibr" rid="B37">37</xref>) in steps 4 through 18. Titles and abstracts were independently screened by two reviewers using CADIMA software (<xref ref-type="bibr" rid="B41">41</xref>). Duplicate records were removed during the initial screening phase. All the researchers were trained in identifying eligibility criteria during the screening phases (titles, abstracts, and full texts). Agreement was measured using Kappa index in CADIMA. The screening process began only after the reviewers achieved a high level of agreement (Kappa = 0.8) in both the title/abstract and full text screening phases, ensuring consistency and reliability in study selection. Full-text articles that passed the preliminary screening were assessed against the complete eligibility criteria. Disagreements between reviewers were solved through consensus discussion or, when necessary, judged by a third reviewer.</p>
</sec>
<sec id="S2.SS1.SSS4">
<title>2.1.4 Data extraction</title>
<p>A standardized data extraction form was developed based on guidance from the Cochrane Handbook for Systematic Reviews of Interventions (<xref ref-type="bibr" rid="B35">35</xref>), EFSA&#x2019;s Appendix B for human efficacy studies (<xref ref-type="bibr" rid="B39">39</xref>), and the STROBE checklist for observational studies (<xref ref-type="bibr" rid="B42">42</xref>). Sheets in Google were used to extract data. Each full text article was reviewed at least by two reviewers. Extracted data were compared and discussed. Data extracted included: study design characteristics, participant demographics, yogurt composition and dosage, intervention duration and exposure for observational studies, comparator details, outcome measurement methodologies, and numerical results with measures of variability.</p>
</sec>
<sec id="S2.SS1.SSS5">
<title>2.1.5 Risk of bias assessment</title>
<p>The Newcastle-Ottawa Scale (<xref ref-type="bibr" rid="B43">43</xref>) was applied, evaluating selection, comparability, and outcome assessment. Two reviewers independently evaluated each study, with discrepancies resolved by consensus or third-party adjudication.</p>
<p>The certainty of evidence across studies was evaluated using the Grading of Recommendations Assessment, Development and Evaluation (GRADE quality evaluation) approach (<xref ref-type="bibr" rid="B44">44</xref>), rating evidence as high, moderate, low, or very low based on risk of bias, inconsistency, indirectness, imprecision, and publication bias.</p>
</sec>
<sec id="S2.SS1.SSS6">
<title>2.1.6 Data synthesis and analysis</title>
<p>Data synthesis followed Muka et al. (<xref ref-type="bibr" rid="B37">37</xref>) steps 19 and 23. A random-effects meta-analysis was performed when data were sufficiently homogeneous in population, intervention, comparator, and outcome measurements. For continuous outcomes such as BMD scores, standardized or weighted mean differences (SMD/WMD) with 95% confidence intervals were calculated. For dichotomous outcomes like fracture incidence, risk ratios (RR) or odds ratios (OR) were computed as appropriate.</p>
<p>Two separate meta-analyses were conducted using random-effects models. The first meta-analysis included studies reporting hazard ratios (HRs) with corresponding 95% confidence intervals (<xref ref-type="bibr" rid="B35">35</xref>). For this analysis, log-transformation of the reported HRs was applied to stabilize variance and enable linear modeling. Standard errors (SEs) of the log(HR) values were derived from the upper and lower confidence interval limits using the following formula:</p>
<disp-formula id="S2.Ex1">
<mml:math id="M1">
<mml:mrow>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>E</mml:mi>
</mml:mpadded>
</mml:mrow>
<mml:mo rspace="5.8pt">=</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>n</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>p</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>e</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>r</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>b</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>o</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>n</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>d</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>C</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>I</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>-</mml:mo>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>n</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>o</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>w</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>e</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>r</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>b</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>o</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>n</mml:mi>
<mml:mo>&#x2062;</mml:mo>
<mml:mi>d</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mpadded width="+3.3pt">
<mml:mn>2</mml:mn>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mpadded width="+3.3pt">
<mml:mi>x</mml:mi>
</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
<mml:mn>1.96</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mstyle>
</mml:mrow>
</mml:math>
</disp-formula>
<p>The log(HR) values and their corresponding SEs were then pooled using an inverse-variance random-effects model, with heterogeneity estimated via restricted maximum likelihood (REML). The Hartung-Knapp method was applied to calculate more robust confidence intervals. This method is particularly suitable when a limited number of studies is included (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>The second meta-analysis used dichotomous data on hip fracture events and total participants in exposed and unexposed groups. Individual study estimates were expressed as risk ratios (RRs), calculated using standard formulas. These RRs were then combined using an inverse-variance random-effects model. Event counts were not displayed in the forest plot, to facilitate clearer visual interpretation of effect sizes.</p>
</sec>
<sec id="S2.SS1.SSS7">
<title>2.1.7 Assessment of heterogeneity and sensitivity analyses</title>
<p>Heterogeneity was assessed using the I<sup>2</sup> statistic and &#x03C4;<sup>2</sup> estimates (<xref ref-type="bibr" rid="B46">46</xref>). Given the small number of studies included in each meta-analysis and the expected methodological heterogeneity among observational designs, a random-effects model was selected <italic>a priori</italic>. Although statistical heterogeneity was negligible (I<sup>2</sup> = 0%), the random-effects approach provides more conservative estimates, particularly under the Hartung-Knapp adjustment, which is more robust with small sample sizes (<xref ref-type="bibr" rid="B47">47</xref>). Fixed-effects models were not applied as the assumption of a shared true effect across diverse populations and exposure definitions was considered inappropriate.</p>
<p>In line with Cochrane Handbook recommendations, we conducted sensitivity analyses using three approaches: visual inspection of funnel plots, Egger&#x2019;s regression test to detect small-study effects, and leave-one-out analyses to assess the robustness of the pooled estimates (<xref ref-type="bibr" rid="B35">35</xref>).</p>
</sec>
<sec id="S2.SS1.SSS8">
<title>2.1.8 Study protocol</title>
<p>A study protocol was written and approved by members of Working Group 3 (WG3) of the PIMENTO COST Action (CA20128&#x2013;Promoting Innovation of Fermented Foods). The protocol was registered in the Open Science Framework (OSF)<sup>1</sup> under the identifier doi: 10.17605/OSF.IO/Q8YZD.</p>
</sec>
</sec>
<sec id="S2.SS2">
<title>2.2 Non-systematic components of the review</title>
<p>In accordance with EFSA&#x2019;s scientific guidance (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>), we conducted non-systematic reviews on three key aspects to support the systematic review findings:</p>
<sec id="S2.SS2.SSS1">
<title>2.2.1 Characterization of yogurt as the food constituent</title>
<p>Literature searches were conducted in PubMed and Web of Science to identify publications describing the nutritional composition, microbiological characteristics, and bioactive components of yogurt relevant to bone health. This search included terms such as &#x201C;yogurt and composition,&#x201D; &#x201C;yogurt and fermentation,&#x201D; &#x201C;yogurt and bacteria,&#x201D; and &#x201C;yogurt and bioactive compounds.&#x201D; Information was extracted on standard definitions of yogurt, bacterial strains involved in fermentation, nutritional profiles, and compounds generated during fermentation that might have an influence on bone physiology.</p>
</sec>
<sec id="S2.SS2.SSS2">
<title>2.2.2 Supportive evidence for biological plausibility</title>
<p>To establish mechanistic plausibility, we searched for <italic>in vitro</italic>, <italic>ex vivo</italic>, animal studies, and human studies investigating yogurt&#x2019;s effects on bone health. Keywords included &#x201C;yogurt,&#x201D; combined with &#x201C;bone,&#x201D; &#x201C;osteoblast,&#x201D; &#x201C;osteoclast,&#x201D; &#x201C;mineral absorption,&#x201D; and &#x201C;bone turnover.&#x201D; We focused on potential mechanisms: enhanced ions bioavailability, synthesis of vitamins, gut microbiota modulation, hormone-mediated pathways, and prebiotic effects. Evidence was prioritized based on quality, relevance to humans, and consistency with clinical findings.</p>
</sec>
<sec id="S2.SS2.SSS3">
<title>2.2.3 Safety assessment</title>
<p>Adverse events reported in the included human studies were reviewed, and this was supplemented by a focused literature search on yogurt safety. Search terms included &#x201C;yogurt safety,&#x201D; &#x201C;fermented dairy adverse effects,&#x201D; and &#x201C;yogurt tolerance.&#x201D; Particular attention was given to potentially vulnerable populations such as those with lactose intolerance or dairy allergies. This assessment was conducted in accordance with Section 5 of the EFSA guidance on safety considerations for health claim applications (<xref ref-type="bibr" rid="B39">39</xref>). Finally, a wider literature search was carried out on the safety of the microorganisms used for fermentation and other possible risks of contamination during the manufacturing process.</p>
</sec>
</sec>
</sec>
<sec id="S3">
<title>3 Results and discussion</title>
<sec id="S3.SS1">
<title>3.1 Identification of the pertinent human efficacy studies</title>
<p>Observational and interventional studies, including randomized controlled trials (RCTs) and non-randomized interventions, were among our eligibility criteria and both types of studies were found in the 1302 records analyzed (<xref ref-type="fig" rid="F1">Figure 1</xref>). However, after screening titles, abstracts, and full texts in CADIMA according to predefined inclusion and exclusion criteria, only 12 articles reporting observational studies, encompassing cohort, case-control and cross-sectional studies, met the established eligibility criteria and were finally selected (<xref ref-type="fig" rid="F1">Figure 1</xref>). The selected studies were conducted in various adult populations including postmenopausal women (<xref ref-type="table" rid="T2">Table 2</xref>). They assessed endpoints such as BMD, bone turnover markers, and risk of fracture. We did not find any suitable randomized or non-randomized clinical trials that met the eligibility criteria.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Flow diagram of database searches and results.</p></caption>
<alt-text>Flowchart depicting a systematic review process. Initially, 1,302 records are identified through database searching. After duplicate removal, 1,030 records remain. All are screened, resulting in 851 exclusions. Of 179 full-text articles assessed for eligibility, 131 are excluded. Forty-eight full-text articles are included, with 36 subsequently excluded for specific reasons. Twelve articles undergo qualitative synthesis, and six are included in quantitative synthesis.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1660505-g001.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Characteristics of studies selected for this systematic review examining the association between yogurt consumption and bone health.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left">Authors (year, country)</td>
<td valign="top" align="left">Study design, population</td>
<td valign="top" align="center">Cases, <italic>n</italic></td>
<td valign="top" align="center">Age, y</td>
<td valign="top" align="center">Gender F/M (%)</td>
<td valign="top" align="center">Diet assessment</td>
<td valign="top" align="center">Serving size</td>
<td valign="top" align="left">Consumption</td>
<td valign="top" align="left">Aim of study</td>
<td valign="top" align="left">Comparator</td>
<td valign="top" align="left">Bone health outcome</td>
<td valign="top" align="left">Duration of follow-up, years (range)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Webster et al. (<xref ref-type="bibr" rid="B26">26</xref>), UK</td>
<td valign="top" align="left">Prospective UK women&#x2019;s cohort study (UKWCS), middle-aged women recruited between 1995 and 1998</td>
<td valign="top" align="center">26318</td>
<td valign="top" align="center">35&#x2013;69 at baseline</td>
<td valign="top" align="center">F (100)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">125 g</td>
<td valign="top" align="left">Mean daily intake (SD) (g/day); women with hip fractures: 61.0 (67.5), Women without hip fracture: 59.6 (68.2)</td>
<td valign="top" align="left">Association of food, nutrients and hip fracture risk</td>
<td valign="top" align="left">Yogurt intake in women without hip fracture. Subgroups according to BMI &#x003C; 18.5, 18.5&#x2013;24.9, &#x003E;25 kg/m<sup>2</sup></td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="left">22.3</td>
</tr>
<tr>
<td valign="top" align="left">Sahni et al. (<xref ref-type="bibr" rid="B52">52</xref>), USA</td>
<td valign="top" align="left">Prospective cohort study; men and women, followed for incident of hip fracture from 1988 to 2008</td>
<td valign="top" align="center">764</td>
<td valign="top" align="center">68&#x2013;96, mean 77</td>
<td valign="top" align="center">F, M</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">1 cup</td>
<td valign="top" align="left">F: mean 0.57 &#x00B1; 1.5 servings/wk (range 0&#x2013;17.5 servings/wk)<break/> M: mean 0.20 &#x00B1; 0.87 servings/wk, (range 0&#x2013;7 servings/wk)</td>
<td valign="top" align="left">Association of dairy food intake (yogurt and cheese) with risk of hip fracture in older adults from the Framingham original cohort</td>
<td valign="top" align="left">No intake</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="left">11.6 (0.04&#x2013;21.9)</td>
</tr>
<tr>
<td valign="top" align="left">Yuan et al. (<xref ref-type="bibr" rid="B27">27</xref>), USA</td>
<td valign="top" align="left">Prospective nurses&#x2019; health study (NHS)</td>
<td valign="top" align="center">103003</td>
<td valign="top" align="center">mean age 48 y at baseline</td>
<td valign="top" align="center">F (100)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">1 cup (equivalent to 236.59 mL)</td>
<td valign="top" align="left">1&#x2013;3 servings/mo, 1 serving/wk, 2&#x2013;4 servings/wk, 5&#x2013;6 servings/wk, 1 serving/d, 2&#x2013;3 servings/d, 4&#x2013;5 servings/d, or &#x003E;6 servings/d</td>
<td valign="top" align="left">Associations between total dairy, yogurt, milk, and cheese and fragility fracture risk</td>
<td valign="top" align="left">&#x003C;1 serving/wk as a reference</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="left">No follow up</td>
</tr>
<tr>
<td valign="top" align="left">Sahni et al. (<xref ref-type="bibr" rid="B21">21</xref>), USA</td>
<td valign="top" align="left">Cross-sectional prospective Framingham offspring study</td>
<td valign="top" align="center">3212</td>
<td valign="top" align="center">26&#x2013;85 mean age 55 y at baseline</td>
<td valign="top" align="center">F = 1681, M = 1331 (56/44)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">1 cup (8 ounces, 226.8 g)</td>
<td valign="top" align="left">Dairy intakes (milk, yogurt, cheese, cream) servings/wk</td>
<td valign="top" align="left">Association of yogurt consumption with hip fracture and BMD</td>
<td valign="top" align="left">Yogurt intake into three groups based on servings per week: no intake (0 servings/wk); Medium intake (&#x2264;4 servings/wk); High intake (&#x003E;4 servings/wk)</td>
<td valign="top" align="left">Hip fracture/BMD</td>
<td valign="top" align="left">12&#x2013;16 years follow up for hip fracture; no follow up for BMD</td>
</tr>
<tr>
<td valign="top" align="left">van Dongen et al. (<xref ref-type="bibr" rid="B51">51</xref>), USA</td>
<td valign="top" align="left">Cross-sectional prospective Framingham heart study offspring and generation</td>
<td valign="top" align="center">2626</td>
<td valign="top" align="center">32&#x2013;81 mean age, 55 (F), 50 (M)</td>
<td valign="top" align="center">F = 1104 M = 1522 (42/58)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">1 cup</td>
<td valign="top" align="left">Categories: low (0&#x2013;0.4 servings/wk, raw mean = 0); medium (&#x003E;0.4&#x2013;3.3 servings/wk, raw mean = 0.5); high intake (&#x003E;3.3 servings/wk, raw mean = 3)</td>
