<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<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>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1378634</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2024.1378634</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Synergistic anti-osteoporosis effects of <italic>Anemarrhena asphodeloides</italic> bunge&#x2013;Phellodendron chinense C.K. Schneid herb pair via ferroptosis suppression in ovariectomized mice</article-title>
<alt-title alt-title-type="left-running-head">Deng 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.2024.1378634">10.3389/fphar.2024.1378634</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Xuehui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2643114/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiao</surname>
<given-names>Wenlong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2643096/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Bingfeng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2643100/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Fang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2736817/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Song</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1370659/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Nani</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="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/523621/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Medicine</institution>, <institution>Zhejiang Academy of Traditional Chinese Medicine</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Pharmacy</institution>, <institution>Zhejiang Chinese Medical University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Pharmacy</institution>, <institution>Hangzhou Medical College</institution>, <addr-line>Hangzhou</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/412865/overview">Adam Matkowski</ext-link>, Wroclaw Medical University, Poland</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/676512/overview">Marta Szandruk-Bender</ext-link>, Wroclaw Medical University, Poland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/784740/overview">Shaohui Wang</ext-link>, Chengdu University of Traditional Chinese Medicine, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Nani Wang, <email>wnn8511@163.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1378634</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Deng, Xiao, Lin, Wang, Song and Wang.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Deng, Xiao, Lin, Wang, Song and Wang</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>
<sec>
<title>Introduction</title>
<p>Ferroptosis plays a crucial role in the progression of postmenopausal osteoporosis. <italic>Anemarrhena asphodeloides</italic> Bunge/<italic>Phellodendron chinense</italic> C.K. Schneid (AA/PC) is the core herb pair in traditional Chinese medicines formulae for postmenopausal osteoporosis treatment. However, the synergistic effects, and mechanisms, of AA/PC on alleviating ferroptosis and postmenopausal osteoporosis remain unclear.</p>
</sec>
<sec>
<title>Methods</title>
<p>The goal herein was to analyze the effective ingredients and molecular mechanisms of AA/PC in the treatment of osteoporosis through serum pharmacochemistry, network pharmacology, metabolomics analysis, and pharmacodynamics evaluation. A bilateral ovariectomized (OVX) mouse model was established.</p>
</sec>
<sec>
<title>Results and Discussion</title>
<p>Micron-scale computed tomography analysis showed that AA/PC increased bone mineral density in OVX mice. The effects of AA/PC were better than AA or PC alone on inhibiting the bone resorption marker nuclear factor of activated T-cells 1. Furthermore, five absorbable compounds were detected in serum: mangiferin, magnoflorine, berberine, timosaponin BIII, and timosaponin AIII. Network pharmacology showed these compounds had close relationship with seven ferroptosis targets. Importantly, compared with AA or PC alone, the AA/PC herb pair exerted better effects on regulating crucial ferroptosis pathways, including the system xc-/glutathione/glutathione peroxidase 4, transferrin receptor/ferritin, and acyl-CoA synthetase long chain family member 4/polyunsaturated fatty acids signaling pathways. These results indicate that AA/PC exerts synergistic effects on regulating glutathione synthesis, iron homeostasis, and lipid metabolism in ferroptosis. This work lays the foundation for further development and use of AA/PC herb pair for preventing and treating postmenopausal osteoporosis.</p>
</sec>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="FPHAR_fphar-2024-1378634_wc_abs.tif" position="anchor"/>
</p>
</abstract>
<kwd-group>
<kwd>
<italic>Anemarrhena asphodeloides</italic> bunge</kwd>
<kwd>
<italic>Phellodendron</italic> chinense C.K. Schneid</kwd>
<kwd>herb pair</kwd>
<kwd>osteoporosis</kwd>
<kwd>ferroptosis</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Ethnopharmacology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Postmenopausal osteoporosis is characterized by destructed bone, reduced bone mineral density (BMD), and increased bone fragility (<xref ref-type="bibr" rid="B49">Yang et al., 2021</xref>). Approximately 50% of postmenopausal women are affected by osteoporosis (<xref ref-type="bibr" rid="B20">Li et al., 2020a</xref>). Increasing evidence shows that ferroptosis is involved in the occurrence and development of osteoporosis, and that its inhibition can effectively prevent osteoporosis (<xref ref-type="bibr" rid="B8">Gao et al., 2022</xref>). Clinical studies have shown that increased total body iron stores could be an independent risk factor for accelerated bone loss in postmenopausal women (<xref ref-type="bibr" rid="B15">Kim B. J. et al., 2012</xref>). Ferroptosis is caused by iron-dependent lipid peroxidation and the accumulation of reactive oxygen species. Mechanically, ferroptosis is associated with iron metabolism disorder, lipid peroxidation accumulation, and glutathione (GSH) and solute carrier family 7 member 11 (SLC7A11) deficiency (<xref ref-type="bibr" rid="B52">Yuan et al., 2022</xref>). Among the multiple regulators of ferroptosis, the SLC7A11/GSH/glutathione peroxidase 4 (GPX4) pathway is the main ferroptosis-suppressing pathway. SLC7A11, a transmembrane protein, imports extracellular cystine for GSH synthesis. GSH acts as a cofactor for GPX4, which is a major enzyme catalyzing the reduction of phospholipid hydroperoxides (<xref ref-type="bibr" rid="B5">Chen X. et al., 2021</xref>). Ferroptosis is also regulated by the iron metabolism pathway, which involves transferrin receptor protein 1 (TFRC), transferrin (TF), ferritin heavy chain (FTH) and light chain (FTL). In addition to the reduced GSH synthesis and altered iron homeostasis, lipid metabolism is closely related to ferroptosis. Free polyunsaturated fatty acids (PUFAs) can be incorporated into cell membrane by Acy-CoA synthetase long-chain family member 4 (ACSL4) and undergo lipid peroxidation through enzymatic and non-enzymatic pathways (<xref ref-type="bibr" rid="B19">Li et al., 2020b</xref>). Increasing evidence has confirmed that progression of postmenopausal osteoporosis is always accompanied by impaired iron homeostasis and elevated lipid peroxidation (<xref ref-type="bibr" rid="B48">Yan et al., 2022</xref>). Thus, ferroptosis has been considered a potential therapeutic target for postmenopausal osteoporosis.</p>
<p>Herb pairs act as a basic composition unit of Chinese medicine formulas (<xref ref-type="bibr" rid="B11">Hu X. et al., 2022</xref>). <italic>Anemarrhena asphodeloides</italic> Bunge (AA) and <italic>Phellodendron chinense</italic> C.K. Schneid (PC) are a commonly used herb pair in clinical treatments of osteoporosis (<xref ref-type="bibr" rid="B32">Shi et al., 2022</xref>), including Zishen pill, Zhibai Dihuang pill, and Dabuyin pill. Our previous work showed that when the two drugs are combined as an herb pair at a 1:1 ratio, AA/PC possesses anti-diabetic osteoporotic effects in streptozotocin-induced rats (<xref ref-type="bibr" rid="B45">Xu et al., 2022a</xref>). Increasing studies also show that several components of AA/PC&#x2014;including berberine, timosaponin AIII, and timosaponin BII (<xref ref-type="bibr" rid="B17">Lee et al., 2008</xref>; <xref ref-type="bibr" rid="B40">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B39">Wang L. et al., 2021</xref>)&#x2014;have protective effects on osteoblasts (<xref ref-type="bibr" rid="B41">Wang N. et al., 2021</xref>; <xref ref-type="bibr" rid="B40">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Chen Q. C. et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Lin et al., 2023</xref>). However, the synergistic effects of AA/PC on postmenopausal osteoporosis remain to be clarified.</p>
