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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1628602</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2025.1628602</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Progress in the application of epimedium and its major bioactive components in the treatment of orthopedic diseases</article-title>
<alt-title alt-title-type="left-running-head">Tong et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1628602">10.3389/fphar.2025.1628602</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tong</surname>
<given-names>Dan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3066025/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Long</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jiang</surname>
<given-names>Zeyi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2984525/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Ye</surname>
<given-names>Xuxia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Mengjie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ye</surname>
<given-names>Angzhi</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Jian</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Clinical Laboratory, Affiliated Hospital of Shaoxing University</institution>, <addr-line>Shaoxing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Medical Technology and Information Engineering</institution>, <institution>Zhejiang Chinese Medical University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Clinical Laboratory, Traditional Chinese Medical Hospital of Zhuji</institution>, <addr-line>Zhuji</addr-line>, <addr-line>Zhejiang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/811628/overview">Xiaofeng Zhu</ext-link>, Jinan University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1684858/overview">Bo Shuai</ext-link>, Huazhong University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2416079/overview">Eiba Eltay</ext-link>, Harvard University, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jian Xu, <email>20061036@zcmu.edu.cn</email>; Angzhi Ye, <email>yeangzhi@126.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1628602</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>23</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Tong, Chen, Jiang, Ye, Ma, Ye and Xu.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Tong, Chen, Jiang, Ye, Ma, Ye and Xu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Epimedium brevicornu (Yin Yang Huo), a widely used traditional Chinese medicinal ingredient, has garnered significant attention for its role in treating orthopedic diseases such as osteoporosis. Our work through network pharmacology and bioinformatics analysis, we identified that out of 27 major active components in Epimedium brevicornu, 8 key components have therapeutic effects on 11 types of diseases related to orthopedic conditions. The disease-target association analysis indicated that Osteoarthritis, Osteoporosis, Muscle Spasm and Myopathy have relatively clear targets for disease treatment. The KEGG enrichment analysis results indicate that the signaling pathway of Epimedium treatment in Osteoarthritis may be closely related to the Lipid and atherosclerosis pathway, PPAR signaling pathway and Arachidonic acid metabolism. Epimedium may treat osteoporosis with Nitrogen metabolism, GABAergic synapse, and Pathways in cancer. Epimedium may affect muscle spasticity through Neuroactive ligand-receptor interaction, Serotonergic synapse and Cholinergic synapse closely related to nervous system function; Additionally, our analysis suggests that Epimedium may treat myopathy through Nitrogen metabolism and GABAergic synapse pathways. These studies have not only provided a molecular mechanism-based explanation for the pharmacological effects of Epimedium, but also laid a theoretical foundation for the development of Epimedium-based precision therapeutic regimens.</p>
</abstract>
<kwd-group>
<kwd>epimedium</kwd>
<kwd>orthopedic diseases</kwd>
<kwd>target</kwd>
<kwd>enrichment analysis</kwd>
<kwd>pathway</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Experimental Pharmacology and Drug Discovery</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Epimedium brevicornu (<xref ref-type="fig" rid="F1">Figure 1</xref>), is a genus of about 52 species in the family Berberidaceae, about 80% of which are endemic to China (<xref ref-type="bibr" rid="B17">Chen et al., 2015</xref>). According to the Chinese Pharmacopoeia (2020 edition), it includes the dry leaves of Epimedium brevicornu Maxim, Epimedium sagittatum (Sieb. et Zucc.) Maxim, Epimedium pubescens Maxim and Epimedium koreanum Nakai. The four species of Epimedium recorded in the Chinese Pharmacopoeia have similar pharmacological effects but differ in their geographical distribution. According to The Encyclopedia of Traditional Chinese Medicine (ETCM), the wild distribution of Epimedium in China is primarily concentrated in the central region (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Image of Epimedium brevicornu (Photo source: China Digital Herbarium, CVH).</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g001.tif">
<alt-text content-type="machine-generated">Pressed botanical specimen of Epimedium sagittatum with several dark green leaves on thin stems, displayed on a white sheet. A ruler for scale and labels with collection details and Chinese text are included.</alt-text>
</graphic>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The wild distribution of Epimedium shown in the, ETCM database in China.</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g002.tif">
<alt-text content-type="machine-generated">Map of China highlighting the provinces of Qinghai, Gansu, Shanxi, Henan, Sichuan, and Hubei in blue. Major cities such as Beijing, Chengdu, and Wuhan are marked. The map includes a legend indicating capitals and province boundaries. There is an inset map showing the southern islands and nearby regions.</alt-text>
</graphic>
</fig>
<p>Epimedium was first recorded in Shen Nong Ben Cao Jing (Han Dynasty of China), and has been utilized for treating diseases for approximately 2000 years. It is characterized by its warm nature and bitter taste, and is associated with the liver and kidney meridians. According to the Yet another Traditional Chinese Medicine (YaTCM) database, Epimedium has the effects of reinforcing the kidney yang, strengthening the tendons and bones, and relieving rheumatic conditions, so it is used to treat impotence, seminal emission, weakness of the limbs, rheumatoid arthralgia with numbness and muscle contracture, and climacteric hypertension. In both China and Japan, Epimedium is widely used, either alone or in formulations, for the treatment of orthopedic diseases (<xref ref-type="bibr" rid="B116">Xie et al., 2005</xref>; <xref ref-type="bibr" rid="B106">Wang L. et al., 2016</xref>).</p>