<td valign="top" align="left">Association of dairy food intake with spine quantitative computed tomography bone (QCT) measures</td>
<td valign="top" align="left">Yogurt intake wasn&#x2019;t assessed and correlated individually</td>
<td valign="top" align="left">BMD</td>
<td valign="top" align="left">No follow up</td>
</tr>
<tr>
<td valign="top" align="left">Laird et al. (<xref ref-type="bibr" rid="B19">19</xref>), Ireland</td>
<td valign="top" align="left">Cross-sectional prospective study, community dwelling older adults</td>
<td valign="top" align="center">4310</td>
<td valign="top" align="center">&#x003E;60</td>
<td valign="top" align="center">F = 1405 M = 2905 (67/23)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">114 g</td>
<td valign="top" align="left">Categories: non-consumers; low consumers (2&#x2013;3 times per week); high consumers (&#x003E;once per day)</td>
<td valign="top" align="left">Associations of yogurt intakes with bone health and frailty in older adults</td>
<td valign="top" align="left">Consumption level: no, low, and high</td>
<td valign="top" align="left">BMD</td>
<td valign="top" align="left">No follow up</td>
</tr>
<tr>
<td valign="top" align="left">Machado-Fragua et al. (<xref ref-type="bibr" rid="B23">23</xref>), Spain&#x2013;UK</td>
<td valign="top" align="left">Spain: a subset of the ENRICA study (seniors ENRICA)<break/> UK: biobank cohort study</td>
<td valign="top" align="center">Spain: 2981<break/> UK: 8927</td>
<td valign="top" align="center">&#x2265;60</td>
<td valign="top" align="center">F/M</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">ENRICA: serving/d (200 ml of milk, 125 g of yogurt and 40 g of cheese)</td>
<td valign="top" align="left">Consumption of whole milk, part-skim and skim milk, whole- and low-fat yogurt, and cheese: none, 0.5, 1, 2, 3, 4, 5, &#x003E;6 servings/day</td>
<td valign="top" align="left">Dairy consumption and risk of falls in two European cohorts of older adults</td>
<td valign="top" align="left">Consumption level; lowest level as the comparator</td>
<td valign="top" align="left">Falls</td>
<td valign="top" align="left">Spain: up to 7.2 (median: 5.4)<break/> UK: up to 10.2 years (median: 3.2)</td>
</tr>
<tr>
<td valign="top" align="left">Feskanich et al. (<xref ref-type="bibr" rid="B22">22</xref>), USA</td>
<td valign="top" align="left">Nurses&#x2019; health study (NHS) and health professionals follow-up study (HPFS)</td>
<td valign="top" align="center">NHS: 80600<break/> HPFS: 43306</td>
<td valign="top" align="center">NHS: 34&#x2013;60<break/> HPFS: 50&#x2013;75</td>
<td valign="top" align="center">NHS: F (100)<break/> (menopause)<break/> HPFS: M (100)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">1 cup (240 mL)</td>
<td valign="top" align="left">Categories: never or ?1/month, 1&#x2013;3/month, 1/week, 2&#x2013;4/week, 5&#x2013;6/week, 1/day, 2&#x2013;3/day, 4&#x2013;5/day, &#x2265;6/day)</td>
<td valign="top" align="left">Association of milk and other dairy foods and risk of fracture in men and women in USA</td>
<td valign="top" align="left">Consumption level; servings per time (week/day)</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="left">Mean follow-up:<break/> NHS 20.8<break/> HPFS 17.5</td>
</tr>
<tr>
<td valign="top" align="left">Park et al. (<xref ref-type="bibr" rid="B20">20</xref>), Korea</td>
<td valign="top" align="left">Cross-sectional study; community-based cohort of the Korean genome and epidemiology study, postmenopausal women</td>
<td valign="top" align="center">1573</td>
<td valign="top" align="center">40&#x2013;69</td>
<td valign="top" align="center">F (100)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">Yogurt intake</td>
<td valign="top" align="left">Categories: None; &#x2264;2&#x2013;3 times/month; &#x003E;2&#x2013;3 times/month; to 5&#x2013;6 times/week; &#x003E;5&#x2013;6 times/week</td>
<td valign="top" align="left">Intake of dairy products and risk of osteoporosis in Korean postmenopausal women</td>
<td valign="top" align="left">Risk of osteoporosis between non-consumers and those with various frequencies of dairy product, milk, and yogurt intake</td>
<td valign="top" align="left">Osteoporosis</td>
<td valign="top" align="left">4</td>
</tr>
<tr>
<td valign="top" align="left">Millar et al. (<xref ref-type="bibr" rid="B50">50</xref>), USA</td>
<td valign="top" align="left">Framingham osteoporosis study</td>
<td valign="top" align="center">1140</td>
<td valign="top" align="center">64 (SD 8)</td>
<td valign="top" align="center">F = 652 M = 488 (57/43)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">1 cup</td>
<td valign="top" align="left">9 consumer categories: from &#x003C;1 serving/month to &#x003E;6 servings/d</td>
<td valign="top" align="left">Association of dairy food intake with measures (HR-pQCT tomography) of bone microarchitecture (failure load, cortical BMD, cortical thickness, trabecular BMD, and trabecular number)</td>
<td valign="top" align="left">Consumption in servings per week</td>
<td valign="top" align="left">BMD</td>
<td valign="top" align="left">No follow up</td>
</tr>
<tr>
<td valign="top" align="left">Kojima et al. (<xref ref-type="bibr" rid="B49">49</xref>), Japan</td>
<td valign="top" align="left">Population-based osteoporosis (JPOS) cohort study, Japanese women</td>
<td valign="top" align="center">1429</td>
<td valign="top" align="center">&#x2265;45 at baseline</td>
<td valign="top" align="center">F (100)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">Yogurt drinks (200 mL serving), yogurt (100 mL serving)</td>
<td valign="top" align="left">Categories: Seldom; 1&#x2013;3 times/w; 4&#x2013;6 times/w; 1 time/d; 1.5 times/d; 2 times/d; &#x003E;3 times/d</td>
<td valign="top" align="left">Association of dairy product consumption and risk of fractures in postmenopausal women in Japan</td>
<td valign="top" align="left">Low or no yogurt consumption/<break/> Moderate and high yogurt consumption</td>
<td valign="top" align="left">General fractures</td>
<td valign="top" align="left">15.1 (10.1&#x2013;15.4)</td>
</tr>
<tr>
<td valign="top" align="left">Micha&#x00EB;lsson et al. (<xref ref-type="bibr" rid="B48">48</xref>), Sweden</td>
<td valign="top" align="left">Swedish mammography cohort study</td>
<td valign="top" align="center">61240 (5827 with hip fracture)</td>
<td valign="top" align="center">&#x003E;39 (39&#x2013;74 at the start)</td>
<td valign="top" align="center">F (100)</td>
<td valign="top" align="center">FFQ</td>
<td valign="top" align="center">200 mL</td>
<td valign="top" align="left">Low-fat (0.5%) and regular fat (3%) - considered together; yogurt and soured milk - reported under the same food category</td>
<td valign="top" align="left">Exploration of the protective effect of yogurt consumption in women</td>
<td valign="top" align="left">Consumption level: 0 servings per day; &#x003C;1 servings per day; &#x2265;1 to &#x003C;2 servings per day; &#x2265;2 servings per day</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="left">No follow up</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>F, female; M, male; FFQ, food frequency questionnaire; BMD, bone mineral density.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Although 12 articles were selected, they corresponded to 14 studies, because in one article two different cohorts, one from the UK (The UK Biobank Cohort) and one from Spain (The Seniors-ENRICA Study), were reported and compared (<xref ref-type="bibr" rid="B23">23</xref>), and in another article two different end-points, hip fractures and BMD, were assessed independently (<xref ref-type="bibr" rid="B21">21</xref>). Notably, only a single study (<xref ref-type="bibr" rid="B19">19</xref>) specifically addressed the effect of yogurt consumption on bone health outcomes. In the remaining studies, yogurt intake was considered as part of a broader category of milk or total dairy food consumption, making it challenging to isolate yogurt&#x2019;s unique impact. Five out of the 14 studies were conducted in Europe (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B48">48</xref>), two in Asia (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B49">49</xref>), and seven in the USA (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>). Although a majority studies were from the USA, these included populations from only two independent cohorts, The Framingham Original Cohort and its derivatives (The Framingham Offspring Study, The Framingham Heart Study, and The Framingham Osteoporosis Study) (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B52">52</xref>) and the Nurses&#x2019; Health Study (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Of the Asian cohorts, one was from Korea (<xref ref-type="bibr" rid="B20">20</xref>) and the other one from Japan (<xref ref-type="bibr" rid="B49">49</xref>).</p>
<p>&#x002A;Reasons:</p>
<p>Population-related exclusions (<italic>n</italic> = 28) arose from studies involving adults with pre-existing fractures at enrolment, those specifically recruiting pregnant women or infants, or animal models, which did not meet our target demographic of healthy adults or individuals with osteoporosis/osteopenia.</p>
<p>Intervention/exposure exclusions (<italic>n</italic> = 117) were primarily due to non-eligible fermented products, including alcoholic beverages exceeding 1.25% alcohol content, non-nutritional applications (e.g., topical or nasal use), or interventions containing confounders such as added prebiotics or bioactive compounds. Probiotics were excluded unless the microbial strains carried out the milk fermentation. Studies employing prebiotic-enriched foods, postbiotics, or pill-based supplements (e.g., algal extracts) were also omitted.</p>
<p>Outcome-related exclusions (<italic>n</italic> = 42) involved studies failing to report predefined bone health metrics, such as changes in BMD (e.g., osteoporosis-to-osteopenia transitions), incidence of fractures (hip, wrist, spine), serum calcium/alkaline phosphatase levels, or adverse effects per CTCAE criteria. Additionally, studies lacking valid effect measures (e.g., hazard ratios, weighted mean differences) were excluded.</p>
<p>Comparator-related exclusions (<italic>n</italic> = 32) pertained to studies without a defined control group (e.g., placebo, non-fermented food comparator).</p>
<p>Other exclusions (<italic>n</italic> = 6) included unavailable full texts (<italic>n</italic> = 5) and duplicate records (<italic>n</italic> = 1).</p>
<p>&#x2020;Reasons:</p>
<p>Ineligible intervention (<italic>n</italic> = 25). Independent exposure to yogurt not recorded (<italic>n</italic> = 18): studies analyzed mixed dairy intake without disaggregating yogurt-specific effects, rendering data non-extractable for our review.</p>
<p>Yogurt with non-permitted additives (<italic>n</italic> = 7): included trials testing yogurt enriched with probiotics (<italic>n</italic> = 2), vitamin D (<italic>n</italic> = 1), or other bioactive compounds (<italic>n</italic> = 4), which confounded the assessment of yogurt&#x2019;s intrinsic properties.</p>
<p>Inappropriate study design (<italic>n</italic> = 6): (a) non-yogurt-specific RCTs (<italic>n</italic> = 3): although randomized, these trials evaluated composite interventions (e.g., yogurt combined with supplements or other fermented foods) without isolated yogurt arms; (b) uncontrolled or non-comparative designs (<italic>n</italic> = 3): lacked placebo or fermented food comparators such as milk or milk plus vitamin D.</p>
<p>Irrelevant Outcomes (<italic>n</italic> = 5): insufficient follow-up (<italic>n</italic> = 4): (a) study durations &#x003C; 6 months, inadequate to detect bone density or fracture risk changes; (b) on-skeletal endpoints (<italic>n</italic> = 1): focused on general well-being or inflammatory markers without assessing BMD, fractures, or bone-related biomarkers (e.g., serum calcium, alkaline phosphatase).</p>
<p>Two studies reported a statistically significant association between yogurt consumption and improvement of the endpoint under consideration, BMD and bone-associated biomarkers (<xref ref-type="bibr" rid="B19">19</xref>) and risk of osteoporosis (<xref ref-type="bibr" rid="B20">20</xref>). In the latter work, a protective effect on radius osteoporosis risk was found in high frequency yogurt consumers as compared with non-consumers [HR = 0.51, 95% CI: 0.30&#x2013;0.85 for &#x003E;5&#x2013;6 servings/week vs. non-consumers (<italic>P</italic> for trend = 0.0167)] (<xref ref-type="bibr" rid="B20">20</xref>). Similarly, total hip and femoral neck BMD in females were 3.1%&#x2013;3.9% higher among those with the highest yogurt intakes compared to the lowest (<italic>P</italic> &#x003C; 0.05) (<xref ref-type="bibr" rid="B19">19</xref>). These authors further detected a positive effect in some physical function measures, such as the Timed Up and Go response (&#x2212;6.7% reduction; <italic>P</italic> = 0.013) in high yogurt consumers. In one additional study (<xref ref-type="bibr" rid="B21">21</xref>), a weak association between yogurt intake and a protective effect on hip fractures was identified, although the reported Hazard Ratios was not significant [HR(95% CI): &#x2264;4 serv/wk: 0.46 (0.21&#x2013;1.03) vs. &#x003E;4 serv/wk: 0.43 (0.06&#x2013;3.27)]. However, a statistically significant protective effect was found for BMD at the trochanter (<italic>P</italic>-value for &#x003E; 4 serv/wk intake vs. no intake = 0.03).</p>
</sec>
<sec id="S3.SS2">
<title>3.2 Meta-analysis results</title>
<sec id="S3.SS2.SSS1">
<title>3.2.1 Effect of yogurt consumption on hip fracture risk</title>
<p>The hip fracture studies comprised large population-based cohorts with extended follow-up periods: Webster et al. (<xref ref-type="bibr" rid="B26">26</xref>) evaluated 26,318 British women over 14 years; Sahni et al. (<xref ref-type="bibr" rid="B52">52</xref>) included 764 older adults from the Framingham Original Cohort with a mean follow-up of 13 years; and Yuan et al. (<xref ref-type="bibr" rid="B27">27</xref>) analyzed 103,003 women from the Nurses&#x2019; Health Study over a period of up to 32 years. The pooled analysis did not reveal any statistically significant association, with consistent findings reported across all studies [HR = 1.01 (95% CI: 0.96&#x2013;1.07; <italic>p</italic> = 0.85)], indicating no statistically significant relationship between yogurt consumption and hip fracture risk at the reported intake levels (<xref ref-type="fig" rid="F2">Figure 2</xref>). No heterogeneity was observed among the studies (I<sup>2</sup> = 0.0%, &#x03C4;<sup>2</sup> = 0, <italic>p</italic> = 0.9399). Visual inspection of the funnel plot and Egger&#x2019;s test (<italic>p</italic> = 0.76) did not suggest evidence of publication bias (<xref ref-type="bibr" rid="B53">53</xref>). However, the small number of the studies (<italic>n</italic> = 3) limits the reliability of this assessment.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Forest plot random effect model for hazard ratio for hip fracture among cohort studies and yogurt.</p></caption>
<alt-text>Forest plot displaying hazard ratios from three studies by Wester et al. (2022), Sahni et al. (2014), and Yuan et al. (2023). Each study&#x2019;s hazard ratio and confidence interval are shown with green squares, and a combined random effects model is summarized with a blue diamond. The overall hazard ratio is 1.01 with a 95% confidence interval from 0.96 to 1.07. The plot indicates no significant heterogeneity among the studies.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1660505-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS2.SSS2">
<title>3.2.2 Effect of yogurt consumption on BMD</title>
<p>Three studies were included to assess the effects of yogurt consumption on femoral BMD, as measured by dual-energy X-ray absorptiometry. The random-effects model demonstrated a statistically significant positive effect (standardized mean difference [SMD] = 0.009; 95% CI: 0.007&#x2013;0.011), with complete homogeneity across studies (I<sup>2</sup> = 0%) (<xref ref-type="fig" rid="F3">Figure 3</xref>). However, the magnitude of the effect was clinically negligible (SMD &#x003C; 0.2), suggesting a minimal practical impact on skeletal health. The funnel plot displays SMD for the three included studies. In the absence of publication bias, studies should be distributed symmetrically about the pooled effect estimate. Egger&#x2019;s test [Intercept: 0.008 (95% CI: &#x2212;0.015 to 0.0310; <italic>p</italic>-value: 0.423] indicates no statistically significant evidence of small-study effects.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Forest plot of the association of yogurt consumption and femoral BMD.</p></caption>
<alt-text>Forest plot showing standardized difference of means (SDM) for three studies: Laird et al., 2017; Sahni et al., 2013; van Dongen et al., 2018. Each study&#x2019;s SDM is represented by a square with horizontal lines indicating confidence intervals. Combined effect is shown as a diamond, with confidence intervals from 0.007 to 0.011.</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnut-12-1660505-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="S3.SS3">
