<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2025.1664254</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Exploring the mechanism of Heidihuang Pill in the treatment of osteoporosis based on network pharmacology, molecular docking, and experimental validation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Tian</surname><given-names>Zenghui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1873016/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Cui</surname><given-names>Kaiying</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Tian</surname><given-names>Yuxiao</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Chen</surname><given-names>Yungang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname><given-names>Guoyan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname><given-names>Farong</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Hao</surname><given-names>Yanke</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2001268/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname><given-names>Yingying</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>*</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>College of First Clinical Medical, Shandong University of Traditional Chinese Medicine</institution>, <city>Jinan</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Affiliated Hospital of Shandong University of Traditional Chinese Medicine</institution>, <city>Jinan</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>College of Second Clinical Medical, Shandong University of Traditional Chinese Medicine</institution>, <city>Jinan</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Yingying Li, <email xlink:href="mailto:18353188017@163.com">18353188017@163.com</email>; Yanke Hao, <email xlink:href="mailto:71000331@sdutcm.edu.cn">71000331@sdutcm.edu.cn</email></corresp>
<fn fn-type="equal" id="fn003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work and share first authorship</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-12-15">
<day>15</day>
<month>12</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1664254</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>09</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Tian, Cui, Tian, Chen, Liu, Zhang, Hao and Li.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Tian, Cui, Tian, Chen, Liu, Zhang, Hao and Li</copyright-holder>
<license>
<ali:license_ref start_date="2025-12-15">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Currently, anti-osteoporosis (OP) treatment imposes a certain economic burden on patients and society; therefore, studies have focused on exploring anti-OP therapies. As a classic prescription in traditional Chinese medicine (TCM), the Heidihuang Pill (HP) was clinically shown to alleviate OP. However, the mechanism behind its effect remains unclear. We aimed to determine this mechanism using methods such as network pharmacology and experimental verification.</p>
</sec>
<sec>
<title>Methods</title>
<p>Network pharmacology was used to identify the active ingredients, targets, and mechanisms of action of HP in treating OP. Molecular docking technology was then used to verify the interactions between the active ingredients and target proteins. Finally, an OP rat model was established through <italic>in vivo</italic> experiments to validate the results obtained from network pharmacology.</p>
</sec>
<sec>
<title>Results</title>
<p>Overall, 178 targets were retrieved, which are key targets of HP for treating OP. Protein-Protein Interaction network analysis showed that RAC-alpha serine/threonine-protein kinase (Akt1) (degree =132) was the most reliable target of HP for treating OP. Gene Ontology functional analysis revealed that the regulation of HP on OP mainly occurs as follows: it mainly manifests as a response to hormones in biological processes; it mainly acts on membrane rafts in cellular components; and it mainly involves the binding of transcription factors in molecular functions. Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis indicated that the Advanced Glycation End products/Receptor for Advanced Glycation End products (AGE-RAGE) signaling pathway in diabetic complications and the hypoxia-inducible factor (HIF)-1 signaling pathway are the main pathways involved in the HP treatment of OP. Molecular docking results showed that Akt1 has a good binding ability with peoniflorin, with a binding energy of -56.66 kcal/mol. <italic>In vivo</italic> experiments confirmed that the trabecular bone mineral density, trabecular number, and bone volume fraction of model rats treated with HP significantly increased (<italic>P</italic> &lt; 0.05 vs. the model group). Histopathological staining showed that the number and morphology of the trabecular bones improved (vs. the model group). Additionally, the expression of HIF-1 signaling protein in rat bone tissue increased, while the expression of AGE/RAGE signaling protein decreased (<italic>P</italic> &lt; 0.05, vs. the model group).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Peoniflorin, the main active ingredient in HP, acts on Akt1 and treats OP through the AGE-RAGE and HIF-1 signaling pathways. This study showed the precise molecular pathways and core therapeutic targets of HP in treating OP, and provides a scientific basis and new research direction for treating OP with TCM.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Heidihuang Pill</kwd>
<kwd>osteoporosis</kwd>
<kwd>AGE-RAGE signaling pathway</kwd>
<kwd>HIF-1 signaling pathway</kwd>
<kwd>network pharmacology</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for work and/or its publication. This research was supported by 2024 Doctoral Quality Enhancement and Innovation Project, Shandong University of Traditional Chinese Medicine (YJSTZCX2024031); Shandong Provincial Medical and Health Science and Technology Project (202403100325); Natullarschens Fondatianben Shandong Provens Prooeek (ZR2022MH096 and ZR2021MH254).</funding-statement>
</funding-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="15"/>
<word-count count="6189"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Bone Research</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Osteoporosis (OP) is the most common metabolic bone disease and is characterized by the loss of bone strength caused by an imbalance in bone homeostasis, leading to increased bone fragility and fracture risk (<xref ref-type="bibr" rid="B1">1</xref>). With an aging global population, the number of individuals affected by OP continually increases. Studies have shown that 10.2% of adults over 50 years of age have OP, with a likely projection of 13.6% by 2030 (<xref ref-type="bibr" rid="B2">2</xref>). Currently, OP and its related fractures have become common causes of mortality among older adults (<xref ref-type="bibr" rid="B3">3</xref>). The primary treatment for OP involves the systemic administration of medications to reduce bone resorption or stimulate bone formation, thereby preventing fractures. Examples of these medications include anti-resorptive drugs, including bisphosphonates and denosumab, bone-forming agents such as teriparatide, and dual-action drugs that stimulate bone formation and inhibit resorption, such as romosozumab (<xref ref-type="bibr" rid="B4">4</xref>). However, as clinical research progresses, it has been recognized that anti-OP treatment requires a prolonged process. Long-term use of these medications may result in adverse events, including osteonecrosis of the jaw, atrial fibrillation, fever, and myalgia (<xref ref-type="bibr" rid="B5">5</xref>). Additionally, the prolonged use of medications and healthcare management for OP imposes significant economic burdens on patients and society (<xref ref-type="bibr" rid="B6">6</xref>). In Europe, OP has become a major and growing healthcare challenge, with annual medical costs exceeding &#x20ac;56 billion (<xref ref-type="bibr" rid="B7">7</xref>). Consequently, exploring effective and cost-efficient anti-OP therapies remains a critical research focus (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Traditional Chinese medicine (TCM) has a long history of preventing and treating OP, holding that &#x201c;deficiency of the spleen and kidney&#x201d; is the primary pathogenesis of OP (<xref ref-type="bibr" rid="B9">9</xref>). Therefore, in treating OP with TCM, tonifying the spleen and kidney is also key. As a classic prescription passed down in TCM, Heidihuang Pill (HP) is composed of Rehmanniae (&#x719f;&#x5730;&#x9ec4;), Atractylodes (&#x82cd;&#x672f;), Dried ginger (&#x5e72;&#x59dc;), and jujube (&#x5927;&#x67a3;), with the efficacy of tonifying the kidney and spleen. Modern pharmacological studies have shown that the aqueous extract of Rehmanniae improves bone health and alleviates bone microstructure damage caused by OP by regulating the miR-29a-3p/NFIA/Wnt signaling axis (<xref ref-type="bibr" rid="B10">10</xref>). Extracts of Atractylodes (including water and ethanol extracts) enhance osteogenesis and inhibit osteoclast formation (<xref ref-type="bibr" rid="B11">11</xref>). Zingiberone, a component of dried ginger, enhances ferroptosis sensitivity and inhibits osteoclast formation. It also promotes bone remodeling to improve OP (<xref ref-type="bibr" rid="B12">12</xref>). ZJMP-2, a water-soluble polysaccharide component of Jujubae, increases the number of bone marrow cells (<xref ref-type="bibr" rid="B13">13</xref>). Moreover, clinical applications discovered that HP can improve OP by regulating calcium and phosphorus metabolism and increasing bone mineral density (BMD) and bone volume fraction (BV/TV) (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Currently, studies on HP have mainly focused on its role in improving kidney disease (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>); however, the mechanism by which it improves OP remains unclear. Therefore, we are the first to explore this mechanism using methods such as network pharmacology and experimental verification. This study showed the precise molecular pathways and core therapeutic targets of HP for treating OP, and provides a scientific basis and new research direction for treating OP with TCM.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Network pharmacology</title>
<sec id="s2_1_1">
<label>2.1.1</label>
<title>Screening of active components and target proteins of Heidihuang Pill</title>
<p>The components of HP were identified using the keywords &#x201c;shudihuang,&#x201d; &#x201c;cangzhu,&#x201d; &#x201c;ganjiang,&#x201d; and &#x201c;dazhao&#x201d; across three databases: Traditional Chinese Medicine Systems Pharmacology (TCMSP) (<ext-link ext-link-type="uri" xlink:href="http://tcmspw.com/tcmsp.php">http://tcmspw.com/tcmsp.php</ext-link>, accessed: 2025-03) (<xref ref-type="bibr" rid="B17">17</xref>), Integrative Pharmacology-based Research Platform of Traditional Chinese Medicine (<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php">http://www.tcmip.cn/TCMIP/index.php</ext-link>, accessed: 2025-03) (<xref ref-type="bibr" rid="B18">18</xref>), and A Bioinformatics Analysis Tool for Molecular Mechanism of Traditional Chinese Medicine (<ext-link ext-link-type="uri" xlink:href="http://bionet.ncpsb.org.cn/batman-tcm/">http://bionet.ncpsb.org.cn/batman-tcm/</ext-link>, accessed: 2025-03) (<xref ref-type="bibr" rid="B19">19</xref>) databases. Active ingredients were screened using pharmacokinetic core parameters (absorption, distribution, metabolism, excretion (ADME)): oral bioavail-ability (OB) &#x2265;30% and drug similarity (DL) &#x2265;0.18 (<xref ref-type="bibr" rid="B8">8</xref>). The corresponding target protein of each active ingredient was then obtained from the TCMSP database. Finally, the UniProt database (<ext-link ext-link-type="uri" xlink:href="https://www.uniprot.org/">https://www.uniprot.org/</ext-link>, accessed: 2025-03) was used to unify the names of the target proteins. Duplicate items were removed, and the data were merged and converted into gene symbols.</p>
</sec>
<sec id="s2_1_2">
<label>2.1.2</label>
<title>Screening of osteoporosis-related target proteins</title>
<p>Relevant targets for OP were identified by searching the GeneCards (<ext-link ext-link-type="uri" xlink:href="http://www.genecards.org">http://www.genecards.org</ext-link>, accessed: 2025-03), OMIM (<ext-link ext-link-type="uri" xlink:href="http://www.omim.org">http://www.omim.org</ext-link>, accessed: 2025-03), and DrugBank (<ext-link ext-link-type="uri" xlink:href="https://go.drugbank.com">https://go.drugbank.com</ext-link>, accessed: 2025-03) databases with the keyword &#x201c;Osteoporosis&#x201d;. Subsequently, the target data were standardized by unifying protein names, deduplicating entries, merging datasets, and converting gene symbols through the UniProt database.</p>
</sec>
<sec id="s2_1_3">
<label>2.1.3</label>
<title>Construction and analysis of the drug-active component-target-disease network</title>
<p>The Venny 2.1 system (<ext-link ext-link-type="uri" xlink:href="https://bioinfogp.cnb.csic.es">https://bioinfogp.cnb.csic.es</ext-link>, accessed: 2025-03) was used to generate a Venn diagram to identify shared targets between HP active components and OP-related targets. Cytoscape 3.7.1 software (<ext-link ext-link-type="uri" xlink:href="http://cytoscape.org">http://cytoscape.org</ext-link>) was used to map the relationships between drugs, active components, common targets, and OP, resulting in a drug-active component-target-disease network.</p>