<p>Recent studies have revealed that the pharmacological effects of Epimedium have transcended its traditional orthopedic applications and regional usage limitations. Its active component icariin has been demonstrated to exert multi-system regulatory effects: In Reproductive System, by inhibiting the NLRP3 inflammasome, icariin significantly ameliorates pyroptosis of Leydig cells and insulin resistance in obese mice, thereby alleviating spermatogenic dysfunction (<xref ref-type="bibr" rid="B110">Wei et al., 2025</xref>). In Nervous System, through upregulating the HRD1-mediated ubiquitination pathway, it promotes A&#x3b2;PP degradation, consequently improving cognitive function in APP/PS1 mice (<xref ref-type="bibr" rid="B16">Chen et al., 2025</xref>). In Musculoskeletal System, through synergistic downregulation of inflammatory factors IL-1&#x3b2;, IL-6, TNF-&#x3b1;, and MMP-9, icariin induces apoptosis of fibroblast-like synoviocytes in rheumatoid arthritis while suppressing their invasive metastasis, demonstrating remarkable anti-arthritic activity (<xref ref-type="bibr" rid="B23">Ding et al., 2025</xref>). These advancements not only expand the clinical potential of Epimedium but also provide valuable insights for global drug development.</p>
</sec>
<sec id="s2">
<title>2 The main biological components and chemical structures of epimedium</title>
<p>The plant chemistry research of Epimedium genus began in 1935 (<xref ref-type="bibr" rid="B2">Akai, 1935</xref>). The researchers have detected more than 260 components from Epimedium, including 141 flavonoids, 31 lignins, and many other types of compounds (<xref ref-type="bibr" rid="B71">Ma et al., 2011</xref>). As the main organ of plants, leaves have effects on plant development and biomass, and are the main medicinal site in traditional Epimedium herbs (<xref ref-type="bibr" rid="B123">Yu et al., 2023</xref>). Some scholars believe that flavonoids in Epimedium leaves are the most important and significant active ingredients in Epimedium (<xref ref-type="bibr" rid="B113">Wu et al., 2003</xref>; <xref ref-type="bibr" rid="B85">Pei and Guo, 2007</xref>). According to the Integrative Pharmacology-based Research Platform of Traditional Chinese Medicine (TCMIP) database, Epimedium contains 27 main biological components, whose chemical structures and molecular formulas are listed in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Main biological components and chemical structures of Epimedium.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Chemical component</th>
<th align="left">Chemical structure</th>
<th align="left">Molecular formula</th>
<th align="left">Chemical component</th>
<th align="left">Chemical structure</th>
<th align="left">Molecular formula</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Cetylic Acid, Hexadecanoic Acid, Palmitic Acid</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx1.tif"/>
</td>
<td align="left">C16H32O2</td>
<td align="left">Anhydroicaritin-3-O-&#xce;&#x2018;-L-Rhamnosyl-7-O-&#xce;&#x2019;-D-Glucopyranoside</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx2.tif"/>
</td>
<td align="left">C33H40O15</td>
</tr>
<tr>
<td align="left">Linolenic Acid</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx3.tif"/>
</td>
<td align="left">C18H30O2</td>
<td align="left">Baohuoside Ii</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx4.tif"/>
</td>
<td align="left">C26H28O10</td>
</tr>
<tr>
<td align="left">Octadecanoic Acid, Stearic Acid</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx5.tif"/>
</td>
<td align="left">C18H36O2</td>
<td align="left">Hyperin, Hyperoside,Hyperoside,Quercetin-3-O-Galactoside</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx6.tif"/>
</td>
<td align="left">C21H20O12</td>
</tr>
<tr>
<td align="left">Magnoflorine</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx7.tif"/>
</td>
<td align="left">C20H24NO4</td>
<td align="left">Bilobanol</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx8.tif"/>
</td>
<td align="left">C15H22O2</td>
</tr>
<tr>
<td align="left">Kaempferitrin</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx9.tif"/>
</td>
<td align="left">C27H30O14</td>
<td align="left">Breviflavone B</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx10.tif"/>
</td>
<td align="left">C25H26O7</td>
</tr>
<tr>
<td align="left">Hentriacontane</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx11.tif"/>
</td>
<td align="left">C31H64</td>
<td align="left">Des-O-Methylicariin</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx12.tif"/>
</td>
<td align="left">C32H38O15</td>
</tr>
<tr>
<td align="left">Diphylloside A</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx13.tif"/>
</td>
<td align="left">C38H48O20</td>
<td align="left">Neoicariin</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx14.tif"/>
</td>
<td align="left">C27H30O11</td>
</tr>
<tr>
<td align="left">Epimedin A</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx15.tif"/>
</td>
<td align="left">C39H50O20</td>
<td align="left">Wushanicariin</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx16.tif"/>
</td>
<td align="left">C27H30O11</td>
</tr>
<tr>
<td align="left">Epimedin B</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx17.tif"/>
</td>
<td align="left">C38H48O19</td>
<td align="left">Yinyanghuo A</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx18.tif"/>
</td>
<td align="left">C25H24O6</td>
</tr>
<tr>
<td align="left">Epimedin C</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx19.tif"/>
</td>
<td align="left">C39H50O19</td>
<td align="left">Yinyanghuo B</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx20.tif"/>
</td>
<td align="left">C25H26O6</td>
</tr>
<tr>
<td align="left">Epimedokoreanoside I</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx21.tif"/>
</td>
<td align="left">C44H56O22</td>
<td align="left">Yinyanghuo C</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx22.tif"/>
</td>
<td align="left">C20H16O5</td>
</tr>
<tr>
<td align="left">Epimedokoreanoside Ii</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx23.tif"/>
</td>
<td align="left">C36H44O16</td>
<td align="left">Yinyanghuo D</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx24.tif"/>
</td>
<td align="left">C20H18O5</td>
</tr>
<tr>
<td align="left">Epimedoside C</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx25.tif"/>
</td>
<td align="left">C26H28O11</td>
<td align="left">Yinyanghuo E</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx26.tif"/>
</td>
<td align="left">C20H16O6</td>
</tr>
<tr>