<title>3.3 Quality and bias of human studies</title>
<p>The studies assessing hip fracture demonstrated high methodological quality in the Newcastle Ottawa Scale (NOS), supported by well-defined cohorts, extended follow-up, and robust outcome validation (<xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref>). Overall, the methodological quality of the included evidence was deemed satisfactory to support the conclusions of the meta-analysis. Studies differ widely in number of individuals followed (from 764 up to 103,003), male/female sex ratio (with five studies considering only women), mean or range age, endpoints (general fractures, hip fracture, falls, osteoporosis, BMD, and bone-associated biomarkers), duration of the follow up period (from one-point analysis up to 20.08 years), and yogurt consumption (both in serving size and servings per time unit). These large differences make difficult a comparison of the results from the evaluated studies.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Characteristics of the selected studies.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="center">No. of individuals</td>
<td valign="top" align="center">Sex</td>
<td valign="top" align="center">Age (mean/range)</td>
<td valign="top" align="left">Endpoint</td>
<td valign="top" align="center">Mean follow-up duration</td>
<td valign="top" align="center">Fractures-cases</td>
<td valign="top" align="center">Yogurt consumption</td>
<td valign="top" align="center">Final output</td>
<td valign="top" align="center">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center"></td>
<td valign="top" align="center"><bold>F/M (%)</bold></td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="center">26,318</td>
<td valign="top" align="center">100/0</td>
<td valign="top" align="center">35&#x2013;69 years</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="center">Median 22.3 years</td>
<td valign="top" align="center">822</td>
<td valign="top" align="center">59.6 &#x00B1; 68.2 g/day</td>
<td valign="top" align="center">Neutral<xref ref-type="table-fn" rid="t3fna"><sup>a</sup></xref></td>
<td valign="top" align="center">Webster et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">2,981</td>
<td valign="top" align="center">55/45</td>
<td valign="top" align="center">&#x003E;60 years</td>
<td valign="top" align="left">Falls</td>
<td valign="top" align="center">5.4 years</td>
<td valign="top" align="center">801</td>
<td valign="top" align="center">73.5 &#x00B1; 82.5 g/day</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Machado-Fragua et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">8,927</td>
<td valign="top" align="center">50/50</td>
<td valign="top" align="center">&#x003E;60 years</td>
<td valign="top" align="left">Falls</td>
<td valign="top" align="center">3.2 years</td>
<td valign="top" align="center">201</td>
<td valign="top" align="center">51.25 &#x00B1; 56.25 g/day</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Machado-Fragua et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">123,906</td>
<td valign="top" align="center">65/45</td>
<td valign="top" align="center">&#x003E;50 years</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="center">20.08 years</td>
<td valign="top" align="center">2,832</td>
<td valign="top" align="center">1% category 240 mL/d</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Feskanich et al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">4,31</td>
<td valign="top" align="center">67/23</td>
<td valign="top" align="center">73.1 years</td>
<td valign="top" align="left">BMD<xref ref-type="table-fn" rid="t3fnb"><sup>b</sup></xref>/biomarkers</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">50.16 (0&#x2013;120) g/day</td>
<td valign="top" align="center">Positive</td>
<td valign="top" align="center">Laird et al. (<xref ref-type="bibr" rid="B19">19</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">1,573</td>
<td valign="top" align="center">100/0</td>
<td valign="top" align="center">58 (40&#x2013;69) years</td>
<td valign="top" align="left">Osteoporosis</td>
<td valign="top" align="center">3.4 years</td>
<td valign="top" align="center">273</td>
<td valign="top" align="center">27.9 g/day</td>
<td valign="top" align="center">Positive</td>
<td valign="top" align="center">Park et al. (<xref ref-type="bibr" rid="B20">20</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">1,226</td>
<td valign="top" align="center">57/43</td>
<td valign="top" align="center">64 years</td>
<td valign="top" align="left">BMD</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">340/180 g/week</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Millar et al. (<xref ref-type="bibr" rid="B50">50</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">1,429</td>
<td valign="top" align="center">100/0</td>
<td valign="top" align="center">&#x003E;40 (63.3) years</td>
<td valign="top" align="left">General fractures</td>
<td valign="top" align="center">15.1 years</td>
<td valign="top" align="center">172</td>
<td valign="top" align="center">Servings/week<xref ref-type="table-fn" rid="t3fnc"><sup>c</sup></xref></td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Kojima et al. (<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">38,071</td>
<td valign="top" align="center">100/0</td>
<td valign="top" align="center">54 years</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="center">22 years</td>
<td valign="top" align="center">5,827</td>
<td valign="top" align="center">100 g/week</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Micha&#x00EB;lsson et al. (<xref ref-type="bibr" rid="B48">48</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">764</td>
<td valign="top" align="center">w/m</td>
<td valign="top" align="center">77 (68&#x2013;96) years</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="center">11.6 years</td>
<td valign="top" align="center">97</td>
<td valign="top" align="center">80 &#x00B1; 140 g/week</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Sahni et al. (<xref ref-type="bibr" rid="B52">52</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">3,212</td>
<td valign="top" align="center">56/44</td>
<td valign="top" align="center">55 (26&#x2013;85) years</td>
<td valign="top" align="left">Hip fractures</td>
<td valign="top" align="center">12 years</td>
<td valign="top" align="center">43</td>
<td valign="top" align="center">172 &#x00B1; 392 g/week</td>
<td valign="top" align="center">Weak</td>
<td valign="top" align="center">Sahni et al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">2,506</td>
<td valign="top" align="center">56/44</td>
<td valign="top" align="center">55 (26&#x2013;85) years</td>
<td valign="top" align="left">BMD</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">172 &#x00B1; 392 g/week</td>
<td valign="top" align="center">Weak</td>
<td valign="top" align="center">Sahni et al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">2,626</td>
<td valign="top" align="center">42/58</td>
<td valign="top" align="center">50 (32&#x2013;81) years</td>
<td valign="top" align="left">BMD</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">280/160 g/week</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">van Dongen et al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">103,003</td>
<td valign="top" align="center">100/0</td>
<td valign="top" align="center">48 years</td>
<td valign="top" align="left">General factures</td>
<td valign="top" align="center">24 years</td>
<td valign="top" align="center">5,495</td>
<td valign="top" align="center">? Servings/week</td>
<td valign="top" align="center">Neutral</td>
<td valign="top" align="center">Yuan et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t3fna"><p><italic><sup>a</sup></italic>Neutral means that not statistically significant association between yogurt consumption and a reduction or increasing of the considered endpoint was observed; positive means statistically significant association between yogurt consumption and reduced/enhanced endpoint; weak means that there was a trend between yogurt consumption and a reduction or increasing the endpoint but without statistical significance.</p></fn>
<fn id="t3fnb"><p><italic><sup>b</sup></italic>BMD, bone mineral density.</p></fn>
<fn id="t3fnc"><p><italic><sup>c</sup></italic>Servings range from 200 to 236 mL.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Application of the Newcastle-Ottawa quality assessment scale for cross-sectional to the selected cohort studies.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" colspan="4">Selection (maximum 5 stars)</td>
<td valign="top" align="center">Comparability (Maximum 2 stars)</td>
<td valign="top" align="center" colspan="3">Outcome (maximum 3 stars)</td>
<td valign="top" align="left">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center"><bold>Representative population</bold></td>
<td valign="top" align="left"><bold>Non-exposed cohort</bold></td>
<td valign="top" align="left"><bold>Ascertainment of exposure</bold></td>
<td valign="top" align="center"><bold>Outcome at the start</bold></td>
<td valign="top" align="center"><bold>Design and analysis</bold></td>
<td valign="top" align="center"><bold>Assessment of outcome-statistical test</bold></td>
<td valign="top" align="center"><bold>Follow up long enough for outcome to occur</bold></td>
<td valign="top" align="center"><bold>Adequacy of follow up of cohorts</bold></td>
<td valign="top" align="left"></td>
</tr>
<tr>
<td valign="top" align="center">Yes (&#x002A;&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Self-report<xref ref-type="table-fn" rid="t4fna"><sup>a</sup></xref> (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (22.3 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Webster et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Yes (&#x002A;&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Self-report (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (7.2 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Machado-Fragua et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Yes (&#x002A;&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Self-report (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (3.2 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Machado-Fragua et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Yes (&#x002A;&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Self-report<xref ref-type="table-fn" rid="t4fnb"><sup>b</sup></xref> (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (3.2 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Feskanich et al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Yes (&#x002A;&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Validated self-report<xref ref-type="table-fn" rid="t4fnc"><sup>c</sup></xref> (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (3.2 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Laird et al. (<xref ref-type="bibr" rid="B19">19</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Independent (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">No follow up</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Park et al. (<xref ref-type="bibr" rid="B20">20</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Independent (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (4.2 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Millar et al. (<xref ref-type="bibr" rid="B50">50</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Independent (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">No follow up</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Kojima et al. (<xref ref-type="bibr" rid="B49">49</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Yes (&#x002A;&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Self-report</td>
<td valign="top" align="center">Yes (15.1 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Micha&#x00EB;lsson et al. (<xref ref-type="bibr" rid="B48">48</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Independent (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">No follow up</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Sahni et al. (<xref ref-type="bibr" rid="B52">52</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Independent (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (12 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Sahni et al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Self-report (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes (12 years)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="left">Sahni et al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">No</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Independent (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">No follow up</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">van Dongen et al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
</tr>
<tr>
<td valign="top" align="center">Somewhat (&#x002A;)</td>
<td valign="top" align="left">Same community (&#x002A;)</td>
<td valign="top" align="left">Validated FFQ (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Yes</td>
<td valign="top" align="center">Good (&#x002A;&#x002A;)</td>
<td valign="top" align="center">Independent (&#x002A;&#x002A;&#x002A;)</td>
<td valign="top" align="center">No follow up</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">Yuan et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t4fna"><p><italic><sup>a</sup></italic>The study did not differentiate between fragility and traumatic fractures.</p></fn>
<fn id="t4fnb"><p><italic><sup>b</sup></italic>Validated through medical records in a small set.</p></fn>
<fn id="t4fnc"><p><italic><sup>c</sup></italic>Higher yogurt consumers were also taking vitamin D.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S3.SS4">
<title>3.4 Certainty of evidence assessment (GRADE)</title>
<p>The certainty of the evidence was assessed using the GRADE approach, following Cochrane guidance (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B44">44</xref>). The two outcomes under evaluation, hip fracture and BMD, were graded separately, and the results summarized in <xref ref-type="table" rid="T5">Table 5</xref>. As all studies were observational in design, the initial certainty rating for each outcome began at &#x201C;low.&#x201D; We evaluated upgrading criteria, including large magnitude of effect, presence of a dose-response gradient, and potential residual confounding. None of these criteria were met: the size effect was small (e.g., SMD = 0.009 for BMD; HRs close to 1.0 for hip fracture), no dose-response relationships were observed, and confounding factors were well controlled in most studies. Therefore, no upgrading was applied. We also assessed the five downgrading domains: risk of bias: overall low, with average NOS scores between 7.0 and 8.3; inconsistency: none; results were consistent across studies (e.g., I<sup>2</sup> = 0%); indirectness: no serious concerns; populations, exposures, and outcomes were relevant; imprecision: confidence intervals were relatively narrow; publication bias: not suspected.</p>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>GRADE assessment of studies included in quantitative analysis.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left">Fermented food</td>
<td valign="top" align="left">Mortality outcome</td>
<td valign="top" align="left">Direction of effect</td>
<td valign="top" align="left">Strength of evidence</td>
<td valign="top" align="left">Avg. NOS score</td>
<td valign="top" align="left">No. of studies</td>
<td valign="top" align="left">Total sample size</td>
<td valign="top" align="left">HR/SMD range</td>
<td valign="top" align="left">Avg. CI width</td>
<td valign="top" align="left">Follow-up (years)</td>
<td valign="top" align="left">Geographic region</td>
<td valign="top" align="left">Key notes</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Yogurt</td>
<td valign="top" align="left">Hip fracture</td>
<td valign="top" align="left">No effect</td>
<td valign="top" align="left">Low</td>
<td valign="top" align="left">8.3</td>
<td valign="top" align="left">3</td>
<td valign="top" align="left">&#x223C;130,000+</td>
<td valign="top" align="left">HR: 1.00 (0.88&#x2013;1.14) to 1.09 (0.65&#x2013;1.82)</td>
<td valign="top" align="left">&#x223C;0.48</td>
<td valign="top" align="left">13&#x2013;32</td>
<td valign="top" align="left">USA, UK</td>
<td valign="top" align="left">Consistent and null results; no heterogeneity (I<sup>2</sup> = 0%); large cohort with good multivariate fit</td>
</tr>
<tr>
<td valign="top" align="left">Yogurt</td>
<td valign="top" align="left">Femoral BMD</td>
<td valign="top" align="left">Slight increase</td>
<td valign="top" align="left">Low</td>
<td valign="top" align="left">7.0</td>
<td valign="top" align="left">3</td>
<td valign="top" align="left">&#x223C;7,900+</td>
<td valign="top" align="left">SMD: 0.0086 (0.0056&#x2013;0.0116)</td>
<td valign="top" align="left">&#x223C;0.006</td>
<td valign="top" align="left">N/A (cross-sectional)</td>
<td valign="top" align="left">USA, Ireland, Netherlands</td>
<td valign="top" align="left">Small but significant effect; DXA/QCT measurements; cross-sectional analyses with good control for confounding</td>