<p>Herein, we explored the synergistic anti-osteoporosis effects of AA/PC on a bilateral ovariectomy (OVX)-induced mouse model. Serum pharmacochemistry was used to detect the absorbable components of AA/PC. Thus, a network pharmacology approach was developed to discover the relations among absorbable component targets and ferroptosis-related genes. Experimental validation was carried out to identify the synergetic mechanisms of AA/PC as the SLC7A11/GSH/GPX4, TF/ferritin, and ACSL4/PUFAs signaling pathways. To our knowledge, this study is the first to assess the combination mechanisms of this herb pair for its anti-osteoporosis and anti-ferroptosis effects. These results will provide a method for clarifying the combined mechanisms of AA/PC for treating postmenopausal osteoporosis.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Plant materials</title>
<p>Crude AA and PC were collected from Zhejiang Jingyuetang Pharmaceutical Co. Ltd (Shaoxing, Zhejiang, China). The voucher specimens of AA (No. RA2019090821) and PC (No. PA2019052101) were deposited at the Department of Medicine, Zhejiang Academy of Traditional Chinese Medicine, Zhejiang, China. AA and PC are prescribed in a ratio of 1:1 (w/w) (<xref ref-type="bibr" rid="B46">Xu et al., 2022b</xref>). The plant name was verified at <ext-link ext-link-type="uri" xlink:href="https://www.worldfloraonline.org">https://www.worldfloraonline.org</ext-link>. The hot water extraction method was used to prepare the drugs (<xref ref-type="bibr" rid="B42">Wu et al., 2019</xref>). Briefly, the AA and PC mixture was extracted with water at a ratio of 1:10 (w/v) for 2&#xa0;h at 100&#xb0;C. After filtration, the residue was extracted again. The filtrates were combined and lyophilized with a freezing dryer system (SCIENTZ-12N/A, Ningbo Scientz Co. Ltd. Ningbo, Zhejiang, China) (<xref ref-type="bibr" rid="B31">Shen et al., 2022</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Experimental animals and treatment</title>
<p>All animal experiment protocols herein were approved by the Animal Care and Use Committee of the Zhejiang Academy of Traditional Chinese Medicine (Approval No. ZATCM 2022-030) and conformed to the National Research Council&#x2019;s Guide for the Care and Use of Laboratory Animals. Female C57BL/6 mice (20&#x2013;22&#xa0;g) were purchased from Hangzhou Medicine College (Hangzhou, Zhejiang, China) and housed at 25&#xb0;C with a 12-h light/dark cycle, with free access to food and water. Female mice were randomly divided into a Sham group and four OVX groups (n &#x3d; 5/group). OVX mice had ovaries removed through a back flank incision (<xref ref-type="bibr" rid="B2">Ali et al., 2022</xref>). Sham group mice had adipose tissue removed, without ovary removal. For ovariectomy, mice were anesthetized, and a 5&#xa0;mm back incision was made; ovaries on both sides were exposed after removing the muscle tissues; ovaries were then removed after tubal ligation, and the wound was sutured. OVX mice were orally dosed with vehicle (Phosphate buffer saline, PBS, Mod group), AA (7&#xa0;g/kg/d, AA group), PC (7&#xa0;g/kg/d, PC group), or AA/PC aqueous extract (7&#xa0;g/kg/d, AA/PC group) for 12 weeks. The Sham group was administered gavage with vehicle (PBS) for 12 weeks. Dosages were based on previous reports (<xref ref-type="bibr" rid="B45">Xu et al., 2022a</xref>; <xref ref-type="bibr" rid="B58">Zhao et al., 2018</xref>). 3&#xa0;months later, the mice were anesthetized and sacrificed after blood collection, by eyeball enucleation. The experimental diagram was shown in <xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>.</p>
</sec>
<sec id="s2-3">
<title>2.3 Micro-computed tomography (micro-CT) analysis</title>
<p>After sacrifice, the femurs of mice from each group were fixed and scanned by micro-CT (Skyscan 1172, Bruker, Belgium). Osteoporosis-related bone indexes, including BMD, are based on micro-CT (<xref ref-type="bibr" rid="B54">Zhang et al., 2018</xref>).</p>
</sec>
<sec id="s2-4">
<title>2.4 Immunohistochemistry (IHC)</title>
<p>IHC analysis was consistent with previous reports (<xref ref-type="bibr" rid="B43">Xia et al., 2020</xref>). Femurs were collected, fixed with 4% formalin for 48&#xa0;h, decalcified in 10% ethylenediamine tetra acetic acid, and paraffin-embedded. Sections were incubated with primary antibodies against nuclear factor of activated T-cells 1 (NFATc1, &#x23;SC7294, Santa Cruz Biotechnology, CA, United States, 1:2000), SLC7A11 (&#x23;BM5318, Boster, CA, United States, 1:2000), GPX4 (&#x23;DF6701, Affinity, Changzhou, China, 1:2000), TF receptor (TFRC, &#x23;AF5343, Affinity, 1:2000), TF (&#x23;17435-1-AP, Proteintech, Wuhan, China, 1:2000), FTH1 (&#x23;DF6278, Affinity, 1:2000), FTL (&#x23;10727-1-AP, Proteintech, 1:2000), 4-hydroxynonenal (4-HNE, &#x23;ab46545, Abcam, MA, United States, 1:2000), and ACSL4 (&#x23;DF12141, Affinity, 1:2000).</p>
</sec>
<sec id="s2-5">
<title>2.5 Ultra-high performance liquid chromatography combined with quadrupole time-of-flight mass spectrometry (UPLC-QTOF-MS) analysis</title>
<p>The herb extract and drug-containing serum were analyzed using UPLC-QTOF-MS (<xref ref-type="bibr" rid="B25">Ma et al., 2021</xref>). For serum analysis, 100&#xa0;&#x3bc;L of sample was added to 300&#xa0;&#x3bc;L methanol to precipitate the protein (<xref ref-type="bibr" rid="B27">Michopoulos et al., 2009</xref>). The mixture was then vortexed for 30&#xa0;s and centrifuged at 12,000&#xa0;rpm and 4&#xa0;&#xb0;C for 30&#xa0;min. The supernatant was then transferred and lyophilized. The resulting residue was combined with 200&#xa0;&#x3bc;L 10% acetonitrile, and centrifuged at 12,000&#xa0;rpm for 10&#xa0;min. After microfiltration, 3&#xa0;&#x3bc;L of each supernatant sample was injected and analyzed (<xref ref-type="bibr" rid="B39">Wang L. et al., 2021</xref>).</p>
<p>Analysis experiments were performed using a UPLC system (Waters ACQUITY I-Class Plus, Waters, Framingham, MA, United States) equipped with a mass spectrometer (SCIEX X-500R Q-TOF, AB SCIEX, Framingham, MA, United States). The mobile phase was composed of water &#x2b;0.1% formic acid (A) and acetonitrile (B) at a flow rate of 0.3&#xa0;mL/min. The gradient elution was as follows: 0&#x2013;5&#xa0;min, 10%&#x2013;30% B; 5&#x2013;10&#xa0;min, 30%&#x2013;45% B; 10&#x2013;13&#xa0;min, 45%&#x2013;90% B; 13&#x2013;15&#xa0;min, 90%&#x2013;100% B. The mass spectrometer was operated in positive and negative ion modes. The analysis parameter was as follows: ion source temperature of 600&#xb0;C; collision energy of 35&#xa0;V; and declustering potential of 60&#xa0;V; Mass ranges for TOF-MS was m/z 50&#x2013;1500. SCIEX OS software (AB SCIEX) was used to record and process data.</p>
</sec>
<sec id="s2-6">
<title>2.6 Network pharmacology</title>
<p>Network pharmacology was performed as previously described (<xref ref-type="bibr" rid="B60">Zhu et al., 2021</xref>). The chemical structure and simplified molecular input line entry specification (SMILES) of AA/PC was obtained from PubChem (<ext-link ext-link-type="uri" xlink:href="https://pubchem.ncbi.nlm.nih.gov/">https://pubchem.ncbi.nlm.nih.gov/</ext-link>) (<xref ref-type="bibr" rid="B28">O&#x2019;Boyle, 2012</xref>). Target prediction of AA/PC was carried out using SwissTargetPrediction (<ext-link ext-link-type="uri" xlink:href="http://www.swisstargetprediction.ch/">http://www.swisstargetprediction.ch/</ext-link>) (<xref ref-type="bibr" rid="B1">Aihaiti et al., 2021</xref>), with species limited to <italic>&#x201c;Homo sapiens&#x201d;</italic>. The protein-protein interaction (PPI) network of target genes was obtained from the Search Tool for the Retrieval of Interacting Genes/Proteins database (STRING 11.0; <ext-link ext-link-type="uri" xlink:href="https://cn.string-db.org/">https://cn.string-db.org/</ext-link>) (<xref ref-type="bibr" rid="B35">Szklarczyk et al., 2021</xref>). The PPI network was visualized using Cystoscape v3.10.0. In the PPI network, nodes represent the target proteins, while edges represent the predicted or validated interaction between proteins (<xref ref-type="bibr" rid="B44">Xiang et al., 2021</xref>). Kyoto encyclopedia of genes and genomes (KEGG) pathway analysis and gene ontology (GO) enrichment analysis were conducted using the core targets in the DAVID database (<ext-link ext-link-type="uri" xlink:href="https://david.ncifcrf.gov/">https://david.ncifcrf.gov/</ext-link>) (<xref ref-type="bibr" rid="B14">Ke et al., 2019</xref>).</p>
</sec>
<sec id="s2-7">