<td align="left">Ikarisoside F</td>
<td align="left">
<inline-graphic xlink:href="fphar-16-1628602-fx27.tif"/>
</td>
<td align="left">C31H36O14</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>In this study, we first retrieved and extracted the main active components of Epimedium and their potential therapeutic effects on bone-related diseases from the TCMIP database (v2.0). Subsequently, using the disease-target association analysis module built into the database, disease-related keywords were employed to screen potential therapeutic targets associated with these conditions. Through network pharmacology, a comprehensive analysis was conducted to explore the potential pharmacological mechanisms and pathways by which Epimedium regulates bone/muscle metabolism, repair, and related diseases.</p>
</sec>
<sec id="s3">
<title>3 The role of the main bioactive substances of epimedium in orthopedic diseases</title>
<p>Epimedium encompasses a diverse array of chemical substances, primarily including Fatty Acids, Flavonoid Glycosides, Alkaloids, Terpenoids and their derivatives, Alkanes, and Other Glycosides. These chemical entities exert various biological functions, and the bioactive functions of each category are detailed in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Classification and main functions of chemical substances in Epimedium.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Category</th>
<th align="left">Representative compounds</th>
<th align="left">Primary functions</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Fatty Acids</td>
<td align="left">Palmitic Acid</td>
<td align="left">Energy storage, cell membrane structure (<xref ref-type="bibr" rid="B126">Zahradka et al., 2017</xref>; <xref ref-type="bibr" rid="B44">Jaureguiberry et al., 2014</xref>; <xref ref-type="bibr" rid="B131">Zhao et al., 2023</xref>; <xref ref-type="bibr" rid="B8">Balla et al., 2019</xref>)</td>
</tr>
<tr>
<td align="left">Flavonoid Glycosides</td>
<td align="left">Epimedin A/B/C</td>
<td align="left">Antioxidant, hormone regulation, anti-osteoporosis (<xref ref-type="bibr" rid="B115">Wu et al., 2012</xref>; <xref ref-type="bibr" rid="B11">Buranasudja et al., 2022</xref>; <xref ref-type="bibr" rid="B124">Yuan et al., 2023</xref>; <xref ref-type="bibr" rid="B5">Ammar et al., 2016</xref>; <xref ref-type="bibr" rid="B77">Menghini et al., 2016</xref>)</td>
</tr>
<tr>
<td align="left">Alkaloids</td>
<td align="left">Magnoflorine</td>
<td align="left">Anti-inflammatory, neuroprotection (<xref ref-type="bibr" rid="B49">Kushida et al., 2021</xref>; <xref ref-type="bibr" rid="B87">Qu et al., 2013</xref>; <xref ref-type="bibr" rid="B69">Luo et al., 2024</xref>; <xref ref-type="bibr" rid="B51">Lee et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Geetha and Ramachandran, 2021</xref>)</td>
</tr>
<tr>
<td align="left">Alkanes</td>
<td align="left">Hentriacontane</td>
<td align="left">Plant cuticle protection (<xref ref-type="bibr" rid="B114">Wu et al., 2019</xref>)</td>
</tr>
<tr>
<td align="left">Terpenoids</td>
<td align="left">Bilobanol</td>
<td align="left">Anti-inflammatory or neuroactive (<xref ref-type="bibr" rid="B29">Ge et al., 2022</xref>; <xref ref-type="bibr" rid="B118">Xu et al., 2024</xref>; <xref ref-type="bibr" rid="B46">Kabir et al., 2021</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Extensive studies have demonstrated that the characteristic flavonoid glycosides Epimedin A/B/C from Epimedium can be metabolically converted into icariin (also a flavonoid glycoside) both <italic>in vivo</italic> and <italic>in vitro</italic> (<xref ref-type="bibr" rid="B96">Su et al., 2023</xref>; <xref ref-type="bibr" rid="B134">Zhou et al., 2015</xref>). Icariin promotes osteogenesis through multiple molecular mechanisms:By activating the Wnt/-catenin signaling pathway, it enhances osteoblast proliferation and differentiation, thereby increasing bone density and improving skeletal function (<xref ref-type="bibr" rid="B109">Wei Q. et al., 2016</xref>). Meanwhile, it promotes bone formation by stimulating the bone morphogenetic protein (BMP) signaling pathway (<xref ref-type="bibr" rid="B58">Liang et al., 2012</xref>). Furthermore, existing evidence indicates that icariin can also suppress osteoclast differentiation by inhibiting the RANKL/NF-&#x3ba;B signaling cascade, thereby reducing bone resorption and preventing bone loss (<xref ref-type="bibr" rid="B47">Kim et al., 2018</xref>).</p>
<p>Research has found that the use of alkaloid Magnoflorine in Epimedium can significantly reduce joint swelling and bone erosion. This may be related to its ability to inhibit the production of inflammatory factors and reduce oxidative stress (<xref ref-type="bibr" rid="B63">Liu et al., 2020</xref>). Moreover, Magnoflorine may also protect the joints and bones by regulating immune responses and inhibiting osteoblast hyperactivation (<xref ref-type="bibr" rid="B73">Maeda et al., 2022</xref>). Further research indicates that Magnoflorine likely exerts its anti-inflammatory effects by influencing the nuclear factor kappa B(NF-&#x3ba;B) signaling pathway. NF-&#x3ba;B is a transcription factor that plays a crucial role in inflammatory responses, and its activation is closely associated with inflammation and bone destruction in rheumatoid arthritis (RA) (<xref ref-type="bibr" rid="B80">Moqbel et al., 2020</xref>). By inhibiting the activation of NF - &#x3ba;B, Magnoflorine can reduce the release of inflammatory factors, thereby alleviating joint inflammation and bone loss.</p>
<p>Bilobanol is a natural compound and some scholars have suggested that it may inhibit osteoclast activity by regulating the OPG/RANKL ratio. Hyperactivation of osteoclasts is one of the main causes of bone loss diseases such as osteoporosis. Osteoprotegerin (OPG) and Receptor activator of nuclear factor-&#x3ba;B ligand (RANKL) play crucial roles in the formation and activation of osteoclasts. Research has shown that increasing the expression of OPG or reducing the expression of RANKL can effectively inhibit osteoclast differentiation and function, thereby reducing bone resorption (<xref ref-type="bibr" rid="B43">Iolasc et al., 2011</xref>; <xref ref-type="bibr" rid="B97">Sun et al., 2016</xref>; <xref ref-type="bibr" rid="B91">Shao et al., 2019</xref>). Research has also found that in osteoblasts, fatty acid metabolism and storage are essential for the bone formation process. Osteoblasts can release endogenous fatty acids from lipid droplets through lipolysis to support the cellular bioenergy state and bone formation (<xref ref-type="bibr" rid="B81">Nandy et al., 2023</xref>).</p>