</tr>
</tbody>
</table></table-wrap>
<p>Our systematic review and meta-analysis found no significant association between yogurt consumption and hip fracture risk, based on data from large, long-term cohort studies. The pooled estimates were consistent across populations and showed hazard ratios close to unity. For BMD, the evidence indicated a small but statistically significant positive effect. However, the magnitude of this effect was clinically negligible. Overall, the aggregated findings suggest that yogurt consumption is not convincingly linked to fracture prevention and, at best, has a marginal impact on BMD. Therefore, based on these assessments, the certainty of the evidence for the two outcomes, hip fracture and BMD, remained low.</p>
</sec>
<sec id="S3.SS5">
<title>3.5 Mechanism of action</title>
<p>According to international standards, to ensure the functional properties of yogurt, viable counts of the two lactic acid bacteria (LAB) species in yogurt, <italic>S. thermophilus</italic> and <italic>L. bulgaricus</italic> must reach at least 10<sup>7</sup> colony-forming units (cfu) per gram at the end of shelf life (&#x2248;28 days). However, none of the studies included in this review reported bacterial counts or verified the microbial viability in the yogurts consumed, limiting the ability to assess the potential contribution of the live cultures to the observed outcomes.</p>
<p>The mechanisms through which yogurt could support bone health may involve both nutritional, biochemical, and microbiological pathways. During fermentation, <italic>S. thermophilus</italic> and <italic>L. bulgaricus</italic> metabolize lactose into lactic acid, decreasing pH and enhancing calcium solubility, which improves intestinal absorption of this mineral (<xref ref-type="bibr" rid="B54">54</xref>). Acidification not only facilitates passive diffusion but may also stimulate active transport through the upregulation of expression of calcium-binding proteins.</p>
<p>Yogurt is a natural source of essential micronutrients, including vitamins B<sub>2</sub>, B<sub>6</sub>, B<sub>12</sub>, and K<sub>2</sub>, which serve as cofactors in osteoblast differentiation, collagen synthesis, and the &#x03B3;-carboxylation of osteocalcin &#x2013;crucial for bone matrix mineralization (<xref ref-type="bibr" rid="B55">55</xref>). Of particular interest is vitamin K<sub>2</sub> (menaquinone), which plays a key role in calcium metabolism and bone strength (<xref ref-type="bibr" rid="B17">17</xref>). The specific isoform of vitamin K<sub>2</sub> (e.g., MK-4 to MK-13) present in yogurt varies depending on the starter cultures and fat content of the milk used for production (<xref ref-type="bibr" rid="B56">56</xref>), which may partially explain the heterogeneity in outcomes across studies. Further, recent findings suggest a synergistic effect between vitamins K<sub>2</sub> and D<sub>3</sub> in the regulation of calcium homeostasis and bone formation (<xref ref-type="bibr" rid="B57">57</xref>).</p>
<p><italic>S. thermophilus</italic> and <italic>L. bulgaricus</italic> possess proteolytic systems capable of breaking down milk proteins into peptides and amino acids with potential biological activity, including anti-inflammatory and antioxidant effects (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>). Additionally, these bacteria can synthesize extracellular polysaccharides (EPS) and other fermentation-derived compounds that have been linked to improved gut barrier function and systemic immunomodulation (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Finally, strains of LAB species, including those of <italic>S. thermophilus</italic> and <italic>L. delbrueckii</italic>, can modulate the gut microbiota, promoting the production of short-chain fatty acids (SCFAs), such as acetate, butyrate, and propionate. SCFAs have demonstrated anti-inflammatory effects and the capacity to inhibit osteoclast differentiation, thereby reducing bone resorption (<xref ref-type="bibr" rid="B60">60</xref>). The gut&#x2013;bone axis, mediated by immune signaling and cytokine modulation, further supports the potential of yogurt-derived microbiota interactions to influence systemic bone metabolism (<xref ref-type="bibr" rid="B61">61</xref>).</p>
</sec>
<sec id="S3.SS6">
<title>3.6 Bioavailability of bioactive compounds</title>
<p>Fermented dairy products such as yogurt may enhance the bioavailability of specific nutrients and bioactive compounds through modifications induced by fermentation (<xref ref-type="bibr" rid="B62">62</xref>). Compared to non-fermented milk, yogurt exhibits improved nutrient solubility, enzymatic liberation of active compounds, and interaction with gut microbiota&#x2013;all of which may facilitate systemic absorption and delivery to bone tissue.</p>
<p>1. Calcium</p>
<p>Yogurt&#x2019;s acidic pH, resulting from lactic acid production during fermentation, increases calcium ionization and its passive diffusion across intestinal membranes (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B63">63</xref>). Some studies indicate that yogurt consumption leads to higher calcium uptake when compared to milk, suggesting that fermentation enhances mineral bioavailability (<xref ref-type="bibr" rid="B64">64</xref>). Increased calcium uptake from fermented milk is further supported by <italic>in vitro</italic> assays using Caco-2 cells (<xref ref-type="bibr" rid="B65">65</xref>). In addition, the favorable calcium-to-sodium ratio in yogurt may further support its efficient utilization, minimizing the risk of phosphate imbalance often associated with high-sodium dairy products.</p>
<p>2. Protein and amino acids</p>
<p>Proteins and peptides in yogurt are partially hydrolyzed during fermentation by the proteolytic systems of <italic>S. thermophilus</italic> and <italic>L. bulgaricus</italic>, resulting in the release of amino acids and short peptides (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B66">66</xref>). This hydrolysis may improve intestinal absorption, thereby facilitating the availability of essential amino acids to peripheral tissues such as bone. In particular, branched-chain amino acids (BCAAs) may contribute to musculoskeletal integrity. However, direct evidence on the transport and utilization of these peptides by bone cells remain limited in the reviewed studies.</p>
<p>3. Vitamins (B<sub>2</sub>, B<sub>12</sub>, K<sub>2</sub>, and D)</p>
<p>Yogurt can serve as a dietary source of vitamin B<sub>2</sub> (riboflavin) and B<sub>12</sub> (cobalamin), both of which may be synthesized or preserved during fermentation depending on the starter strains (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>). Although the specific mechanisms by which these vitamins contribute to bone metabolism are not fully elucidated, their increased content and stability in yogurt matrices may enhance systemic availability, particularly in populations at risk of deficiency (<xref ref-type="bibr" rid="B69">69</xref>).</p>
<p>Vitamin K<sub>2</sub> (menaquinone) bioavailability also appears to benefit from the dairy matrix. Although variability in content across different yogurt types due to differences in starter cultures and fat content, some forms, such as MK-7, demonstrate more efficient intestinal absorption when delivered via yogurt (<xref ref-type="bibr" rid="B56">56</xref>). The interplay between vitamin D and K<sub>2</sub>, noted in the mechanistic studies, may be partly mediated by their co-delivery in fermented dairy products, supporting their concurrent availability for the regulation of calcium uptake (<xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>4. Fermentation and gut interactions</p>
<p>Beyond the liberation of nutrients, the yogurt fermentation process itself may influence bioavailability via gut-level interactions. Some studies report that yogurt consumption modulates gut microbiota composition, promoting the production of short-chain fatty acids (SCFAs) (<xref ref-type="bibr" rid="B70">70</xref>), which may enhance nutrient absorption and barrier function. Yogurt intake has also been associated with lower serum levels of tartrate-resistant acid phosphatase 5b (Trap 5b), a marker of bone resorption (<xref ref-type="bibr" rid="B19">19</xref>). While anti-inflammatory effects are often discussed, their role in facilitating systemic transport of bone-relevant compounds remains an emerging area of research and was not fully explored in the reviewed articles.</p>
</sec>
<sec id="S3.SS7">
<title>3.7 Characterization of yogurt in the studies and its bioactive compounds</title>
<p>The characterization of the yogurts in the clinical and observational studies included in this review was generally very limited. In most cases, yogurt consumption was assessed through self-reported FFQs or dietary recalls, with no detailed specification regarding the physicochemical or microbiological properties of the products consumed. Only a few studies explicitly distinguished between yogurt types, such as plain versus flavored (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B48">48</xref>). However, even in these cases, further compositional details &#x2013;such as fat content (whole, semi-skimmed, or skimmed), added sugars, or presence of fortifying agents (e.g., calcium or vitamin D)&#x2013; were rarely reported (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>). Similarly, none of the studies provided information on whether the yogurt was pasteurized after fermentation (a process allowed in certain countries), whether it contained probiotic strains of <italic>Bifidobacterium</italic> or other LAB species (also allowed in certain regions), or on the viability and concentration of the manufacturing cultures (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>).</p>
<p>This insufficient characterization constrains the interpretability of the findings and the reproducibility of the observed associations. Given that the bioavailability and functionality of yogurt-derived nutrients and bioactive compounds &#x2013;such as vitamins K<sub>2</sub>, B<sub>12</sub>, peptides, or short-chain fatty acids&#x2013; are strongly influenced by fermentation processes, strain selection, and matrix composition, the lack of details limits the ability to attribute specific effects to yogurt consumption <italic>per se</italic>. Moreover, a limited product definition introduces exposure heterogeneity, which may partially account for the variability on the observed outcomes across cohorts.</p>
</sec>
<sec id="S3.SS8">
<title>3.8 Safety</title>
<p>Although yogurt is generally regarded as safe, the evidence base remains limited for specific populations (<xref ref-type="bibr" rid="B71">71</xref>). Most studies did not stratify results by lactose intolerance status, and no study systematically evaluated safety outcomes in individuals with dairy protein allergies or gastrointestinal disorders such as irritable bowel syndrome (IBS). Among the reviewed studies, only two reported to have taken into consideration possible adverse effects associated with yogurt consumption (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). These effects were minor &#x2013;mainly abdominal bloating and self-reported lactose intolerance&#x2013; and no study attributed adverse events to the milk fermentation processes, the bacterial strains used as starters, or to the pH changes occurring during yogurt manufacture. In addition, yogurt is generally considered microbiologically stable due to its production from heat-treated milk, refrigerated storage, and because it contains a competitive microbiota that acidify the product through the synthesis of organic acids (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>).</p>
</sec>
<sec id="S3.SS9">
<title>3.9 Comparison with existing evidence from systematic reviews</title>
<p>The results of this systematic review partially agree with findings of previous reviews but also offer important nuances that enrich the current understanding of the role of yogurt in bone health. Similar to what Ong et al. (<xref ref-type="bibr" rid="B32">32</xref>) reported in their systematic review and meta-analysis, positive associations were identified in this work between frequent yogurt consumption and higher BMD or a lower incidence of hip fracture in postmenopausal women. However, while Ong and co-workers reported a significant 24% reduction in the risk of hip fracture (RR = 0.76; 95% CI: 0.63&#x2013;0.92), the meta-analysis performed in this review, based on three large cohorts with long follow-ups and no heterogeneity between studies, did not find a statistically significant association (HR = 1.01; 95% CI: 0.96&#x2013;1.07; <italic>p</italic> = 0.85). This discrepancy may be explained, at least in part, by differences in the definition of exposure (e.g., &#x003E;0 vs. &#x2265;5 times/week vs. &#x2265;2 times/day), cohort inclusion criteria, and adjustment for relevant covariates such as physical activity, nutritional status, or intake of supplements, as well as by possible differences in the compositional characteristics of the yogurts included in the studies.</p>
<p>A key methodological difference between the two reviews lies in their focus on dietary exposure. While Ong et al. (<xref ref-type="bibr" rid="B32">32</xref>) exclusively included studies that distinguished yogurt and cheese as independent exposures, in this review only one study assessed specifically the effect of yogurt alone (<xref ref-type="bibr" rid="B19">19</xref>). In all others, yogurt was considered within the broad category of &#x201C;dairy.&#x201D; This lack of exposure specificity likely contributes to the attenuation of the effect observed in the meta-analysis. Furthermore, the review presented here focused exclusively on hip fracture as a clinical outcome, while Ong et al. (<xref ref-type="bibr" rid="B32">32</xref>) also considered BMD, T-score, and bone turnover markers, which might have allowed them to capture potential effects at earlier stages of bone deterioration.</p>
<p>Both this review and previous ones agree in pointing out the critical lack of high-quality randomized controlled trials (RCTs) evaluating the effect of a nutritionally and microbiologically well-characterized yogurt as specific dietary interventions on fracture outcomes. The few available RCTs, such as those reviewed by Ong et al. (<xref ref-type="bibr" rid="B32">32</xref>) are of short duration (&#x003C;2 months), with intermediate outcomes (biochemical markers), and lacking statistical power to assess fractures. This methodological limitation prevents establishing robust causal relationships and underscores the urgent need for well-designed intervention studies with clear definitions of exposure and follow-up of relevance to clinical events. Studies with a duration shorter than 1 year are not considered reliable (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>) and were not included in our systematic review.</p>
<p>The systematic review and meta-analysis by Malmir et al. (<xref ref-type="bibr" rid="B73">73</xref>) included 34 studies (15 on osteoporosis and 21 on hip fracture) and performed separate analyses by study design. In cohort studies, no significant association was found between dairy product consumption and the risk of osteoporosis (RR = 0.82; 95% CI: 0.56&#x2013;1.18) or hip fracture (RR = 0.90; 95% CI: 0.73&#x2013;1.11), which is consistent with the results of our review. However, in case-control studies, yogurt consumption was associated with a 25% reduction in the risk of hip fracture (RR = 0.75; 95% CI: 0.57&#x2013;0.99), suggesting that the observed effects could be influenced by selection or recall biases inherent to the study design. These authors also highlighted the heterogeneity in the definition of exposure and the lack of standardization in the portions and types of dairy products evaluated, a limitation that also affects the present review. However, the current systematic review incorporates dedicated sections aligned with EFSA guidance &#x2013;such as characterization of the yogurt products, discussion of bioavailability of bioactive compounds, and mechanistic pathways&#x2013; which may help to contextualize the observed associations and facilitate future standardization efforts in this research field.</p>
<p>Another aspect shared by all reviews is the lack of systematic assessment of adverse effects associated with yogurt consumption. This omission is particularly relevant considering the variability in the content of added sugars, saturated fats, and additives in commercial products, as well as potential intolerance to lactose or specific proteins such as A1 &#x03B2;-casein (<xref ref-type="bibr" rid="B55">55</xref>). The digestion of this casein isoform can generate bioactive peptides causing gastrointestinal pain or discomfort.</p>
<p>Finally, all reviews agree in pointing out the ambiguity in the definition of &#x201C;yogurt&#x201D; as a cross-sectional limitation. There is no systematic distinction between plain, Greek, probiotic-containing, sweetened, or fortified yogurt, which makes comparison of the results across studies and interpretation difficult. This lack of standardization, coupled with the conceptual breadth of the &#x201C;dairy&#x201D; category, dilutes the specific effect of yogurt and limits the applicability of the findings to produce dietary recommendations. In this sense, this review provides a more conservative and specific analysis of yogurt as a dairy product and highlights the need to move toward a precise characterization of the foods evaluated in nutritional studies.</p>