<title>2.7 Quantitative real-time reverse transcription polymerase chain reaction (RT-PCR)</title>
<p>The mRNA expression was analyzed according to the previous literatures (<xref ref-type="bibr" rid="B55">Zhang H. L. et al., 2022</xref>). Total RNA was extracted from tibias using TRIzol (Invitrogen, Carlsbad, CA, United States). The RNA sample was reverse transcribed using a TOBOBlue qRT Premix with a gDNA Eraser 2.0 kit (&#x23;RTQ202, Toroivd Technology Co. Ltd., Shanghai, China). The levels of prostaglandin endoperoxide synthase 2 (PTGS2, GenePharma, Shanghai, China) were measured in a RT-PCR (7,500, Applied Biosystems, Waltham, MA, United States) using SYBR Green reagents (&#x23;QPS201, Toyobo Co. Ltd., Osaka, Japan). GAPDH was used as a housekeeping gene. The following primer sequences were available: PTGS2 (mouse)-forward: 5&#x2032;-TAC&#x200b;CCT&#x200b;CCT&#x200b;CAC&#x200b;ATC&#x200b;CCT&#x200b;GA-3&#x2032;; PTGS2 (mouse)-reversed: 5&#x2032;-CCT&#x200b;GCT&#x200b;TGA&#x200b;GTA&#x200b;TGT&#x200b;CGC&#x200b;AC-3&#x2032;; GAPDH (mouse)-forward: 5&#x2032;-CCA&#x200b;CCC&#x200b;AGA&#x200b;AGA&#x200b;CTG&#x200b;TGG&#x200b;AT-3&#x2032;; GAPDH (mouse)-reverse: 5&#x2032;- GGA&#x200b;TGC&#x200b;AGG&#x200b;GAT&#x200b;GAT&#x200b;GTT&#x200b;CT-3&#x2032;. Data are shown as the fold change relative to controls.</p>
</sec>
<sec id="s2-8">
<title>2.8 Malondialdehyde (MDA) and GSH measurements</title>
<p>MDA levels in bone were measured using an MDA assay kit (&#x23;A003-1-1, Nanjing Jiancheng Bioengineering Institute, Jiangsu, China). MDA contents were detected at 532&#xa0;nm on a microplate reader (Spectra MAX 190, Molecular Devices, Silicon Valley, CA, United States), and normalized by total protein concentration, which was analyzed using the Bradford method (&#x23;KGPBCA, KeyGen, Nanjing, China). GSH content was measured according to the method provided by the GSH and glutathione disulfide (GSSG) assay kit (&#x23;S0053, Beyotime, Shanghai, China). The absorbance of each well was measured at a wavelength of 412&#xa0;nm on a microplate reader (Spectra MAX 190).</p>
</sec>
<sec id="s2-9">
<title>2.9 Metabolomics analysis</title>
<p>The bone sample (100&#xa0;mg) was mixed with 500&#xa0;&#x3bc;L of methanol. The mixture was homogenized and sonicated. Then, 500&#xa0;&#x3bc;L of CHCl<sub>3</sub> and 200&#xa0;&#x3bc;L of water were added to the obtained mixture (<xref ref-type="bibr" rid="B10">Hu et al., 2020</xref>). After centrifugation, the bottom organic layer was transferred and lyophilized. The residue was redissolved in 200&#xa0;&#x3bc;L 10% acetonitrile. The levels of PUFAs in bone samples were determined by UPLC-MS system (ACQUITY UPLC H-Class PLUS, Waters) with an electrospray negative ionization source. The supernatant was separated on a C18 column (ACQUITY UPLC BEH C18, 2.1 &#xd7; 100&#xa0;mm, 1.7&#xa0;&#x3bc;m, Waters). The mobile phase consisted of water (A) and acetonitrile (B) at a flow rate of 0.3&#xa0;mL/min. The analysis was carried out with an elution gradient as follows: 0&#x2013;1&#xa0;min, 10%&#x2013;50% B; 1&#x2013;4&#xa0;min, 50%&#x2013;80% B; 4&#x2013;15&#xa0;min, 80%&#x2013;100% B. PUFAs were detected using the multiple reaction monitoring (<xref ref-type="sec" rid="s12">Supplementary Table S2</xref>) mode and quantified based on the respective standard curves (<xref ref-type="sec" rid="s12">Supplementary Table S3</xref>). MS data were processed using Masslynx V4.1 software (Waters, MA, United States).</p>
</sec>
<sec id="s2-10">
<title>2.10 Statistical analysis</title>
<p>Statistical analyses were conducted using GraphPad Prism 9.0 (GraphPad, CA, US). Data are presented as mean &#xb1; standard deviation (SD). Statistical comparisons were performed using one-way or two-way analysis of variance followed by Dunnett corrections to compare multiple groups. <italic>p</italic> &#x3c; 0.05 was considered statistically significant (<xref ref-type="bibr" rid="B13">Huang and Wang, 2022</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 AA/PC attenuated osteoporosis in OVX-induced mice</title>
<p>OVX-induced murine models are commonly used for postmenopausal osteoporosis research (<xref ref-type="bibr" rid="B37">Tao et al., 2021</xref>). Herein, OVX induced serious deterioration of bone microstructure (<xref ref-type="fig" rid="F1">Figure 1</xref>) and the Mod group had significantly lower BMD values than did the Sham group (<italic>p</italic> &#x3c; 0.01). Treatments with AA (<italic>p</italic> &#x3c; 0.05), PC (<italic>p</italic> &#x3c; 0.05) and AA/PC (<italic>p</italic> &#x3c; 0.01) increased BMD in OVX mice.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The AA/PC herb pair had a protective effect on osteoporosis caused by OVX <italic>in vivo</italic>. Micro-CT images showing the microarchitecture of the distal femur. IHC analysis of NFATc1 in the femur. Data are expressed as the mean &#xb1; SD (n &#x3d; 5). &#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01 compared with the OVX group. &#x23;&#x23;<italic>p</italic> &#x3c; 0.01 compared with the AA/PC group.</p>
</caption>
<graphic xlink:href="fphar-15-1378634-g001.tif"/>
</fig>
<p>NFATc1 plays a key role in regulating osteoclast-specific genes and participates in the osteoclast differentiation (<xref ref-type="bibr" rid="B53">Zeng et al., 2016</xref>). IHC results showed that NFATc1 level increased in the Mod group (<xref ref-type="fig" rid="F1">Figure 1B</xref>, <italic>p</italic> &#x3c; 0.01). Administration of AA (<italic>p</italic> &#x3c; 0.01), PC (<italic>p</italic> &#x3c; 0.01), and AA/PC (<italic>p</italic> &#x3c; 0.01) decreased the NFATc1 expression compared with the Mod group. Importantly, AA/PC had a better effect on inhibiting NFATc1 compared with AA (<italic>p</italic> &#x3c; 0.01) or PC (<italic>p</italic> &#x3c; 0.01) alone. These results indicated that AA and PC synergistically attenuated osteoporosis in OVX mice.</p>
</sec>
<sec id="s3-2">
<title>3.2 Serum pharmacochemistry and network pharmacology analysis</title>
<p>To identify the potential therapeutic substances of AA/PC, UPLC-QTOF-MS was used to analyze the serum collected after AA/PC administration. A total of five prototype compounds were identified in the serum (<xref ref-type="sec" rid="s12">Supplementary Table S1</xref>): mangiferin, magnoflorine, berberine, timosaponin BIII, and timosaponin AIII. The extracted ion chromatograms in the positive-ion mode are shown in <xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>.</p>
<p>Ferroptosis often occurs with postmenopausal osteoporosis (<xref ref-type="bibr" rid="B12">Hu Y. et al., 2022</xref>). Several compounds from AA/PC also showed anti-ferroptosis effects (<xref ref-type="bibr" rid="B51">Yi et al., 2021</xref>; <xref ref-type="bibr" rid="B59">Zhou et al., 2023</xref>). The intersection analysis of targets of absorbable components and genes of ferroptosis were then conducted (<xref ref-type="fig" rid="F2">Figure 2</xref>), which included 57 nodes and 352 edges. Among them, PTGS2 had a higher degree (27) and was considered one of the most crucial targets for the absorbable components of AA/PC. The compound target network of each absorbable component, top 10&#xa0;KEGG pathways, and top 10 enriched GO enrichment terms are shown in <xref ref-type="sec" rid="s12">Supplementary Figure S3</xref>. Collectively, these results suggested that the effect of AA/PC was closely related to ferroptosis pathways.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>PPI network construction of key targets. The &#x201c;component-target- metabolism&#x201d; network.</p>
</caption>
<graphic xlink:href="fphar-15-1378634-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 AA/PC suppressed ferroptosis</title>
<p>Lipid peroxides 4-HNE was detected to explore whether AA/PC suppressed lipid peroxidation. IHC analysis showed that OVX induced a significant increase of 4-HNE in the mouse femur (<xref ref-type="fig" rid="F3">Figure 3A</xref>, <italic>p</italic> &#x3c; 0.01), while AA (<italic>p</italic> &#x3c; 0.01), PC (<italic>p</italic> &#x3c; 0.01), and AA/PC (<italic>p</italic> &#x3c; 0.01) effectively decreased 4-HNE levels. Interestingly, AA/PC showed the best 4-HNE suppression performance.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>AA and PC exerted synergistic effects on regulating ferroptosis. <bold>(A)</bold> IHC analysis of 4-HNE in the femur. <bold>(B)</bold> The mRNA level of <italic>Ptgs2</italic> in tibias. <bold>(C)</bold> The level of MDA in tibias. Data are expressed as the mean &#xb1; SD (n &#x3d; 5). &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01 compared with the OVX group. &#x23;&#x23;<italic>p</italic> &#x3c; 0.01 compared with the AA/PC group.</p>
</caption>