</sec>
<sec id="s2_1_4">
<label>2.1.4</label>
<title>Construction and analysis of the protein&#x2013;protein interaction network</title>
<p>The shared HP-OP targets were uploaded to the STRING database (<ext-link ext-link-type="uri" xlink:href="https://string-db.org">https://string-db.org</ext-link>, accessed: 2025-03) to construct a protein-protein interaction (PPI) network. The species was limited to Homo sapiens with a medium confidence interaction score threshold (&gt;0.4). Subsequent topological analysis of the network was conducted using Cytoscape 3.7.1, and the CytoNCA plugin was used to calculate the node degree.</p>
</sec>
<sec id="s2_1_5">
<label>2.1.5</label>
<title>Gene ontology functional enrichment analysis and kyoto encyclopedia of genes and genomes pathway enrichment analysis</title>
<p>Shared HP-OP targets were imported into Metascape (<ext-link ext-link-type="uri" xlink:href="http://metascape.org">http://metascape.org</ext-link>, accessed: 2025-03) for functional enrichment analysis. Gene ontology (GO) terms (biological process, molecular function, and cellular component) and Kyoto encyclopedia of genes and genomes (KEGG) pathways were analyzed using Homo sapiens settings, and the results were visualized.</p>
</sec>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Molecular docking</title>
<p>Molecular docking analysis was conducted using Discovery Studio (DS) v3.5 (Biovia. San Diego, CA, USA). The crystal structures of the proteins (targets) were extracted from the Protein Data Bank (<ext-link ext-link-type="uri" xlink:href="https://www.rcsb.org/">https://www.rcsb.org/</ext-link>, accessed: 2025-04). SDF files of the 3D structures of the active components were downloaded from the PubChem database (<ext-link ext-link-type="uri" xlink:href="https://pubchem.ncbi.nlm.nih.gov/">https://pubchem.ncbi.nlm.nih.gov/</ext-link>, accessed: 2025-04).</p>
<p>First, the ligand was imported in SDF format into the DS software. Under the &#x201c;Small Molecules&#x201d; window, &#x201c;Prepare Ligands&#x201d; was first conducted to prepare small molecules, with the ionization method based on a pH range of 6.5-8.5. Then, &#x201c;Full Minimization&#x201d; was conducted to optimize the small molecules, using the CHARMm force field as the additional force field, the Smart Minimizer as the algorithm, and setting the maximum number of steps to 2000. Second, the protein was imported in PDB format into the DS software. In the &#x201c;Automatic Preparation&#x201d; section under the &#x201c;Macromolecules&#x201d; window, &#x201c;Prepare Protein&#x201d; was selected to remove crystal water and calculate the CHARMm force field. Next, the active center was defined in the &#x201c;Define and Edit Binding Site&#x201d; window under &#x201c;Receptor-Ligand Interactions&#x201d; in the DS software. Then, the semi-flexible docking mode of Dock Ligands (CDOCKER) was selected in the software for molecular docking. Finally, redocking was conducted to evaluate the binding mode before formal molecular docking, and then Pymol 2.5.7 (Portland, OR, US) was used for visual analysis.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Experimental validation</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Animals and grouping</title>
<p>Twenty-four 3-month-old female Sprague-Dawley (SD) rats (body weight: 240&#x2013;300 g) were purchased from Beijing Vital River Laboratory Animal Technology Co., Ltd. (license number: SCXK (Jing) 2021-0006). The rats were sheltered in the SPF-grade laboratory of the Animal Experiment Center of the Affiliated Hospital of Shandong University of Traditional Chinese Medicine. The environmental conditions included constant temperature and humidity (room temperature: 22&#x2013;26 &#xb0;C; relative humidity: 50 &#xb1; 5%, a 12-hour light/dark cycle, and ad libitum access to food and water).</p>
<p>According to the 3R principles for laboratory animals (<xref ref-type="bibr" rid="B20">20</xref>), 24 female SD rats were randomly divided into four groups (n = 6 per group) using a random number table: NC-Group, model, experimental, and positive control groups. The Experimental Animal Ethics Committee of the Shandong University of Traditional Chinese Medicine (approval number: SDSZYYAWE20231219001) approved this study protocol.</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Drugs</title>
<p>HP was composed of Rehmanniae (&#x719f;&#x5730;&#x9ec4;, 32g), Atractylodes (&#x82cd;&#x672f;, 32g), Dried ginger (&#x5e72;&#x59dc;, 2g), and jujube (&#x5927;&#x67a3;, 34g). Herbal pieces were purchased from the pharmacy of the Affiliated Hospital of Shandong University of TCM and authenticated by TCM pharmacists in the hospital. The preparation was conducted in a decoction room, and the four herbs were soaked in 10 volumes of water for 30 min. The mixture was decocted twice (2 h each time), filtered through a gauze, and the filtrates were combined. The resulting solution was at a final concentration of 1 g/mL and stored at 4 &#xb0;C for later use.</p>
<p>Alendronate Sodium Tablets (Beijing Fuyuan Pharmaceutical Co., Ltd.; National Drug Approval No. H20059029) were used as positive controls.</p>
</sec>
<sec id="s2_3_3">
<label>2.3.3</label>
<title>Major equipment and reagents</title>
<p>Micro-Computed Tomography (CT) (Model: NC-200), Multicolor Fluorescence Imaging System (Model: GE Amersham Imager 600), Embedding Machine (Model: JB-P5), Paraffin Microtome (Model: Leica RM2255), Automated Slide Analysis System (Model: HS6), and Bicinchoninic Acid (BCA) Protein Quantification Kit (Catalog No. P0010; Beyotime Biotechnology, Shanghai, China), Anti- hypoxia-inducible factor (HIF)-1&#x3b1; Antibody (cat. no. ab179483; Abcam, Cambridge, UK), anti-AGER/RAGE (cat. no. 83759-5-RR; Proteintech, USA), Anti- Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) Antibody (cat. no. 10494-1-AP, Proteintech, USA), horseradish Peroxidase (HRP)-Labeled goat anti-rabbit IgG (cat. no. 20536-1-AP, Proteintech, USA).</p>
</sec>
<sec id="s2_3_4">
<label>2.3.4</label>
<title>Animal modeling and drug administration</title>
<p>After one week of acclimatization, rats in the model, experimental, and positive control groups were anesthetized using an intraperitoneal injection of Zoletil (15 mg/kg) + Xylazine Hydrochloride (5 mg/kg). After successful anesthesia, the dorsal area was shaved and disinfected. A longitudinal incision (approximately 1.5 cm) was made below the ribs on both sides of the spine. The subcutaneous tissues and muscles were bluntly dissected to expose the ovaries. Both fallopian tubes were ligated, and bilateral ovariectomy was conducted to establish an ovariectomized OP model. Hemostasis, irrigation, and disinfection were completed, followed by layered suturing of the muscles and skin. Postoperatively, the rats received intramuscular penicillin (8&#xd7;104U/rat) for 3 consecutive days to prevent infection.</p>
<p>Drug interventions commenced 7 days after modeling. Based on body surface area conversion (<xref ref-type="bibr" rid="B21">21</xref>), the experimental group received 10.43 g/kg/day of HP decoction through oral gavage. The positive control group was administered 7.35 mg/kg alendronate sodium (prepared by suspending finely ground tablets in purified water to 2 mg/mL, 3.675 mL/kg) once a week. The NC-Group and model groups received equivalent volumes of saline daily through oral gavage. All treatments were administered for 12 weeks.</p>
</sec>
<sec id="s2_3_5">
<label>2.3.5</label>
<title>Sample collection</title>
<p>After gavage, the rats were euthanized by cervical dislocation. The hair of their bodies was shaved, and the entire body was disinfected by immersing the rats in 75% alcohol. The left and right femurs were then harvested. For the right femur, it was fixed with 4% paraformaldehyde fixative at 4 &#xb0;C for over 48 h, followed by Micro-CT imaging analysis. Subsequently, the femur was decalcified with 10% EDTA decalcification solution at 4 &#xb0;C for 4 weeks, and paraffin tissue sections were prepared. The left femur was immediately immersed in liquid nitrogen for quick freezing and stored at -80 &#xb0;C for future use.</p>
</sec>
<sec id="s2_3_6">
<label>2.3.6</label>
<title>Femoral micro-computed tomography analysis</title>
<p>The right femurs from each group was subjected to micro-CT scanning. Then, three-dimensional reconstruction was conducted using NRecon software (version 1.20.3.0; Bruker MicroCT, Belgium) on selected regions of interest. Quantitative analysis of bone microstructure parameters was conducted with CT Analyzer (version 1.20.3.0) under standardized thresholds. BMD, BV/TV, and trabecular number (Tb.N) were calculated.</p>
</sec>
<sec id="s2_3_7">
<label>2.3.7</label>
<title>Femoral histological staining</title>
<p>Paraffin-embedded right femur samples were sectioned into 3.0&#x2013;4.0 &#x3bc;m-thick slices using a microtome. The sections were stained with hematoxylin and eosin (H&amp;E) per the manufacturer&#x2019;s protocol. Histopathological evaluation of the trabecular bone morphology and quantity was conducted using a light microscope.</p>
</sec>
<sec id="s2_3_8">
<label>2.3.8</label>
<title>Detection of hypoxia-inducible factor-1 and advanced glycation end products/receptor for advanced glycation end products protein expression in bone tissues by western blot</title>
<p>The left femurs of rats in each group were taken, sequentially crushed into a mortar, rapidly ground into a powder with multiple additions of liquid nitrogen, mixed with lysis buffer, and oscillated with a homogenizer at 4 &#xb0;C. Oscillation was conducted once every 5 min for six times, and then centrifuged for 10 min. The supernatant was collected to extract proteins, and the protein concentration was determined using the BCA method. Loading buffer was added, and the mixture was boiled for 10 min for denaturation. Twenty micrograms of protein were loaded, subjected to Sodium Dodecyl Sulfate Polyacrylamide gel electrophoresis, and electrotransferred to a polyvinylidene fluoride membrane. The membrane was blocked with 50 g/L skim milk solution at room temperature for 3 h, incubated with primary antibody at 4 &#xb0;C overnight, washed, and incubated with horseradish peroxidase-conjugated secondary antibody at room temperature for 1 h. After washing, the protein bands were visualized using electrochemiluminescence. GAPDH was used as an internal reference, and Image J analysis software was used to analyze the gray values of the bands in each group.</p>
</sec>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Data analysis</title>
<p>SPSS 26.0 statistical software (IBM, Armonk, NY, USA) was used for statistical analysis of the data in this study. The Shapiro-Wilk test was used to determine whether the data conformed to a normal distribution (<italic>P</italic> &gt; 0.05 indicates a normal distribution). One-way analysis of variance was used to compare multiple groups with a normal distribution and homogeneous variance, the Kruskal-Wallis H test was used for data that did not meet the assumptions of normal distribution and variance homogeneity, and effect sizes (r) were calculated. All data were expressed as mean &#xb1; standard deviation. The results were considered statistically significant at <italic>P</italic> &lt; 0.05. Graphs were constructed using GraphPad Prism 6.0. All experiments were independently replicated three times to ensure the accuracy of the experimental results.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Network pharmacology</title>
<sec id="s3_1_1">
<label>3.1.1</label>
<title>Active components and potential targets of Heidihuang Pill</title>
<p>ADME-based screening produced 30 qualifying HP constituents: rehmanniae (two components), atractylodes (nine components), dried ginger (six components), and jujubae (19 components) (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). Target proteins were annotated using UniProt, and 228 unique targets remained after deduplication.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Main active ingredients of HP.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Mol. ID</th>
<th valign="middle" align="left">Molecule name</th>
<th valign="middle" align="left">Oral bioavailability (OB [%])</th>
<th valign="middle" align="left">Drug- likeness (DL)</th>
<th valign="middle" align="left">Drug</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">MOL000359</td>
<td valign="middle" align="left">sitosterol</td>
<td valign="middle" align="left">36.91</td>
<td valign="middle" align="left">0.75</td>
<td valign="middle" align="left">Rehmannia, Dried ginger</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000449</td>
<td valign="middle" align="left">Stigmasterol</td>
<td valign="middle" align="left">43.83</td>
<td valign="middle" align="left">0.76</td>
<td valign="middle" align="left">Rehmannia, Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000188</td>
<td valign="middle" align="left">3&#x3b2;-acetoxyatractylone</td>
<td valign="middle" align="left">40.57</td>
<td valign="middle" align="left">0.22</td>
<td valign="middle" align="left">Atractylodes</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000184</td>
<td valign="middle" align="left">NSC63551</td>
<td valign="middle" align="left">39.25</td>