</sec>
</sec>
<sec id="S4" sec-type="conclusion">
<title>4 Conclusion</title>
<p>The evidence from both systematic and non-systematic parts of this review was evaluated according to Section 5 of the EFSA guidance (Overall summary of pertinent scientific data), particularly according to Sections 5.2.1 (Substantiation of a causal relationship between the consumption of the food/constituent and the claimed effect) and 5.2.2 (Characterization of the relationship between the consumption of the food/constituent and the claimed effect) (<xref ref-type="bibr" rid="B39">39</xref>). Overall, most studies conclude on a positive trend of yogurt consumption in bone health, including the risk of hip, osteoporosis and increase of bone-associated biomarkers. However, the evidence is insufficient to establish a cause-and-effect relationship. Yogurt does not provide convincing benefits in fracture prevention, and its impact on BMD is, at best, marginal. High-quality RCTs are needed to confirm whether specific subgroups &#x2013;such as individuals with low calcium intake or poor baseline bone health&#x2013; might derive clinically meaningful benefits from regular yogurt consumption.</p>
<p>To advance in the field, future trials should employ rigorous randomized controlled designs targeting clinically vulnerable populations. For example, a double-blind RCT comparing daily yogurt intake to placebo or non-fermented dairy over at least 12 months &#x2013;the smallest intervention time considered by EFSA guidelines (<xref ref-type="bibr" rid="B38">38</xref>) &#x2013; in postmenopausal women with osteopenia could assess changes in BMD (via DXA) and fracture incidence as primary outcomes. Nutritional characterization of yogurt, microbiota profiling and dietary markers should be integrated to explore the mechanistic mode of action and the individual variability in the response.</p>
<p>Yogurt has demonstrated a favorable safety profile, with rare and mild adverse effects. No population with absolute contraindications was identified, although the evidence remains insufficient to evaluate risks from extreme intake or atypical formulations. From a public health perspective, these findings do not currently support the promotion of yogurt as a stand-alone intervention for fracture prevention or osteoporosis management. However, its favorable safety profile, widespread acceptability, and potential synergistic effects with other dietary components justify its further exploration in clinical evaluations; particularly, in the context of personalized nutrition and cost-effective dietary strategies.</p>
<p>According to the EFSA evidence grading, the overall strength of the evidence was rated as &#x201C;neither convincing nor sufficient&#x201D; (<xref ref-type="bibr" rid="B39">39</xref>), reflecting the combination of statistical consistency of observational findings only, the minimal effect size observed for BMD, the absence of significant fracture risk reduction, and the lack of RCT studies isolating yogurt as the active dietary component.</p>
<sec id="S4.SS1">
<title>4.1 Limitations</title>
<p>This review has several limitations, primarily due to the observational nature of the included studies, which inherently carry risks of residual confounding and selection bias. The hip fracture meta-analysis was limited to only three studies, reducing statistical power and precluding meaningful subgroup analysis.</p>
<p>The variability in yogurt characterization across studies (e.g., dry matter, fat content, etc.) limits the capability to perform subgroup or dose-response analyses, which may be clinically relevant to identify more effective yogurt types, probiotic formulations, or consumption patterns for bone health outcomes. Addressing these gaps in future studies would enhance both the clinical interpretability and mechanistic understanding of the observed associations. These limitations further impede the mechanistic interpretation of the findings and the ability to identify potentially more effective yogurt formulations for bone health. While a statistically significant association was observed for BMD, the magnitude of the effect (SMD = 0.009) falls below clinical thresholds relevant for osteoporosis management or fracture prevention.</p>
</sec>
<sec id="S4.SS2">
<title>4.2 Data gaps and outlook</title>
<p>A critical gap identified in this review is the complete absence of RCT studies meeting the eligibility criteria. While the observational studies included provide suggestive evidence of a neutral to marginally positive association between yogurt consumption and bone health, they are insufficient to establish causality, which is pivotal to inform clinical or policy guidelines (<xref ref-type="bibr" rid="B74">74</xref>). This lack of trial-based evidence is especially relevant in the context of emerging fields such as nutrieconomics and nutrigenomics. Nutritional interventions &#x2013;such as consumption of fermented dairy products&#x2013; are increasingly being evaluated not only for their biological efficacy but also for their cost-effectiveness and potential for personalized implementation. As highlighted by V&#x00E9;lez-Cuellar et al. (<xref ref-type="bibr" rid="B75">75</xref>), nutrieconomic approaches are essential for informing public health strategies in resource-limited settings, especially regarding the prevention of chronic disease in older populations. Similarly, the work of Kassem et al. (<xref ref-type="bibr" rid="B76">76</xref>) underscores the potential of nutrigenomics and microbiome modulation in shaping personalized nutrition strategies. Fermented foods like yogurt can play a key role in this interface by influencing gut microbiota and interacting with host genetic pathways involved in bone and metabolic health. However, these mechanistic insights remain largely unexplored in clinical trials focusing on skeletal outcomes.</p>
<p>To advance the field, future research should prioritize the design and conduct of high-quality RCTs with the following features:</p>
<list list-type="bullet">
<list-item>
<p>Adequate duration and power: Trials should last long enough to influence clinically relevant outcomes such as BMD or fracture incidence, not only short-term biochemical markers.</p>
</list-item>
<list-item>
<p>Standardized reporting: Protocols should be pre-registered and made publicly available in platforms such as <ext-link ext-link-type="uri" xlink:href="https://clinicaltrials.gov">ClinicalTrials.gov,</ext-link> OSF, or other open science repositories, with subsequent adherence to CONSORT reporting guidelines.</p>
</list-item>
<list-item>
<p>Population diversity: Trials should recruit participants from different regions and ethnic backgrounds to ensure external validity, given geographic variability in diet, microbiota, and baseline risk of osteoporosis and fractures.</p>
</list-item>
<list-item>
<p>Detailed characterization of yogurt products: Even if international homogenization is challenging, yogurts can and should be characterized microbiologically (e.g., strain sequencing, microbial load) and nutritionally (e.g., fat content, protein-to-calcium ratio, vitamin D fortification). This would allow meaningful comparisons across countries (e.g., Colombia vs. China) and across product types.</p>
</list-item>
<list-item>
<p>Differentiation of yogurt categories: Trials should clearly distinguish between plain, Greek, Turkish, drinkable, fortified, probiotic-enriched, and &#x201C;spoonable&#x201D; yogurts, since their composition and microbial profiles vary considerably and may have differential effects on bone health.</p>
</list-item>
<list-item>
<p>Integration of broader frameworks: Inclusion of nutrieconomic evaluations (cost, accessibility, and measurable outcomes such as fracture reduction or BMD gain) and nutrigenomic approaches (variability in response based on genetic and microbiome profiles).</p>
</list-item>
</list>
<p>Addressing these gaps will provide more robust causal evidence and help move from observational associations toward evidence-based dietary recommendations that can inform both clinical practice and public health strategies.</p>
</sec>
</sec>
</body>
<back>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in the article/<xref ref-type="supplementary-material" rid="TS1">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="S6" sec-type="author-contributions">
<title>Author contributions</title>
<p>BM: Validation, Supervision, Methodology, Writing &#x2013; review &#x0026; editing, Conceptualization, Investigation, Writing &#x2013; original draft. JM-R: Methodology, Writing &#x2013; review &#x0026; editing, Formal analysis, Supervision, Writing &#x2013; original draft, Investigation, Validation. FA: Investigation, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Validation, Methodology, Formal analysis. JF: Supervision, Formal analysis, Writing &#x2013; original draft, Investigation, Data curation, Writing &#x2013; review &#x0026; editing. &#x0130;EK: Writing &#x2013; review &#x0026; editing, Data curation, Writing &#x2013; original draft, Investigation, Methodology, Formal analysis. M-LK: Investigation, Validation, Writing &#x2013; review &#x0026; editing, Formal analysis, Writing &#x2013; original draft, Data curation. JM: Data curation, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Investigation, Formal analysis. DNN: Writing &#x2013; review &#x0026; editing, Formal analysis, Writing &#x2013; original draft, Data curation, Investigation. MP: Writing &#x2013; review &#x0026; editing, Investigation, Data curation, Formal analysis. AT: Formal analysis, Data curation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation. TB-T: Investigation, Formal analysis, Writing &#x2013; review &#x0026; editing, Data curation. BY: Investigation, Data curation, Validation, Formal analysis, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. CB: Validation, Writing &#x2013; review &#x0026; editing, Supervision. HH: Writing &#x2013; review &#x0026; editing, Supervision, Validation. CC: Resources, Supervision, Project administration, Writing &#x2013; review &#x0026; editing, Funding acquisition. SP: Validation, Project administration, Methodology, Writing &#x2013; review &#x0026; editing, Supervision, Conceptualization. GV: Supervision, Writing &#x2013; review &#x0026; editing, Conceptualization, Methodology, Project administration, Validation. JT: Formal analysis, Investigation, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This publication is based upon work from the COST Action PIMENTO CA20128, supported by COST (European Cooperation in Science and Technology).</p>
</sec>
<ack><p>Jeadran Malag&#x00F3;n-Rojas wishes to express his gratitude to Libia Marcela Hern&#x00E1;ndez Ram&#x00ED;rez from General library at Pontificia Universidad Javeriana in Bogot&#x00E1; for her valuable support in developing the search algorithms, Prof. Seppo Salminen for his thoughtful guidance in refining the identification of relevant outcomes, and Nubia Rojas, in Santiago de Chile, for her strength, perseverance, and quiet presence across borders, which have been a constant source of inspiration behind this work.</p>
</ack>
<sec id="S8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>M-LK was employed by &#x00C4;io tech O&#x00DC;.</p>
<p>The remaining 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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="S9" 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>
</sec>
<sec id="S10" sec-type="disclaimer">
<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 id="S11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnut.2025.1660505/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnut.2025.1660505/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.xlsx" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.docx" id="TS2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="https://osf.io/">https://osf.io/</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="https://osf.io/zu4wb/">https://osf.io/zu4wb/</ext-link></p></fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1"><label>1.</label><citation citation-type="journal"><collab>Food and Agriculture Organization of the United Nations/World Health Organization [FAO/WHO].</collab> <source><italic>Codex Alimentarius. Standard for Fermented Milks. CXS 243&#x2013;2003.</italic></source> <publisher-loc>Geneva</publisher-loc>: <publisher-name>World Health Organization</publisher-name> (<year>2011</year>).</citation></ref>
<ref id="B2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>De Jesus</surname> <given-names>LCL</given-names></name> <name><surname>Aburjaile</surname> <given-names>FF</given-names></name> <name><surname>Sousa</surname> <given-names>TJ</given-names></name> <name><surname>Felice</surname> <given-names>AG</given-names></name> <name><surname>Soares</surname> <given-names>SC</given-names></name> <name><surname>Alcantara</surname> <given-names>LCJ</given-names></name><etal/></person-group> <article-title>Genomic characterization of <italic>Lactobacillus delbrueckii</italic> strains with probiotics properties.</article-title> <source><italic>Front Bioinform.</italic></source> (<year>2022</year>) <volume>2</volume>:<fpage>912795</fpage>. <pub-id pub-id-type="doi">10.3389/fbinf.2022.912795</pub-id> <pub-id pub-id-type="pmid">36304288</pub-id></citation></ref>
<ref id="B3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roux</surname> <given-names>E</given-names></name> <name><surname>Nicolas</surname> <given-names>A</given-names></name> <name><surname>Valence</surname> <given-names>F</given-names></name> <name><surname>Siekaniec</surname> <given-names>G</given-names></name> <name><surname>Chuat</surname> <given-names>V</given-names></name> <name><surname>Nicolas</surname> <given-names>J</given-names></name><etal/></person-group> <article-title>The genomic basis of the Streptococcus thermophilus health-promoting properties.</article-title> <source><italic>BMC Genom.</italic></source> (<year>2022</year>) <volume>23</volume>:<fpage>210</fpage>. <pub-id pub-id-type="doi">10.1186/s12864-022-08459-y</pub-id> <pub-id pub-id-type="pmid">35291951</pub-id></citation></ref>
<ref id="B4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pannerchelvan</surname> <given-names>S</given-names></name> <name><surname>Rios-Solis</surname> <given-names>L</given-names></name> <name><surname>Wasoh</surname> <given-names>H</given-names></name> <name><surname>Sobri</surname> <given-names>MZM</given-names></name> <name><surname>Faizal Wong</surname> <given-names>FW</given-names></name> <name><surname>Mohamed</surname> <given-names>MS</given-names></name><etal/></person-group> <article-title>Functional yogurt: a comprehensive review of its nutritional composition and health benefits.</article-title> <source><italic>Food Funct.</italic></source> (<year>2024</year>) <volume>15</volume>:<fpage>10927</fpage>&#x2013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1039/d4fo03671a</pub-id> <pub-id pub-id-type="pmid">39446126</pub-id></citation></ref>
<ref id="B5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Freitas</surname> <given-names>M</given-names></name> <name><surname>O&#x2019;Connor</surname> <given-names>A</given-names></name> <name><surname>Blechman</surname> <given-names>A</given-names></name> <name><surname>Cifelli</surname> <given-names>CJ</given-names></name> <name><surname>Kapsak</surname> <given-names>WR</given-names></name></person-group>. <article-title>Yogurt and reduced risk of type 2 diabetes: exploring the FDA qualified health claim and potential implications for improving public health.</article-title> <source><italic>J Nutr.</italic></source> (<year>2025</year>) <volume>29</volume>:<fpage>27</fpage>. <pub-id pub-id-type="doi">10.1016/j.tjnut.2025.05.027</pub-id> <pub-id pub-id-type="pmid">40449735</pub-id></citation></ref>
<ref id="B6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mart&#x00ED;nez-Gonz&#x00E1;lez</surname> <given-names>MA</given-names></name> <name><surname>Say&#x00F3;n-Orea</surname> <given-names>C</given-names></name> <name><surname>Ruiz-Canela</surname> <given-names>M</given-names></name> <name><surname>de la Fuente</surname> <given-names>C</given-names></name> <name><surname>Gea</surname> <given-names>A</given-names></name> <name><surname>Bes-Rastrollo</surname> <given-names>M</given-names></name></person-group>. <article-title>Yogurt consumption, weight change and risk of overweight/obesity: the SUN cohort study.</article-title> <source><italic>Nutr Metab Cardiovasc Dis.</italic></source> (<year>2014</year>) <volume>24</volume>:<fpage>1189</fpage>&#x2013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.1016/j.numecd.2014.05.015</pub-id> <pub-id pub-id-type="pmid">25001921</pub-id></citation></ref>