<graphic xlink:href="fphar-15-1378634-g003.tif"/>
</fig>
<p>PTGS2 is a well-established regulator of ferroptosis. Our results showed that the mRNA of PTGS2 increased in the Mod group (<xref ref-type="fig" rid="F3">Figure 3B</xref>, <italic>p</italic> &#x3c; 0.01) compared with the Sham group, while AA (<italic>p</italic> &#x3c; 0.01), PC (<italic>p</italic> &#x3c; 0.01), and AA/PC (<italic>p</italic> &#x3c; 0.01) decreased the mRNA levels of PTGS2 in the OVX mouse. Compared with the AA and PC groups, the AA/PC group had lower PTGS2 expression (<italic>p</italic> &#x3c; 0.01). Additionally, the lipid peroxidation marker MDA in the mouse tibia was detected. OVX increased the MDA levels (<xref ref-type="fig" rid="F3">Figure 3C</xref>, <italic>p</italic> &#x3c; 0.01), but AA (<italic>p</italic> &#x3c; 0.01), PC (<italic>p</italic> &#x3c; 0.01), and AA/PC (<italic>p</italic> &#x3c; 0.01) treatments decreased MDA levels.</p>
</sec>
<sec id="s3-4">
<title>3.4 AA/PC activated the SLC7A11/GSH/GPX4 pathway</title>
<p>SLC7A11/GSH/GPX4 pathway is the canonical ferroptosis-suppressing signaling pathway (<xref ref-type="bibr" rid="B50">Yang et al., 2022</xref>). IHC demonstrated that SLC7A11 and GPX4 reduced in the Mod group compared with the Sham group (<xref ref-type="fig" rid="F4">Figure 4A</xref>, <italic>p</italic> &#x3c; 0.01). Meanwhile, OVX resulted in the decrease of GSH/GSSG ratio (<xref ref-type="fig" rid="F4">Figure 4B</xref>, <italic>p</italic> &#x3c; 0.01). AA, PC, and AA/PC treatments reversed the expression of SLC7A11 (<italic>p</italic> &#x3c; 0.01), GPX4 (<italic>p</italic> &#x3c; 0.01), and GSH/GSSG (<italic>p</italic> &#x3c; 0.01). AA/PC also had better performance on the stimulation of SLC7A11/GSH/GPX4 pathway compared with the AA or PC groups (<italic>p</italic> &#x3c; 0.01).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>AA and PC exerted synergistic effects on regulating GSH metabolism. <bold>(A)</bold> IHC analysis of SLC7A11 and GPX4 in the femur. <bold>(B)</bold> GSH/GSSG ratio in tibias. Data are expressed as the mean &#xb1; SD (n &#x3d; 5). &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01 compared with the OVX group. &#x23;&#x23;<italic>p</italic> &#x3c; 0.01 compared with the AA/PC group.</p>
</caption>
<graphic xlink:href="fphar-15-1378634-g004.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>3.5 AA/PC regulated the TFRC/ferritin pathway</title>
<p>Next, we investigated the expression of iron homeostasis-related markers TFRC, TF, FTH1, and FTL. Protein levels of TFRC and TF were upregulated (<xref ref-type="fig" rid="F5">Figure 5</xref>, <italic>p</italic> &#x3c; 0.01), while expressions of FTH1 and FTL were downregulated in the Mod group (<italic>p</italic> &#x3c; 0.01). AA, PC, and AA/PC decreased the protein expression of TFRC (<italic>p</italic> &#x3c; 0.01) and TF (<italic>p</italic> &#x3c; 0.01), but increased the levels of FTH1 (<italic>p</italic> &#x3c; 0.01) and FTL (<italic>p</italic> &#x3c; 0.01) compared with those of the Mod group (<italic>p</italic> &#x3c; 0.01). Compared with the single herb groups, the AA/PC group had lower expression of TFRC (<italic>p</italic> &#x3c; 0.01 for AA) and TF (<italic>p</italic> &#x3c; 0.01), but higher expression of FTH1 (<italic>p</italic> &#x3c; 0.01) and FTL (<italic>p</italic> &#x3c; 0.01). These results showed synergistic effects on the regulation of these iron homeostasis-related markers.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>AA and PC exerted synergistic effects on regulating iron metabolism. IHC analysis of TFRC, TF, FTH1, and FTL in the femur. Data are expressed as the mean &#xb1; SD (n &#x3d; 5). &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01 compared with the OVX group. &#x23;&#x23;<italic>p</italic> &#x3c; 0.01 compared with the AA/PC group.</p>
</caption>
<graphic xlink:href="fphar-15-1378634-g005.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>3.6 AA/PC mediated lipid peroxidation</title>
<p>ACSL4 is an important isozyme for PUFAs metabolism, which dictates ferroptosis sensitivity (<xref ref-type="bibr" rid="B6">Cui et al., 2021</xref>). IHC results showed that the protein levels of ACSL4 were upregulated in the Mod group compared with the Sham group (<xref ref-type="fig" rid="F6">Figure 6A</xref>, <italic>p</italic> &#x3c; 0.01), while treatments of AA, PC, and AA/PC restored these changes (<italic>p</italic> &#x3c; 0.01). AA/PC showed stronger inhibitory effects on ACSL4 expression compared with AA (<italic>p</italic> &#x3c; 0.01) or PC (<italic>p</italic> &#x3c; 0.01) alone.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>AA and PC exerted synergistic effects on regulating lipid metabolism. <bold>(A)</bold> IHC analysis of ACSL4 in the femur. <bold>(B)</bold> The plot depicts separation of PCA and OPLS-DA of tibias from different groups. <bold>(C)</bold> Targeted metabolomic analyses of tibias were performed using UPLC-MS to measure the concentration of adrenic acid, arachidonic acid, and dihomo-&#x3b3;-linolenic acid. Data are expressed as the mean &#xb1; SD (n &#x3d; 5). &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01 compared with the OVX group. &#x23;&#x23;<italic>p</italic> &#x3c; 0.01 compared with the AA/PC group.</p>
</caption>
<graphic xlink:href="fphar-15-1378634-g006.tif"/>
</fig>
<p>Metabolomics analysis was carried out to investigate the mechanism underlying the effect of AA/PC on osteoporosis. We compared the contents of individual PUFAs in the tibia from different groups. Targeted metabolomics data showed that the AA/PC groups were closer to the Sham group in both principal component analysis (PCA) (<xref ref-type="fig" rid="F6">Figure 6B</xref>) and orthogonal partial least-squares discriminant analysis (OPLS-DA). These data indicated that the PUFAs metabolic profiles were reversed by AA/PC treatment. Meanwhile, the contents of adrenic acid (ADA) (<xref ref-type="fig" rid="F6">Figure 6C</xref>, <italic>p</italic> &#x3c; 0.01), arachidonic acid (ARA) (<italic>p</italic> &#x3c; 0.01), and dihomo-&#x3b3;-linolenic acid (DGLA, <italic>p</italic> &#x3c; 0.01) in the Mod group were higher than those in the Sham group. AA/PC reduced ADA (<italic>p</italic> &#x3c; 0.01), AA (<italic>p</italic> &#x3c; 0.01), and DGLA (<italic>p</italic> &#x3c; 0.01) compared with those in the Mod group. Other PUFAs are shown in <xref ref-type="sec" rid="s12">Supplementary Figure S4</xref>.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>The herb pair AA/PC provides promising therapeutic benefits for osteoporosis treatment (<xref ref-type="bibr" rid="B46">Xu et al., 2022b</xref>). However, the effects of AA/PC on ferroptosis remains unclear. To better understand the pharmacological mechanism of AA/PC, we used an integrated strategy that combined serum pharmacochemistry, network pharmacology analysis, and <italic>in vivo</italic> experimental validations. Our results indicate that AA/PC has synergistic effects on regulating GSH, iron, and lipid metabolism, subsequently inhibiting ferroptosis in bone and attenuating postmenopausal osteoporosis.</p>
<p>The femur is a high-risk area for pathological fractures caused by osteoporosis, and is commonly used to detect the anti-osteoporosis activity of drugs (<xref ref-type="bibr" rid="B3">Blain et al., 2008</xref>; <xref ref-type="bibr" rid="B56">Zhang et al., 2024</xref>). Therefore, this study mainly focused on the femur of OVX mice. Besides, postmenopausal women are the main population for osteoporosis. Ferroptosis acts as one of the critical pathogenic factors in postmenopausal osteoporosis. Clinical studies have shown that serum ferritin levels in postmenopausal women increase by 2&#x2013;3 times (<xref ref-type="bibr" rid="B16">Kim C. et al., 2012</xref>). Natural compounds show potential as therapeutics for postmenopausal osteoporosis by intervening in ferroptosis. Aconine can regulate osteoclast ferroptosis by suppressing GPX4 and upregulating ACSL4 (<xref ref-type="bibr" rid="B47">Xue et al., 2023</xref>). Fructus <italic>Ligustri Lucidi</italic> significantly suppresses ferroptosis, protects osteogenic ability, and promotes the Nrf2/HO-1 signaling pathway (<xref ref-type="bibr" rid="B21">Li et al., 2023</xref>). Our work aims to screen the most promising gene targets and pathways for the treatment of postmenopausal osteoporosis with AA/PC.</p>
