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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2025.1734512</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Systematic Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Emodin for pulmonary fibrosis: a systematic review and meta-analysis of efficacy and molecular mechanisms</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhou</surname>
<given-names>Xubang</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Sima</surname>
<given-names>Mingwei</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Fang</surname>
<given-names>Zhengyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Yan</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
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<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Moxuan</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3045447"/>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yueqi</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Jiayu</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bi</surname>
<given-names>Yan</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yue</surname>
<given-names>Donghui</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><label>1</label><institution>College of Basic Medicine, Changchun University of Chinese Medicine</institution>, <city>Changchun</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>College of Traditional Chinese Medicine, Chang Chun University of Chinese Medicine</institution>, <city>Changchun</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>College of Continuing Education, Changchun University of Chinese Medicine</institution>, <city>Changchun</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Yan Bi, <email xlink:href="mailto:biyan407@126.com">biyan407@126.com</email>; Donghui Yue, <email xlink:href="mailto:yuedonghui7776@outlook.com">yuedonghui7776@outlook.com</email></corresp>
<fn fn-type="equal" id="fn0001">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-09">
<day>09</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1734512</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>18</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Zhou, Sima, Fang, Cui, Han, Wang, Liu, Bi and Yue.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Zhou, Sima, Fang, Cui, Han, Wang, Liu, Bi and Yue</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-09">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>This systematic review and meta-analysis aimed to evaluate emodin&#x2019;s therapeutic efficacy in animal models of pulmonary fibrosis (PF) and summarize its anti-fibrotic mechanisms, providing a theoretical basis for the application of emodin in the clinical treatment of fibrosis.</p>
</sec>
<sec>
<title>Methods</title>
<p>A comprehensive literature search was conducted across 4 major international databases and 4 Chinese databases through July 2025. Study quality was assessed using the SYRCLE risk of bias tool. The mean difference (MD) or standardized mean difference (SMD) with 95% confidence intervals (CIs) was used to evaluate emodin&#x2019;s effects on fibrosis severity, histopathological damage, inflammation, oxidative stress, and epithelial-mesenchymal transition (EMT).</p>
</sec>
<sec>
<title>Results</title>
<p>Meta-analysis revealed emodin significantly attenuated PF across multiple scales [Szapiel score: SMD&#x202F;=&#x202F;&#x2212;1.73, 95% CI: &#x2212;2.02 to &#x2212;1.43; Ashcroft score: SMD&#x202F;=&#x202F;&#x2212;3.10, 95% CI: &#x2212;4.40 to &#x2212;1.79; fibrotic area: SMD&#x202F;=&#x202F;&#x2212;4.97, 95% CI: &#x2212;7.87 to &#x2212;2.08]. Emodin substantially reduced hydroxyproline content (SMD&#x202F;=&#x202F;&#x2212;1.91, 95% CI: &#x2212;2.42 to &#x2212;1.41) and collagen deposition, while improving alveolitis (SMD&#x202F;=&#x202F;&#x2212;1.89, 95% CI: &#x2212;2.21 to &#x2212;1.57) and lung coefficients (SMD&#x202F;=&#x202F;&#x2212;1.35, 95% CI: &#x2212;2.06 to &#x2212;0.65). Emodin also mitigated inflammation by reducing pulmonary levels of IL-6 (SMD&#x202F;=&#x202F;&#x2212;3.86, 95% CI: &#x2212;6.21 to &#x2212;1.51), IL-1&#x03B2; (SMD&#x202F;=&#x202F;&#x2212;3.21, 95% CI: &#x2212;4.90 to &#x2212;1.53), and TNF-<italic>&#x03B1;</italic> (SMD&#x202F;=&#x202F;&#x2212;3.31, 95% CI: &#x2212;3.96 to &#x2212;2.67). Additionally, it attenuated oxidative stress and inhibited EMT by elevating SOD activity (SMD&#x202F;=&#x202F;4.69, 95% CI: 3.59 to 5.80) while decreasing MDA (SMD&#x202F;=&#x202F;&#x2212;3.58, 95% CI: &#x2212;4.48 to &#x2212;2.68) and TGF-&#x03B2; levels (SMD&#x202F;=&#x202F;&#x2212;2.72, 95% CI: &#x2212;3.41 to &#x2212;2.02).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Emodin effectively alleviates PF through reducing collagen deposition, attenuating inflammation, suppressing oxidative stress, and inhibiting EMT. Subgroup analyses indicated that heterogeneity across studies was partly attributable to variations in dosing regimens and animal species. Further investigation into the anti-fibrotic properties of emodin is warranted to facilitate its therapeutic development.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p>CRD420251131483, <ext-link xlink:href="https://www.crd.york.ac.uk/PROSPERO/view/CRD420251131483" ext-link-type="uri">https://www.crd.york.ac.uk/PROSPERO/view/CRD420251131483</ext-link>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>emodin</kwd>
<kwd>pulmonary fibrosis</kwd>
<kwd>animal models</kwd>
<kwd>inflammation</kwd>
<kwd>oxidative stress</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the Natural Science Foundation of Jilin Province 470 (No. YDZJ202201ZYTS174).</funding-statement>
</funding-group>
<counts>
<fig-count count="10"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="17"/>
<word-count count="9271"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pulmonary Medicine</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Pulmonary fibrosis (PF) represents the end-stage manifestation of interstitial lung diseases triggered by diverse etiological factors, including infection, pharmacological agents, chemical exposures, and particulate matter (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). Idiopathic pulmonary fibrosis (IPF), the most common form, has an incidence of 3&#x2013;9 cases per 100,000 people per year, with higher rates in North America and Europe (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>). The disease has a poor prognosis. Median survival is 2&#x2013;3&#x202F;years without treatment and 3&#x2013;4&#x202F;years with current antifibrotic therapy, which is comparable to many malignancies (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>The pathogenesis of PF involves fibroblast proliferation, extracellular matrix (ECM) accumulation, and epithelial-mesenchymal transition (EMT). EMT is a process where epithelial cells lose their characteristics and acquire mesenchymal phenotypes, thereby contributing to fibroblast accumulation. Other key mechanisms include oxidative stress, inflammation, and ECM deposition (<xref ref-type="bibr" rid="ref6 ref7 ref8">6&#x2013;8</xref>). Although corticosteroids and immunosuppressive agents demonstrate therapeutic efficacy in early-stage PF, they fail to achieve complete disease reversal and are frequently associated with metabolism-related adverse effects (<xref ref-type="bibr" rid="ref9 ref10 ref11">9&#x2013;11</xref>). Current clinical management primarily relies on pirfenidone [which inhibits transforming growth factor-beta 1 (TGF-&#x03B2;) and TGF-&#x03B2;-induced collagen synthesis] and nintedanib (a tyrosine kinase inhibitor) for antifibrotic therapy; however, their clinical effectiveness remains suboptimal, and these agents are both costly and associated with considerable adverse effects (<xref ref-type="bibr" rid="ref12 ref13 ref14 ref15">12&#x2013;15</xref>). There is thus an urgent need for safer and more effective therapies.</p>