<ref id="B7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Panahi</surname> <given-names>S</given-names></name> <name><surname>Doyon</surname> <given-names>CY</given-names></name> <name><surname>Despr&#x00E9;s</surname> <given-names>JP</given-names></name> <name><surname>P&#x00E9;russe</surname> <given-names>L</given-names></name> <name><surname>Vohl</surname> <given-names>MC</given-names></name> <name><surname>Drapeau</surname> <given-names>V</given-names></name><etal/></person-group> <article-title>Yogurt consumption, body composition, and metabolic health in the Qu&#x00E9;bec Family Study.</article-title> <source><italic>Eur J Nutr.</italic></source> (<year>2018</year>) <volume>57</volume>:<fpage>1591</fpage>&#x2013;<lpage>603</lpage>. <pub-id pub-id-type="doi">10.1007/s00394-017-1444-9</pub-id> <pub-id pub-id-type="pmid">28577150</pub-id></citation></ref>
<ref id="B8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Robinson</surname> <given-names>RK</given-names></name> <name><surname>Tamime</surname> <given-names>AY</given-names></name></person-group>. <article-title>Types of fermented milks.</article-title> In: <person-group person-group-type="editor"><name><surname>Tamime</surname> <given-names>AY</given-names></name></person-group> <role>editor.</role> <source><italic>Fermented Milks.</italic></source> <publisher-loc>Hoboken, NJ</publisher-loc>: <publisher-name>Wiley</publisher-name> (<year>2006</year>). p. <fpage>1</fpage>&#x2013;<lpage>10</lpage>.</citation></ref>
<ref id="B9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Savaiano</surname> <given-names>DA</given-names></name> <name><surname>Hutkins</surname> <given-names>RW</given-names></name></person-group>. <article-title>Yogurt, cultured fermented milk, and health: a systematic review.</article-title> <source><italic>Nutr Rev.</italic></source> (<year>2021</year>) <volume>79</volume>:<fpage>599</fpage>&#x2013;<lpage>614</lpage>. <pub-id pub-id-type="doi">10.1093/nutrit/nuaa013</pub-id> <pub-id pub-id-type="pmid">32447398</pub-id></citation></ref>
<ref id="B10"><label>10.</label><citation citation-type="journal"><collab>Panel on Dietetic Products, Nutrition and Allergies of the European Food Safety Authority.</collab> <article-title>Scientific Opinion on the substantiation of health claims related to live yoghurt cultures and improved lactose digestion (ID 1143, 2976) pursuant to article 13(1) of regulation (EC) No 1924/2006.</article-title> <source><italic>EFSA J.</italic></source> (<year>2010</year>) <volume>8</volume>:<fpage>1763</fpage>. <pub-id pub-id-type="doi">10.2903/j.efsa.2010.1763</pub-id></citation></ref>
<ref id="B11"><label>11.</label><citation citation-type="journal"><collab>U.S. Federal Drug Agency [FDA].</collab> <source><italic>RE: Petition for a Qualified Health Claim for Yogurt and Reduced Risk of Type 2 Diabetes Mellitus (Docket No. FDA-2019-P-1594).</italic></source> <publisher-loc>Silver Spring, MD</publisher-loc>: <publisher-name>U.S. Federal Drug Agency [FDA]</publisher-name> (<year>2024</year>).</citation></ref>
<ref id="B12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>David</surname> <given-names>K</given-names></name> <name><surname>Narinx</surname> <given-names>N</given-names></name> <name><surname>Antonio</surname> <given-names>L</given-names></name> <name><surname>Evenepoel</surname> <given-names>P</given-names></name> <name><surname>Claessens</surname> <given-names>F</given-names></name> <name><surname>Decallonne</surname> <given-names>B</given-names></name><etal/></person-group> <article-title>Bone health in ageing men.</article-title> <source><italic>Rev Endocr Metab Disord.</italic></source> (<year>2022</year>) <volume>23</volume>:<fpage>1173</fpage>&#x2013;<lpage>208</lpage>. <pub-id pub-id-type="doi">10.1007/s11154-022-09738-5</pub-id> <pub-id pub-id-type="pmid">35841491</pub-id></citation></ref>
<ref id="B13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rondanelli</surname> <given-names>M</given-names></name> <name><surname>Opizzi</surname> <given-names>A</given-names></name> <name><surname>Perna</surname> <given-names>S</given-names></name> <name><surname>Faliva</surname> <given-names>MA</given-names></name></person-group>. <article-title>Update on nutrients involved in maintaining healthy bone.</article-title> <source><italic>Endocrinol Nutr.</italic></source> (<year>2013</year>) <volume>60</volume>:<fpage>197</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1016/j.endonu.2012.09.006</pub-id> <pub-id pub-id-type="pmid">23273614</pub-id></citation></ref>
<ref id="B14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fleet</surname> <given-names>JC</given-names></name></person-group>. <article-title>Vitamin D-mediated regulation of intestinal calcium absorption.</article-title> <source><italic>Nutrients.</italic></source> (<year>2022</year>) <volume>14</volume>:<fpage>3351</fpage>. <pub-id pub-id-type="doi">10.3390/nu14163351</pub-id> <pub-id pub-id-type="pmid">36014856</pub-id></citation></ref>
<ref id="B15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dai</surname> <given-names>Z</given-names></name> <name><surname>Koh</surname> <given-names>W-P</given-names></name></person-group>. <article-title>B-vitamins and bone health&#x2013;A review of the current evidence.</article-title> <source><italic>Nutrients.</italic></source> (<year>2015</year>) <volume>7</volume>:<fpage>3322</fpage>&#x2013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.3390/nu7053322</pub-id> <pub-id pub-id-type="pmid">25961321</pub-id></citation></ref>
<ref id="B16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tsugawa</surname> <given-names>N</given-names></name> <name><surname>Shiraki</surname> <given-names>M</given-names></name></person-group>. <article-title>Vitamin K nutrition and bone health.</article-title> <source><italic>Nutrients.</italic></source> (<year>2020</year>) <volume>12</volume>:<fpage>1909</fpage>. <pub-id pub-id-type="doi">10.3390/nu12071909</pub-id> <pub-id pub-id-type="pmid">32605143</pub-id></citation></ref>
<ref id="B17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rizzoli</surname> <given-names>R</given-names></name> <name><surname>Chevalley</surname> <given-names>T</given-names></name></person-group>. <article-title>Bone health: biology and nutrition.</article-title> <source><italic>Curr Opin Clin Nutr Metab Care.</italic></source> (<year>2024</year>) <volume>27</volume>:<fpage>24</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1097/MCO.0000000000000988</pub-id> <pub-id pub-id-type="pmid">37922025</pub-id></citation></ref>
<ref id="B18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bian</surname> <given-names>S</given-names></name> <name><surname>Hu</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>K</given-names></name> <name><surname>Wang</surname> <given-names>Y</given-names></name> <name><surname>Yu</surname> <given-names>M</given-names></name> <name><surname>Ma</surname> <given-names>J</given-names></name></person-group>. <article-title>Dairy product consumption and risk of hip fracture: a systematic review and meta-analysis.</article-title> <source><italic>BMC Public Health.</italic></source> (<year>2018</year>) <volume>18</volume>:<fpage>165</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-018-5041-5</pub-id> <pub-id pub-id-type="pmid">29357845</pub-id></citation></ref>
<ref id="B19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Laird</surname> <given-names>E</given-names></name> <name><surname>Molloy</surname> <given-names>AM</given-names></name> <name><surname>McNulty</surname> <given-names>H</given-names></name> <name><surname>Ward</surname> <given-names>M</given-names></name> <name><surname>McCarroll</surname> <given-names>K</given-names></name> <name><surname>Hoey</surname> <given-names>L</given-names></name><etal/></person-group> <article-title>Greater yogurt consumption is associated with increased bone mineral density and physical function in older adults.</article-title> <source><italic>Osteoporos Int.</italic></source> (<year>2017</year>) <volume>28</volume>:<fpage>2409</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1007/s00198-017-4049-5</pub-id> <pub-id pub-id-type="pmid">28462469</pub-id></citation></ref>
<ref id="B20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Park</surname> <given-names>S-J</given-names></name> <name><surname>Jung</surname> <given-names>JH</given-names></name> <name><surname>Kim</surname> <given-names>M-S</given-names></name> <name><surname>Lee</surname> <given-names>H-J</given-names></name></person-group>. <article-title>High dairy products intake reduces osteoporosis risk in Korean postmenopausal women: a 4 year follow-up study.</article-title> <source><italic>Nutr Res Pract.</italic></source> (<year>2018</year>) <volume>12</volume>:<fpage>436</fpage>&#x2013;<lpage>42</lpage>. <pub-id pub-id-type="doi">10.4162/nrp.2018.12.5.436</pub-id> <pub-id pub-id-type="pmid">30323911</pub-id></citation></ref>
<ref id="B21"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sahni</surname> <given-names>S</given-names></name> <name><surname>Tucker</surname> <given-names>KL</given-names></name> <name><surname>Kiel</surname> <given-names>DP</given-names></name> <name><surname>Quach</surname> <given-names>L</given-names></name> <name><surname>Casey</surname> <given-names>VA</given-names></name> <name><surname>Hannan</surname> <given-names>M</given-names></name></person-group>. <article-title>Milk and yogurt consumption are linked with higher bone mineral density but not with hip fracture: the Framingham Offspring study.</article-title> <source><italic>Arch Osteoporos.</italic></source> (<year>2013</year>) <volume>8</volume>:<fpage>119</fpage>. <pub-id pub-id-type="doi">10.1007/s11657-013-0119-2</pub-id> <pub-id pub-id-type="pmid">23371478</pub-id></citation></ref>
<ref id="B22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feskanich</surname> <given-names>D</given-names></name> <name><surname>Meyer</surname> <given-names>HE</given-names></name> <name><surname>Fung</surname> <given-names>TT</given-names></name> <name><surname>Bischoff-Ferrari</surname> <given-names>HA</given-names></name> <name><surname>Willet</surname> <given-names>WC</given-names></name></person-group>. <article-title>Milk and other dairy foods and risk of hip fracture in men and women.</article-title> <source><italic>Osteoporos Int.</italic></source> (<year>2018</year>) <volume>29</volume>:<fpage>385</fpage>&#x2013;<lpage>96</lpage>. <pub-id pub-id-type="doi">10.10007/s00198-017-4285-8</pub-id> <pub-id pub-id-type="pmid">33086222</pub-id></citation></ref>
<ref id="B23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Machado-Fragua</surname> <given-names>MD</given-names></name> <name><surname>Struijk</surname> <given-names>EA</given-names></name> <name><surname>Caballero</surname> <given-names>FF</given-names></name> <name><surname>Ortol&#x00E1;</surname> <given-names>R</given-names></name> <name><surname>Lana</surname> <given-names>A</given-names></name> <name><surname>Banegas</surname> <given-names>JR</given-names></name><etal/></person-group> <article-title>Dairy consumption and risk of falls in 2 European cohorts of older adults.</article-title> <source><italic>Clin Nutr.</italic></source> (<year>2020</year>) <volume>39</volume>:<fpage>3140</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.clnu.2020.01.025</pub-id> <pub-id pub-id-type="pmid">32075745</pub-id></citation></ref>
<ref id="B24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>McGrail</surname> <given-names>L</given-names></name> <name><surname>Vargas-Robles</surname> <given-names>D</given-names></name> <name><surname>Correa</surname> <given-names>MR</given-names></name> <name><surname>Merrill</surname> <given-names>LC</given-names></name> <name><surname>Noel</surname> <given-names>SE</given-names></name> <name><surname>Velez</surname> <given-names>M</given-names></name><etal/></person-group> <article-title>Daily yogurt consumption does not affect bone turnover markers in men and postmenopausal women of Caribbean Latino descent: a randomized controlled trial.</article-title> <source><italic>BMC Nutr.</italic></source> (<year>2024</year>) <volume>10</volume>:<fpage>12</fpage>. <pub-id pub-id-type="doi">10.1186/s40795-023-00800-2</pub-id> <pub-id pub-id-type="pmid">38212847</pub-id></citation></ref>
<ref id="B25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Say&#x00F3;n-Orea</surname> <given-names>C</given-names></name> <name><surname>Bes-Rastrollo</surname> <given-names>M</given-names></name> <name><surname>Mart&#x00ED;</surname> <given-names>A</given-names></name> <name><surname>Pimenta</surname> <given-names>AM</given-names></name> <name><surname>Mart&#x00ED;n-Calvo</surname> <given-names>N</given-names></name> <name><surname>Mart&#x00ED;nez-Gonz&#x00E1;lez</surname> <given-names>MA</given-names></name></person-group>. <article-title>Association between yogurt consumption and the risk of metabolic syndrome over 6 years in the SUN study.</article-title> <source><italic>BMC Public Health.</italic></source> (<year>2015</year>) <volume>15</volume>:<fpage>170</fpage>. <pub-id pub-id-type="doi">10.1186/s12889-015-1518-7</pub-id> <pub-id pub-id-type="pmid">25880313</pub-id></citation></ref>
<ref id="B26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Webster</surname> <given-names>J</given-names></name> <name><surname>Greenwood</surname> <given-names>DC</given-names></name> <name><surname>Cade</surname> <given-names>JE</given-names></name></person-group>. <article-title>Foods, nutrients and hip fracture risk: a prospective study of middle aged women.</article-title> <source><italic>Clin Nutr.</italic></source> (<year>2022</year>) <volume>41</volume>:<fpage>2825</fpage>&#x2013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1016//j.clnu.2022.11.008</pub-id> <pub-id pub-id-type="pmid">36402009</pub-id></citation></ref>
<ref id="B27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yuan</surname> <given-names>M</given-names></name> <name><surname>Hu</surname> <given-names>FB</given-names></name> <name><surname>Li</surname> <given-names>Y</given-names></name> <name><surname>Cabral</surname> <given-names>HJ</given-names></name> <name><surname>Das</surname> <given-names>SK</given-names></name> <name><surname>Deeney</surname> <given-names>JT</given-names></name><etal/></person-group> <article-title>Types of dairy foods and risk of fragility fracture in the prospective nurses&#x2019; health study cohort.</article-title> <source><italic>Am J Clin Nutr.</italic></source> (<year>2023</year>) <volume>118</volume>:<fpage>1172</fpage>&#x2013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.1016/j.ajcnut.2023.09.015</pub-id> <pub-id pub-id-type="pmid">37777015</pub-id></citation></ref>
<ref id="B28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kelly</surname> <given-names>GA</given-names></name> <name><surname>Kelly</surname> <given-names>KS</given-names></name></person-group>. <article-title>Systematic reviews and meta-analysis in nutrition research.</article-title> <source><italic>Br J Nutr.</italic></source> (<year>2019</year>) <volume>122</volume>:<fpage>1279</fpage>&#x2013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1017/S0007114519002241</pub-id> <pub-id pub-id-type="pmid">31478479</pub-id></citation></ref>
<ref id="B29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boushey</surname> <given-names>C</given-names></name> <name><surname>Ard</surname> <given-names>J</given-names></name> <name><surname>Bazzano</surname> <given-names>L</given-names></name> <name><surname>Heymsfield</surname> <given-names>S</given-names></name> <name><surname>Mayer-Davis</surname> <given-names>E</given-names></name> <name><surname>Sabat&#x00E9;</surname> <given-names>J</given-names></name><etal/></person-group> <source><italic>Dietary Patterns and Bone Health: A Systematic Review.</italic></source> <publisher-loc>Alexandria, VA</publisher-loc>: <publisher-name>USDA Nutrition Evidence Systematic Review</publisher-name> (<year>2020</year>). <pub-id pub-id-type="doi">10.52570/NESR.DGAC2020.SR0108</pub-id> <pub-id pub-id-type="pmid">35258870</pub-id></citation></ref>
<ref id="B30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guo</surname> <given-names>J</given-names></name> <name><surname>Givens</surname> <given-names>DI</given-names></name> <name><surname>Heitmann</surname> <given-names>BL</given-names></name></person-group>. <article-title>Association between dairy consumption andcardiovascular disease events, bone fracture and all-cause mortality.</article-title> <source><italic>PLoS One.</italic></source> (<year>2022</year>) <volume>17</volume>:<fpage>e0271168</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0271168</pub-id> <pub-id pub-id-type="pmid">36083880</pub-id></citation></ref>
<ref id="B31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mat&#x00ED;a-Mart&#x00ED;n</surname> <given-names>P</given-names></name> <name><surname>Torrego-Ellacur&#x00ED;a</surname> <given-names>M</given-names></name> <name><surname>Larrad-Sainz</surname> <given-names>A</given-names></name> <name><surname>Fern&#x00E1;ndez-P&#x00E9;rez</surname> <given-names>C</given-names></name> <name><surname>Cuesta-Triana</surname> <given-names>F</given-names></name> <name><surname>Rubio-Herrera</surname> <given-names>MA</given-names></name></person-group>. <article-title>Effects of milk and dairy products on the prevention of osteoporosis and osteoporotic fractures in Europeans and non-Hispanic whites from North America: a systematic review and updated meta-analysis.</article-title> <source><italic>Adv Nutr.</italic></source> (<year>2019</year>) <volume>10</volume>:<fpage>S120</fpage>&#x2013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1093/advances/nmy097</pub-id> <pub-id pub-id-type="pmid">31089740</pub-id></citation></ref>