<p>Herein, AA/PC significantly improved BMD values and bone microarchitecture in OVX-induced mice. Postmenopausal osteoporosis is characterized by elevated bone resorption activity. Osteoclasts are responsible for this, and suppressing osteoclast overactivity has been shown to serve as an effective therapy in clinical treatment (<xref ref-type="bibr" rid="B18">Li et al., 2022</xref>). Interestingly, AA and PC had synergistic effects on inhibiting the master regulator of osteoclastogenesis, NFATc1. According to serum pharmacology, active components are initially absorbed into the blood, after which they can regulate pathological processes (<xref ref-type="bibr" rid="B26">Mahana et al., 2023</xref>). Herein, five compounds were detected in the serum of OVX mice after AA/PC administration. Recent findings and our previous work have shown that mangiferin from AA, and berberine and magnoflorine from PC, suppress osteoclast differentiation (<xref ref-type="bibr" rid="B34">Sun et al., 2020</xref>; <xref ref-type="bibr" rid="B9">Han and Kim, 2019</xref>). Although the effects of timosaponin BIII and timosaponin AIII on osteoclastogenesis are not well understood, studies have reported that this kind of steroidal saponin protects osteoblasts and promotes bone formation <italic>in vitro</italic> and <italic>in vivo</italic> (<xref ref-type="bibr" rid="B40">Wang et al., 2020</xref>). Our results herein suggest that the therapeutic effects of AA/PC might be attributed to these absorbable components. Subsequent network pharmacology revealed the combined mechanisms of these absorbable components on ferroptosis. We discovered that unique compounds interact with multiple targets, and participate in the supervision of multiple targets. For example: 3 targets in mangiferin, 37 in timosaponin AIII, 4 in timosaponin BIII, 98 in berberine, and 99 in magnoflorine. This indicates that these compounds may have complementary and synergistic therapeutic effects in treating osteoporosis.</p>
<p>Oxidative stress and lipid peroxidation caused by estrogen deficiency are regarded the main causes of elevated bone resorption activity. Herein, AA and PC suppressed lipid peroxidation in OVX mice, evidenced by downregulation of 4-HNE, PTGS2, and MDA. GSH is among the most important cellular antioxidants, and acts as a crucial cofactor for GPX4. SLC7A11 controls the intracellular cystine for GSH synthesis (<xref ref-type="bibr" rid="B38">Ursini and Maiorino, 2020</xref>). Our previous work revealed that activation of the SLC7A11/GPX4 signaling pathway inhibits the onset of ferroptosis, and eventually attenuates osteoporosis (<xref ref-type="bibr" rid="B45">Xu et al., 2022a</xref>). Among absorbable components in AA, mangiferin has acted as a ferroptosis inhibitor through the Keap1/Nrf2/SLC7A11/GPX4 pathway in osteoporosis mice (<xref ref-type="bibr" rid="B7">Deng et al., 2024</xref>). Our work herein showed, for the first time, that AA/PC, especially AA, can upregulate expressions of SLC7A11 and GPX4, as well as the GSH/GSSG ratio, in the bone of OVX mice. Interestingly, we found AA/PC had better performance for activating the SLC7A11/GSH/GPX4 pathway than AA or PC alone.</p>
<p>ASCL4 upregulation also contributes to lipid peroxidation (<xref ref-type="bibr" rid="B57">Zhang Z. et al., 2022</xref>). PUFA-containing phospholipids are the main substrates of lipid peroxidation in ferroptosis, which is positively regulated by ACSL4 (<xref ref-type="bibr" rid="B23">Liu et al., 2022a</xref>). According to network pharmacology analysis, both AA and PC may regulate ACSL4. <italic>In vivo</italic> experiments confirmed that AA and PC could reduce the expression of ACSL4 in OVX mice. AA and PC showed a synergistic inhibition effect on ACSL4. Furthermore, we conducted a lipid profiling analysis using UPLC-MS/MS. ARA and ADA are the main substrates of lipid peroxidation in ferroptosis (<xref ref-type="bibr" rid="B36">Tang et al., 2021</xref>). Our results show that the contents of ARA and ADA increased in the Mod group compared with those in the Sham group, while AA and PC restored this change. DGLA has been observed to trigger ferroptosis (<xref ref-type="bibr" rid="B30">Perez et al., 2020</xref>). AA and PC could reduce the contents of DGLA in OVX mice. Consistently, AA/PC showed better regulation effects on the PUFA profile than did the single herb group.</p>
<p>Furthermore, accumulation of intracellular iron promotes lipid peroxidation, leading to ferroptosis (<xref ref-type="bibr" rid="B29">Park and Chung, 2019</xref>). TF is an iron-binding serum protein and TFRC induces cellular uptake of iron from TF. FTH1/FTL are intracellular iron storage proteins (<xref ref-type="bibr" rid="B24">Liu et al., 2022b</xref>). Previous studies showed that berberine from PC reduced TFRC but increased FTH in imatinib mesylate-induced H9c2 cells and mice (<xref ref-type="bibr" rid="B33">Song et al., 2023</xref>). The PPI network herein revealed that the five absorbable components of AA/PC were closely related to the TFRC/ferritin pathway. The pharmacological experiments further confirmed that AA/PC, especially PC, rescued the TFRC/ferritin pathway in the bone of OVX mice. Interestingly, we that found AA/PC had better performance on activating the TFRC/ferritin pathway than did AA or PC alone.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>Our cumulative findings indicate that the herb pair AA/PC reduced bone resorption and alleviated osteoporosis in OVX mice. By integrating serum pharmacochemistry and network pharmacology, five absorbable components of AA/PC were found to contribute to the inhibitory effects on ferroptosis. <italic>In vivo</italic> experiments showed that AA and PC synergistically activated the SLC7A11/GSH/GPX4 pathway, suppressed ACSL4, and inhibited the TFRC/ferritin pathway. Our findings reveal a combined mechanism of the AA/PC herb pair for postmenopausal osteoporosis treatment, and provide a rational approach for clarifying the composition rules of traditional Chinese medicine.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s12">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The animal study was approved by Animal Care and Use Committee of Zhejiang Academy of Traditional Chinese Medicine. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>XD: Investigation, Writing&#x2013;original draft. WX: Investigation, Writing&#x2013;original draft. BL: Methodology, Writing&#x2013;original draft. FW: Validation, Writing&#x2013;original draft. LS: Data curation, Writing&#x2013;original draft. NW: Conceptualization, Supervision, Writing&#x2013;review and editing, Writing&#x2013;original draft.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the National Natural Science Foundation of China [grant number 82374012, 81973447]; Zhejiang Provincial Natural Science Foundation of China [grant number TGC24H280004]; Zhejiang Provincial Medicine Foundation [grant number 2024ZR007, 2024ZR001, 2024KY867, 2022ZX002, GZY-ZJ-KJ-23006]; State Administration of Traditional Chinese Medicine Science and Technology Department-Zhejiang Provincial Administration of Traditional Chinese Medicine Co-construction of Key Laboratory of Research on Prevention and Treatment for depression syndrome [grant number GZY-ZJ-SY-2402].</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2024.1378634/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2024.1378634/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aihaiti</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Song Cai</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Tuerhong</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Ni Yang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Shi Zheng</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Therapeutic effects of naringin in rheumatoid arthritis: network pharmacology and experimental validation</article-title>. <source>Front. Pharmacol.</source> <volume>12</volume>, <fpage>672054</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2021.672054</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ali</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Figeac</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Caci</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ditzel</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Schmal</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Kerckhofs</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>High-fat diet-induced obesity augments the deleterious effects of estrogen deficiency on bone: evidence from ovariectomized mice</article-title>. <source>Aging Cell</source> <volume>21</volume>, <fpage>e13726</fpage>. <pub-id pub-id-type="doi">10.1111/acel.13726</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Blain</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chavassieux</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Portero-Muzy</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Bonnel</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Canovas</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Chammas</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Cortical and trabecular bone distribution in the femoral neck in osteoporosis and osteoarthritis</article-title>. <source>Bone</source> <volume>43</volume>, <fpage>862</fpage>&#x2013;<lpage>868</lpage>. <pub-id pub-id-type="doi">10.1016/j.bone.2008.07.236</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>Q. C.</given-names>