<p>In summary, the various components contained in Epimedium may exhibit a comprehensive effect of promoting bone formation, inhibiting bone resorption, and providing anti-inflammatory and analgesic effects through multi-target and multi-pathway synergistic actions.</p>
<p>The research group utilized the TCMIP database to screen the identified chemical components in Epimedium and their potential therapeutic effects on orthopedic diseases, further verifying the correlation between Epimedium and orthopedic diseases. Analysis revealed that Epimedium may have therapeutic potential for 11 types of orthopedic conditions, including Osteoarthritis (OA), Osteoporosis, Abnormality of the Musculature, Bone Cyst, Skeletal Muscle Atrophy, Muscle Spasm, Myopathy, Bone Pain, Osteomyelitis, Osteochondrosis, and Limb Muscle Weakness (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Major active components isolated from Epimedium and their potential therapeutic effects on Orthopedic Diseases.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Ingredient Name</th>
<th align="left">Potential Treatable skeletal disorders</th>
<th align="left">Ingredient Name</th>
<th align="left">Potential Treatable skeletal disorders</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=258">Cetylic Acid, Hexadecanoic Acid, Palmitic Acid</ext-link>
</td>
<td align="left">Osteoarthritis (<xref ref-type="bibr" rid="B90">Sekar et al., 2020</xref>; <xref ref-type="bibr" rid="B133">Zhou et al., 2013</xref>)</td>
<td rowspan="4" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=1551">Hyperin, Hyperoside,Hyperoside,Quercetin-3-O-Galactoside</ext-link>
</td>
<td align="left">Skeletal Muscle Atrophy</td>
</tr>
<tr>
<td align="left">Osteoporosis (<xref ref-type="bibr" rid="B26">Fillmore et al., 2015</xref>)</td>
<td align="left">Osteomyelitis (<xref ref-type="bibr" rid="B39">Huang et al., 2021</xref>)</td>
</tr>
<tr>
<td align="left">Abnormality Of The Musculature (<xref ref-type="bibr" rid="B50">Laurentius et al., 2019</xref>)</td>
<td align="left">Osteoporosis (<xref ref-type="bibr" rid="B53">Li et al., 2019a</xref>; <xref ref-type="bibr" rid="B56">Li et al., 2020</xref>; <xref ref-type="bibr" rid="B128">Zhang et al., 2014a</xref>)</td>
</tr>
<tr>
<td align="left">Bone Cyst</td>
<td align="left">Muscle Spasm (<xref ref-type="bibr" rid="B135">Zhu et al., 2022</xref>)</td>
</tr>
<tr>
<td rowspan="4" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=261">Linolenic Acid</ext-link>
</td>
<td align="left">Osteoarthritis (<xref ref-type="bibr" rid="B34">Harasymowicz et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Ioan-Facsinay and Kloppenburg, 2018</xref>; <xref ref-type="bibr" rid="B28">Gao et al., 2020</xref>)</td>
<td rowspan="4" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=5954">Epimedoside C</ext-link>
</td>
<td align="left">Muscle Spasm (<xref ref-type="bibr" rid="B125">Zagorchev et al., 2016</xref>; <xref ref-type="bibr" rid="B102">Wan et al., 2020</xref>)</td>
</tr>
<tr>
<td align="left">Osteoporosis (<xref ref-type="bibr" rid="B7">Anand and Kaithwas, 2014</xref>; <xref ref-type="bibr" rid="B22">de Abreu et al., 2022</xref>)</td>
<td align="left">Skeletal Muscle Atrophy (<xref ref-type="bibr" rid="B59">Lim et al., 2018</xref>)</td>
</tr>
<tr>
<td align="left">Skeletal Muscle Atrophy (<xref ref-type="bibr" rid="B112">Wu et al., 2024</xref>)</td>
<td align="left">Osteoporosis (<xref ref-type="bibr" rid="B15">Chen et al., 2022</xref>)</td>
</tr>
<tr>
<td align="left">Abnormality Of The Musculature (<xref ref-type="bibr" rid="B98">Taki&#x107; et al., 2024</xref>)</td>
<td align="left">Limb Muscle Weakness (<xref ref-type="bibr" rid="B117">Xu et al., 2021</xref>)</td>
</tr>
<tr>
<td rowspan="2" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=822">Magnoflorine</ext-link>
</td>
<td rowspan="2" align="left">Muscle Spasm (<xref ref-type="bibr" rid="B82">Okon et al., 2020</xref>; <xref ref-type="bibr" rid="B94">Slavova-Kazakova et al., 2021</xref>)</td>
<td rowspan="4" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=278">Octadecanoic Acid, Stearic Acid</ext-link>
</td>
<td align="left">Osteoarthritis (<xref ref-type="bibr" rid="B21">Dai et al., 2021</xref>)</td>
</tr>
<tr>
<td align="left">Osteoporosis (<xref ref-type="bibr" rid="B89">Seidel et al., 2024</xref>)</td>
</tr>
<tr>
<td rowspan="5" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=1128">Kaempferitrin</ext-link>
</td>
<td align="left">Myopathy (<xref ref-type="bibr" rid="B105">Wang and Zhao, 2019</xref>; <xref ref-type="bibr" rid="B54">Li et al., 2024</xref>)</td>
<td align="left">Abnormality Of The Musculature</td>
</tr>
<tr>
<td align="left">Bone Pain (<xref ref-type="bibr" rid="B111">Wong et al., 2019</xref>; <xref ref-type="bibr" rid="B3">Alrumaihi et al., 2024</xref>)</td>
<td align="left">Bone Cyst (<xref ref-type="bibr" rid="B9">Bastiaansen-Jenniskens et al., 2013</xref>)</td>
</tr>
<tr>
<td align="left">Osteomyelitis</td>
<td rowspan="3" align="left">
<ext-link ext-link-type="uri" xlink:href="http://www.tcmip.cn/TCMIP/index.php/Home/Index/cf_details.html?id=5947">Des-O-Methylicariin</ext-link>
</td>
<td align="left">Osteoporosis (<xref ref-type="bibr" rid="B14">Chen et al., 2024</xref>; <xref ref-type="bibr" rid="B65">Liu et al., 2024a</xref>; <xref ref-type="bibr" rid="B122">Ying et al., 2020</xref>; <xref ref-type="bibr" rid="B130">Zhang et al., 2014b</xref>)</td>
</tr>
<tr>
<td align="left">Osteochondrosis (<xref ref-type="bibr" rid="B13">Cazarolli et al., 2013</xref>)</td>
<td align="left">Muscle Spasm (<xref ref-type="bibr" rid="B57">Li et al., 2019b</xref>)</td>
</tr>
<tr>
<td align="left">Osteoporosis (<xref ref-type="bibr" rid="B100">Tsuchiya et al., 2018</xref>)</td>
<td align="left">Skeletal Muscle Atrophy (<xref ref-type="bibr" rid="B19">Cho et al., 2018</xref>; <xref ref-type="bibr" rid="B121">Yi et al., 2022</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4">
<title>4 Possible therapeutic targets and mechanisms of epimedium in the treatment of orthopedic diseases</title>
<p>This study identified candidate targets of Epimedium active components through TCMIP database analysis based on skeletal system disease screening criteria. Using the &#x201c;Disease-Target Association Analysis Module&#x201d; of the database, therapeutic targets related to four pathological conditions &#x201c;osteoarthritis, osteoporosis, muscle spasms, and myopathy&#x201d; were screened. The therapeutic targets are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Therapeutic targets for orthopedic diseases shown in the TCMIP database (By Figdraw).</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g003.tif">