<p>Emodin (1,3,8-trihydroxy-6-methylanthraquinone) is an anthraquinone derivative isolated from <italic>Rheum</italic> species. It has diverse biological activities including antiviral (<xref ref-type="bibr" rid="ref16">16</xref>), anti-inflammatory (<xref ref-type="bibr" rid="ref17">17</xref>), anticancer (<xref ref-type="bibr" rid="ref18">18</xref>), immunosuppressive (<xref ref-type="bibr" rid="ref19">19</xref>), and pro-apoptotic properties (<xref ref-type="bibr" rid="ref20">20</xref>). Furthermore, accumulating evidence highlights the therapeutic potential of emodin in preclinical fibrosis models across multiple organ systems, including the liver, pancreas, and lung (<xref ref-type="bibr" rid="ref21 ref22 ref23">21&#x2013;23</xref>). Multiple preclinical studies have investigated emodin in PF models, but several important gaps remain. First, the overall therapeutic efficacy across different experimental models and dosing regimens has not been quantitatively assessed. Second, findings on specific outcomes such as fibrosis scores and inflammatory markers appear inconsistent across studies. Third, the molecular mechanisms underlying its antifibrotic effects lack systematic integration. These limitations hinder the translation of preclinical findings to clinical applications.</p>
<p>Therefore, this study uses systematic review and meta-analysis to quantitatively evaluate the protective effects of emodin in experimental PF models and to systematically synthesize mechanistic pathways. This will provide preclinical evidence to inform future clinical investigation.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<p>This systematic review was prospectively registered in the International Prospective Register of Systematic Reviews (PROSPERO) platform (registration number: CRD420251131483), and the protocol is accessible at <ext-link xlink:href="https://www.crd.york.ac.uk/PROSPERO/view/CRD420251131483" ext-link-type="uri">https://www.crd.york.ac.uk/PROSPERO/view/CRD420251131483</ext-link>.</p>
<sec id="sec3">
<label>2.1</label>
<title>Search strategy</title>
<p>We conducted comprehensive searches of the following electronic bibliographic databases: PubMed, Web of Science, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang Database, VIP Database, and the Chinese Biomedical Database. The search encompassed animal experimental studies investigating emodin treatment for PF from January 2000 through July 2025. The search strategy incorporated the terms &#x201C;pulmonary fibrosis,&#x201D; &#x201C;idiopathic fibrosis,&#x201D; and &#x201C;emodin,&#x201D; combined using Boolean operators &#x201C;AND&#x201D; or &#x201C;OR.&#x201D; Literature collection was supplemented by manual screening of eligible citations from relevant articles to ensure comprehensive and accurate retrieval. Detailed search strategies are provided in <xref ref-type="supplementary-material" rid="SM3">Supplementary material</xref>. Reference lists of included studies were screened, and literature management was performed using Zotero software. Two independent reviewers screened eligible literature, eliminated duplicates and irrelevant articles, and extracted data. Discrepancies were resolved through consensus discussion.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Eligibility criteria</title>
<p>Eligibility criteria were formulated according to the PICOS framework: rats or mice with PF (Population, P); emodin (Intervention, I); animal models with PF receiving no treatment or placebo/vehicle control (Comparison, C); assessment of PF severity, alveolitis for pathological lung injury, collagen deposition, inflammatory response, oxidative stress levels, and EMT (Outcomes, O); preclinical controlled studies (Study design, S).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Inclusion criteria and outcome measures</title>
<p>Studies were included if they met the following criteria: (1) preclinical animal model studies (including rats and mice); (2) studies employing emodin as the intervention, without restrictions on route of administration, formulation, or treatment duration; (3) studies containing at least one PF control group, without restrictions on modeling method or modeling duration, with control animals receiving equal volumes of non-therapeutic vehicle or no intervention; (4) studies investigating PF as the target disease; (5) studies reporting at least one of the following outcome measures: pulmonary pathological injury indicators (assessment of PF severity and alveolitis), collagen deposition indicators (hydroxyproline content for quantitative meta-analysis; other collagen-related measures were analyzed qualitatively), EMT indicators (TGF-&#x03B2; content and expression levels), inflammation-related indicators [interleukin-6 (IL-6), interleukin-1&#x03B2; (IL-1&#x03B2;), and tumor necrosis factor-<italic>&#x03B1;</italic> (TNF-&#x03B1;) levels], and oxidative stress-related indicators [superoxide dismutase (SOD) and malondialdehyde (MDA) levels]. Subgroup analyses were performed for studies employing multiple dosages or different species. When measurement units were inconsistent across studies, appropriate conversions were performed for standardization.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Exclusion criteria</title>
<p>Studies were excluded if they met any of the following criteria: (1) duplicate data or studies unrelated to the research topic; (2) studies that did not report relevant results or failed to include specified outcome measures; (3) studies involving disease models combined with other pathological conditions.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Data extraction</title>