</name>
<name>
<surname>Pu</surname>
<given-names>Y. L.</given-names>
</name>
<name>
<surname>Bi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Protective effects of berberine on senile osteoporosis in mice</article-title>. <source>J. Bone Min. Metab.</source> <volume>39</volume>, <fpage>748</fpage>&#x2013;<lpage>756</lpage>. <pub-id pub-id-type="doi">10.1007/s00774-021-01225-2</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Klionsky</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Ferroptosis: machinery and regulation</article-title>. <source>Autophagy</source> <volume>17</volume>, <fpage>2054</fpage>&#x2013;<lpage>2081</lpage>. <pub-id pub-id-type="doi">10.1080/15548627.2020.1810918</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Shao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>ACSL4 exacerbates ischemic stroke by promoting ferroptosis-induced brain injury and neuroinflammation</article-title>. <source>Brain Behav. Immun.</source> <volume>93</volume>, <fpage>312</fpage>&#x2013;<lpage>321</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbi.2021.01.003</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deng</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Mangiferin attenuates osteoporosis by inhibiting osteoblastic ferroptosis through Keap1/Nrf2/SLC7A11/GPX4 pathway</article-title>. <source>Phytomedicine</source> <volume>124</volume>, <fpage>155282</fpage>. <pub-id pub-id-type="doi">10.1016/j.phymed.2023.155282</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Xiong</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Ferroptosis &#x2013; a new target of osteoporosis</article-title>. <source>Exp. Gerontol.</source> <volume>165</volume>, <fpage>111836</fpage>. <pub-id pub-id-type="doi">10.1016/j.exger.2022.111836</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Han</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>Y. K.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Berberine suppresses RANKL-induced osteoclast differentiation by inhibiting c-Fos and NFATc1 expression</article-title>. <source>Am. J. Chin. Med.</source> <volume>47</volume>, <fpage>439</fpage>&#x2013;<lpage>455</lpage>. <pub-id pub-id-type="doi">10.1142/S0192415X19500228</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Untargeted lipidomics reveals specific lipid abnormalities in nonfunctioning human pituitary adenomas</article-title>. <source>J. Proteome. Res.</source> <volume>19</volume>, <fpage>455</fpage>&#x2013;<lpage>463</lpage>. <pub-id pub-id-type="doi">10.1021/acs.jproteome.9b00637</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Di</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Combining network pharmacology, RNA-seq, and metabolomics strategies to reveal the mechanism of Cimicifugae Rhizoma - smilax glabra Roxb herb pair for the treatment of psoriasis</article-title>. <source>Phytomedicine</source> <volume>105</volume>, <fpage>154384</fpage>. <pub-id pub-id-type="doi">10.1016/j.phymed.2022.154384</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ding</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Identification of ferroptosis-associated biomarkers for the potential diagnosis and treatment of postmenopausal osteoporosis</article-title>. <source>Front. Endocrinol.</source> <volume>13</volume>, <fpage>986384</fpage>. <pub-id pub-id-type="doi">10.3389/fendo.2022.986384</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Downregulation of METTL14 improves postmenopausal osteoporosis via IGF2BP1 dependent posttranscriptional silencing of SMAD1</article-title>. <source>Cell Death Dis.</source> <volume>13</volume>, <fpage>919</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-022-05362-y</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ke</surname>
<given-names>Z. B.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Y. P.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Y. Z.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X. D.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>J. B.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Identification of key genes and pathways in benign prostatic hyperplasia</article-title>. <source>J. Cell Physiol.</source> <volume>234</volume>, <fpage>19942</fpage>&#x2013;<lpage>19950</lpage>. <pub-id pub-id-type="doi">10.1002/jcp.28592</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>B. J.</given-names>
</name>
<name>
<surname>Ahn</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Bae</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>E. H.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>H. K.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>Iron overload accelerates bone loss in healthy postmenopausal women and middle-aged men: a 3-year retrospective longitudinal study</article-title>. <source>J. Bone Min. Res.</source> <volume>27</volume>, <fpage>2279</fpage>&#x2013;<lpage>2290</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.1692</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Nan</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kong</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Harlow</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Changes in iron measures over menopause and associations with insulin resistance</article-title>. <source>J. Womens Health.</source> <volume>21</volume>, <fpage>872</fpage>&#x2013;<lpage>877</lpage>. <pub-id pub-id-type="doi">10.1089/jwh.2012.3549</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Suh</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>H. N.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>A. Y.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Shin</surname>
<given-names>C. S.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Berberine promotes osteoblast differentiation by Runx2 activation with p38 MAPK</article-title>. <source>J. Bone Min. Res.</source> <volume>23</volume>, <fpage>1227</fpage>&#x2013;<lpage>1237</lpage>. <pub-id pub-id-type="doi">10.1359/jbmr.080325</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Gong</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Yao</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Puerarin improves OVX-induced osteoporosis by regulating phospholipid metabolism and biosynthesis of unsaturated fatty acids based on serum metabolomics</article-title>. <source>Phytomedicine</source> <volume>102</volume>, <fpage>154198</fpage>. <pub-id pub-id-type="doi">10.1016/j.phymed.2022.154198</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>H. L.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Z. J.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Z. T.</given-names>
</name>
<name>
<surname>Mao</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2020b</year>). <article-title>Ferroptosis: past, present and future</article-title>. <source>Cell Death Dis.</source> <volume>11</volume>, <fpage>88</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-020-2298-2</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2020a</year>). <article-title>The relationship between bone marrow adipose tissue and bone metabolism in postmenopausal osteoporosis</article-title>. <source>Cytokine Growth Factor Rev.</source> <volume>52</volume>, <fpage>88</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1016/j.cytogfr.2020.02.003</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Fructus <italic>Ligustri Lucidi</italic> inhibits ferroptosis in ovariectomy-induced osteoporosis in rats via the Nrf2/HO-1 signaling pathway</article-title>. <source>Biomed. Rep.</source> <volume>20</volume>, <fpage>27</fpage>. <pub-id pub-id-type="doi">10.3892/br.2023.1715</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Structural characterization and anti-osteoporosis effect of an arabinomannan from Anemarrhena asphodeloides Bge</article-title>. <source>Int. J. Biol. Macromol.</source> <volume>231</volume>, <fpage>123324</fpage>. <pub-id pub-id-type="doi">10.1016/j.ijbiomac.2023.123324</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2022a</year>). <article-title>Signaling pathways and defense mechanisms of ferroptosis</article-title>. <source>FEBS J.</source> <volume>289</volume>, <fpage>7038</fpage>&#x2013;<lpage>7050</lpage>. <pub-id pub-id-type="doi">10.1111/febs.16059</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ren</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Bie</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2022b</year>). <article-title>The NSUN5-FTH1/FTL pathway mediates ferroptosis in bone marrow-derived mesenchymal stem cells</article-title>. <source>Cell Death Discov.</source> <volume>8</volume>, <fpage>99</fpage>. <pub-id pub-id-type="doi">10.1038/s41420-022-00902-z</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xing</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>An integrated strategy for evaluation of sulfur-fumigated edible herb Astragali Radix based on UPLC-MS/MS platforms and pharmacological analysis</article-title>. <source>Food Funct.</source> <volume>12</volume>, <fpage>5539</fpage>&#x2013;<lpage>5550</lpage>. <pub-id pub-id-type="doi">10.1039/d0fo02567d</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mahana</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hammoda</surname>