<alt-text content-type="machine-generated">Illustration of a human skeleton with effects of Epimedium brevicornu, highlighting conditions: muscle spasm, myopathy, osteoporosis, and osteoarthritis. Each condition lists associated genes. An arrow points from the plant to the skeleton, indicating its effects.</alt-text>
</graphic>
</fig>
<p>From the model, we observed that except for Myopathy, there is a certain overlap between the therapeutic genes of the other three diseases and the candidate genes of the main active components of Epimedium, as shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. Therefore, we further utilized the Metascape tool to construct a network and perform KEGG enrichment analysis on the candidate target genes of the potentially therapeutic active substances in Epimedium and the therapeutic targets of the four related diseases identified through screening. This aims to analyze the potential therapeutic pathways of the main active components of Epimedium in treating these four types of diseases.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Overlap between Candidate Target Genes of major active components in Epimedium and Therapeutic Genes of Corresponding Diseases (By Figdraw).</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g004.tif">
<alt-text content-type="machine-generated">Diagram with four quadrants labeled Osteoarthritis, Muscle Spasm, Osteoporosis, and Myopathy. Overlapping circles in each quadrant list gene symbols: ADAMTS4, ADAMTS5, PTGS2 in Osteoarthritis; CHRNA2, CHRNA7 in Muscle Spasm; LTF in Osteoporosis. Myopathy quadrant has empty circles. Blue arrows point outward from center.</alt-text>
</graphic>
</fig>
<sec id="s4-1">
<title>4.1 Possible pathway for epimedium in the treatment of osteoarthritis</title>
<p>After performing KEGG enrichment analysis on the genes potentially involved in the treatment of osteoarthritis by the main active components of Epimedium using Metascape, the results are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Gene List Analysis Report on the Main active ingredient of Epimedium to treat osteoarthritis <bold>(A)</bold> Bar graph of enriched terms across input gene lists, colored by p-values. <bold>(B)</bold> Network of enriched terms:colored by cluster ID, where nodes that share the same cluster ID are typically close to each other. <bold>(C, D)</bold> Protein-protein interaction network and MCODE componentsidentfedin the genelists. (The thre best-scoring tems by p-value have beenretained as thefunctional description of the corresponding components, shown in the tables undeneath corresponding network plots within Figure).</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g005.tif">
<alt-text content-type="machine-generated">A four-panel image illustrates various bioinformatics analyses:A) A bar chart showing pathways ranked by -log10 of p-values, with &#x27;Lipid and atherosclerosis&#x27; having the highest significance.B) A network graph displaying connections between various biological pathways, color-coded by type.C) A network diagram highlighting clusters identified by MCODE analysis, with a legend explaining cluster colors and related processes.D) An image of specific protein interactions within pathways, accompanied by a table that correlates clusters, GO terms, and significance scores.</alt-text>
</graphic>
</fig>
<p>Osteoarthritis is a heterogeneous disease with an increasing incidence, mainly due to aging and obesity, leading to a significant global disease burden (<xref ref-type="bibr" rid="B48">Kloppenburg et al., 2025</xref>; <xref ref-type="bibr" rid="B99">Tang et al., 2025</xref>; <xref ref-type="bibr" rid="B31">Gelber, 2024</xref>). The Icariin,a role of active substances in non-alcoholic fatty liver disease (NAFLD) has been studied, showing that Icariin can improve hepatic fatty acid oxidation and inhibit lipid accumulation, which is closely related to their regulatory role in lipid metabolism (<xref ref-type="bibr" rid="B33">Hai et al., 2023</xref>). Additionally, the mechanism of Icariin in osteoarthritis has been preliminarily explored. Research indicates that Epimedium can alleviate chondrocyte apoptosis and thereby improve osteoarthritis symptoms by activating the SIRT-1-Nrf2-HO-1 signaling pathway (<xref ref-type="bibr" rid="B68">Liu YS. et al., 2024</xref>). Although this pathway is mainly associated with antioxidant stress and cytoprotection, it also indirectly participates in the regulation of lipid metabolism.These findings suggest that icariin may exert its therapeutic effects on osteoarthritis through multiple lipid metabolism-related pathways, including the Lipid and atherosclerosis pathway.</p>
<p>The Peroxisome Proliferator-Activated Receptor (PPAR) signaling pathway, renowned for its role in regulating lipid metabolism and inflammation, has been implicated in the pathogenesis of OA. Active components of Epimedium have demonstrated regulatory effects on human osteoarthritic fibroblast-like synoviocytes (OA-FLSs) <italic>in vitro</italic> studies (<xref ref-type="bibr" rid="B84">Pan et al., 2017</xref>). Moreover, Epimedium exerts its chondroprotective effects by inhibiting the expression of key enzymes in the MAPK signaling pathway (<xref ref-type="bibr" rid="B127">Zeng et al., 2017</xref>). These findings suggest that Epimedium may play a significant role in the treatment of osteoarthritis through the modulation of the PPAR signaling pathway and other related mechanisms. Research indicates that Epimedium can influence arachidonic acid metabolism by regulating the expression of PTGS1 and PTGS2 genes, thereby exerting its therapeutic effects (<xref ref-type="bibr" rid="B66">Liu et al., 2023</xref>). This mechanism may represent an important pathway through which Epimedium contributes to the treatment of osteoarthritis.</p>
<p>Based on the comprehensive KEGG enrichment analysis results, Epimedium may potentially treat osteoarthritis through the Lipid and atherosclerosis pathway, PPAR signaling pathway, and Arachidonic acid metabolism pathway.</p>
</sec>
<sec id="s4-2">
<title>4.2 Possible pathway for epimedium in the treatment of osteoporosis</title>