<p>During the data extraction phase, two reviewers independently screened the titles and abstracts of the identified studies to select those meeting the inclusion criteria and subsequently reviewed the full texts. Duplicate publications were identified by comparing author names, institutions, sample sizes, intervention details, and outcome data. When the same study was published in multiple languages (e.g., both Chinese and English versions), these were treated as a single study to avoid duplicate data inclusion. After discussion, duplicates or unrelated studies were excluded. The reviewers then extracted the data independently, compiling the information into an Excel data extraction table. This table included the following: (1) baseline information of the included studies (including first author and publication year); (2) species characteristics (including strain, gender, weight, and number of rats or mice); (3) drugs used to induce the PF model; (4) dosages and administration routes of emodin extract; (5) anesthesia methods; (6) outcome measures. In cases where units of the outcome measures were inconsistent across studies, a third reviewer was involved to standardize the units.</p>
<p>If experimental results were not reported in a study, the authors were contacted to retrieve the necessary data. When raw numerical data were unavailable from the text or tables, data were extracted from figures using GetData Graph Digitizer software (version 2.26), where data points were manually extracted by generating coordinates on the graph. To ensure reliability, data extraction from figures was performed independently by two reviewers, and any discrepancies were resolved through re-extraction and consensus discussion. Data presented as mean &#x00B1; standard error of the mean (SEM) in the articles were converted to mean &#x00B1; standard deviation (SD) for consistency. In studies with multiple intervention groups, the analysis focused solely on the PF control group and the emodin intervention group. Throughout these stages, we strictly adhered to the relevant guidelines in the Cochrane Handbook for Systematic Reviews of Interventions (Edition 6.5, 2024) (<xref ref-type="bibr" rid="ref24">24</xref>).</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Quality assessment and risk of bias</title>
<p>Two reviewers independently assessed the quality and risk of bias of the included studies using the SYRCLE animal risk of bias tool (<xref ref-type="bibr" rid="ref25">25</xref>). The evaluation addressed six types of bias: selection bias, performance bias, detection bias, attrition bias, reporting bias, and other sources of bias, comprising a total of 10 questions. Each study was categorized into low risk, high risk, or unclear risk for each bias domain. Disagreements between reviewers were resolved through discussion, and if consensus could not be reached, a third reviewer was consulted. Inter-rater reliability was assessed using Cohen&#x2019;s kappa statistic. &#x201C;Other bias&#x201D; was defined as any potential source of bias not covered by the other five domains, including industry funding, baseline imbalances, or inappropriate statistical methods. All included studies were assessed using Review Manager 5.4 software.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Statistical analysis</title>
<p>Meta-analysis results were visualized using forest plots generated by Review Manager 5.4 and Stata 17 software. The meta-analysis employed either a random-effects model (I<sup>2</sup>&#x202F;&#x003E;&#x202F;50%) or a fixed-effects model (I<sup>2</sup>&#x202F;&#x003C;&#x202F;50%) based on heterogeneity. Outcome measures were analyzed using continuous data. Effect sizes were calculated as standardized mean differences (SMD) using Hedges&#x2019; g (bias-corrected SMD) with 95% confidence intervals (95% CI), and heterogeneity was quantified using the Higgins index (I<sup>2</sup>) and chi-square statistics. A result with I<sup>2</sup>&#x202F;&#x003E;&#x202F;50% or <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01 was considered indicative of significant heterogeneity, and sensitivity analyses were performed by sequentially removing individual studies to assess the impact of heterogeneity. If a meta-analysis could not be performed, qualitative analysis was used to report the data. Additionally, subgroup analyses based on predefined criteria were conducted to evaluate the impact of different doses (&#x2265;40&#x202F;mg/kg vs. &#x003C;40&#x202F;mg/kg) and species (rats vs. mice) on outcome heterogeneity. Sensitivity analyses for outcomes were performed using Stata 17 software, with publication bias assessed using funnel plots and Egger&#x2019;s test, where <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 indicated the presence of bias. It should be noted that Egger&#x2019;s test has limited reliability when fewer than 10 studies are included per outcome, and results should be interpreted with caution in such cases. The threshold for statistical significance was set at p&#x202F;&#x003C;&#x202F;0.05 for all outcomes, which aligns with conventional standards in meta-analysis. The heterogeneity threshold (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01) was maintained as a more conservative criterion for assessing between-study variation.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<label>3</label>
<title>Results</title>
<sec id="sec11">
<label>3.1</label>
<title>Study selection</title>
<p>A total of 395 relevant studies were identified from eight databases, including 104 English-language studies and 291 Chinese-language studies. Specifically, PubMed contained 19 studies, Embase included 55, Web of Science had 30, Cochrane Library had no relevant studies, CNKI contained 37, Wanfang included 114, CQVIP contained 112, and CBM included 28. After excluding 109 duplicate studies, 286 studies remained. Further screening of titles and abstracts led to the exclusion of 6 studies that did not involve rats or mice, 242 studies irrelevant to the research topic, and 15 review or meta-analysis studies, leaving 23 studies for full-text review. Upon full-text assessment, 4 studies that did not report relevant outcomes, 1 study with duplicate data published in a different language, 1 study that combined other diseases in the model, and 1 study that did not include the specified outcome measures were excluded. Ultimately, 16 studies were included in the systematic review and meta-analysis (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA 2020 flowchart for literature screening.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating study selection process for a review. Initial identification yielded 395 records from various databases. After removing 109 duplicates, 286 titles and abstracts were screened. Exclusions included 6 studies without rats or mice, 242 unrelated studies, and 15 reviews or meta-analyses. Full text screening of 23 studies led to the exclusion of 7 reports for reasons like irrelevant outcomes and duplications. Ultimately, 16 studies were included in the final review and meta-analysis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec12">
<label>3.2</label>
<title>Study characteristics</title>