<ref id="B32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ong</surname> <given-names>AM</given-names></name> <name><surname>Kang</surname> <given-names>K</given-names></name> <name><surname>Weiler</surname> <given-names>HA</given-names></name> <name><surname>Morin</surname> <given-names>SN</given-names></name></person-group>. <article-title>Fermented milk products and bone health in postmenopausal women: a systematic review of randomized controlled trials, prospective cohorts, and case-control studies.</article-title> <source><italic>Adv Nutr.</italic></source> (<year>2020</year>) <volume>11</volume>:<fpage>251</fpage>&#x2013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.1093/advances/nmz108</pub-id> <pub-id pub-id-type="pmid">31603185</pub-id></citation></ref>
<ref id="B33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wallace</surname> <given-names>TC</given-names></name> <name><surname>Bailey</surname> <given-names>RL</given-names></name> <name><surname>Lappe</surname> <given-names>J</given-names></name> <name><surname>O&#x2019;Brien</surname> <given-names>KO</given-names></name> <name><surname>Wang</surname> <given-names>DD</given-names></name> <name><surname>Sahni</surname> <given-names>S</given-names></name><etal/></person-group> <article-title>Dairy intake and bone health across the lifespan: a systematic review and expert narrative.</article-title> <source><italic>Crit Rev Food Sci Nutr.</italic></source> (<year>2020</year>) <volume>61</volume>:<fpage>3661</fpage>&#x2013;<lpage>707</lpage>. <pub-id pub-id-type="doi">10.1080/10408398.2020.1810624</pub-id> <pub-id pub-id-type="pmid">32924543</pub-id></citation></ref>
<ref id="B34"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Todorovic</surname> <given-names>S</given-names></name> <name><surname>Akpinar</surname> <given-names>A</given-names></name> <name><surname>Assun&#x00E7;&#x00E3;o</surname> <given-names>R</given-names></name> <name><surname>B&#x00E4;r</surname> <given-names>C</given-names></name> <name><surname>Bavaro</surname> <given-names>SL</given-names></name> <name><surname>Berkel Kasikci</surname> <given-names>M</given-names></name><etal/></person-group> <article-title>Health benefits and risks of fermented foods-the PIMENTO initiative.</article-title> <source><italic>Front Nutr.</italic></source> (<year>2024</year>) <volume>11</volume>:<fpage>1458536</fpage>. <pub-id pub-id-type="doi">10.3389/fnut.2024.1458536</pub-id> <pub-id pub-id-type="pmid">39309142</pub-id></citation></ref>
<ref id="B35"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Higgins</surname> <given-names>JPT</given-names></name> <name><surname>Thomas</surname> <given-names>J</given-names></name> <name><surname>Chandler</surname> <given-names>J</given-names></name> <name><surname>Cumpston</surname> <given-names>M</given-names></name> <name><surname>Li</surname> <given-names>T</given-names></name> <name><surname>Page</surname> <given-names>MJ</given-names></name><etal/></person-group> <source><italic>Cochrane Handbook for Systematic Reviews of Interventions, v.6.5 (updated August 2024).</italic></source> (<year>2024</year>). <comment>Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.cochrane.org/authors/handbooks-and-manuals/handbook">https://www.cochrane.org/authors/handbooks-and-manuals/handbook</ext-link> (accessed September, 2024)</comment>.</citation></ref>
<ref id="B36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Page</surname> <given-names>MJ</given-names></name> <name><surname>McKenzie</surname> <given-names>JE</given-names></name> <name><surname>Bossuyt</surname> <given-names>PM</given-names></name> <name><surname>Boutron</surname> <given-names>I</given-names></name> <name><surname>Hoffmann</surname> <given-names>TC</given-names></name> <name><surname>Mulrow</surname> <given-names>CD</given-names></name><etal/></person-group> <article-title>The PRISMA 2020 statement: an updated guideline for reporting systematic reviews.</article-title> <source><italic>BMJ.</italic></source> (<year>2021</year>) <volume>372</volume>:<fpage>n71</fpage>. <pub-id pub-id-type="doi">10.1136/bmj.n71</pub-id> <pub-id pub-id-type="pmid">33782057</pub-id></citation></ref>
<ref id="B37"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Muka</surname> <given-names>T</given-names></name> <name><surname>Glisic</surname> <given-names>M</given-names></name> <name><surname>Milic</surname> <given-names>J</given-names></name> <name><surname>Verhoog</surname> <given-names>S</given-names></name> <name><surname>Bohlius</surname> <given-names>J</given-names></name> <name><surname>Bramer</surname> <given-names>W</given-names></name><etal/></person-group> <article-title>A 24-step guide on how to design, conduct, and successfully publish a systematic review and meta-analysis in medical research.</article-title> <source><italic>Eur J Epidemiol.</italic></source> (<year>2020</year>) <volume>35</volume>:<fpage>49</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1007/s10654-019-00576-5</pub-id> <pub-id pub-id-type="pmid">31720912</pub-id></citation></ref>
<ref id="B38"><label>38.</label><citation citation-type="journal"><collab>Panel on Dietetic Products, Nutrition and Allergies of the European Food Safety Authority.</collab> <article-title>Guidance on the scientific requirements for health claims related to bone, joints, skin and oral health.</article-title> <source><italic>EFSA J.</italic></source> (<year>2012</year>) <volume>10</volume>:<fpage>2702</fpage>. <pub-id pub-id-type="doi">10.2903/j.efsa.2012.2702</pub-id></citation></ref>
<ref id="B39"><label>39.</label><citation citation-type="journal"><collab>Panel on Dietetic Products, Nutrition and Allergies of the European Food Safety Authority.</collab> <article-title>Scientific and technical guidance for the preparation and presentation of a health claim application (Revision 3).</article-title> <source><italic>EFSA J.</italic></source> (<year>2021</year>) <volume>19</volume>:<fpage>6554</fpage>. <pub-id pub-id-type="doi">10.2903/j.efsa.2021.6554</pub-id> <pub-id pub-id-type="pmid">33791038</pub-id></citation></ref>
<ref id="B40"><label>40.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lichtenstein</surname> <given-names>AH</given-names></name> <name><surname>Yetley</surname> <given-names>EA</given-names></name> <name><surname>Lau</surname> <given-names>J.</given-names></name></person-group> <source><italic>Application of systematic review methodology to the field of nutrition: nutritional research series. Vol. 1. Technical Reviews No. 17.1.</italic></source> <publisher-loc>Rockville, MD</publisher-loc>: <publisher-name>Agency for Healthcare Research and Quality (US)</publisher-name> (<year>2009</year>).</citation></ref>
<ref id="B41"><label>41.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kohl</surname> <given-names>C</given-names></name> <name><surname>McIntosh</surname> <given-names>EJ</given-names></name> <name><surname>Unger</surname> <given-names>S</given-names></name> <name><surname>Haddaway</surname> <given-names>NR</given-names></name> <name><surname>Kecke</surname> <given-names>S</given-names></name> <name><surname>Schiemann</surname> <given-names>J</given-names></name><etal/></person-group> <article-title>Online tools supporting the conduct and reporting of systematic reviews and systematic maps: a case study on CADIMA and review of existing tools.</article-title> <source><italic>Environ Evid.</italic></source> (<year>2018</year>) <volume>7</volume>:<fpage>8</fpage>. <pub-id pub-id-type="doi">10.1186/s13750-018-0115-5</pub-id></citation></ref>
<ref id="B42"><label>42.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>von Elm</surname> <given-names>E</given-names></name> <name><surname>Altman</surname> <given-names>DG</given-names></name> <name><surname>Egger</surname> <given-names>M</given-names></name> <name><surname>Pocock</surname> <given-names>SJ</given-names></name> <name><surname>G&#x00F8;tzsche</surname> <given-names>PC</given-names></name> <name><surname>Vandenbroucke</surname> <given-names>JP</given-names></name></person-group>. <article-title>Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies.</article-title> <source><italic>BMJ.</italic></source> (<year>2007</year>) <volume>335</volume>:<fpage>806</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1136/bmj.39335.541782.AD</pub-id> <pub-id pub-id-type="pmid">17947786</pub-id></citation></ref>
<ref id="B43"><label>43.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wells</surname> <given-names>GA</given-names></name> <name><surname>Shea</surname> <given-names>B</given-names></name> <name><surname>O&#x2019;Connell</surname> <given-names>D</given-names></name> <name><surname>Peterson</surname> <given-names>J</given-names></name> <name><surname>Welch</surname> <given-names>V</given-names></name> <name><surname>Losos</surname> <given-names>M</given-names></name><etal/></person-group> <source><italic>The Newcastle-Ottawa Scale (NOS) for Assessing the Quality of Nonrandomised Studies in Meta-Analyses.</italic></source> (<year>2021</year>). <comment>Available online at: <ext-link ext-link-type="uri" xlink:href="https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp">https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp</ext-link> (accessed February, 2025)</comment>.</citation></ref>
<ref id="B44"><label>44.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sch&#x00FC;nemann</surname> <given-names>H</given-names></name> <name><surname>Bro&#x017C;ek</surname> <given-names>J</given-names></name> <name><surname>Guyatt</surname> <given-names>G</given-names></name> <name><surname>Oxman</surname> <given-names>A.</given-names></name></person-group> <source><italic>GRADE Handbook.</italic></source> (<year>2013</year>). <comment>Available online at: <ext-link ext-link-type="uri" xlink:href="https://gdt.gradepro.org/app/handbook/handbook.html">https://gdt.gradepro.org/app/handbook/handbook.html</ext-link> (accessed February, 2025)</comment>.</citation></ref>
<ref id="B45"><label>45.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>IntHout</surname> <given-names>J</given-names></name> <name><surname>Ioannidis</surname> <given-names>JP</given-names></name> <name><surname>Borm</surname> <given-names>GF</given-names></name></person-group>. <article-title>The Hartung-Knapp-Sidik-Jonkman method for random effects meta-analysis is straightforward and considerably outperforms the standard DerSimonian-Laird method.</article-title> <source><italic>BMC Med Res Methodol.</italic></source> (<year>2014</year>) <volume>14</volume>:<fpage>25</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2288-14-25</pub-id> <pub-id pub-id-type="pmid">24548571</pub-id></citation></ref>
<ref id="B46"><label>46.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thorlund</surname> <given-names>K</given-names></name> <name><surname>Imberger</surname> <given-names>G</given-names></name> <name><surname>Johnston</surname> <given-names>BC</given-names></name> <name><surname>Walsh</surname> <given-names>M</given-names></name> <name><surname>Awad</surname> <given-names>T</given-names></name> <name><surname>Thabane</surname> <given-names>L</given-names></name><etal/></person-group> <article-title>Evolution of heterogeneity (I2) estimates and their 95% confidence intervals in large meta-analyses.</article-title> <source><italic>PLoS One.</italic></source> (<year>2012</year>) <volume>7</volume>:<fpage>e39471</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0039471</pub-id> <pub-id pub-id-type="pmid">22848355</pub-id></citation></ref>
<ref id="B47"><label>47.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jackson</surname> <given-names>D</given-names></name> <name><surname>Law</surname> <given-names>M</given-names></name> <name><surname>R&#x00FC;cker</surname> <given-names>G</given-names></name> <name><surname>Schwarzer</surname> <given-names>G</given-names></name></person-group>. <article-title>The Hartung-Knapp modification for random-effects meta-analysis: a useful refinement but are there any residual concerns?</article-title> <source><italic>Stat Med.</italic></source> (<year>2017</year>) <volume>36</volume>:<fpage>3923</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1002/sim.7411</pub-id> <pub-id pub-id-type="pmid">28748567</pub-id></citation></ref>
<ref id="B48"><label>48.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Micha&#x00EB;lsson</surname> <given-names>K</given-names></name> <name><surname>Wolk</surname> <given-names>A</given-names></name> <name><surname>Warensj&#x00F6; Lemming</surname> <given-names>E</given-names></name> <name><surname>Melhus</surname> <given-names>H</given-names></name> <name><surname>Byberg</surname> <given-names>L</given-names></name></person-group>. <article-title>Intake of milk or fermented milk combined with fruit and vegetable consumption in relation to hip fracture rates: a cohort study of Swedish women.</article-title> <source><italic>J Bone Miner Res.</italic></source> (<year>2018</year>) <volume>33</volume>:<fpage>449</fpage>&#x2013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.3324</pub-id> <pub-id pub-id-type="pmid">29083056</pub-id></citation></ref>
<ref id="B49"><label>49.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kojima</surname> <given-names>A</given-names></name> <name><surname>Kamiya</surname> <given-names>K</given-names></name> <name><surname>Kajita</surname> <given-names>E</given-names></name> <name><surname>Tachiki</surname> <given-names>T</given-names></name> <name><surname>Sato</surname> <given-names>Y</given-names></name> <name><surname>Kouda</surname> <given-names>K</given-names></name><etal/></person-group> <article-title>Association between dairy product intake and risk of osteoporotic fractures in postmenopausal Japanese women: secondary analysis of 15-year follow-up data from the Japanese population-based osteoporosis (JPOS) cohort study.</article-title> <source><italic>J Nutr Health Aging.</italic></source> (<year>2023</year>) <volume>27</volume>:<fpage>228</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1007/s12603-023-1910-6</pub-id></citation></ref>
<ref id="B50"><label>50.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Millar</surname> <given-names>CL</given-names></name> <name><surname>Kiel</surname> <given-names>DP</given-names></name> <name><surname>Hannan</surname> <given-names>MT</given-names></name> <name><surname>Sahni</surname> <given-names>S</given-names></name></person-group>. <article-title>Dairy food intake is not associated with measures of bone microarchitecture in men and women: the Framingham osteoporosis study.</article-title> <source><italic>Nutrients.</italic></source> (<year>2021</year>) <volume>13</volume>:<fpage>3940</fpage>. <pub-id pub-id-type="doi">10.3390/nu13113940</pub-id> <pub-id pub-id-type="pmid">34836198</pub-id></citation></ref>
<ref id="B51"><label>51.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>van Dongen</surname> <given-names>LH</given-names></name> <name><surname>Kiel</surname> <given-names>DP</given-names></name> <name><surname>Soedamah-Muthu</surname> <given-names>SS</given-names></name> <name><surname>Bouxsein</surname> <given-names>ML</given-names></name> <name><surname>Hannan</surname> <given-names>MT</given-names></name> <name><surname>Sahni</surname> <given-names>S</given-names></name></person-group>. <article-title>Higher dairy food intake is associated with higher spine quantitative computed tomography (QCT) bone measures in the Framingham Study for men but not women.</article-title> <source><italic>J Miner Res.</italic></source> (<year>2018</year>) <volume>33</volume>:<fpage>1283</fpage>&#x2013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.3414</pub-id> <pub-id pub-id-type="pmid">29480959</pub-id></citation></ref>
<ref id="B52"><label>52.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sahni</surname> <given-names>S</given-names></name> <name><surname>Mangano</surname> <given-names>KM</given-names></name> <name><surname>Kiel</surname> <given-names>DP</given-names></name> <name><surname>Tucker</surname> <given-names>KL</given-names></name> <name><surname>Casey</surname> <given-names>VA</given-names></name> <name><surname>Hannan</surname> <given-names>MT</given-names></name></person-group>. <article-title>Protective association of milk intake on the risk of hip fracture: results from the Framingham original cohort.</article-title> <source><italic>J Bone Min Res.</italic></source> (<year>2014</year>) <volume>29</volume>:<fpage>1756</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.2219</pub-id> <pub-id pub-id-type="pmid">24760749</pub-id></citation></ref>