<td valign="middle" align="left">0.76</td>
<td valign="middle" align="left">Atractylodes</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000173</td>
<td valign="middle" align="left">wogonin</td>
<td valign="middle" align="left">30.68</td>
<td valign="middle" align="left">0.23</td>
<td valign="middle" align="left">Atractylodes</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000085</td>
<td valign="middle" align="left">beta-daucosterol_qt</td>
<td valign="middle" align="left">36.91</td>
<td valign="middle" align="left">0.75</td>
<td valign="middle" align="left">Atractylodes</td>
</tr>
<tr>
<td valign="middle" align="left">MOL007004</td>
<td valign="middle" align="left">Albiflorin</td>
<td valign="middle" align="left">30.25</td>
<td valign="middle" align="left">0.77</td>
<td valign="middle" align="left">Atractylodes</td>
</tr>
<tr>
<td valign="middle" align="left">MOL001924</td>
<td valign="middle" align="left">Paeoniflorin</td>
<td valign="middle" align="left">53.87</td>
<td valign="middle" align="left">0.79</td>
<td valign="middle" align="left">Atractylodes</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000492</td>
<td valign="middle" align="left">(+)-Catechin</td>
<td valign="middle" align="left">54.83</td>
<td valign="middle" align="left">0.24</td>
<td valign="middle" align="left">Atractylodes, Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000358</td>
<td valign="middle" align="left">beta-sitosterol</td>
<td valign="middle" align="left">36.91</td>
<td valign="middle" align="left">0.75</td>
<td valign="middle" align="left">Atractylodes, Dried ginger, Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL002813</td>
<td valign="middle" align="left">Aucubin</td>
<td valign="middle" align="left">35.56</td>
<td valign="middle" align="left">0.33</td>
<td valign="middle" align="left">Atractylodes</td>
</tr>
<tr>
<td valign="middle" align="left">MOL002464</td>
<td valign="middle" align="left">1-Monolinolein</td>
<td valign="middle" align="left">37.18</td>
<td valign="middle" align="left">0.3</td>
<td valign="middle" align="left">Dried ginger</td>
</tr>
<tr>
<td valign="middle" align="left">MOL002501</td>
<td valign="middle" align="left">[(1S)-3-[(E)-but-2-enyl]-2-methyl-4-oxo-1-cyclopent-2-enyl] (1R,3R)-3-[(E)-3-methoxy-2-methyl-3-oxoprop-1-enyl]-2,2-dimethylcyclopropane-1-carboxylate</td>
<td valign="middle" align="left">62.52</td>
<td valign="middle" align="left">0.31</td>
<td valign="middle" align="left">Dried ginger</td>
</tr>
<tr>
<td valign="middle" align="left">MOL002514</td>
<td valign="middle" align="left">Sexangularetin</td>
<td valign="middle" align="left">62.86</td>
<td valign="middle" align="left">0.3</td>
<td valign="middle" align="left">Dried ginger</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000098</td>
<td valign="middle" align="left">quercetin</td>
<td valign="middle" align="left">46.43</td>
<td valign="middle" align="left">0.28</td>
<td valign="middle" align="left">Dried ginger, Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL012921</td>
<td valign="middle" align="left">stepharine</td>
<td valign="middle" align="left">31.55</td>
<td valign="middle" align="left">0.33</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL012946</td>
<td valign="middle" align="left">zizyphus saponin I_qt</td>
<td valign="middle" align="left">32.69</td>
<td valign="middle" align="left">0.62</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL012976</td>
<td valign="middle" align="left">coumestrol</td>
<td valign="middle" align="left">32.49</td>
<td valign="middle" align="left">0.34</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL012981</td>
<td valign="middle" align="left">Daechuine S7</td>
<td valign="middle" align="left">44.82</td>
<td valign="middle" align="left">0.83</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL012986</td>
<td valign="middle" align="left">Jujubasaponin V_qt</td>
<td valign="middle" align="left">36.99</td>
<td valign="middle" align="left">0.63</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL012992</td>
<td valign="middle" align="left">Mauritine D</td>
<td valign="middle" align="left">89.13</td>
<td valign="middle" align="left">0.45</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL001454</td>
<td valign="middle" align="left">berberine</td>
<td valign="middle" align="left">36.86</td>
<td valign="middle" align="left">0.78</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL001522</td>
<td valign="middle" align="left">(S)-Coclaurine</td>
<td valign="middle" align="left">42.35</td>
<td valign="middle" align="left">0.24</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000211</td>
<td valign="middle" align="left">Mairin</td>
<td valign="middle" align="left">55.38</td>
<td valign="middle" align="left">0.78</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL004350</td>
<td valign="middle" align="left">Ruvoside_qt</td>
<td valign="middle" align="left">36.12</td>
<td valign="middle" align="left">0.76</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000627</td>
<td valign="middle" align="left">Stepholidine</td>
<td valign="middle" align="left">33.11</td>
<td valign="middle" align="left">0.54</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL007213</td>
<td valign="middle" align="left">Nuciferin</td>
<td valign="middle" align="left">34.43</td>
<td valign="middle" align="left">0.4</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000787</td>
<td valign="middle" align="left">Fumarine</td>
<td valign="middle" align="left">59.26</td>
<td valign="middle" align="left">0.83</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL002773</td>
<td valign="middle" align="left">beta-carotene</td>
<td valign="middle" align="left">37.18</td>
<td valign="middle" align="left">0.58</td>
<td valign="middle" align="left">Jujube</td>
</tr>
<tr>
<td valign="middle" align="left">MOL000096</td>
<td valign="middle" align="left">(-)-catechin</td>
<td valign="middle" align="left">49.68</td>
<td valign="middle" align="left">0.24</td>
<td valign="middle" align="left">Jujube</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_1_2">
<label>3.1.2</label>
<title>Osteoporosis-related target proteins</title>
<p>A Search for &#x201c;Osteoporosis&#x201d; identified 5,936 targets in GeneCards, 45 in OMIM, and 115 in the Drug Bank. These datasets were consolidated, standardized using UniProt, and deduplicated, resulting in 6,032 non-redundant targets for further analysis.</p>
</sec>
<sec id="s3_1_3">
<label>3.1.3</label>
<title>Intersection targets and network construction</title>
<p>Venny 2.1 identified 178 shared HP-OP targets (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1A</bold></xref>), which were designated as key therapeutic targets. A drug-ingredient-target-disease network was constructed in Cytoscape 3.7.1 (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1B</bold></xref>) using these targets, HP drugs, bioactive ingredients, and OP nodes. The network (213 nodes, 601 edges) used color coding: green (HP drugs), purple (bioactives), blue (targets), and red (OP), with edges indicating functional interactions. The diagram shows that the effective ingredients of HP intervene in OP by acting on key targets.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Intersection targets and network construction. <bold>(A)</bold> A Venn diagram formed by the mapping target proteins of Heidihuang Pill (HP) to the target proteins of OP. Overall, 50 target proteins associated with HP were identified, as well as 5854 target proteins related to Osteoporosis (OP). Overall, 178 intersecting target proteins between the two were obtained, which are considered the key targets for HP in the treatment of OP. <bold>(B)</bold> Drug-active ingredient-key target-disease network diagram. The network diagram contains 213 nodes and 601 edges, where green represents the drug composition in HP, purple nodes represent the effective active ingredients of HP, blue nodes represent key targets, red nodes represent OP, and edges represent the interactions between nodes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-16-1664254-g001.tif">
<alt-text content-type="machine-generated">A Venn diagram and a network diagram are shown. (A) The Venn diagram displays two circles labeled Osteoporosis with 5,854 elements, 96.3 percent, and Heidihuang Pill with 50 elements, 0.8 percent. The overlap contains 178 elements, 2.9 percent. (B) The network diagram connects Osteoporosis, depicted as a red octagon, to various elements. Four green diamonds labeled Jujube, Rehmannia, Dried ginger, and Atractylodes are connected to other nodes, representing a complex interaction network.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_1_4">
<label>3.1.4</label>
<title>Protein-protein interaction network analysis and core target screening</title>
<p>The overlapping targets of HP and OP were imported into the STRING platform to create a PPI network (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>). This network included 177 nodes and 4281 edges. Cytoscape 3.7.1 topological analysis prioritized biologically significant hub genes using the degree of centrality (DC) calculated using CytoNCA. A filtered subnetwork (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>) visualizes the target importance through graduated node sizes and colors. A bar chart was created following the top 20 target proteins ranked by DC (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2C</bold></xref>). As shown in the bar chart, RAC-alpha serine/threonine-protein kinase (Akt1) ranks among the top targets. Therefore, Akt1 is a key target of HP for treating OP.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>PPI network analysis and core target screening. <bold>(A)</bold> From the STRING platform, the Protein-Protein Intervention network was constructed, which included 177 nodes and 4281 edges. <bold>(B)</bold> The results of the STRING platform were imported into the network diagram obtained by Cytoscape 3.7.1 software. Node color depth and size reflect target importance. <bold>(C)</bold> Bar graphs were created based on the top 20 target proteins ranked by the degree value. Akt1 ranked at the top.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-16-1664254-g002.tif">
<alt-text content-type="machine-generated">(A) A complex network of colored nodes interconnected by lines, representing various entities and their relationships. (B) A detailed circular network with multiple layers, featuring nodes in the center marked in red, surrounded by orange nodes, all interconnected by numerous lines. (C) A bar chart showing the degree of connectivity for various entities, with ANTXR1 and TP53 among the highest degree nodes.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_1_5">
<label>3.1.5</label>
<title>Biological functions and major signaling pathways of common targets</title>
<p>The intersecting targets of HP and OP were uploaded to the Metascape platform for GO functional enrichment analysis; the top 20 items were selected for analysis, and a bar chart was drawn (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). Using the screening criteria of Min Overlap: 3, P-Value Cutoff: 0.01, and Min Enrichment: 1.5, KEGG pathway enrichment analysis was conducted, the top 20 representative pathways were selected as key pathways, and they were visualized by drawing a bubble chart (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>). GO functional analysis revealed that HP regulates OP mainly by responding to hormones in biological processes, acting on membrane rafts in cellular components, and binding to transcription factors in molecular functions. KEGG pathway enrichment analysis of the intersecting targets revealed that the primary pathways involved included pathways in cancer, lipid, and atherosclerosis, the Advanced Glycation End products/Receptor for Advanced Glycation End products (AGE-RAGE) signaling pathway in diabetic complications, chemical carcinogenesis-receptor activation, and the HIF-1 signaling pathway.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>GO functional enrichment analysis and KEGG pathway enrichment analysis. <bold>(A)</bold> Based on gene ontology (GO) functional enrichment analysis, the top 20 items were selected for analysis to generate a bar graph. The x-axis represents three GO terms: Biological processes, cellular components, and molecular functions. The y-axis represents &#x2212;log10 (p-value) of GO terms. The &#x2212;log (p-value) of GO terms was indicated numerically above the bar plot. <bold>(B)</bold> Kyoto Encyclopedia Gene and Genome pathway enrichment analysis was conducted, and a bubble graph was generated. The number of genes enriched in each pathway was represented by the circle size, from green to red, representing the change in p-value.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-16-1664254-g003.tif">
<alt-text content-type="machine-generated">(A) Bar chart showing enrichment analysis categorized into biological processes, cellular components, and molecular functions. Each category is represented by color-coded bars indicating negative log p-values. (B) Bubble plot depicting pathways' enrichment levels with pathways on the y-axis and enrichment scores on the x-axis. Bubble size indicates count, and color represents negative log p-values.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Molecular docking</title>