<p>We included 16 studies involving 425 animals, of which two studies utilized both female and male rats (<xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref27">27</xref>), while one study did not report mouse sex Chen et al. (<xref ref-type="bibr" rid="ref21">21</xref>). Eleven studies used rats, comprising 228 Sprague&#x2013;Dawley rats (&#x2248; 54%) and 52 Wistar rats (&#x2248; 12%), Sprague&#x2013;Dawley rats were the most commonly used species. Five studies utilized C57Bl/6 mice (145 mice, 34%), with only one study using the C57Bl/6&#x202F;J strain. The above statistics include the number of animals used across different dose groups. One study did not report mouse weight (<xref ref-type="bibr" rid="ref28">28</xref>). The methods used to induce PF included intratracheal instillation of BLM in 10 studies, intratracheal instillation of silica suspension in 3 studies, intragastric administration of BLM in 1 study, intraperitoneal injection of LPS in 1 study, and paraquat solution administered by gavage in 1 study. The most common method for inducing PF was intratracheal instillation of BLM. The anesthesia methods varied widely, with 4 studies not specifying the details.</p>
<p>Among the 16 studies, emodin dosages ranged from 2&#x202F;mg/kg to 80&#x202F;mg/kg. Two studies used modified emodin nanoparticle formulations (Emo-NCs solution at 2&#x202F;mg/kg and EDn solution at 5&#x202F;mg/kg). Ten studies included 2&#x2013;3 dose groups. The administration routes of emodin included oral gavage, intraperitoneal injection (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref29">29</xref>), intratracheal aerosolization using a MicroSprayer&#x00AE; Aerosolizer (<xref ref-type="bibr" rid="ref30">30</xref>), and intravenous injection (<xref ref-type="bibr" rid="ref27">27</xref>). Details are provided in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Study characteristics of including studies (<italic>n</italic>&#x202F;=&#x202F;16).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study ID</th>
<th align="left" valign="top">Species, Sex</th>
<th align="center" valign="top">Experimental/Control (n)</th>
<th align="left" valign="top">Model</th>
<th align="left" valign="top">Anesthetic</th>
<th align="center" valign="top">Dosage of emodin (mg/kg)</th>
<th align="left" valign="top">Administration route</th>
<th align="left" valign="top">Outcomes</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Guan et al. (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">6/6</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Chloral hydrate</td>
<td align="center" valign="top">10, 20, 40</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, IV, V, VII, IX</td>
</tr>
<tr>
<td align="left" valign="top">Liu et al. (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Chloral hydrate</td>
<td align="center" valign="top">20, 80</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, III, IV</td>
</tr>
<tr>
<td align="left" valign="top">Guan et al. (<xref ref-type="bibr" rid="ref47">47</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">6/6</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Chloral hydrate</td>
<td align="center" valign="top">20</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">II, V</td>
</tr>
<tr>
<td align="left" valign="top">Tian et al. (<xref ref-type="bibr" rid="ref37">37</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">5/5</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">NM</td>
<td align="center" valign="top">20</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, II, IV, X, XI</td>
</tr>
<tr>
<td align="left" valign="top">Pang et al. (<xref ref-type="bibr" rid="ref50">50</xref>)</td>
<td align="left" valign="top">C57BL/6, male</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">Silica</td>
<td align="left" valign="top">NM</td>
<td align="center" valign="top">25, 50</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, III, IV, VII, IX</td>
</tr>
<tr>
<td align="left" valign="top">Yang et al. (<xref ref-type="bibr" rid="ref42">42</xref>)</td>
<td align="left" valign="top">C57BL/6, male</td>
<td align="char" valign="top" char="/">8/8</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Isoflurane</td>
<td align="center" valign="top">50</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I</td>
</tr>
<tr>
<td align="left" valign="top">Yang et al. (<xref ref-type="bibr" rid="ref28">28</xref>)</td>
<td align="left" valign="top">C57BL/6, female</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">Silica</td>
<td align="left" valign="top">Sodium pentobarbital</td>
<td align="center" valign="top">20</td>
<td align="left" valign="top">Intraperitoneal injection</td>
<td align="left" valign="top">I, IV</td>
</tr>
<tr>
<td align="left" valign="top">Chen et al. (<xref ref-type="bibr" rid="ref21">21</xref>)</td>
<td align="left" valign="top">C57Bl/6&#x202F;J, NM</td>
<td align="char" valign="top" char="/">16/16</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Sodium pentobarbital</td>
<td align="center" valign="top">5, 10, 20</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, II, IV</td>
</tr>
<tr>
<td align="left" valign="top">Zhong et al. (<xref ref-type="bibr" rid="ref46">46</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Ether</td>
<td align="center" valign="top">20, 40, 80</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, II, III</td>
</tr>
<tr>
<td align="left" valign="top">Liu et al. (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Chloral hydrate</td>
<td align="center" valign="top">20, 80</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, II, III, X, XI</td>
</tr>
<tr>
<td align="left" valign="top">Deng et al. (<xref ref-type="bibr" rid="ref36">36</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Chloral hydrate</td>
<td align="center" valign="top">20, 80</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">I, III</td>
</tr>
<tr>
<td align="left" valign="top">Huang et al. (<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">8/8</td>
<td align="left" valign="top">LPS</td>
<td align="left" valign="top">NM</td>
<td align="center" valign="top">12.5, 25, 50</td>
<td align="left" valign="top">Intraperitoneal injection</td>
<td align="left" valign="top">I</td>
</tr>
<tr>
<td align="left" valign="top">Li et al. (<xref ref-type="bibr" rid="ref26">26</xref>)</td>
<td align="left" valign="top">Wistar rats, male/female</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">ether</td>
<td align="center" valign="top">20, 40, 80</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">II, VI</td>
</tr>
<tr>
<td align="left" valign="top">Wang et al. (<xref ref-type="bibr" rid="ref43">43</xref>)</td>
<td align="left" valign="top">SD, male</td>
<td align="char" valign="top" char="/">10/10</td>
<td align="left" valign="top">Paraquat</td>
<td align="left" valign="top">NM</td>
<td align="center" valign="top">40</td>
<td align="left" valign="top">Oral gavage</td>
<td align="left" valign="top">IV, VI, VII, IX</td>
</tr>
<tr>
<td align="left" valign="top">Zhang et al. (<xref ref-type="bibr" rid="ref30">30</xref>)</td>
<td align="left" valign="top">C57Bl/6&#x202F;J, male</td>