<ref id="B53"><label>53.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shi</surname> <given-names>L</given-names></name> <name><surname>Lin</surname> <given-names>L</given-names></name></person-group>. <article-title>The trim-and-fill method for publication bias: practical guidelines and recommendations based on a large database of meta-analyses.</article-title> <source><italic>Medicine.</italic></source> (<year>2019</year>) <volume>98</volume>:<fpage>e15987</fpage>. <pub-id pub-id-type="doi">10.1097/MD.0000000000015987</pub-id> <pub-id pub-id-type="pmid">31169736</pub-id></citation></ref>
<ref id="B54"><label>54.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hadjimbei</surname> <given-names>E</given-names></name> <name><surname>Botsaris</surname> <given-names>G</given-names></name> <name><surname>Chrysostomou</surname> <given-names>S</given-names></name></person-group>. <article-title>Beneficial effects of yoghurts and probiotic fermented milks and their functional food potential.</article-title> <source><italic>Foods.</italic></source> (<year>2022</year>) <volume>11</volume>:<fpage>2691</fpage>. <pub-id pub-id-type="doi">10.3390/foods11172691</pub-id> <pub-id pub-id-type="pmid">36076876</pub-id></citation></ref>
<ref id="B55"><label>55.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rizzoli</surname> <given-names>R</given-names></name> <name><surname>Chevalley</surname> <given-names>T</given-names></name></person-group>. <article-title>Nutrition and osteoporosis prevention.</article-title> <source><italic>Curr Osteoporos Rep.</italic></source> (<year>2024</year>) <volume>22</volume>:<fpage>515</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1007/s11914-024-00892-0</pub-id> <pub-id pub-id-type="pmid">39322861</pub-id></citation></ref>
<ref id="B56"><label>56.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fu</surname> <given-names>X</given-names></name> <name><surname>Harshman</surname> <given-names>SG</given-names></name> <name><surname>Shen</surname> <given-names>X</given-names></name> <name><surname>Haytowitz</surname> <given-names>DB</given-names></name> <name><surname>Karl</surname> <given-names>JP</given-names></name> <name><surname>Wolfe</surname> <given-names>BE</given-names></name><etal/></person-group> <article-title>Multiple vitamin K forms exist in dairy foods.</article-title> <source><italic>Curr Dev Nutr.</italic></source> (<year>2017</year>) <volume>1</volume>:<fpage>e000638</fpage>. <pub-id pub-id-type="doi">10.3945/cdn.117.000638</pub-id> <pub-id pub-id-type="pmid">29955705</pub-id></citation></ref>
<ref id="B57"><label>57.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aaseth</surname> <given-names>JO</given-names></name> <name><surname>Finnes</surname> <given-names>TE</given-names></name> <name><surname>Askim</surname> <given-names>M</given-names></name> <name><surname>Alexander</surname> <given-names>J</given-names></name></person-group>. <article-title>The importance of vitamin K and the combination of vitamins K and d for calcium metabolism and bone health: a review.</article-title> <source><italic>Nutrients.</italic></source> (<year>2024</year>) <volume>16</volume>:<fpage>2420</fpage>. <pub-id pub-id-type="doi">10.3390/nu16152420</pub-id> <pub-id pub-id-type="pmid">39125301</pub-id></citation></ref>
<ref id="B58"><label>58.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bu</surname> <given-names>T</given-names></name> <name><surname>Zheng</surname> <given-names>J</given-names></name> <name><surname>Liu</surname> <given-names>L</given-names></name> <name><surname>Li</surname> <given-names>S</given-names></name> <name><surname>Wu</surname> <given-names>J</given-names></name></person-group>. <article-title>Milk proteins and their derived peptides on bone health: biological functions, mechanisms, and prospects.</article-title> <source><italic>Compr Rev Food Sci Food Saf.</italic></source> (<year>2021</year>) <volume>20</volume>:<fpage>2234</fpage>&#x2013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1111/1541-4337.12707</pub-id> <pub-id pub-id-type="pmid">33522110</pub-id></citation></ref>
<ref id="B59"><label>59.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ye</surname> <given-names>H</given-names></name> <name><surname>Zhang</surname> <given-names>X</given-names></name> <name><surname>Jiang</surname> <given-names>Y</given-names></name> <name><surname>Guo</surname> <given-names>M</given-names></name> <name><surname>Liu</surname> <given-names>X</given-names></name> <name><surname>Zhao</surname> <given-names>J</given-names></name><etal/></person-group> <article-title>comparative peptidomics analysis of fermented milk by <italic>Lactobacillus delbrueckii</italic> ssp. bulgaricus and <italic>Lactobacillus delbrueckii</italic> ssp. lactis.</article-title> <source><italic>Foods.</italic></source> (<year>2021</year>) <volume>10</volume>:<fpage>3028</fpage>. <pub-id pub-id-type="doi">10.3390/foods10123028</pub-id> <pub-id pub-id-type="pmid">34945579</pub-id></citation></ref>
<ref id="B60"><label>60.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feng</surname> <given-names>B</given-names></name> <name><surname>Lu</surname> <given-names>J</given-names></name> <name><surname>Han</surname> <given-names>Y</given-names></name> <name><surname>Han</surname> <given-names>Y</given-names></name> <name><surname>Qiu</surname> <given-names>X</given-names></name> <name><surname>Zeng</surname> <given-names>Z</given-names></name></person-group>. <article-title>The role of short-chain fatty acids in the regulation of osteoporosis: new perspectives from gut microbiota to bone health: a review.</article-title> <source><italic>Medicine.</italic></source> (<year>2024</year>) <volume>103</volume>:<fpage>e39471</fpage>. <pub-id pub-id-type="doi">10.1097/MD.0000000000039471</pub-id> <pub-id pub-id-type="pmid">39183408</pub-id></citation></ref>
<ref id="B61"><label>61.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zaiss</surname> <given-names>MM</given-names></name> <name><surname>Jones</surname> <given-names>RM</given-names></name> <name><surname>Schett</surname> <given-names>G</given-names></name> <name><surname>Pacifici</surname> <given-names>R</given-names></name></person-group>. <article-title>The gut-bone axis: how bacterial metabolites bridge the distance.</article-title> <source><italic>J Clin Invest.</italic></source> (<year>2019</year>) <volume>129</volume>:<fpage>3018</fpage>&#x2013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1172/JCI128521</pub-id> <pub-id pub-id-type="pmid">31305265</pub-id></citation></ref>
<ref id="B62"><label>62.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nyanzi</surname> <given-names>R</given-names></name> <name><surname>Jooste</surname> <given-names>PJ</given-names></name> <name><surname>Buys</surname> <given-names>EM</given-names></name></person-group>. <article-title>Invited review: probiotic yogurt quality criteria, regulatory framework, clinical evidence, and analytical aspects.</article-title> <source><italic>J Dairy Sci.</italic></source> (<year>2021</year>) <volume>104</volume>:<fpage>1</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2020-19116</pub-id> <pub-id pub-id-type="pmid">33348476</pub-id></citation></ref>
<ref id="B63"><label>63.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x00DC;nal</surname> <given-names>G</given-names></name> <name><surname>El</surname> <given-names>SN</given-names></name> <name><surname>Kili&#x00E7;</surname> <given-names>S</given-names></name></person-group>. <article-title>In vitro determination of calcium bioavailability of milk, dairy products and infant formulas.</article-title> <source><italic>Int J Food Sci Nutr.</italic></source> (<year>2005</year>) <volume>56</volume>:<fpage>13</fpage>&#x2013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1080/09637480500081423</pub-id> <pub-id pub-id-type="pmid">16019311</pub-id></citation></ref>
<ref id="B64"><label>64.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shkembi</surname> <given-names>B</given-names></name> <name><surname>Huppertz</surname> <given-names>T</given-names></name></person-group>. <article-title>Calcium absorption from food products: food matrix effects.</article-title> <source><italic>Nutrients.</italic></source> (<year>2022</year>) <volume>14</volume>:<fpage>180</fpage>. <pub-id pub-id-type="doi">10.3390/nu14010180</pub-id> <pub-id pub-id-type="pmid">35011055</pub-id></citation></ref>
<ref id="B65"><label>65.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>HL</given-names></name> <name><surname>Tung</surname> <given-names>YT</given-names></name> <name><surname>Chuang</surname> <given-names>CH</given-names></name> <name><surname>Tu</surname> <given-names>MY</given-names></name> <name><surname>Tsai</surname> <given-names>TC</given-names></name> <name><surname>Chang</surname> <given-names>SY</given-names></name><etal/></person-group> <article-title>Kefir improves bone mass and microarchitecture in an ovariectomized rat model of postmenopausal osteoporosis.</article-title> <source><italic>Osteoporos Int.</italic></source> (<year>2015</year>) <volume>26</volume>:<fpage>589</fpage>&#x2013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1007/s00198-014-2908-x</pub-id> <pub-id pub-id-type="pmid">25278298</pub-id></citation></ref>
<ref id="B66"><label>66.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hafeez</surname> <given-names>Z</given-names></name> <name><surname>Cakir-Kiefer</surname> <given-names>C</given-names></name> <name><surname>Girardet</surname> <given-names>JM</given-names></name> <name><surname>Jardin</surname> <given-names>J</given-names></name> <name><surname>Perrin</surname> <given-names>C</given-names></name> <name><surname>Dary</surname> <given-names>A</given-names></name><etal/></person-group> <article-title>Hydrolysis of milk-derived bioactive peptides by cell-associated extracellular peptidases of <italic>Streptococcus thermophilus</italic>.</article-title> <source><italic>Appl Microbiol Biotechnol.</italic></source> (<year>2013</year>) <volume>97</volume>:<fpage>9787</fpage>&#x2013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1007/s00253-013-5245-7</pub-id> <pub-id pub-id-type="pmid">24077683</pub-id></citation></ref>
<ref id="B67"><label>67.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Levit</surname> <given-names>R</given-names></name> <name><surname>Savoy, de Giori</surname> <given-names>G</given-names></name> <name><surname>de Moreno, de LeBlanc</surname> <given-names>A</given-names></name> <name><surname>LeBlanc</surname> <given-names>JG</given-names></name></person-group>. <article-title>Recent update on lactic acid bacteria producing riboflavin and folates: application for food fortification and treatment of intestinal inflammation.</article-title> <source><italic>J Appl Microbiol.</italic></source> (<year>2021</year>) <volume>130</volume>:<fpage>1412</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1111/jam.14854</pub-id> <pub-id pub-id-type="pmid">32955761</pub-id></citation></ref>
<ref id="B68"><label>68.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Walther</surname> <given-names>B</given-names></name> <name><surname>Karl</surname> <given-names>JP</given-names></name> <name><surname>Booth</surname> <given-names>SL</given-names></name> <name><surname>Boyaval</surname> <given-names>P</given-names></name></person-group>. <article-title>Menaquinones, bacteria, and the food supply: the relevance of dairy and fermented food products to vitamin K requirements.</article-title> <source><italic>Adv Nutr.</italic></source> (<year>2013</year>) <volume>4</volume>:<fpage>463</fpage>&#x2013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.3945/an.113.003855</pub-id> <pub-id pub-id-type="pmid">23858094</pub-id></citation></ref>
<ref id="B69"><label>69.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heaney</surname> <given-names>R</given-names></name> <name><surname>Rafferty</surname> <given-names>K</given-names></name> <name><surname>Dowell</surname> <given-names>M</given-names></name></person-group>. <article-title>Effect of yogurt on a urinary marker of bone resorption in postmenopausal women.</article-title> <source><italic>J Am Diet Assoc.</italic></source> (<year>2002</year>) <volume>102</volume>:<fpage>1672</fpage>&#x2013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1016/S0002-8223(02)90356-1</pub-id> <pub-id pub-id-type="pmid">12449294</pub-id></citation></ref>
<ref id="B70"><label>70.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin-Gallausiaux</surname> <given-names>C</given-names></name> <name><surname>Marinelli</surname> <given-names>L</given-names></name> <name><surname>Blotti&#x00E8;re</surname> <given-names>HM</given-names></name> <name><surname>Larraufie</surname> <given-names>P</given-names></name> <name><surname>Lapaque</surname> <given-names>N</given-names></name></person-group>. <article-title>SCFA: mechanisms and functional importance in the gut.</article-title> <source><italic>Proc Nutr Soc.</italic></source> (<year>2021</year>) <volume>80</volume>:<fpage>37</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1017/S0029665120006916</pub-id> <pub-id pub-id-type="pmid">32238208</pub-id></citation></ref>
<ref id="B71"><label>71.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>Y</given-names></name></person-group>. <article-title>The health effects of yogurt and its safety hazards.</article-title> <source><italic>Highlights Sci Eng Technol.</italic></source> (<year>2022</year>) <volume>19</volume>:<fpage>119</fpage>&#x2013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.54097/hset.v19i.2703</pub-id></citation></ref>
<ref id="B72"><label>72.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X</given-names></name> <name><surname>Wang</surname> <given-names>L</given-names></name> <name><surname>Wei</surname> <given-names>X</given-names></name> <name><surname>Xu</surname> <given-names>C</given-names></name> <name><surname>Cavender</surname> <given-names>G</given-names></name> <name><surname>Lin</surname> <given-names>W</given-names></name><etal/></person-group> <article-title>Invited review: advances in yogurt development&#x2014;microbiological safety, quality, functionality, sensory evaluation, and consumer perceptions across different dairy and plant-based alternative sources.</article-title> <source><italic>J Dairy Sci.</italic></source> (<year>2025</year>) <volume>108</volume>:<fpage>33</fpage>&#x2013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2024-25322</pub-id> <pub-id pub-id-type="pmid">39369892</pub-id></citation></ref>
<ref id="B73"><label>73.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malmir</surname> <given-names>H</given-names></name> <name><surname>Larijani</surname> <given-names>B</given-names></name> <name><surname>Esmaillzadeh</surname> <given-names>A</given-names></name></person-group>. <article-title>Consumption of milk and dairy products and risk of osteoporosis and hip fracture: a systematic review and Meta-analysis.</article-title> <source><italic>Crit Rev Food Sci Nutr.</italic></source> (<year>2020</year>) <volume>60</volume>:<fpage>1722</fpage>&#x2013;<lpage>37</lpage>. <pub-id pub-id-type="doi">10.1080/10408398.2019.1590800</pub-id> <pub-id pub-id-type="pmid">30909722</pub-id></citation></ref>
<ref id="B74"><label>74.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>MT</given-names></name> <name><surname>Bolland</surname> <given-names>MJ</given-names></name> <name><surname>Grey</surname> <given-names>A</given-names></name></person-group>. <article-title>Reporting of limitations of observational research.</article-title> <source><italic>JAMA Int Med.</italic></source> (<year>2015</year>) <volume>175</volume>:<fpage>1571</fpage>&#x2013;<lpage>2</lpage>. <pub-id pub-id-type="doi">10.1001/jamainternmed.2015.2147</pub-id> <pub-id pub-id-type="pmid">26053740</pub-id></citation></ref>
<ref id="B75"><label>75.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>V&#x00E9;lez-Cuellar</surname> <given-names>NN</given-names></name> <name><surname>Toloza P&#x00E9;rez</surname> <given-names>YG</given-names></name> <name><surname>Malag&#x00F3;n Rojas</surname> <given-names>J</given-names></name></person-group>. <article-title>Prevention of osteoporosis in Colombia, in population older than 50: an intervention model from a nutrieconomics perspective.</article-title> <source><italic>Salud UIS.</italic></source> (<year>2023</year>) <volume>55</volume>:<fpage>e23071</fpage>. <pub-id pub-id-type="doi">10.18273/saluduis.55.e:23071</pub-id></citation></ref>
<ref id="B76"><label>76.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kassem</surname> <given-names>NM</given-names></name> <name><surname>Abdelmegid</surname> <given-names>YA</given-names></name> <name><surname>El-Sayed</surname> <given-names>MK</given-names></name> <name><surname>Sayed</surname> <given-names>RS</given-names></name> <name><surname>Abdel-Aalla</surname> <given-names>MH</given-names></name> <name><surname>Kassem</surname> <given-names>MH</given-names></name></person-group>. <article-title>Nutrigenomics and microbiome shaping the future of personalized medicine: a review article.</article-title> <source><italic>J Gen Eng Biotechnol.</italic></source> (<year>2023</year>) <volume>21</volume>:<fpage>134</fpage>. <pub-id pub-id-type="doi">10.1186/s43141-023-00599-2</pub-id> <pub-id pub-id-type="pmid">37993702</pub-id></citation></ref>
</ref-list>
</back>
</article>