<p>Osteoporosis is a prevalent metabolic bone disorder characterized by reduced bone density and deterioration of bone microarchitecture, leading to increased bone fragility and a higher risk of fractures (<xref ref-type="bibr" rid="B25">Ensrud and Crandall, 2018</xref>; <xref ref-type="bibr" rid="B92">Shapses, 2018</xref>). With the global trend of population aging, the incidence of osteoporosis is continuously rising, particularly among postmenopausal women (<xref ref-type="bibr" rid="B83">Ott, 2016</xref>; <xref ref-type="bibr" rid="B78">Micha&#xeb;lsson and Aspenberg, 2016</xref>; <xref ref-type="bibr" rid="B18">Cheung et al., 2016</xref>). We utilized Metascape to perform KEGG enrichment analysis on the potential genes targeted by the main active components of Epimedium for the treatment of osteoporosis, and the results are illustrated in <xref ref-type="fig" rid="F6">Figure 6</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Gene List Analysis Report on the Main active ingredient of Epimedium to treat osteoporosis. <bold>(A)</bold> Bar graph of enriched terms across input gene lists, colored by p-values. <bold>(B)</bold> Network of enriched terms:colored by cluster ID, where nodes that share the same cluster ID are typically close to each other. <bold>(C,D)</bold> Protein-protein interaction network and MCODE componentsidentfedin the genelists. (The thre best-scoring tems by p-value have beenretained as thefunctional description of the corresponding components, shown in the tables undeneath corresponding network plots within Figure).</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g006.tif">
<alt-text content-type="machine-generated">Panel A shows a bar chart ranking pathways by -log10(P) values, with nitrogen metabolism and GABAergic synapse at the top. Panel B displays a network diagram linking colored nodes representing various pathways like cancer and thyroid hormone signaling. Panel C features another network of nodes grouped by MCODE clusters, with a table indicating nitrogen metabolism and GABAergic synapse as significant. Panel D presents a network focused on MCODE clusters, accompanied by a table indicating pathways like adrenergic signaling and taste transduction.</alt-text>
</graphic>
</fig>
<p>Epimedium, a traditional Chinese medicine, has long been utilized in the treatment of osteoporosis. Research indicates that extracts from Epimedium can influence the levels of neuropeptides within the brain/spinal cord/bone axis, increasing the expression of neuropeptide Y (NPY) in the brain and receptors such as NPY1R in bone (<xref ref-type="bibr" rid="B62">Liu H. et al., 2018</xref>). This regulatory effect may have a positive impact on bone metabolism by affecting the nitrogen metabolism pathways. The GABAergic synapse pathway holds potential application value in the treatment of osteoporosis, as the regulation of GABA receptors may affect the proliferation and differentiation of bone cells, thereby exerting a beneficial effect on osteoporosis treatment (<xref ref-type="bibr" rid="B32">Gu et al., 2020</xref>; <xref ref-type="bibr" rid="B103">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B120">Yang et al., 2022</xref>). Although there is no direct evidence that Epimedium can treat osteoporosis through the GABAergic synapse pathway, our enrichment analysis results hint at this possibility. The cancer pathway also exhibits significant potential in the treatment of osteoporosis, with studies suggesting that it shares similar regulatory mechanisms in the treatment of osteoporosis (<xref ref-type="bibr" rid="B32">Gu et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Amjadi-Moheb and Akhavan-Niaki, 2019</xref>; <xref ref-type="bibr" rid="B76">Meng et al., 2020</xref>; <xref ref-type="bibr" rid="B136">Zhu et al., 2019</xref>). For instance, the main active components of Epimedium leaves have been demonstrated to have a protective effect against osteoporosis by modulating the Wnt/&#x3b2;-catenin signaling pathway within the cancer pathway (<xref ref-type="bibr" rid="B37">Hu et al., 2017</xref>; <xref ref-type="bibr" rid="B64">Liu and Guo, 2020</xref>; <xref ref-type="bibr" rid="B104">Wang F. et al., 2016</xref>).</p>
<p>In summary, Epimedium may potentially treat osteoporosis through pathways such as Nitrogen metabolism, GABAergic synapse, and Pathways in cancer.</p>
</sec>
<sec id="s4-3">
<title>4.3 Possible pathway of epimedium in treating muscle spasms</title>
<p>Muscle spasms are a common symptom characterized by sudden, involuntary, and painful contraction of muscles. The pathophysiological mechanisms are not fully understood, but several hypotheses attempt to explain its occurrence. One hypothesis suggests that spasms are caused by changes in excitability of motor neurons (central origin), while another hypothesis suggests that they are caused by spontaneous discharges of motor neurons (peripheral origin) (<xref ref-type="bibr" rid="B75">Maughan and Shirreffs, 2019</xref>). Through Metascape&#x2019;s KEGG enrichment analysis of genes associated with muscle spasms, we discovered that Epimedium may exert effects on muscle spasms via three signaling pathways closely related to nervous system function: Neuroactive ligand-receptor interaction, Serotonergic synapse, and Cholinergic synapse <xref ref-type="fig" rid="F7">Figure 7</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Gene List Analysis Report on the Main active ingredient of Epimedium to treat Muscle spasms. <bold>(A)</bold> Bar graph of enriched terms across input gene lists, colored by p-values. <bold>(B)</bold> Network of enriched terms:colored by cluster ID, where nodes that share the same cluster ID are typically close to each other. <bold>(C,D)</bold> Protein-protein interaction network and MCODE componentsidentfedin the genelists. (The thre best-scoring tems by p-value have beenretained as thefunctional description of the corresponding components, shown in the tables undeneath corresponding network plots within Figure).</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g007.tif">
<alt-text content-type="machine-generated">Panel A shows a bar chart ranking pathways by -log10(P) values for various synapses and interactions. Panel B is a network diagram color-coded for different pathways. Panel C lists MCODE clusters with associated GO terms and -log10(P) values. Panel D visualizes clusters and includes a legend with pathway descriptions and significance levels.</alt-text>
</graphic>
</fig>
<p>Current research suggests that firstly, the active ingredients in Epimedium may exert their effects by affecting the levels of neurotransmitters in the central nervous system (<xref ref-type="bibr" rid="B52">Li et al., 2011</xref>). Secondly, Epimedium may exert its therapeutic effect by interacting with specific receptors (<xref ref-type="bibr" rid="B107">Wang et al., 2022</xref>). Additionally, Epimedium may also assist in alleviating muscle spasm through anti-inflammatory and antioxidant actions (<xref ref-type="bibr" rid="B10">B&#xe4;umer et al., 2014</xref>). Therefore, we posit that the active components in Epimedium may alleviate muscle spasms by modulating the release of neurotransmitters and the activation of receptors, which aligns with the results of our enrichment analysis.</p>
<sec id="s4-3-1">
<title>4.3.1 Possible pathway for epimedium in treating myopathy</title>