<td align="char" valign="top" char="/">5/5</td>
<td align="left" valign="top">BLM</td>
<td align="left" valign="top">Aivetin</td>
<td align="center" valign="top">Emo-NCs&#x202F;=&#x202F;2; 20</td>
<td align="left" valign="top">Intratracheal aerosolization; oral gavage</td>
<td align="left" valign="top">I, II, VI</td>
</tr>
<tr>
<td align="left" valign="top">Sherekar et al. (<xref ref-type="bibr" rid="ref27">27</xref>)</td>
<td align="left" valign="top">Wistar rats, male/female</td>
<td align="char" valign="top" char="/">6/6</td>
<td align="left" valign="top">Silica</td>
<td align="left" valign="top">Sodium thiopental</td>
<td align="center" valign="top">EDn&#x202F;=&#x202F;5</td>
<td align="left" valign="top">Intravenous injection</td>
<td align="left" valign="top">I, II, III, IV, VI, VII, VII, IX, X, XI</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>BLM, bleomycin; Emo-NCs, emodin-loaded nanoparticles; EDn, emodin-loaded nanoparticles; PBS, phosphate buffered saline.</p>
<p>I: degree of fibrosis; II: Hydroxyproline (HYP); III: alveolitis; IV: TGF-&#x03B2;; V: pulmonary dynamic compliance; VI: lung coefficient; VII: IL-6; VII: IL-1&#x03B2;; IX: TNF-&#x03B1;; X: SOD; XI: MDA.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13">
<label>3.3</label>
<title>Quality assessment and risk of bias</title>
<p>Two reviewers independently assessed the risk of bias for each study using the SYRCLE risk of bias tool. One study (<xref ref-type="bibr" rid="ref29">29</xref>) employed &#x201C;randomization via random number tables&#x201D; and was classified as low risk for sequence generation. However, while the remaining 15 studies mentioned randomization, the specific methods were not provided, resulting in an unclear risk rating. Two studies did not report initial body weight (<xref ref-type="bibr" rid="ref30">30</xref>) and sex (<xref ref-type="bibr" rid="ref21">21</xref>), leading to an unclear risk rating for baseline comparability. All 16 studies failed to provide sufficient information on whether appropriate allocation concealment procedures were implemented, resulting in an unclear risk rating for this domain. Ten studies employed random allocation of animals, while the remaining six did not specify this method and were rated as high risk. For blinding of the intervention implementer and random outcome assessment, all studies were evaluated as high risk and unclear risk, respectively. Additionally, the blinding of outcome assessors was considered a high risk due to unclear descriptions regarding the researchers&#x2019; knowledge of animal treatment. No studies reported incomplete outcome data or selective reporting, and as such, all were classified as low risk in these domains. For other sources of bias, all studies were rated as unclear risk. Notably, while some studies demonstrated low risk in certain areas, others showed unclear or even high risk in specific domains (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Overall, despite some studies failing to report critical details such as animal age, sex, or allocation concealment methods, the majority provided comprehensive and satisfactory reporting in other areas.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Using the SYRCLE risk of bias tool, bias risk assessment was conducted for the 16 included studies. Risk of bias graph <bold>(A)</bold>; risk of bias summary <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A displays a bar chart showing the risk of bias across various criteria such as selection bias, performance bias, and reporting bias, with green indicating low risk, yellow unclear, and red high risk. Panel B features a table with colored circles depicting the risk levels for specific studies, using the same color coding for bias assessment.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec14">
<label>3.4</label>
<title>Meta-analysis</title>
<sec id="sec15">
<label>3.4.1</label>
<title>Degree of pulmonary fibrosis</title>
<p>Twelve studies assessed PF, with some studies including multiple dosage groups, and pathological injury was evaluated through three approaches. (1) Four studies involving 122 animals employed the blinded semi-quantitative scoring system described by Ashcroft (31); (2) six studies involving 268 animals used alternative scoring criteria (32); (3) two studies involving 20 animals evaluated fibrosis by calculating the percentage of fibrotic area.</p>
<p>Results indicated that (1) according to the Ashcroft scoring system, the degree of PF in the experimental group was significantly reduced compared to controls (SMD&#x202F;=&#x202F;&#x2212;3.10, 95% CI: &#x2212;4.40 to &#x2212;1.79, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001), although substantial heterogeneity was present (I<sup>2</sup>&#x202F;=&#x202F;80%); (2) for the Szapiel pathological scoring system, emodin similarly reduced the degree of PF (SMD&#x202F;=&#x202F;&#x2212;1.73, 95% CI: &#x2212;2.02 to &#x2212;1.43, p&#x202F;&#x003C;&#x202F;0.00001) with lower heterogeneity (I<sup>2</sup>&#x202F;=&#x202F;23%); furthermore, assessment based on the percentage of fibrotic area also suggested that emodin confers beneficial effects on PF (SMD&#x202F;=&#x202F;&#x2212;4.97, 95% CI: &#x2212;7.87 to &#x2212;2.08, <italic>p</italic>&#x202F;=&#x202F;0.0008), though significant heterogeneity was observed due to the limited number of included studies (I<sup>2</sup>&#x202F;=&#x202F;57%) (<xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Forest map for assessing the degree of PF. Szapiel score <bold>(A)</bold>, from 0 to 3, from normal without lesion to severe lung tissue lesion; ashcroft score <bold>(B)</bold>, from 0 to 8, from normal without lesion to severe lung tissue lesion; percentage of PF area <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plots for three groups of studies: (A) shows studies comparing Emodin doses to control with standard mean differences, confidence intervals, and weights displayed; heterogeneity results are presented. (B) illustrates different study doses with similar metrics, showing higher heterogeneity. (C) depicts fewer studies with higher standard mean differences, lower heterogeneity. Each plot includes a diamond symbol summarizing total effect.</alt-text>
</graphic>
</fig>