<given-names>H. M.</given-names>
</name>
<name>
<surname>Khalifa</surname>
<given-names>A. A.</given-names>
</name>
<name>
<surname>Elblehi</surname>
<given-names>S. S.</given-names>
</name>
<name>
<surname>Harraz</surname>
<given-names>F. M.</given-names>
</name>
<name>
<surname>Shawky</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Integrated serum pharmacochemistry and network pharmacology analyses reveal the bioactive metabolites and potential functional mechanism of ground cherry (Physalis pruinosa L.) in treatment of type 2 diabetes mellitus in rats</article-title>. <source>J. Ethnopharmacol.</source> <volume>300</volume>, <fpage>115750</fpage>. <pub-id pub-id-type="doi">10.1016/j.jep.2022.115750</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Michopoulos</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Lai</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Gika</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Theodoridis</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>UPLC-MS-based analysis of human plasma for metabonomics using solvent precipitation or solid phase extraction</article-title>. <source>J. Proteome Res.</source> <volume>8</volume>, <fpage>2114</fpage>&#x2013;<lpage>2121</lpage>. <pub-id pub-id-type="doi">10.1021/pr801045q</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x2019;Boyle</surname>
<given-names>N. M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Towards a Universal SMILES representation - a standard method to generate canonical SMILES based on the InChI</article-title>. <source>J. Cheminform.</source> <volume>4</volume>, <fpage>22</fpage>. <pub-id pub-id-type="doi">10.1186/1758-2946-4-22</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Park</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Chung</surname>
<given-names>S. W.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>ROS-mediated autophagy increases intracellular iron levels and ferroptosis by ferritin and transferrin receptor regulation</article-title>. <source>Cell Death Dis.</source> <volume>10</volume>, <fpage>822</fpage>. <pub-id pub-id-type="doi">10.1038/s41419-019-2064-5</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perez</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Magtanong</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Dixon</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Watts</surname>
<given-names>J. L.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Dietary lipids induce ferroptosis in caenorhabditiselegans and human cancer cells</article-title>. <source>Dev. Cell.</source> <volume>54</volume>, <fpage>447</fpage>&#x2013;<lpage>454</lpage>. <pub-id pub-id-type="doi">10.1016/j.devcel.2020.06.019</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname>
<given-names>X. B.</given-names>
</name>
<name>
<surname>Ding</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>L. Z.</given-names>
</name>
<name>
<surname>Ni</surname>
<given-names>J. Z.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Total extract of Anemarrhenae Rhizoma attenuates bleomycin-induced pulmonary fibrosis in rats</article-title>. <source>Bioorg. Chem.</source> <volume>119</volume>, <fpage>105546</fpage>. <pub-id pub-id-type="doi">10.1016/j.bioorg.2021.105546</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Zi Shen Wan Fang attenuates neuroinflammation and cognitive function via remodeling the gut microbiota in diabetes-induced cognitive impairment mice</article-title>. <source>Front. Pharmacol.</source> <volume>13</volume>, <fpage>898360</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2022.898360</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Song</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Berberine hydrochloride alleviates imatinib mesylate - induced cardiotoxicity through the inhibition of Nrf2-dependent ferroptosis</article-title>. <source>Food Funct.</source> <volume>14</volume>, <fpage>1087</fpage>&#x2013;<lpage>1098</lpage>. <pub-id pub-id-type="doi">10.1039/d2fo03331c</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Jia</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Magnoflorine suppresses MAPK and NF-&#x3ba;B signaling to prevent inflammatory osteolysis induced by titanium particles <italic>in vivo</italic> and osteoclastogenesis via RANKL <italic>in vitro</italic>
</article-title>. <source>Front. Pharmacol.</source> <volume>11</volume>, <fpage>389</fpage>. <pub-id pub-id-type="doi">10.3389/fphar.2020.00389</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Szklarczyk</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Gable</surname>
<given-names>A. L.</given-names>
</name>
<name>
<surname>Nastou</surname>
<given-names>K. C.</given-names>
</name>
<name>
<surname>Lyon</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kirsch</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Pyysalo</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>The STRING database in 2021: customizable protein-protein networks, and functional characterization of user-uploaded gene/measurement sets</article-title>. <source>Nucleic Acids Res.</source> <volume>49</volume>, <fpage>D605</fpage>&#x2013;<lpage>D612</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkaa1074</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kroemer</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Ferroptosis: molecular mechanisms and health implications</article-title>. <source>Cell Res.</source> <volume>31</volume>, <fpage>107</fpage>&#x2013;<lpage>125</lpage>. <pub-id pub-id-type="doi">10.1038/s41422-020-00441-1</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Urolithin A suppresses RANKL-induced osteoclastogenesis and postmenopausal osteoporosis by, suppresses inflammation and downstream NF-&#x3ba;B activated pyroptosis pathways</article-title>. <source>Pharmacol. Res.</source> <volume>174</volume>, <fpage>105967</fpage>. <pub-id pub-id-type="doi">10.1016/j.phrs.2021.105967</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ursini</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Maiorino</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Lipid peroxidation and ferroptosis: the role of GSH and GPx4</article-title>. <source>Free Radic. Biol. Med.</source> <volume>152</volume>, <fpage>175</fpage>&#x2013;<lpage>185</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2020.02.027</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Pu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Nie</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Integrated serum pharmacochemistry and network pharmacological analysis used to explore possible anti-rheumatoid arthritis mechanisms of the Shentong-Zhuyu decoction</article-title>. <source>J. Ethnopharmacol.</source> <volume>273</volume>, <fpage>113988</fpage>. <pub-id pub-id-type="doi">10.1016/j.jep.2021.113988</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Yao</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Timosaponin AIII attenuates inflammatory injury in AGEs-induced osteoblast and alloxan-induced diabetic osteoporosis zebrafish by modulating the RAGE/MAPK signaling pathways</article-title>. <source>Phytomedicine</source> <volume>75</volume>, <fpage>153247</fpage>. <pub-id pub-id-type="doi">10.1016/j.phymed.2020.153247</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Shou</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Timosaponin BII improved osteoporosis caused by hyperglycemia through promoting autophagy of osteoblasts via suppressing the mTOR/NF&#x3ba;B signaling pathway</article-title>. <source>Free Radic. Biol. Med.