<p>Previous studies indicated that Akt1 (PDB ID: 4GV1) is the main target. Five active components of HP &#x2014; Albiflorin [PubChem CID: 24868421], Peoniflorin [PubChem CID: 442534], Quercetin [PubChem CID: 5280343], Wogonin [PubChem CID: 5281703], and Beta-Carotene [PubChem CID: 5280489] &#x2014; were selected for molecular docking analysis. The results showed that the binding energies of Akt1 with Albiflorin, Peoniflorin, Quercetin, Wogonin, and Beta-Carotene were -56.20 kcal/mol, -56.66 kcal/mol, -41.93 kcal/mol, -35.83 kcal/mol, and -6.97 kcal/mol, respectively. It is generally believed that the higher the absolute value of the binding energy, the stronger the affinity between the two (<xref ref-type="bibr" rid="B22">22</xref>). These interactions are mediated by forces, including conventional hydrogen bonds, carbon-hydrogen bonds, alkyl bonds, and Pi-alkyl bonds. Before formal docking, all macromolecular structures were redocked, and their root mean square deviation values were all &lt;2 &#xc5;, indicating good accuracy and a favorable binding mode (<xref ref-type="bibr" rid="B23">23</xref>). (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref> and <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Molecular docking. <bold>(A)</bold> Albiflorin with Akt1, <bold>(B)</bold> Paeoniflorin with Akt1, <bold>(C)</bold> Quercetin with Akt1, <bold>(D)</bold> Wogonin with Akt1, <bold>(E)</bold> Beta-Carotene with Akt1.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-16-1664254-g004.tif">
<alt-text content-type="machine-generated">Illustration of five molecular docking scenarios (A to E) with proteins and ligands. Each scenario includes the protein structure and a zoomed view of the docking site, highlighting key amino acids and ligand interactions with color-coded annotations: green, magenta, yellow, red, and blue. Each has an associated 2D interaction map with labeled bonds and contact types, offering insights into the molecular interactions for each conformation.</alt-text>
</graphic></fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Molecular docking of AKT1 and HP active ingredients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">HP active ingredients</th>
<th valign="middle" align="center">Connection method and location</th>
<th valign="middle" align="center">Binding energy (kcal/mol)</th>
<th valign="middle" align="center">Root mean square deviation(&#xc5;)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Albiflorin</td>
<td valign="middle" align="left">Conventional Hydrogen Bond (CLY (A:162), GLU (A:234)); Carbon Hydrogen Bond (GLY(A:159), LYS(A:163), ASP(A:292)); Pi-Sulfur (MET(A:227)); Alkyl, Pi-Alkyl (ALA (A:177, A:230), MET (A:281), VAL (A:164))</td>
<td valign="middle" align="left">-56.20</td>
<td valign="middle" align="left">1.14</td>
</tr>
<tr>
<td valign="middle" align="left">Peoniflorin</td>
<td valign="middle" align="left">Conventional Hydrogen Bond (PHE (A:161), LYS (A:179), ASP (A:292)); Carbon Hydrogen Bond (GLY (A:162); Pi-Sulfur (MET (A:227)); Pi-Alkyl (ALA (A:177), MET (A:281), VAL (A:164))</td>
<td valign="middle" align="left">-56.66</td>
<td valign="middle" align="left">0.97</td>
</tr>
<tr>
<td valign="middle" align="left">Quercetin</td>
<td valign="middle" align="left">Conventional Hydrogen Bond (GLU(A:278)); Carbon Hydrogen Bond (GLY (A:157), LYS (A:163, A:158)); Pi-Cation, Pi-Anion (LYS (A:179), ASP (A:292)); Pi-Sulfur (MET (A:281)); Pi-Alkyl (VAL (A:164))</td>
<td valign="middle" align="left">-41.93</td>
<td valign="middle" align="left">1.53</td>
</tr>
<tr>
<td valign="middle" align="left">Wogonin</td>
<td valign="middle" align="left">Conventional Hydrogen Bond (ASP (A:292)); Carbon Hydrogen Bond (LEU (A:156)); Pi-Sigma (VAL (A:164)); Pi-Sulfur (MET (A:281, A:227)); Pi-Alkyl (VAL (A:164))</td>
<td valign="middle" align="left">-35.83</td>
<td valign="middle" align="left">1.56</td>
</tr>
<tr>
<td valign="middle" align="left">Beta-Caroten</td>
<td valign="middle" align="left">Alkyl (LYS (A:289), MET (A:281, A:227), ALA (A:177))</td>
<td valign="middle" align="left">-6.97</td>
<td valign="middle" align="left">1.64</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Experimental validation</title>
<sec id="s3_3_1">
<label>3.3.1</label>
<title>Micro-computed tomography analysis of femoral bone in rats</title>
<p>Three-dimensional reconstruction of the distal femur using micro-CT revealed that compared to the NC-Group, the model group showed significant reductions in trabecular bone quantity, disrupted continuity, and enlarged trabecular spacing. Conversely, the experimental and positive control groups showed increased trabecular bone density, improved trabecular continuity, and reduced trabecular spacing than the model group (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5A&#x2013;D</bold></xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Experimental validation. <bold>(A&#x2013;D)</bold> Three-dimensional reconstruction of the distal femur by Micro-Computed Tomography. <bold>(E&#x2013;G)</bold> Quantitative analysis of bone microstructure (BMD, BV/TV, Tb.N). *<italic>P</italic> &lt; 0.05, **<italic>P</italic> &lt; 0.01, **<italic>P</italic> &lt; 0.001 versus the NC-group; #<italic>P</italic> &lt; 0.05, ##<italic>P</italic> &lt; 0.01, ###<italic>P</italic> &lt; 0.001 versus the model group. <bold>(H&#x2013;K)</bold> Histological Evaluation of Femoral Bone via Hematoxylin and Eosin Staining. <bold>(L&#x2013;N)</bold> Western blotting was used to detect the expression of the signaling proteins Advanced Glycation End Products/Receptor for Advanced Glycation End Products and HIF-1. Protein concentration analysis. *<italic>P</italic> &lt; 0.05, **<italic>P</italic> &lt; 0.01, ***<italic>P</italic> &lt; 0.001 versus the NC-group; #<italic>P</italic> &lt; 0.05, ##<italic>P</italic> &lt; 0.01, versus the model group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-16-1664254-g005.tif">
<alt-text content-type="machine-generated">Eight-panel scientific figure showing different analyses for NC-Group, Model group, Experimental group, and Positive control group. Panels A-D depict 3D bone structure images. Panels E-G show bar graphs comparing bone density and related metrics among groups. Panels H-K display histological images, showing tissue structure. Panel L includes Western blot results for proteins AGE-RAGE, HIF-1, and GAPDH. Panels M and N present bar graphs quantifying protein expression levels. Each group is visibly distinct in each panel, highlighting experimental variances.</alt-text>
</graphic></fig>
<p>Quantitative analysis of the bone microstructure showed that the model group had significantly lower trabecular BMD, Tb.N, and BV/TV than the NC group did (<italic>P</italic> = 0.002, 0.000, 0.002 &lt; 0.05, r=0.95, 0.99, 0.97, respectively). Compared to the model group, the BMD, Tb.N, and BV/TV of rats in the experimental group were significantly higher (<italic>P</italic> = 0.000, 0.004, 0.021&lt; 0.05, r=0.99, 0.93, 0.83, respectively). In the positive control group, the BMD and Tb.N of rats showed an upward trend (<italic>P</italic> = 0.001, 0.022 &lt; 0.05, r=0.95, 0.83, respectively), while the upward trend of BV/TV was not statistically significant (<italic>P</italic> = 0.170 &gt; 0.05, r= 0.56) (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5E&#x2013;G</bold></xref>).</p>
</sec>
<sec id="s3_3_2">
<label>3.3.2</label>
<title>Histological evaluation of femoral bone via hematoxylin and eosin staining</title>
<p>Compared with the control group, the model group showed significantly reduced trabecular bone quantity, thinned trabecular morphology, widened and fragmented intertrabecular spaces, and disrupted trabecular networks. Conversely, the experimental and positive control groups showed increased trabecular bone quantity, thickened trabecular morphology, enhanced continuity, and partial restoration of the trabecular network compared with the model group. Notably, the experimental group showed markedly thickened trabecular morphology, while the positive control group showed improved trabecular quantity and more pronounced network restoration (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5H&#x2013;K</bold></xref>).</p>
</sec>
<sec id="s3_3_3">
<label>3.3.3</label>
<title>Heidihuang Pill affects the expression of advanced glycation end products/receptor for advanced glycation end products signaling pathway and hypoxia-inducible factor-1 signaling pathway proteins in bone tissue</title>
<p>The expression of the AGE-RAGE signaling pathway and HIF-1 signaling pathway proteins in bone tissue were examined to further validate the results of the network pharmacology KEGG analysis and investigate the potential mechanism by which HP improves OP. The results showed (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5L&#x2013;N</bold></xref>) that, compared to the NC-Group, the expression of HIF-1 signaling pathway proteins in the model group was significantly decreased (<italic>P</italic> = 0.028 &lt; 0.05, r=0.81), while the expression of AGE-RAGE signaling pathway proteins significantly increased (<italic>P</italic> = 0.000 &lt; 0.05, r=0.98). Compared with the model group, the expression of HIF-1 signaling pathway proteins in the experimental group increased (<italic>P</italic> = 0.005 &lt; 0.05, r=0.92), and the expression of AGE-RAGE signaling pathway proteins was significantly decreased (<italic>P</italic> = 0.028 &lt; 0.05, r=0.81); in the positive control group, the expression of HIF-1 signaling pathway proteins increased (<italic>P</italic> = 0.036 &lt; 0.05, r=0.98), and the expression of AGE-RAGE signaling pathway proteins was significantly decreased (<italic>P</italic> = 0.033 &lt; 0.05, r=0.79). The experimental group showed a more significant effect on upregulating the proteins of the HIF-1 signaling pathway and a more obvious effect on downregulating the expression of AGE-RAGE signaling pathway proteins. These results indicate that HP can activate the HIF-1 signaling pathway and inhibit the AGE-RAGE signaling pathway, which may be a potential mechanism for treating OP with HP.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The incidence of OP increases with age, making it a significant public health challenge (<xref ref-type="bibr" rid="B24">24</xref>). In clinical practice, the long-term use of Western medications for OP has been associated with an increased incidence of adverse effects over time (<xref ref-type="bibr" rid="B25">25</xref>), and abrupt discontinuation of these drugs can lead to a sharp decline in bone mineral density (<xref ref-type="bibr" rid="B26">26</xref>). Over thousands of years of clinical validation, TCM has shown remarkable effects in treating OP, characterized by high therapeutic effectiveness, minimal side effects, and reduced recurrence rates (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). HP, first documented in the ancient medical text Su Wen (The Yellow Emperor&#x2019;s Classic of Medicine), was used for centuries as a formula to strengthen the spleen and nourish the kidneys. It is also a potent remedy for improving OP. However, the specific mechanisms underlying the therapeutic effects of HP in OP remain unclear. Therefore, a comprehensive investigation of the HP&#x2019;s pharmacological mechanisms in treating OP, integrating network pharmacology, molecular docking, and experimental validation, is important for advancing OP management and therapeutic outcomes.</p>
<p>Network pharmacology was used to study the targets and mechanisms of action of HP in OP treatment. The results showed that the 30 active components of HP exerted therapeutic effects on OP by acting on 178 targets. PPI analysis was conducted on these 178 target proteins, which were ranked based on their DC. Among these, the degree value of the Akt1 ranked first; therefore, we believe that Akt1 is the core target of HP for treating OP. Akt1, also known as protein kinase B, is an important node in many signaling pathways and regulates various biological and pathological processes such as cell proliferation and energy metabolism (<xref ref-type="bibr" rid="B29">29</xref>). Previous studies have shown that induced Akt1 expression promotes the proliferation of mesenchymal stem cells and ultimately inhibits their apoptosis, thereby alleviating osteoporosis (<xref ref-type="bibr" rid="B30">30</xref>). Additionally, studies have reported that Akt1 is essential in the pathological process of OP: regulating Akt1 signaling can enhance the differentiation and function of osteoclasts and inhibit osteoclast formation by regulating key regulators of osteoclastogenesis, thus playing an important role in OP (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). Akt1 plays a key role in OP by participating in multiple signaling pathways.</p>