<p>We conducted subgroup analyses for studies employing two PF assessment methods (Szapiel and Ashcroft scoring systems), stratified by dosage (&#x2265; 40&#x202F;mg/kg and &#x003C; 40&#x202F;mg/kg) and species (rats and mice). Due to asymmetry in the number of studies across groups, results suggested that neither dosage nor species were primary sources of significant heterogeneity (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Notably, however, heterogeneity was reduced in the Szapiel scoring system for emodin doses &#x003C;40&#x202F;mg/kg (I<sup>2</sup>&#x202F;=&#x202F;0%). In the species subgroup analysis, only one study using mice with two dosage groups was available (I<sup>2</sup>&#x202F;=&#x202F;64%), precluding meaningful comparison. Nevertheless, emodin doses &#x2265; 40&#x202F;mg/kg and studies using rats appeared more beneficial for PF. For the Ashcroft scoring system, only two studies examined emodin doses &#x003C;40&#x202F;mg/kg (I<sup>2</sup>&#x202F;=&#x202F;0%), while subgroup analyses for doses &#x2265;40&#x202F;mg/kg and across species did not yield reduced heterogeneity. The limited number of studies employing the Ashcroft scoring method (only four studies with eight dosage groups) was insufficient to support robust subgroup analysis. Similarly, due to insufficient study numbers, analysis of fibrotic area percentage was not performed.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Subgroup analyses were conducted on Szapiel and Ashcroft scores related to the degree of PF, including different doses and species. Dose subgroup of Szapiel score <bold>(A)</bold>; species subgroup of Szapiel score <bold>(B)</bold>; dose subgroup of Ashcroft score <bold>(C)</bold>; species subgroup of Ashcroft score <bold>(D)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plot comparing the effects of different doses of Emodin on fibrosis scores in rats and mice. Panels A and B show the Stapel score, with dose distinctions greater or less than forty. Panels C and D display the modified Ashcroft score, similarly categorized by dose. The graphs depict the standard mean difference with confidence intervals, showcasing Emodin's impact on fibrosis compared to controls. Each panel includes subgroup analyses, heterogeneity statistics, and overall effect estimates marked by diamond symbols on the x-axis range from negative ten to ten.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec16">
<label>3.4.2</label>
<title>Collagen deposition</title>
<p>Hydroxyproline (HYP) plays a pivotal role in collagen deposition, with excessive collagen accumulation being accompanied by elevated HYP levels, and inhibition of hydroxylase can mitigate fibrosis (<xref ref-type="bibr" rid="ref33">33</xref>). Results from the eight included studies demonstrated that emodin significantly reduced HYP content in lung tissue (SMD&#x202F;=&#x202F;&#x2212;1.91, 95% CI: &#x2212;2.42 to &#x2212;1.41, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001), effectively alleviating collagen deposition, although considerable heterogeneity was observed (I<sup>2</sup>&#x202F;=&#x202F;60%) (<xref ref-type="fig" rid="fig5">Figure 5</xref>). Through sensitivity analysis, we excluded two studies employing different formulations and administration routes (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref30">30</xref>), which resulted in reduced heterogeneity, suggesting that formulation and administration route contribute to heterogeneity. Review of the original studies did not reveal additional sources of heterogeneity.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Forest map for evaluating HYP content. Forest map of HYP content <bold>(A)</bold>; dose subgroup of HYP <bold>(B)</bold>; species subgroup of HYP <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plots comparing emodin treatment effects against a control group across different studies. The plots labeled (A), (B), and (C) show results for various doses and subgroups. Each plot includes study names, mean, standard deviation, total number, and standardized mean differences with confidence intervals. Diamonds indicate overall effect sizes, and heterogeneity statistics are provided beneath each plot.</alt-text>
</graphic>
</fig>
<p>Furthermore, subgroup analyses based on dosage and species indicated that emodin, whether administered at doses &#x2265; 40&#x202F;mg/kg or &#x003C; 40&#x202F;mg/kg, and whether tested in rats or mice, attenuated PF progression (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), though heterogeneity persisted within subgroups, precluding definitive identification of its sources. Similarly, sensitivity analysis excluding two low-dose studies with different administration routes and formulations (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref30">30</xref>) reduced heterogeneity across subgroups (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>). However, given that only two such studies exist, further subgroup analysis could not be conducted.</p>
</sec>
<sec id="sec17">
<label>3.4.3</label>
<title>Alveolitis</title>
<p>To evaluate the impact on inflammatory injury of lung tissue, we assessed six studies, which also included different dosages of emodin. Results demonstrated that emodin effectively ameliorated the occurrence of alveolitis and reduced pulmonary inflammatory injury (SMD&#x202F;=&#x202F;&#x2212;1.89, 95% CI: &#x2212;2.21 to &#x2212;1.57, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001). Although acceptable heterogeneity was present (I<sup>2</sup>&#x202F;=&#x202F;36%), we conducted subgroup analyses based on dosage and species to identify potential residual sources of heterogeneity. Results indicated that neither dosage nor species were major contributors to heterogeneity (overall I<sup>2</sup>&#x202F;=&#x202F;36%). Within the dosage subgroup, higher doses (&#x2265; 40&#x202F;mg/kg) appeared potentially more effective; however, only one study with two dosage groups examined mice, precluding accurate evaluation (<xref ref-type="fig" rid="fig6">Figure 6</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Forest map for evaluating inflammatory damage in lung tissue. Adopt Szapiel scoring systems. Forest map of alveolitis <bold>(A)</bold>; dose subgroup of alveolitis <bold>(B)</bold>; species subgroup of alveolitis <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three forest plots labeled A, B, and C display data comparing emodin and control groups on the pathological score of alveolitis in rats and mice. Each plot includes study details, standard mean differences, confidence intervals, and heterogeneity statistics. Plot A combines all studies, Plot B focuses on dose-related effects, and Plot C separates data by animal type. All plots feature horizontal lines representing confidence intervals and diamonds indicating overall effect sizes, showing a consistent negative association favoring emodin.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec18">
<label>3.4.4</label>
<title>TGF-&#x03B2;</title>