</source> <volume>171</volume>, <fpage>112</fpage>&#x2013;<lpage>123</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2021.05.014</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zou</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Traditional Chinese medicine Gegen Qinlian decoction ameliorates irinotecan chemotherapy-induced gut toxicity in mice</article-title>. <source>Biomed. Pharmacother.</source> <volume>109</volume>, <fpage>2252</fpage>&#x2013;<lpage>2261</lpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2018.11.095</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xia</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zou</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Fang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Ge</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Bushenhuoxue formula promotes osteogenic differentiation of growth plate chondrocytes through &#x3b2;-catenin-dependent manner during osteoporosis</article-title>. <source>Biomed. Pharmacother.</source> <volume>127</volume>, <fpage>110170</fpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2020.110170</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Gong</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Predicting protein-protein interactions via gated graph attention signed network</article-title>. <source>Biomolecules</source> <volume>11</volume>, <fpage>799</fpage>. <pub-id pub-id-type="doi">10.3390/biom11060799</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2022a</year>). <article-title>Anti-osteoporosis effects of Anemarrhenae Rhizoma/Phellodendri Chinensis Cortex herb pair and its major active components in diabetic rats and zebrafish</article-title>. <source>J. Ethnopharmacol.</source> <volume>293</volume>, <fpage>115269</fpage>. <pub-id pub-id-type="doi">10.1016/j.jep.2022.115269</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2022b</year>). <article-title>VDR activation attenuates osteoblastic ferroptosis and senescence by stimulating the Nrf2/GPX4 pathway in age-related osteoporosis</article-title>. <source>Free Radic. Biol. Med.</source> <volume>193</volume>, <fpage>720</fpage>&#x2013;<lpage>735</lpage>. <pub-id pub-id-type="doi">10.1016/j.freeradbiomed.2022.11.013</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xue</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Kui</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Da</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Aconine attenuates osteoclast-mediated bone resorption and ferroptosis to improve osteoporosis via inhibiting NF-&#x3ba;B signaling</article-title>. <source>Front. Endocrinol.</source> <volume>14</volume>, <fpage>1234563</fpage>. <pub-id pub-id-type="doi">10.3389/fendo.2023.1234563</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yan</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>An</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Research progress of ferroptosis regulatory network and bone remodeling in osteoporosis</article-title>. <source>Front. Public Health</source> <volume>10</volume>, <fpage>910675</fpage>. <pub-id pub-id-type="doi">10.3389/fpubh.2022.910675</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>R. Z.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>W. N.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>H. L.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>X. F.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>L. S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Exosomes derived from vascular endothelial cells antagonize glucocorticoid-induced osteoporosis by inhibiting ferritinophagy with resultant limited ferroptosis of osteoblasts</article-title>. <source>J. Cell Physiol.</source> <volume>236</volume>, <fpage>6691</fpage>&#x2013;<lpage>6705</lpage>. <pub-id pub-id-type="doi">10.1002/jcp.30331</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Mu</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Targeting ferroptosis suppresses osteocyte glucolipotoxicity and alleviates diabetic osteoporosis</article-title>. <source>Bone Res.</source> <volume>10</volume>, <fpage>26</fpage>. <pub-id pub-id-type="doi">10.1038/s41413-022-00198-w</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Qin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Berberine alleviates liver fibrosis through inducing ferrous redox to activate ROS-mediated hepatic stellate cells ferroptosis</article-title>. <source>Cell death Discov.</source> <volume>7</volume>, <fpage>374</fpage>. <pub-id pub-id-type="doi">10.1038/s41420-021-00768-7</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Sorafenib attenuates liver fibrosis by triggering hepatic stellate cell ferroptosis via HIF-1&#x3b1;/SLC7A11 pathway</article-title>. <source>Cell Prolif.</source> <volume>55</volume>, <fpage>e13158</fpage>. <pub-id pub-id-type="doi">10.1111/cpr.13158</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeng</surname>
<given-names>X. Z.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>L. G.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y. Y.</given-names>
</name>
<name>
<surname>Tao</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Aconine inhibits RANKL-induced osteoclast differentiation in RAW264.7 cells by suppressing NF-&#x3ba;B and NFATc1 activation and DC-STAMP expression</article-title>. <source>Acta. Pharmacol. Sin.</source> <volume>37</volume>, <fpage>255</fpage>&#x2013;<lpage>263</lpage>. <pub-id pub-id-type="doi">10.1038/aps.2015.85</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Anti-osteoporosis activity of Sanguinarine in preosteoblast MC3T3-E1 cells and an ovariectomized rat model</article-title>. <source>J. Cell Physiol.</source> <volume>233</volume>, <fpage>4626</fpage>&#x2013;<lpage>4633</lpage>. <pub-id pub-id-type="doi">10.1002/jcp.26187</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>H. L.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>B. X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Z. L.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Shan</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>Z. P.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>PKC&#x3b2;II phosphorylates ACSL4 to amplify lipid peroxidation to induce ferroptosis</article-title>. <source>Nat. Cell Biol.</source> <volume>24</volume>, <fpage>88</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1038/s41556-021-00818-3</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Qin</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Qi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zu</surname>
<given-names>F.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>gCTRP3 inhibits oophorectomy-induced osteoporosis by activating the AMPK/SIRT1/Nrf2 signaling pathway in mice</article-title>. <source>Mol. Med. Rep.</source> <volume>30</volume>, <fpage>133</fpage>. <pub-id pub-id-type="doi">10.3892/mmr.2024.13257</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Ji</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y. N.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Maresin1 suppresses high-glucose-induced ferroptosis in osteoblasts via NRF2 activation in type 2 diabetic osteoporosis</article-title>. <source>Cells</source> <volume>11</volume>, <fpage>2560</fpage>. <pub-id pub-id-type="doi">10.3390/cells11162560</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Huai</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Compatibility effects of herb pair Phellodendri chinensis cortex and Anemarrhenae rhizoma on benign prostatic hyperplasia using targeted metabolomics</article-title>. <source>Biomed. Chromatogr.</source> <volume>32</volume>, <fpage>e4296</fpage>. <pub-id pub-id-type="doi">10.1002/bmc.4296</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ouyang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Timosaponin AIII promotes non-small-cell lung cancer ferroptosis through targeting and facilitating HSP90 mediated GPX4 ubiquitination and degradation</article-title>. <source>Int. J. Biol. Sci.</source> <volume>19</volume>, <fpage>1471</fpage>&#x2013;<lpage>1489</lpage>. <pub-id pub-id-type="doi">10.7150/ijbs.77979</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Shan</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Tan</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Q.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Mechanism of protective effect of xuan-Bai-cheng-qi decoction on LPS-induced acute lung injury based on an integrated network pharmacology and RNA-sequencing approach</article-title>. <source>Respir. Res.</source> <volume>22</volume>, <fpage>188</fpage>. <pub-id pub-id-type="doi">10.1186/s12931-021-01781-1</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>