<p>Molecular docking is an effective method for showing interactions between small molecules and proteins. The interactions between the candidate active ingredients and key targets were further verified through molecular docking simulations, providing sufficient evidence for treating OP with HP. Molecular docking was conducted between the target Akt1 and five related active ingredients, and peoniflorin was found to have a stronger binding affinity with Akt1. Therefore, Peoniflorin is considered the main active ingredient of HP for treating OP. Peoniflorin is a monoterpene glycoside extracted from the Chinese herbal medicine Paeonia lactiflora. It shows various pharmacological effects, including antioxidant, immunomodulatory, anti-inflammatory, anticancer, antidepressant-like, and neuroprotective effects (<xref ref-type="bibr" rid="B34">34</xref>). Studies have shown that Peoniflorin reduces osteoclast formation by regulating the NF-&#x3ba;B signal and stimulates osteoblast formation through the Wnt/&#x3b2;-catenin pathway, indicating its potential bone-protective effect in osteolytic diseases (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Peoniflorin promotes AKT1 expression, which further exerts a therapeutic effect.</p>
<p>KEGG pathway enrichment analysis revealed that 178 target proteins were enriched in 20 pathways. Among these, the AGE-RAGE and HIF-1 signaling pathways ranked among the top and were associated with OP. Animal experiments were conducted to verify the mechanism of action of HP in OP treatment. The results showed that the number of trabecular bones in the osteoporotic rat model increased significantly, the continuity of trabecular bones improved, and indicators such as trabecular bone mineral density, bone volume fraction, and trabecular number of the rat femur increased significantly after HP intervention. Finally, by detecting the expression of HIF-1 and AGE/RAGE proteins in the bone tissue, we discovered that the expression of HIF-1 signaling protein in the bone tissue of model rats after HP intervention increased. However, the expression of the AGE/RAGE signaling protein decreased. This shows that HP can improve OP by regulating the AGE-RAGE signaling pathway and the HIF-1 signaling pathway.</p>
<p>AGEs are a group of destructive compounds formed gradually under hyperglycemic conditions and are widely present in the extracellular matrix. AGEs are components of the extracellular matrix and are intracellular proteins. Their interactions with certain proteins can impair protein function. Additionally, AGEs to RAGE binding is a classical pathogenic pathway that triggers various diseases, including OP (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). Elevated AGE levels suppress osteoblast proliferation and function by modulating autophagy via the AGE-RAGE pathway (<xref ref-type="bibr" rid="B39">39</xref>). Furthermore, increased AGE expression promotes osteoclastogenesis and impairs matrix mineralization (<xref ref-type="bibr" rid="B40">40</xref>), positioning AGEs as the &#x201c;missing link&#x201d; in explaining the heightened skeletal fragility associated with OP (<xref ref-type="bibr" rid="B41">41</xref>). Studies indicated that inhibiting AGE-RAGE signaling activation and mitigating its downstream effects can delay OP progression. For instance, Sun et&#xa0;al. showed that suppressing AGE-RAGE signaling alleviates bone loss and enhances bone microstructure by ameliorating bone marrow stromal cell dysfunction (<xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>HIF-1 is a key transcriptional regulator of cellular responses to hypoxia that includes HIF-1&#x3b1; and HIF-1&#x3b2; subunits. It interacts with hypoxia-response elements to regulate the expression of target genes (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). The HIF-1 signaling pathway, a complex regulatory network activated under hypoxic conditions, is critical for cell survival and adaptation to low-oxygen environments (<xref ref-type="bibr" rid="B45">45</xref>). It is important for energy metabolism and preventing skeletal metabolic disorders (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B46">46</xref>). Bone homeostasis, a central factor in OP, relies on the balance between osteoblasts and osteoclasts, both of which are oxygen-sensing cells (<xref ref-type="bibr" rid="B47">47</xref>). The activation of HIF-1 signaling promotes osteoblast differentiation (<xref ref-type="bibr" rid="B48">48</xref>) and reduces osteoclast activity (<xref ref-type="bibr" rid="B49">49</xref>), thereby mitigating bone microstructural deterioration and bone loss. Bone tissue is highly vascularized, with blood vessels supplying nutrients and oxygen essential for osteoblast survival and activity, highlighting the importance of the vasculature in skeletal development (<xref ref-type="bibr" rid="B50">50</xref>). HIF-1 is a key regulator of H-type vessel formation. When HIF-1 accumulates to sufficient levels, it induces H-type vessel angiogenesis, which recruits osteoprogenitor cells and promotes bone regeneration through the coupling of angiogenesis and osteogenesis (<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B52">52</xref>). Recent studies have highlighted that activating the HIF-1 pathway enhances H-type vessel formation and improves OP outcomes (<xref ref-type="bibr" rid="B53">53</xref>).</p>
<p>In conclusion, this is the first study to investigate the efficacy and mechanism of action of HP in treating OP by combining network pharmacology, molecular docking, and experimental animal validation. The results revealed the potential of HP in treating OP, providing a scientific basis and new research direction for TCM intervention in OP. Our study has some limitations. Network pharmacology and molecular docking rely on data and algorithms; owing to the constraints of databases and software, their results may vary from the actual outcomes. Additionally, limited by time and resources, all the predicted targets, pathways, and downstream mechanisms of these pathways could not be experimentally confirmed. This prevented us from completely elucidating the anti-OP mechanism of the HP. Additional experiments will be conducted to examine the potential molecular pathways underlying the anti-OP effects of HP in greater detail.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>This study is the first to systematically show that HP improves OP by acting on the Akt1 target through its main active component, paeoniflorin, and regulating the AGE-RAGE and HIF-1 signaling pathways, which deepens the pharmacological basis of HP in the treatment of OP from the perspective of multiple components, targets, and pathways, and also provides a mechanistic basis for the precise drug development of this compound. Future research should focus on improving the <italic>in vivo</italic> bioavailability of paeoniflorin, improving its dosage form, and conducting clinical verification of related signaling pathways to promote HP transformation into modern and standardized anti-OP drugs.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p></sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by The experimental Animal Ethics Committee of Shandong University of Traditional Chinese Medicine. The study was conducted in accordance with the local legislation and institutional requirements.</p></sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>ZT: Conceptualization, Data curation, Methodology, Validation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. KC: Data curation, Funding acquisition, Resources, Writing &#x2013; original draft. YT: Data curation, Methodology, Software, Writing &#x2013; original draft. YC: Data curation, Writing &#x2013; original draft. GL: Data curation, Writing &#x2013; original draft. FZ: Data curation, Writing &#x2013; original draft. YH: Funding acquisition, Investigation, Writing &#x2013; review &amp; editing. YL: Funding acquisition, Investigation, Writing &#x2013; review &amp; editing.</p></sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not 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="s12" 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="s13" 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/journals/endocrinology/articles/10.3389/fendo.2025.1664254/abstract#supplementary-material">https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2025.1664254/abstract#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.zip" id="SM1" mimetype="application/zip"/></sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Subarajan</surname> <given-names>P</given-names></name>
<name><surname>Arceo-Mendoza</surname> <given-names>RM</given-names></name>
<name><surname>Camacho</surname> <given-names>PM</given-names></name>
</person-group>. 
<article-title>Postmenopausal osteoporosis: A review of latest guidelines</article-title>. <source>Endocrinol Metab Clinics North America</source>. (<year>2024</year>) <volume>53</volume>:<fpage>497</fpage>&#x2013;<lpage>512</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ecl.2024.08.008</pub-id>, PMID: <pub-id pub-id-type="pmid">39448132</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<label>2</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Harris</surname> <given-names>K</given-names></name>
<name><surname>Zagar</surname> <given-names>CA</given-names></name>
<name><surname>Lawrence</surname> <given-names>KV</given-names></name>
</person-group>. 
<article-title>Osteoporosis: common questions and answers</article-title>. <source>Am Family physician</source>. (<year>2023</year>) <volume>107</volume>:<page-range>238&#x2013;46</page-range>.
</mixed-citation>
</ref>
<ref id="B3">
<label>3</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Morin</surname> <given-names>SN</given-names></name>
<name><surname>Leslie</surname> <given-names>WD</given-names></name>
<name><surname>Schousboe</surname> <given-names>JT</given-names></name>
</person-group>. 
<article-title>Osteoporosis: A review</article-title>. <source>Jama</source>. (<year>2025</year>) <volume>334</volume>:<fpage>894</fpage>&#x2013;<lpage>907</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/jama.2025.6003</pub-id>, PMID: <pub-id pub-id-type="pmid">40587168</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<label>4</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ramchand</surname> <given-names>SK</given-names></name>
<name><surname>Leder</surname> <given-names>BZ</given-names></name>
</person-group>. 
<article-title>Sequential therapy for the long-term treatment of postmenopausal osteoporosis</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2024</year>) <volume>109</volume>:<page-range>303&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1210/clinem/dgad496</pub-id>, PMID: <pub-id pub-id-type="pmid">37610985</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<label>5</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ayers</surname> <given-names>C</given-names></name>
<name><surname>Kansagara</surname> <given-names>D</given-names></name>
<name><surname>Lazur</surname> <given-names>B</given-names></name>
<name><surname>Fu</surname> <given-names>R</given-names></name>
<name><surname>Kwon</surname> <given-names>A</given-names></name>
<name><surname>Harrod</surname> <given-names>C</given-names></name>
</person-group>. 
<article-title>Effectiveness and safety of treatments to prevent fractures in people with low bone mass or primary osteoporosis: A living systematic review and network meta-analysis for the American College of Physicians</article-title>. <source>Ann Intern Med</source>. (<year>2023</year>) <volume>176</volume>:<page-range>182&#x2013;95</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7326/m22-0684</pub-id>, PMID: <pub-id pub-id-type="pmid">36592455</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<label>6</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Masurkar</surname> <given-names>PP</given-names></name>
<name><surname>Rege</surname> <given-names>S</given-names></name>
</person-group>. 
<article-title>Marginal health care expenditures and health-related quality of life burden in patients with osteoporosis in the United States</article-title>. <source>J Am Pharmacists Association: JAPhA</source>. (<year>2025</year>) <volume>65</volume>:<elocation-id>102315</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.japh.2024.102315</pub-id>, PMID: <pub-id pub-id-type="pmid">39706294</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<label>7</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Casado</surname> <given-names>E</given-names></name>
<name><surname>Rosas</surname> <given-names>J</given-names></name>
<name><surname>Rubio-Terr&#xe9;s</surname> <given-names>C</given-names></name>
<name><surname>Rubio-Rodr&#xed;guez</surname> <given-names>D</given-names></name>
<name><surname>Boolell</surname> <given-names>M</given-names></name>
<name><surname>Ar&#xed;stegui</surname> <given-names>I</given-names></name>
</person-group>. 
<article-title>Cost-effectiveness of weekly gastro-resistant risedronate 35 mg, compared with weekly alendronate 70 mg tablets, in the treatment of postmenopausal osteoporosis in Spain</article-title>. <source>J Comp effectiveness Res</source>. (<year>2023</year>) <volume>12</volume>:<fpage>e230115</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.57264/cer-2023-0115</pub-id>, PMID: <pub-id pub-id-type="pmid">37712635</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<label>8</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Tian</surname> <given-names>Z</given-names></name>
<name><surname>Li</surname> <given-names>Y</given-names></name>
<name><surname>Wang</surname> <given-names>X</given-names></name>
<name><surname>Cui</surname> <given-names>K</given-names></name>
<name><surname>Guo</surname> <given-names>J</given-names></name>
<name><surname>Wang</surname> <given-names>M</given-names></name>
<etal/>
</person-group>. 