<p>Myopathy refers to a group of diseases characterized primarily by muscle weakness due to dysfunction of muscle fibers. These conditions can be broadly categorized into several types, including congenital myopathies, inflammatory myopathies,and metabolic myopathies (<xref ref-type="bibr" rid="B45">Jungbluth et al., 2018</xref>; <xref ref-type="bibr" rid="B72">Maani et al., 2021</xref>; <xref ref-type="bibr" rid="B1">Ahmed et al., 2018</xref>). Epimedium and its active ingredients show significant therapeutic potential in muscle and nerve related diseases (<xref ref-type="bibr" rid="B86">Qian and Ke, 2020</xref>). Although there is no evidence that Epimedium can treat myopathies through Nitrogen metabolism and GABAergic synapse pathways, our analysis results may provide new perspectives on the application of Epimedium in the treatment of myopathy <xref ref-type="fig" rid="F8">Figure 8</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Gene List Analysis Report on the Main active ingredient of Epimedium to treat myopathy. <bold>(A)</bold> Bar graph of enriched terms across input gene lists, colored by p-values. <bold>(B)</bold> Network of enriched terms:colored by cluster ID, where nodes that share the same cluster ID are typically close to each other. <bold>(C,D)</bold> Protein-protein interaction network and MCODE componentsidentfedin the genelists. (The thre best-scoring tems by p-value have beenretained as thefunctional description of the corresponding components, shown in the tables undeneath corresponding network plots within Figure).</p>
</caption>
<graphic xlink:href="fphar-16-1628602-g008.tif">
<alt-text content-type="machine-generated">Panel A shows a bar graph with pathways ranked by significance based on the negative log10 of p-values, highlighting nitrogen metabolism as most significant. Panel B is a network diagram depicting biological processes with nodes colored by process type, including nitrogen metabolism and GABAergic synapse. Panel C presents another network visualizing connections within several pathways, with a key listing module codes (MOCDE) and descriptions like morphine addiction. Panel D illustrates clusters of genes related to specific pathways, with a key explaining the MOCDE color coding and associated pathway descriptions.</alt-text>
</graphic>
</fig>
</sec>
</sec>
</sec>
<sec id="s5">
<title>5 Perspectives</title>
<p>Epimedium has long been widely used in traditional medicine, particularly in the treatment of orthopedic diseases, has demonstrated experimentally confirmed benefits for bone health through its bioactive components (<xref ref-type="bibr" rid="B41">Indran et al., 2016</xref>). However, several pharmacological limitations and safety concerns regarding its application warrant attention. Toxicological studies indicate that although aqueous Epimedium extracts exhibit low acute and chronic toxicity, they may induce hepatotoxicity in murine models (<xref ref-type="bibr" rid="B95">Song et al., 2024</xref>). Additionally, the relatively low bioactivity of icaritin (<xref ref-type="bibr" rid="B27">Gao and Zhang, 2022</xref>) significantly restricts its clinical translation potential. Future research should focus on systematic identification of active constituents, in-depth elucidation of pharmacological mechanisms, and optimization of drug delivery systems to enhance therapeutic efficacy while ensuring safety.</p>
<p>In this study,By analyzing the existing data in the TCMIP database, we found that among the 27 main active ingredients of Epimedium, 8 important ingredients have therapeutic effects on 11 types of Skeletal/Muscular related diseases.These diseases mainly include joint disorders (<xref ref-type="bibr" rid="B24">El-Shitany and Eid, 2019</xref>; <xref ref-type="bibr" rid="B132">Zhao et al., 2018</xref>), skeletal diseases (<xref ref-type="bibr" rid="B67">Liu et al., 2014</xref>; <xref ref-type="bibr" rid="B108">Wei CC. et al., 2016</xref>), muscle diseases (<xref ref-type="bibr" rid="B60">Lin et al., 2021</xref>), and pain related diseases (<xref ref-type="bibr" rid="B127">Zeng et al., 2017</xref>; <xref ref-type="bibr" rid="B55">Li et al., 2021</xref>), which almost comprehensively cover the spectrum of diseases related to bones, joints, muscles, and their associated tissues in terms of pathology.</p>
<p>Through the &#x201c;Disease-Target Association Analysis Module,&#x201d; we identified that Osteoarthritis, Osteoporosis, Muscle Spasm, and Myopathy have relatively clear therapeutic targets. Therefore, we conducted an enrichment analysis on these four types of diseases in conjunction with the candidate genes of Epimedium&#x2019;s active components, predicting the possible pathways through which Epimedium may treat these diseases <xref ref-type="table" rid="T4">Table 4</xref>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Possible pathways of the main active ingredients of Epimedium in the treatment of orthopedic diseases.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Disease</th>
<th align="left">Potential Mechanistic pathways</th>
<th align="left">Hits</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">Osteoarthritis</td>
<td align="left">Lipid and atherosclerosis</td>
<td align="left">CALM1&#x7c;CYP2C8&#x7c;MMP1&#x7c;MMP3&#x7c;MMP9&#x7c;PPARG&#x7c;PPP3CA&#x7c;PPP3R1&#x7c;RXRA&#x7c;RXRB&#x7c;RXRG&#x7c;TLR4&#x7c;TNFRSF1A&#x7c;VLDLR&#x7c;LY96</td>
</tr>
<tr>
<td align="left">PPAR signaling pathway</td>
<td align="left">ACOX1&#x7c;ACSL3&#x7c;ACSL4&#x7c;MMP1&#x7c;PPARA&#x7c;PPARD&#x7c;PPARG&#x7c;RXRA&#x7c;RXRB&#x7c;RXRG&#x7c;FADS2</td>
</tr>
<tr>
<td align="left">Arachidonic acid metabolism</td>
<td align="left">ALOX5&#x7c;CYP2C8&#x7c;PLA2G1B&#x7c;PLA2G2A&#x7c;PTGS1&#x7c;PTGS2&#x7c;PLA2G2D&#x7c;PLA2G2E</td>
</tr>
<tr>
<td rowspan="3" align="left">Osteoporosis</td>
<td align="left">Nitrogen metabolism</td>
<td align="left">CA1&#x7c;CA2&#x7c;CA3&#x7c;CA4&#x7c;CA5A&#x7c;CA6&#x7c;CA7&#x7c;CA9&#x7c;CA12&#x7c;CA5B&#x7c;CA14</td>
</tr>
<tr>
<td align="left">GABAergic synapse</td>
<td align="left">ABAT&#x7c;GABRA1&#x7c;GABRA2&#x7c;GABRA3&#x7c;GABRA4&#x7c;GABRA5&#x7c;GABRA6&#x7c;GABRG1&#x7c;GABRG2&#x7c;GABRG3&#x7c;PRKACA&#x7c;PRKCA&#x7c;PRKCB&#x7c;SRC</td>
</tr>
<tr>
<td align="left">Pathways in cancer</td>
<td align="left">ABL1&#x7c;AR&#x7c;CALM1&#x7c;CDK6&#x7c;ESR1&#x7c;ESR2&#x7c;HDAC2&#x7c;HSP90AA1&#x7c;IL6&#x7c;ITGAV&#x7c;JAK1&#x7c;PIM1&#x7c;PPARD&#x7c;PPARG&#x7c;PRKACA&#x7c;PRKCA&#x7c;PRKCB&#x7c;PTGER4&#x7c;PTGS2&#x7c;RXRA&#x7c;RXRB&#x7c;RXRG&#x7c;NCOA1</td>
</tr>
<tr>
<td rowspan="3" align="left">Muscle Spasm</td>
<td align="left">Neuroactive ligand-receptor interaction</td>