<p>We further performed meta-analysis on TGF-&#x03B2; content and mRNA expression in lung tissue, as well as TGF-&#x03B2; levels in bronchoalveolar lavage fluid (BALF), to assess effects on PF and EMT. Results showed that while emodin demonstrated no significant effect on TGF-&#x03B2; levels in BALF (<italic>p</italic>&#x202F;=&#x202F;0.05), it effectively reduced TGF-&#x03B2; content in lung tissue (SMD&#x202F;=&#x202F;&#x2212;2.72, 95% CI: &#x2212;3.41 to &#x2212;2.02, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001) and mRNA expression levels (SMD&#x202F;=&#x202F;&#x2212;5.22, 95% CI: &#x2212;7.05 to &#x2212;3.40, <italic>p</italic>&#x202F;=&#x202F;0.007) (<xref ref-type="fig" rid="fig7">Figure 7</xref>). However, due to the limited number of included studies (2&#x2013;3 studies), further research incorporating additional studies is needed for more comprehensive evaluation.</p>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Forest map for evaluating the content and expression level of TGF-&#x03B2; in the lungs. Content of TGF-&#x03B2; in lung tissue <bold>(A)</bold>; level of TGF-&#x03B2; mRNA in lung tissue <bold>(B)</bold>; content of TGF-&#x03B2; in BALF <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plots showing the effects of Emodin on various studies with subgroups A, B, and C. Each subplot includes study or subgroup details, mean, standard deviation, total sample size, and weight. The standardized mean differences with confidence intervals are plotted, indicating the effect size compared to the control group. Subgroup A has a mean difference of -2.72, B is -5.22, and C is -2.14. Heterogeneity statistics include Chi-squared and I-squared values, with overall effect tests showing significant results.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec19">
<label>3.4.5</label>
<title>Pulmonary dynamic compliance</title>
<p>We analyzed respiratory function across three included studies. Results indicated that emodin did not consistently demonstrate the capacity to improve pulmonary dynamic compliance (SMD&#x202F;=&#x202F;2.25, 95% CI: 0.00 to 4.49, <italic>p</italic>&#x202F;=&#x202F;0.05), primarily attributable to one study (<xref ref-type="bibr" rid="ref34">34</xref>) in which emodin at 10&#x202F;mg/kg showed no significant difference compared to controls. Although respiratory function is not a primary outcome measure in PF, it warrants particular attention in advanced stages of the disease. Future studies are needed to evaluate the impact of PF on respiratory function, thereby providing indirect assessment of therapeutic efficacy (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2A</xref>).</p>
</sec>
<sec id="sec20">
<label>3.4.6</label>
<title>Lung coefficient</title>
<p>Relative changes in lung coefficient can provide indirect insight into pulmonary pathological alterations, and examining the lung coefficient (lung/body weight ratio) similarly offers indirect assessment of therapeutic efficacy. Analysis of four included studies revealed that emodin at various dosages effectively reduced lung coefficient (SMD&#x202F;=&#x202F;&#x2212;1.35, 95% CI: &#x2212;2.06 to &#x2212;0.65, <italic>p</italic>&#x202F;=&#x202F;0.0002). However, due to the limited number of included studies, considerable heterogeneity was observed in this outcome (I<sup>2</sup>&#x202F;=&#x202F;60%) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2B</xref>).</p>
</sec>
<sec id="sec21">
<label>3.4.7</label>
<title>Inflammatory response</title>
<p>The progression of PF is inseparable from the involvement of inflammatory mediators in lung tissue; therefore, we analyzed the levels of IL-6 (2 studies), IL-1&#x03B2; (3 studies), and TNF-<italic>&#x03B1;</italic> (4 studies) in lung tissue. Our analysis demonstrated that emodin significantly reduced the levels of IL-6 (SMD&#x202F;=&#x202F;&#x2212;3.86, 95% CI: &#x2212;6.21 to &#x2212;1.51, <italic>p</italic>&#x202F;=&#x202F;0.001), IL-1&#x03B2; (SMD&#x202F;=&#x202F;&#x2212;3.21, 95% CI: &#x2212;4.90 to &#x2212;1.53, p&#x202F;=&#x202F;0.0002), and TNF-&#x03B1; (SMD&#x202F;=&#x202F;&#x2212;3.31, 95% CI: &#x2212;3.96 to &#x2212;2.67, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001) in lung tissue, thereby alleviating the inflammatory response (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figures S2C&#x2013;E</xref>). However, apart from the TNF-&#x03B1; outcome which exhibited low heterogeneity (I<sup>2</sup>&#x202F;=&#x202F;5%), the other two indicators displayed some heterogeneity due to insufficient numbers of includable studies.</p>
</sec>
<sec id="sec22">
<label>3.4.8</label>
<title>Oxidative stress</title>
<p>Oxidative stress accompanies all stages of PF progression. We analyzed oxidative stress outcome measures, including SOD and MDA; for other oxidative stress-related outcome indicators, this study lacked sufficient numbers for analysis. Results showed that in the analysis of three included studies, emodin increased SOD content in lung tissue (SMD&#x202F;=&#x202F;4.69, 95% CI: 3.59 to 5.80, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001) and decreased MDA content (SMD&#x202F;=&#x202F;&#x2212;3.58, 95% CI: &#x2212;4.48 to &#x2212;2.68, p&#x202F;&#x003C;&#x202F;0.00001), with heterogeneity of I<sup>2</sup>&#x202F;=&#x202F;33% and I<sup>2</sup>&#x202F;=&#x202F;20%, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figures S2F,G</xref>).</p>
</sec>
<sec id="sec23">
<label>3.4.9</label>
<title>Publication bias</title>
<p>We conducted further assessment of primary outcome measures, including the degree of PF (Szapiel and Ashcroft scores), HYP, alveolitis, TGF-&#x03B2; content in lung tissue, and lung coefficient. Funnel plots (<xref ref-type="fig" rid="fig8">Figure 8</xref>) were generated and Egger tests (<xref ref-type="table" rid="tab2">Table 2</xref>) were performed to identify potential publication bias, excluding cases with possible visual discrepancies or those rendered meaningless by insufficient sample sizes. Statistical analysis revealed publication bias of statistical significance for all relevant outcomes (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) except for TGF-&#x03B2; content in lung tissue (<italic>p</italic>&#x202F;=&#x202F;0.316) and lung coefficient (<italic>p</italic>&#x202F;=&#x202F;0.129). The literature included in this study comprised animal experiments, the majority of which reported positive results. Assessment of other related outcome indicators is detailed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Publication bias represented by funnel plots. The Szapiel score for the degree of PF <bold>(A)</bold>; the Ashcroft score for the degree of PF <bold>(B)</bold>; HYP <bold>(C)</bold>; alveolitis <bold>(D)</bold>; content of TGF-&#x03B2; in lung tissue <bold>(E)</bold>; lung coefficient <bold>(F)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g008.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Six funnel plots labeled (A) to (F) display standard error (y-axis) against standard mean difference (SMD) (x-axis), each with a central vertical line and dashed pseudo 95% confidence limits forming a triangle. Each plot shows data points scattered within and around the triangle, indicating potential publication bias in meta-analyses. The range varies, with plots demonstrating different patterns and distributions of points.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Egger test.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Outcome</th>
<th align="center" valign="top">
<italic>t</italic>
</th>
<th align="center" valign="top">
<italic>p</italic>
</th>
<th align="center" valign="top" colspan="2">95% Conf. interval</th>