<article-title>Exploring the mechanism of Astragali radix for promoting osteogenic differentiation based on network pharmacology, molecular docking, and experimental validation</article-title>. <source>Chem Biol Drug design</source>. (<year>2023</year>) <volume>102</volume>:<page-range>1489&#x2013;505</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/cbdd.14340</pub-id>, PMID: <pub-id pub-id-type="pmid">37690812</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<label>9</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cao</surname> <given-names>G</given-names></name>
<name><surname>Hu</surname> <given-names>S</given-names></name>
<name><surname>Ning</surname> <given-names>Y</given-names></name>
<name><surname>Dou</surname> <given-names>X</given-names></name>
<name><surname>Ding</surname> <given-names>C</given-names></name>
<name><surname>Wang</surname> <given-names>L</given-names></name>
<etal/>
</person-group>. 
<article-title>Traditional Chinese medicine in osteoporosis: from pathogenesis to potential activity</article-title>. <source>Front Pharmacol</source>. (<year>2024</year>) <volume>15</volume>:<elocation-id>1370900</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fphar.2024.1370900</pub-id>, PMID: <pub-id pub-id-type="pmid">38628648</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<label>10</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Luo</surname> <given-names>B</given-names></name>
<name><surname>Liang</surname> <given-names>Z</given-names></name>
<name><surname>Lin</surname> <given-names>W</given-names></name>
<name><surname>Li</surname> <given-names>Y</given-names></name>
<name><surname>Zhong</surname> <given-names>W</given-names></name>
<name><surname>Bai</surname> <given-names>D</given-names></name>
<etal/>
</person-group>. 
<article-title>Aqueous extract of Rehmanniae Radix Praeparata improves bone health in ovariectomized rats by modulating the miR-29a-3p/NFIA/Wnt signaling pathway axis</article-title>. <source>J ethnopharmacology</source>. (<year>2025</year>) <volume>344</volume>:<elocation-id>119549</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jep.2025.119549</pub-id>, PMID: <pub-id pub-id-type="pmid">40024453</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<label>11</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yu</surname> <given-names>Y</given-names></name>
<name><surname>Fu</surname> <given-names>D</given-names></name>
<name><surname>Zhou</surname> <given-names>H</given-names></name>
<name><surname>Su</surname> <given-names>J</given-names></name>
<name><surname>Chen</surname> <given-names>S</given-names></name>
<name><surname>Lv</surname> <given-names>G</given-names></name>
</person-group>. 
<article-title>Potential application of Atractylodes macrocephala Koidz. as a natural drug for bone mass regulation: A review</article-title>. <source>J ethnopharmacology</source>. (<year>2023</year>) <volume>315</volume>:<elocation-id>116718</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jep.2023.116718</pub-id>, PMID: <pub-id pub-id-type="pmid">37268258</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<label>12</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>H</given-names></name>
<name><surname>Cao</surname> <given-names>F</given-names></name>
<name><surname>Liu</surname> <given-names>D</given-names></name>
<name><surname>Tao</surname> <given-names>L</given-names></name>
</person-group>. 
<article-title>Zingerone treats postmenopausal osteoporosis via increased ferroptosis sensitivity by p53-mediated regulation of SAT1 and GPX4 expression</article-title>. <source>Commun Biol</source>. (<year>2025</year>) <volume>8</volume>:<fpage>1367</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s42003-025-08751-z</pub-id>, PMID: <pub-id pub-id-type="pmid">41006700</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<label>13</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Feng</surname> <given-names>L</given-names></name>
<name><surname>Ju</surname> <given-names>M</given-names></name>
<name><surname>Ma</surname> <given-names>C</given-names></name>
<name><surname>Li</surname> <given-names>K</given-names></name>
<name><surname>Cai</surname> <given-names>S</given-names></name>
</person-group>. 
<article-title>Immunomodulatory Acidic Polysaccharide from Jujube Fruit (Zizyphus jujuba Mill.): Insight into Their Chemical Characteristics and Modes of Action</article-title>. <source>J Agric Food Chem</source>. (<year>2025</year>) <volume>73</volume>:<page-range>450&#x2013;63</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/acs.jafc.4c06905</pub-id>, PMID: <pub-id pub-id-type="pmid">39704144</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<label>14</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yongwei</surname> <given-names>L</given-names></name>
<name><surname>Meixia</surname> <given-names>W</given-names></name>
<name><surname>Jing</surname> <given-names>F</given-names></name>
<name><surname>Weiguo</surname> <given-names>L</given-names></name>
<name><surname>Xiangbo</surname> <given-names>S</given-names></name>
</person-group>. 
<article-title>Effect and mechanism of Heidihuang Pills on renal osteopathy rats</article-title>. <source>Chin J Clin Pharmacol</source>. (<year>2021</year>) <volume>37</volume>:<page-range>2472&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.13699/j.cnki.1001-6821.2021.18.023</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<label>15</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>YY</given-names></name>
<name><surname>Tian</surname> <given-names>ZH</given-names></name>
<name><surname>Pan</surname> <given-names>GH</given-names></name>
<name><surname>Zhao</surname> <given-names>P</given-names></name>
<name><surname>Pan</surname> <given-names>DJ</given-names></name>
<name><surname>Zhang</surname> <given-names>JQ</given-names></name>
<etal/>
</person-group>. 
<article-title>Heidihuangwan alleviates renal fibrosis in rats with 5/6 nephrectomy by inhibiting autophagy</article-title>. <source>Front Pharmacol</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>977284</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fphar.2022.977284</pub-id>, PMID: <pub-id pub-id-type="pmid">36160409</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<label>16</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>YY</given-names></name>
<name><surname>Tian</surname> <given-names>ZH</given-names></name>
<name><surname>Su</surname> <given-names>SS</given-names></name>
<name><surname>Shi</surname> <given-names>JJ</given-names></name>
<name><surname>Zhou</surname> <given-names>C</given-names></name>
<name><surname>Zhang</surname> <given-names>LH</given-names></name>
<etal/>
</person-group>. 
<article-title>Anti-apoptotic effect of HeidihuangWan in renal tubular epithelial cells via PI3K/Akt/mTOR signaling pathway</article-title>. <source>J ethnopharmacology</source>. (<year>2023</year>) <volume>302</volume>:<elocation-id>115882</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jep.2022.115882</pub-id>, PMID: <pub-id pub-id-type="pmid">36341817</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<label>17</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ru</surname> <given-names>J</given-names></name>
<name><surname>Li</surname> <given-names>P</given-names></name>
<name><surname>Wang</surname> <given-names>J</given-names></name>
<name><surname>Zhou</surname> <given-names>W</given-names></name>
<name><surname>Li</surname> <given-names>B</given-names></name>
<name><surname>Huang</surname> <given-names>C</given-names></name>
<etal/>
</person-group>. 
<article-title>TCMSP: a database of systems pharmacology for drug discovery from herbal medicines</article-title>. <source>J cheminformatics</source>. (<year>2014</year>) <volume>6</volume>:<elocation-id>13</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1758-2946-6-13</pub-id>, PMID: <pub-id pub-id-type="pmid">24735618</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<label>18</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Xu</surname> <given-names>HY</given-names></name>
<name><surname>Zhang</surname> <given-names>YQ</given-names></name>
<name><surname>Liu</surname> <given-names>ZM</given-names></name>
<name><surname>Chen</surname> <given-names>T</given-names></name>
<name><surname>Lv</surname> <given-names>CY</given-names></name>
<name><surname>Tang</surname> <given-names>SH</given-names></name>
<etal/>
</person-group>. 
<article-title>ETCM: an encyclopaedia of traditional Chinese medicine</article-title>. <source>Nucleic Acids Res</source>. (<year>2019</year>) <volume>47</volume>:<page-range>D976&#x2013;d82</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gky987</pub-id>, PMID: <pub-id pub-id-type="pmid">30365030</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<label>19</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>Z</given-names></name>
<name><surname>Guo</surname> <given-names>F</given-names></name>
<name><surname>Wang</surname> <given-names>Y</given-names></name>
<name><surname>Li</surname> <given-names>C</given-names></name>
<name><surname>Zhang</surname> <given-names>X</given-names></name>
<name><surname>Li</surname> <given-names>H</given-names></name>
<etal/>
</person-group>. 
<article-title>BATMAN-TCM: a bioinformatics analysis tool for molecular mechANism of traditional Chinese medicine</article-title>. <source>Sci Rep</source>. (<year>2016</year>) <volume>6</volume>:<elocation-id>21146</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep21146</pub-id>, PMID: <pub-id pub-id-type="pmid">26879404</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<label>20</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Lauwereyns</surname> <given-names>J</given-names></name>
<name><surname>Bajramovic</surname> <given-names>J</given-names></name>
<name><surname>Bert</surname> <given-names>B</given-names></name>
<name><surname>Camenzind</surname> <given-names>S</given-names></name>
<name><surname>De Kock</surname> <given-names>J</given-names></name>
<name><surname>Elezovi&#x107;</surname> <given-names>A</given-names></name>
<etal/>
</person-group>. 
<article-title>Toward a common interpretation of the 3Rs principles in animal research</article-title>. <source>Lab animal</source>. (<year>2024</year>) <volume>53</volume>:<page-range>347&#x2013;50</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41684-024-01476-2</pub-id>, PMID: <pub-id pub-id-type="pmid">39548348</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<label>21</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yanchen</surname> <given-names>F</given-names></name>
<name><surname>Yali</surname> <given-names>L</given-names></name>
<name><surname>Xue</surname> <given-names>D</given-names></name>
<name><surname>Zixuan</surname> <given-names>L</given-names></name>
<name><surname>Yunke</surname> <given-names>Z</given-names></name>
<name><surname>Zhiying</surname> <given-names>C</given-names></name>
<etal/>
</person-group>. 
<article-title>Exploring the multicomponent synergy mechanism of Zuogui Wan on postmenopausal osteoporosis by a systems pharmacology strategy</article-title>. <source>J traditional Chin Med</source>. (<year>2024</year>) <volume>44</volume>:<page-range>489&#x2013;95</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.19852/j.cnki.jtcm.20231204.005</pub-id>, PMID: <pub-id pub-id-type="pmid">38767632</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<label>22</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cao</surname> <given-names>Y</given-names></name>
<name><surname>Yao</surname> <given-names>W</given-names></name>
<name><surname>Yang</surname> <given-names>T</given-names></name>
<name><surname>Yang</surname> <given-names>M</given-names></name>
<name><surname>Liu</surname> <given-names>Z</given-names></name>
<name><surname>Luo</surname> <given-names>H</given-names></name>
<etal/>
</person-group>. 
<article-title>Elucidating the mechanisms of Buyang Huanwu Decoction in treating chronic cerebral ischemia: A combined approach using network pharmacology, molecular docking, and <italic>in vivo</italic> validation</article-title>. <source>Phytomedicine</source>. (<year>2024</year>) <volume>132</volume>:<elocation-id>155820</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.phymed.2024.155820</pub-id>, PMID: <pub-id pub-id-type="pmid">39004032</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<label>23</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>T</given-names></name>
<name><surname>Wang</surname> <given-names>J</given-names></name>
<name><surname>Tong</surname> <given-names>Y</given-names></name>
<name><surname>Wu</surname> <given-names>L</given-names></name>
<name><surname>Xie</surname> <given-names>Y</given-names></name>
<name><surname>He</surname> <given-names>P</given-names></name>
<etal/>
</person-group>. 
<article-title>Integrating network pharmacology and animal experimental validation to investigate the action mechanism of oleanolic acid in obesity</article-title>. <source>J Trans Med</source>. (<year>2024</year>) <volume>22</volume>:<elocation-id>86</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12967-023-04840-x</pub-id>, PMID: <pub-id pub-id-type="pmid">38246999</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<label>24</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhang</surname> <given-names>JY</given-names></name>
<name><surname>Zhong</surname> <given-names>YH</given-names></name>
<name><surname>Chen</surname> <given-names>LM</given-names></name>
<name><surname>Zhuo</surname> <given-names>XL</given-names></name>
<name><surname>Zhao</surname> <given-names>LJ</given-names></name>
<name><surname>Wang</surname> <given-names>YT</given-names></name>
</person-group>. 