<td align="left">ADRA2A&#x7c;ADRA2B&#x7c;ADRA2C&#x7c;CHRM2&#x7c;CHRNA1&#x7c;CHRNA2&#x7c;CHRNA3&#x7c;CHRNA4&#x7c;CHRNA5&#x7c;CHRNA7&#x7c;CHRNB1&#x7c;CHRNB2&#x7c;CHRNB3&#x7c;CHRNB4&#x7c;CHRND&#x7c;CHRNE&#x7c;CHRNG&#x7c;DRD1&#x7c;DRD2&#x7c;DRD3&#x7c;DRD4&#x7c;DRD5&#x7c;HTR1A&#x7c;HTR1B&#x7c;HTR1D&#x7c;HTR2A&#x7c;HTR2B&#x7c;HTR2C&#x7c;CHRNA6&#x7c;CHRNA9&#x7c;CHRNA10</td>
</tr>
<tr>
<td align="left">Serotonergic synapse</td>
<td align="left">HTR1A&#x7c;HTR1B&#x7c;HTR1D&#x7c;HTR2A&#x7c;HTR2B&#x7c;HTR2C&#x7c;HTR3A</td>
</tr>
<tr>
<td align="left">Cholinergic synapse</td>
<td align="left">ACHE&#x7c;CHRM2&#x7c;CHRNA3&#x7c;CHRNA4&#x7c;CHRNA7&#x7c;CHRNB2&#x7c;CHRNB4&#x7c;CHRNA6</td>
</tr>
<tr>
<td rowspan="2" align="left">Myopathy</td>
<td align="left">Nitrogen metabolism</td>
<td align="left">CA1&#x7c;CA2&#x7c;CA3&#x7c;CA4&#x7c;CA5A&#x7c;CA6&#x7c;CA7&#x7c;CA9&#x7c;CA12&#x7c;CA5B&#x7c;CA14</td>
</tr>
<tr>
<td align="left">GABAergic synapse</td>
<td align="left">GABRA1&#x7c;GABRA2&#x7c;GABRA3&#x7c;GABRA4&#x7c;GABRA5&#x7c;GABRA6&#x7c;GABRG1&#x7c;GABRG2&#x7c;GABRG3&#x7c;PRKACA&#x7c;PRKCA&#x7c;PRKCB</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The pathological mechanism of osteoarthritis are closely related to lipid metabolism, inflammatory responses and oxidative stress (<xref ref-type="bibr" rid="B35">Herrero-Beaumont et al., 2019</xref>; <xref ref-type="bibr" rid="B101">Tudorachi et al., 2021</xref>; <xref ref-type="bibr" rid="B74">Marchev et al., 2017</xref>; <xref ref-type="bibr" rid="B79">Mocanu et al., 2024</xref>; <xref ref-type="bibr" rid="B38">Hu et al., 2024</xref>), which may serve as potential targets for Epimedium in treating osteoarthritis. Involving an imbalance in bone metabolism, dysregulation of neuroendocrine functions,and potential cancer-related mechanisms (<xref ref-type="bibr" rid="B61">Liu C. et al., 2018</xref>; <xref ref-type="bibr" rid="B129">Zhang et al., 2022</xref>; <xref ref-type="bibr" rid="B93">Sharma et al., 2021</xref>), have been extensively studied in the context of Epimedium&#x2019;s treatment of osteoporosis. In particular, the therapeutic effects of Epimedium on osteoporosis through cancer pathways such as the MAPK/ERK signaling pathway (<xref ref-type="bibr" rid="B12">Cao et al., 2017</xref>) and the NF-&#x03BA;BPathway (<xref ref-type="bibr" rid="B119">Yang et al., 2023</xref>) have been deeply investigated. The mechanisms underlying the treatment of muscle spasms may be related to abnormal signal transduction at the neuromuscular junction, involving the regulation of various neurotransmitter systems (<xref ref-type="bibr" rid="B36">Hezel et al., 2010</xref>; <xref ref-type="bibr" rid="B6">An et al., 2010</xref>; <xref ref-type="bibr" rid="B20">Colombo and Francolini, 2019</xref>). The pathological mechanisms of myopathy may be associated with abnormal protein metabolism and dysregulated neuromuscular signaling (<xref ref-type="bibr" rid="B70">Luzzi et al., 2023</xref>; <xref ref-type="bibr" rid="B88">Robb et al., 2011</xref>; <xref ref-type="bibr" rid="B40">Ignatieva et al., 2021</xref>), which could provide clues for researching the diagnosis and treatment of diseases with Epimedium.</p>
<p>In summary, Epimedium may demonstrate its potential therapeutic value in various diseases, including osteoarthritis, osteoporosis, muscle spasms, and myopathy by regulating key pathways such as lipid metabolism, inflammatory response, oxidative stress, bone metabolism balance, and neuromuscular signaling. These studies not only provide a molecular mechanism explanation for the pharmacological effects of Epimedium, but also lay a theoretical foundation for further development of precision treatment plans based on Epimedium. Although current research findings are primarily derived from bioinformatics analysis and preclinical experimental data, these discoveries offer a systematic theoretical framework for elucidating the pharmacological mechanisms of Epimedium and establish a critical foundation for subsequent in-depth molecular studies (such as precise modulation of key targets) and clinical translation (such as optimization of personalized dosing regimens). Future research should prioritize enhancing <italic>in vitro</italic> and <italic>in vivo</italic> experimental validation of Epimedium&#x2019;s efficacy in treating osteoporosis, while further exploring the mechanisms of action of its active components within specific pathological microenvironments, aiming to achieve a transformative leap from traditional applications to evidence-based medicine.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>DT: Funding acquisition, Methodology, Writing &#x2013; review and editing, Writing &#x2013; original draft. LC: Writing &#x2013; original draft, Conceptualization, Writing &#x2013; review and editing. ZJ: Supervision, Writing &#x2013; review and editing. XY: Writing &#x2013; review and editing, Supervision. MM: Writing &#x2013; review and editing, Validation. AY: Writing &#x2013; review and editing, Resources. JX: Conceptualization, Writing &#x2013; review and editing, Writing &#x2013; original draft, Supervision.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by University-level Scientific Research Project of Shaoxing University of Arts and Sciences (2023LG016); 2024 Education and Teaching Reform Research Project of Shaoxing University of Arts and Sciences. Zhejiang Provincial Traditional Chinese Medicine Science and Technology Program (grant no. 2023ZL056), and Zhejiang medicine and health science and technology project (grant no. 2024KY1213 and 2024XY064).</p>
</sec>
<ack>
<p>We appreciate the great help support from the Medical Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University. Figures in our manuscript was created using Figdraw online tools (<ext-link ext-link-type="uri" xlink:href="https://www.figdraw.com/">https://www.figdraw.com/</ext-link>). We gratefully acknowledge China Virtual Herbarium (CVH, <ext-link ext-link-type="uri" xlink:href="https://www.cvh.ac.cn/">https://www.cvh.ac.cn/</ext-link>) for providing the botanical images used in this study. We would like to express our gratitude for these invaluable resources.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Abbreviations</title>
<p>Yin Yang Huo, Epimedium brevicornu; ETCM, The Encyclopedia of Traditional Chinese Medicine; YaTCM, Yet another Traditional Chinese Medicine; TCMIP, Integrative Pharmacology-based Research Platform of Traditional Chinese Medicine; BMP, Bone morphogenetic protein; NF-&#x3ba;B, Nuclear factor kappa B; RA, Rheumatoid arthritis; OPG, Osteoprotegerin; RANKL, Receptor activator of nuclear factor-&#x3ba;B ligand; OA, Osteoarthritis; NAFLD, Non-alcoholic fatty liver disease; PPAR, Peroxisome Proliferator-Activated Receptor; OA-FLSs, Osteoarthritic fibroblast-like synoviocytes; NPY, Neuropeptide Y.</p>
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