<article-title>Recent advance of small-molecule drugs for clinical treatment of osteoporosis: A review</article-title>. <source>Eur J medicinal Chem</source>. (<year>2023</year>) <volume>259</volume>:<elocation-id>115654</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ejmech.2023.115654</pub-id>, PMID: <pub-id pub-id-type="pmid">37467618</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<label>25</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Persson</surname> <given-names>R</given-names></name>
<name><surname>Hagberg</surname> <given-names>KW</given-names></name>
<name><surname>Pranschke</surname> <given-names>E</given-names></name>
<name><surname>Vasilakis-Scaramozza</surname> <given-names>C</given-names></name>
<name><surname>Jick</surname> <given-names>S</given-names></name>
</person-group>. 
<article-title>Treatment for osteoporosis and risk of osteonecrosis of the jaw among female patients in the United Kingdom Clinical Practice Research Datalink</article-title>. <source>Osteoporosis Int</source>. (<year>2025</year>) <volume>36</volume>:<fpage>47</fpage>&#x2013;<lpage>60</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00198-024-07262-7</pub-id>, PMID: <pub-id pub-id-type="pmid">39400702</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<label>26</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Tutaworn</surname> <given-names>T</given-names></name>
<name><surname>Nieves</surname> <given-names>JW</given-names></name>
<name><surname>Wang</surname> <given-names>Z</given-names></name>
<name><surname>Levin</surname> <given-names>JE</given-names></name>
<name><surname>Yoo</surname> <given-names>JE</given-names></name>
<name><surname>Lane</surname> <given-names>JM</given-names></name>
</person-group>. 
<article-title>Bone loss after denosumab discontinuation is prevented by alendronate and zoledronic acid but not risedronate: a retrospective study</article-title>. <source>Osteoporosis Int</source>. (<year>2023</year>) <volume>34</volume>:<page-range>573&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00198-022-06648-9</pub-id>, PMID: <pub-id pub-id-type="pmid">36602607</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<label>27</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhang</surname> <given-names>L</given-names></name>
<name><surname>Li</surname> <given-names>J</given-names></name>
<name><surname>Xie</surname> <given-names>R</given-names></name>
<name><surname>Zeng</surname> <given-names>L</given-names></name>
<name><surname>Chen</surname> <given-names>W</given-names></name>
<name><surname>Li</surname> <given-names>H</given-names></name>
</person-group>. 
<article-title>Osteoporosis guidelines on TCM drug therapies: a systematic quality evaluation and content analysis</article-title>. <source>Front endocrinology</source>. (<year>2023</year>) <volume>14</volume>:<elocation-id>1276631</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fendo.2023.1276631</pub-id>, PMID: <pub-id pub-id-type="pmid">38317713</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<label>28</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Jia</surname> <given-names>Y</given-names></name>
<name><surname>Sun</surname> <given-names>J</given-names></name>
<name><surname>Zhao</surname> <given-names>Y</given-names></name>
<name><surname>Tang</surname> <given-names>K</given-names></name>
<name><surname>Zhu</surname> <given-names>R</given-names></name>
<name><surname>Zhao</surname> <given-names>W</given-names></name>
<etal/>
</person-group>. 
<article-title>Chinese patent medicine for osteoporosis: a systematic review and meta-analysis</article-title>. <source>Bioengineered</source>. (<year>2022</year>) <volume>13</volume>:<page-range>5581&#x2013;97</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/21655979.2022.2038941</pub-id>, PMID: <pub-id pub-id-type="pmid">35184684</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<label>29</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>J</given-names></name>
<name><surname>Chen</surname> <given-names>W</given-names></name>
<name><surname>Li</surname> <given-names>Q</given-names></name>
<name><surname>Yang</surname> <given-names>R</given-names></name>
<name><surname>Lin</surname> <given-names>X</given-names></name>
<name><surname>Han</surname> <given-names>P</given-names></name>
<etal/>
</person-group>. 
<article-title>AKT1(E17K)-interacting lncRNA SVIL-AS1 promotes AKT1 oncogenic functions by preferentially blocking AKT1(E17K) dephosphorylation</article-title>. <source>Advanced Sci (Weinheim Baden-Wurttemberg Germany)</source>. (<year>2025</year>) <volume>12</volume>:<fpage>e2500919</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/advs.202500919</pub-id>, PMID: <pub-id pub-id-type="pmid">40135844</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<label>30</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>Y</given-names></name>
<name><surname>Liu</surname> <given-names>L</given-names></name>
<name><surname>Qu</surname> <given-names>Z</given-names></name>
<name><surname>Wang</surname> <given-names>D</given-names></name>
<name><surname>Huang</surname> <given-names>W</given-names></name>
<name><surname>Kong</surname> <given-names>L</given-names></name>
<etal/>
</person-group>. 
<article-title>Tanshinone ameliorates glucocorticoid-induced bone loss via activation of AKT1 signaling pathway</article-title>. <source>Front Cell Dev Biol</source>. (<year>2022</year>) <volume>10</volume>:<elocation-id>878433</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcell.2022.878433</pub-id>, PMID: <pub-id pub-id-type="pmid">35419360</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<label>31</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Mao</surname> <given-names>S</given-names></name>
<name><surname>Wang</surname> <given-names>Y</given-names></name>
<name><surname>Gu</surname> <given-names>M</given-names></name>
<name><surname>Liu</surname> <given-names>K</given-names></name>
<name><surname>Ma</surname> <given-names>J</given-names></name>
<name><surname>Miao</surname> <given-names>J</given-names></name>
<etal/>
</person-group>. 
<article-title>Study on differentially expressed genes and pattern recognition receptors in osteoporosis based on bioinformatics analysis</article-title>. <source>Sci Rep</source>. (<year>2025</year>) <volume>15</volume>:<fpage>31287</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-025-16891-9</pub-id>, PMID: <pub-id pub-id-type="pmid">40854963</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<label>32</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>Z</given-names></name>
<name><surname>Qi</surname> <given-names>G</given-names></name>
<name><surname>Li</surname> <given-names>Z</given-names></name>
<name><surname>Cui</surname> <given-names>X</given-names></name>
<name><surname>Guo</surname> <given-names>S</given-names></name>
<name><surname>Zhang</surname> <given-names>Y</given-names></name>
<etal/>
</person-group>. 
<article-title>Effects of urolithin A on osteoclast differentiation induced by receptor activator of nuclear factor-&#x3ba;B ligand via bone morphogenic protein 2</article-title>. <source>Bioengineered</source>. (<year>2022</year>) <volume>13</volume>:<page-range>5064&#x2013;78</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/21655979.2022.2036893</pub-id>, PMID: <pub-id pub-id-type="pmid">35164658</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<label>33</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>H</given-names></name>
<name><surname>Deng</surname> <given-names>W</given-names></name>
<name><surname>Yang</surname> <given-names>J</given-names></name>
<name><surname>Lin</surname> <given-names>Y</given-names></name>
<name><surname>Zhang</surname> <given-names>S</given-names></name>
<name><surname>Liang</surname> <given-names>Z</given-names></name>
<etal/>
</person-group>. 
<article-title>Corylifol A suppresses osteoclastogenesis and alleviates ovariectomy-induced bone loss via attenuating ROS production and impairing mitochondrial function</article-title>. <source>Biomedicine pharmacotherapy</source>. (<year>2024</year>) <volume>171</volume>:<elocation-id>116166</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biopha.2024.116166</pub-id>, PMID: <pub-id pub-id-type="pmid">38244329</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<label>34</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Lu</surname> <given-names>Y</given-names></name>
<name><surname>Yin</surname> <given-names>L</given-names></name>
<name><surname>Yang</surname> <given-names>W</given-names></name>
<name><surname>Wu</surname> <given-names>Z</given-names></name>
<name><surname>Niu</surname> <given-names>J</given-names></name>
</person-group>. 
<article-title>Antioxidant effects of Paeoniflorin and relevant molecular mechanisms as related to a variety of diseases: A review</article-title>. <source>Biomedicine pharmacotherapy</source>. (<year>2024</year>) <volume>176</volume>:<elocation-id>116772</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biopha.2024.116772</pub-id>, PMID: <pub-id pub-id-type="pmid">38810407</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<label>35</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>Y</given-names></name>
<name><surname>Zhu</surname> <given-names>Y</given-names></name>
<name><surname>Lu</surname> <given-names>S</given-names></name>
<name><surname>Hu</surname> <given-names>C</given-names></name>
<name><surname>Zhong</surname> <given-names>W</given-names></name>
<name><surname>Chai</surname> <given-names>Y</given-names></name>
</person-group>. 
<article-title>Beneficial effects of paeoniflorin on osteoporosis induced by high-carbohydrate, high-fat diet-associated hyperlipidemia <italic>in vivo</italic></article-title>. <source>Biochem Biophys Res Commun</source>. (<year>2018</year>) <volume>498</volume>:<page-range>981&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bbrc.2018.03.093</pub-id>, PMID: <pub-id pub-id-type="pmid">29550473</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<label>36</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Guo</surname> <given-names>W</given-names></name>
<name><surname>Yang</surname> <given-names>XG</given-names></name>
<name><surname>Shi</surname> <given-names>YL</given-names></name>
<name><surname>Wang</surname> <given-names>H</given-names></name>
</person-group>. 
<article-title>The effects and mechanism of paeoniflorin in promoting osteogenic differentiation of MC3T3-E1</article-title>. <source>J orthopaedic Surg Res</source>. (<year>2022</year>) <volume>17</volume>:<fpage>90</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13018-022-02965-1</pub-id>, PMID: <pub-id pub-id-type="pmid">35164817</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<label>37</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Twarda-Clapa</surname> <given-names>A</given-names></name>
<name><surname>Olczak</surname> <given-names>A</given-names></name>
<name><surname>Bia&#x142;kowska</surname> <given-names>AM</given-names></name>
<name><surname>Kozio&#x142;kiewicz</surname> <given-names>M</given-names></name>
</person-group>. 
<article-title>Advanced glycation end-products (AGEs): formation, chemistry, classification, receptors, and diseases related to AGEs</article-title>. <source>Cells</source>. (<year>2022</year>) <volume>11</volume>:<fpage>1312</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cells11081312</pub-id>, PMID: <pub-id pub-id-type="pmid">35455991</pub-id>
</mixed-citation>
</ref>
<ref id="B38">
<label>38</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>T</given-names></name>
<name><surname>Wang</surname> <given-names>Y</given-names></name>
<name><surname>Qian</surname> <given-names>B</given-names></name>
<name><surname>Li</surname> <given-names>P</given-names></name>
</person-group>. 
<article-title>Potential metabolic pathways involved in osteoporosis and evaluation of fracture risk in individuals with diabetes</article-title>. <source>BioMed Res Int</source>. (<year>2024</year>) <volume>2024</volume>:<elocation-id>6640796</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2024/6640796</pub-id>, PMID: <pub-id pub-id-type="pmid">38884020</pub-id>
</mixed-citation>
</ref>
<ref id="B39">
<label>39</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ge</surname> <given-names>W</given-names></name>
<name><surname>Jie</surname> <given-names>J</given-names></name>
<name><surname>Yao</surname> <given-names>J</given-names></name>
<name><surname>Li</surname> <given-names>W</given-names></name>
<name><surname>Cheng</surname> <given-names>Y</given-names></name>
<name><surname>Lu</surname> <given-names>W</given-names></name>
</person-group>. 
<article-title>Advanced glycation end products promote osteoporosis by inducing ferroptosis in osteoblasts</article-title>. <source>Mol Med Rep</source>. (<year>2022</year>) <volume>25</volume>:<fpage>140</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3892/mmr.2022.12656</pub-id>, PMID: <pub-id pub-id-type="pmid">35211757</pub-id>
</mixed-citation>
</ref>
<ref id="B40">
<label>40</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Franke</surname> <given-names>S</given-names></name>
<name><surname>Siggelkow</surname> <given-names>H</given-names></name>
<name><surname>Wolf</surname> <given-names>G</given-names></name>
<name><surname>Hein</surname> <given-names>G</given-names></name>
</person-group>. 
<article-title>Advanced glycation endproducts influence the mRNA expression of RAGE, RANKL and various osteoblastic genes in human osteoblasts</article-title>. <source>Arch Physiol Biochem</source>. (<year>2007</year>) <volume>113</volume>:<page-range>154&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/13813450701602523</pub-id>, PMID: <pub-id pub-id-type="pmid">17922311</pub-id>
</mixed-citation>
</ref>
<ref id="B41">
<label>41</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>B</given-names></name>
<name><surname>Vashishth</surname> <given-names>D</given-names></name>
</person-group>. 
<article-title>Advanced glycation and glycoxidation end products in bone</article-title>. <source>Bone</source>. (<year>2023</year>) <volume>176</volume>:<elocation-id>116880</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bone.2023.116880</pub-id>, PMID: <pub-id pub-id-type="pmid">37579812</pub-id>
</mixed-citation>
</ref>
<ref id="B42">
<label>42</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Sun</surname> <given-names>Y</given-names></name>
<name><surname>Zhu</surname> <given-names>Y</given-names></name>
<name><surname>Liu</surname> <given-names>X</given-names></name>
<name><surname>Chai</surname> <given-names>Y</given-names></name>
<name><surname>Xu</surname> <given-names>J</given-names></name>
</person-group>. 
<article-title>Morroniside attenuates high glucose-induced BMSC dysfunction by regulating the Glo1/AGE/RAGE axis</article-title>. <source>Cell proliferation</source>. (<year>2020</year>) <volume>53</volume>:<fpage>e12866</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/cpr.12866</pub-id>, PMID: <pub-id pub-id-type="pmid">32643284</pub-id>
</mixed-citation>
</ref>
<ref id="B43">
<label>43</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Chen</surname> <given-names>W</given-names></name>
<name><surname>Wu</surname> <given-names>P</given-names></name>
<name><surname>Yu</surname> <given-names>F</given-names></name>
<name><surname>Luo</surname> <given-names>G</given-names></name>
<name><surname>Qing</surname> <given-names>L</given-names></name>
<name><surname>Tang</surname> <given-names>J</given-names></name>
</person-group>. 
<article-title>HIF-1&#x3b1; Regulates bone homeostasis and angiogenesis, participating in the occurrence of bone metabolic diseases</article-title>. <source>Cells</source>. (<year>2022</year>) <volume>11</volume>:<fpage>3552</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cells11223552</pub-id>, PMID: <pub-id pub-id-type="pmid">36428981</pub-id>
</mixed-citation>
</ref>
<ref id="B44">
<label>44</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Heyman</surname> <given-names>SN</given-names></name>
<name><surname>Rosen</surname> <given-names>S</given-names></name>
<name><surname>Rosenberger</surname> <given-names>C</given-names></name>
</person-group>. 
<article-title>Hypoxia-inducible factors and the prevention of acute organ injury</article-title>. <source>Crit Care (London England)</source>. (<year>2011</year>) <volume>15</volume>:<fpage>209</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/cc9991</pub-id>, PMID: <pub-id pub-id-type="pmid">21457510</pub-id>
</mixed-citation>
</ref>
<ref id="B45">
<label>45</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zarin</surname> <given-names>B</given-names></name>
<name><surname>Nedaeinia</surname> <given-names>R</given-names></name>
<name><surname>Laher</surname> <given-names>I</given-names></name>
<name><surname>Manian</surname> <given-names>M</given-names></name>
<name><surname>Javanmard</surname> <given-names>SH</given-names></name>
</person-group>. 
<article-title>The effects of ALK5 inhibition and simultaneous inhibition or activation of HIF-1&#x3b1; in melanoma tumor growth and angiogenesis</article-title>. <source>Tumour Biol</source>. (<year>2023</year>) <volume>45</volume>:<page-range>111&#x2013;26</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3233/tub-220020</pub-id>, PMID: <pub-id pub-id-type="pmid">37927290</pub-id>
</mixed-citation>
</ref>
<ref id="B46">
<label>46</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Lee</surname> <given-names>SY</given-names></name>
<name><surname>Kim</surname> <given-names>SJ</given-names></name>
<name><surname>Park</surname> <given-names>KH</given-names></name>
<name><surname>Lee</surname> <given-names>G</given-names></name>
<name><surname>Oh</surname> <given-names>Y</given-names></name>
<name><surname>Ryu</surname> <given-names>JH</given-names></name>
<etal/>
</person-group>. 
<article-title>Differential but complementary roles of HIF-1&#x3b1; and HIF-2&#x3b1; in the regulation of bone homeostasis</article-title>. <source>Commun Biol</source>. (<year>2024</year>) <volume>7</volume>:<fpage>892</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s42003-024-06581-z</pub-id>, PMID: <pub-id pub-id-type="pmid">39039245</pub-id>
</mixed-citation>
</ref>
<ref id="B47">
<label>47</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bie</surname> <given-names>M</given-names></name>
<name><surname>Tang</surname> <given-names>Y</given-names></name>
<name><surname>Xia</surname> <given-names>Y</given-names></name>
<name><surname>Zhang</surname> <given-names>Q</given-names></name>
<name><surname>Tian</surname> <given-names>Y</given-names></name>
<name><surname>Cheng</surname> <given-names>C</given-names></name>
<etal/>
</person-group>. 
<article-title>HIF-1&#x3b1; mediates osteoclast-induced disuse osteoporosis via cytoophidia in the femur of mice</article-title>. <source>Bone</source>. (<year>2023</year>) <volume>168</volume>:<elocation-id>116648</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bone.2022.116648</pub-id>, PMID: <pub-id pub-id-type="pmid">36563716</pub-id>
</mixed-citation>
</ref>
<ref id="B48">
<label>48</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>L</given-names></name>
<name><surname>Li</surname> <given-names>A</given-names></name>
<name><surname>Zhu</surname> <given-names>L</given-names></name>
<name><surname>Gan</surname> <given-names>L</given-names></name>
<name><surname>Zuo</surname> <given-names>L</given-names></name>
</person-group>. 
<article-title>Roxadustat promotes osteoblast differentiation and prevents estrogen deficiency-induced bone loss by stabilizing HIF-1&#x3b1; and activating the Wnt/&#x3b2;-catenin signaling pathway</article-title>. <source>J orthopaedic Surg Res</source>. (<year>2022</year>) <volume>17</volume>:<fpage>286</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13018-022-03162-w</pub-id>, PMID: <pub-id pub-id-type="pmid">35597989</pub-id>
</mixed-citation>
</ref>
<ref id="B49">
<label>49</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhang</surname> <given-names>L</given-names></name>
<name><surname>Yin</surname> <given-names>Y</given-names></name>
<name><surname>Guo</surname> <given-names>J</given-names></name>
<name><surname>Jin</surname> <given-names>L</given-names></name>
<name><surname>Hou</surname> <given-names>Z</given-names></name>
</person-group>. 
<article-title>Chronic intermittent hypobaric hypoxia ameliorates osteoporosis after spinal cord injury through balancing osteoblast and osteoclast activities in rats</article-title>. <source>Front endocrinology</source>. (<year>2023</year>) <volume>14</volume>:<elocation-id>1035186</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fendo.2023.1035186</pub-id>, PMID: <pub-id pub-id-type="pmid">37229453</pub-id>
</mixed-citation>
</ref>
<ref id="B50">
<label>50</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Shao</surname> <given-names>J</given-names></name>
<name><surname>Liu</surname> <given-names>S</given-names></name>
<name><surname>Zhang</surname> <given-names>M</given-names></name>
<name><surname>Chen</surname> <given-names>S</given-names></name>
<name><surname>Gan</surname> <given-names>S</given-names></name>
<name><surname>Chen</surname> <given-names>C</given-names></name>
<etal/>
</person-group>. 
<article-title>A dual role of HIF1&#x3b1; in regulating osteogenesis-angiogenesis coupling</article-title>. <source>Stem Cell Res Ther</source>. (<year>2022</year>) <volume>13</volume>:<fpage>59</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13287-022-02742-1</pub-id>, PMID: <pub-id pub-id-type="pmid">35123567</pub-id>
</mixed-citation>
</ref>
<ref id="B51">
<label>51</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Tao</surname> <given-names>J</given-names></name>
<name><surname>Miao</surname> <given-names>R</given-names></name>
<name><surname>Liu</surname> <given-names>G</given-names></name>
<name><surname>Qiu</surname> <given-names>X</given-names></name>
<name><surname>Yang</surname> <given-names>B</given-names></name>
<name><surname>Tan</surname> <given-names>X</given-names></name>
<etal/>
</person-group>. 
<article-title>Spatiotemporal correlation between HIF-1&#x3b1; and bone regeneration</article-title>. <source>FASEB J</source>. (<year>2022</year>) <volume>36</volume>:<fpage>e22520</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1096/fj.202200329RR</pub-id>, PMID: <pub-id pub-id-type="pmid">36065633</pub-id>
</mixed-citation>
</ref>
<ref id="B52">
<label>52</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>You</surname> <given-names>J</given-names></name>
<name><surname>Liu</surname> <given-names>M</given-names></name>
<name><surname>Li</surname> <given-names>M</given-names></name>
<name><surname>Zhai</surname> <given-names>S</given-names></name>
<name><surname>Quni</surname> <given-names>S</given-names></name>
<name><surname>Zhang</surname> <given-names>L</given-names></name>
<etal/>
</person-group>. 
<article-title>The role of HIF-1&#x3b1; in bone regeneration: A new direction and challenge in bone tissue engineering</article-title>. <source>Int J Mol Sci</source>. (<year>2023</year>) <volume>24</volume>:<fpage>8029</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms24098029</pub-id>, PMID: <pub-id pub-id-type="pmid">37175732</pub-id>
</mixed-citation>
</ref>
<ref id="B53">
<label>53</label>
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yin</surname> <given-names>H</given-names></name>
<name><surname>Ruan</surname> <given-names>Z</given-names></name>
<name><surname>Wan</surname> <given-names>TF</given-names></name>
<name><surname>Lin</surname> <given-names>ZR</given-names></name>
<name><surname>Chen</surname> <given-names>CY</given-names></name>
<name><surname>Wang</surname> <given-names>ZX</given-names></name>
<etal/>
</person-group>. 
<article-title>Metformin ameliorates osteoporosis by enhancing bone angiogenesis via the YAP1/TAZ-HIF1&#x3b1; axis</article-title>. <source>Mol Med (Cambridge Mass)</source>. (<year>2025</year>) <volume>31</volume>:<fpage>122</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s10020-025-01169-7</pub-id>, PMID: <pub-id pub-id-type="pmid">40159493</pub-id>
</mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2724089">Abdellah El Maghraoui</ext-link>, Mohammed V University, Morocco</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1148132">Ahmed A. Al-Karmalawy</ext-link>, University of Mashreq, Iraq</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1803804">Tomislav Tosti</ext-link>, University of Belgrade, Serbia</p></fn>
</fn-group>
<fn-group>
<fn fn-type="abbr" id="abbrev1">
<label>Abbreviations:</label>
<p>OP, Osteoporosis; TCM, Traditional Chinese medicine; HP, Heidihuang Pill; BMD, Bone mineral density; BV/TV, Bone volume fraction; OB, Oral bioavail-ability; DL, Drug similarity; PPI, Protein-protein interaction; GO, Gene ontology; KEGG, Kyoto encyclopedia of genes and genomes; DS, Discovery Studio; SD, Sprague-Dawley; CT, Computed Tomography; Tb.N, Trabecular number; HE, Hematoxylin and eosin; DC, Degree of centrality; AGE-RAGE, Advanced Glycation End products/Receptor for Advanced Glycation End products; Akt1, RAC-alpha serine/threonine-protein kinase.</p>
</fn>
</fn-group>
</back>
</article>