<th align="center" valign="top">No. of studies (containing different doses)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">HYP</td>
<td align="center" valign="top">&#x2212;5.39</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">&#x2212;5.779526</td>
<td align="center" valign="top">&#x2212;2.487119</td>
<td align="center" valign="top">16</td>
</tr>
<tr>
<td align="left" valign="middle">Ashcroft score of degree of fibrosis (Ashcroft)</td>
<td align="char" valign="middle" char=".">&#x2212;3.00</td>
<td align="char" valign="middle" char=".">0.024</td>
<td align="char" valign="middle" char=".">&#x2212;9.25226</td>
<td align="char" valign="middle" char=".">&#x2212;0.9430454</td>
<td align="center" valign="middle">8</td>
</tr>
<tr>
<td align="left" valign="middle">Ashcroft score of degree of fibrosis (Szapiel)</td>
<td align="char" valign="middle" char=".">&#x2212;9.33</td>
<td align="char" valign="middle" char=".">0.000</td>
<td align="char" valign="middle" char=".">&#x2212;8.874059</td>
<td align="char" valign="middle" char=".">&#x2212;5.515094</td>
<td align="center" valign="middle">14</td>
</tr>
<tr>
<td align="left" valign="middle">Pathological score of alveolitis (Szapiel)</td>
<td align="char" valign="middle" char=".">&#x2212;45.83</td>
<td align="char" valign="middle" char=".">0.000</td>
<td align="char" valign="middle" char=".">&#x2212;9.323618</td>
<td align="char" valign="middle" char=".">&#x2212;8.459018</td>
<td align="center" valign="middle">12</td>
</tr>
<tr>
<td align="left" valign="middle">Lung coefficient</td>
<td align="char" valign="middle" char=".">&#x2212;1.82</td>
<td align="char" valign="middle" char=".">0.129</td>
<td align="char" valign="middle" char=".">&#x2212;10.01789</td>
<td align="char" valign="middle" char=".">1.719206</td>
<td align="center" valign="middle">7</td>
</tr>
<tr>
<td align="left" valign="middle">Content of TGF-&#x03B2; in lung tissue</td>
<td align="char" valign="middle" char=".">&#x2212;1.33</td>
<td align="char" valign="middle" char=".">0.316</td>
<td align="char" valign="middle" char=".">&#x2212;53.99775</td>
<td align="char" valign="middle" char=".">28.56918</td>
<td align="center" valign="middle">4</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec24">
<label>3.4.10</label>
<title>Sensitivity analysis</title>
<p>Sensitivity analysis was performed using Stata 17 software by sequentially excluding individual studies. The pooled SMD showed minimal variation across all outcomes (Szapiel score, Ashcroft score, HYP, alveolitis, TGF-&#x03B2;, and lung coefficient), with all iterations maintaining statistical significance (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) and 95% confidence intervals consistently excluding zero. No single study disproportionately influenced the pooled estimates, confirming the stability and reliability of the findings (<xref ref-type="fig" rid="fig9">Figure 9</xref>). Other outcome indicators are detailed in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>.</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p>Outcome indicators sensitivity analysis. The Szapiel score for the degree of PF <bold>(A)</bold>; the Ashcroft score for the degree of PF <bold>(B)</bold>; HYP <bold>(C)</bold>; alveolitis <bold>(D)</bold>; Content of TGF-&#x03B2; in lung tissue <bold>(E)</bold>; lung coefficient <bold>(F)</bold>.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g009.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Forest plots (A-F) show meta-analysis estimates when a named study is omitted. Each plot lists studies with their corresponding dosages in milligrams per kilogram. Circles represent estimates with lines marking the confidence interval limits. The x-axes display varying ranges of effect size estimates, highlighting the impact of individual studies on overall analysis stability.</alt-text>
</graphic>
</fig>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec25">
<label>4</label>
<title>Discussion</title>
<sec id="sec26">
<label>4.1</label>
<title>Summary of evidence</title>
<p>Prior to initiating this study, we found no comprehensive evaluation of emodin in treating PF; therefore, we undertook this work. We included 16 studies using preclinical animal models, involving 425 animals with PF. Of these, 15 studies were conducted in China between 2007 and 2025, and one study was completed in India in 2024. The overall reporting quality demonstrated comprehensiveness and standardization, with methodological assessment revealing potential risks of bias. Our findings indicate that emodin treatment ameliorated pulmonary histopathological damage related to the degree of PF and alveolitis. Additionally, emodin alleviated collagen deposition by reducing HYP content in lung tissue and decreased both TGF-&#x03B2; content and mRNA expression levels in lung tissue, reflecting emodin&#x2019;s capacity to block the PF process and inhibit EMT. Regarding anti-inflammatory effects, emodin application significantly reduced levels of relevant inflammatory factors (IL-6, IL-1&#x03B2;, and TNF-<italic>&#x03B1;</italic>), effectively mitigating the inflammatory response. Emodin also demonstrated notable potential in antioxidant activity, as evidenced by elevated SOD and reduced MDA in lung tissue. While our meta-analysis focused on these measurable endpoints, individual studies within our review also explored underlying molecular mechanisms.</p>
</sec>
<sec id="sec27">
<label>4.2</label>
<title>Potential mechanisms of emodin in treating pulmonary fibrosis</title>
<p>Our evaluation of this study confirmed our findings that emodin exerts therapeutic effects on PF through modulation of diverse mechanisms, including anti-inflammatory, antioxidant, anti-apoptotic pathways, and inhibition of EMT (<xref ref-type="fig" rid="fig10">Figure 10</xref>). Beyond the outcomes directly synthesized in our meta-analysis, individual studies within our review investigated specific molecular mechanisms that may contribute to emodin&#x2019;s anti-fibrotic effects. These findings were not quantitatively meta-analyzed due to limited replication across studies or heterogeneity in measurement methods, and therefore represent hypotheses requiring validation through future research rather than established conclusions from our systematic review.</p>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p>Potential mechanisms underlying emodin treatment of PF. Emodin exerts protective effects through four major pathways: <bold>(A)</bold> anti-inflammatory action via NF-&#x03BA;B inhibition and reduced cytokine production (IL-6, TNF-<italic>&#x03B1;</italic>, IL-1&#x03B2;); <bold>(B)</bold> anti-oxidative effects through Nrf2/HO-1 activation and enhanced antioxidant enzyme activities (SOD, GSH-Px, CAT, GSH); <bold>(C)</bold> inhibition of fibrosis/EMT by suppressing TGF-&#x03B2;1/Smad signaling, reducing fibroblast activation and ECM deposition while maintaining E-cadherin expression; and <bold>(D)</bold> additional anti-fibrotic effects via Sirt1/Ac-Smad3, ADAMTS-1 upregulation, c-MYC/miR-182-5p/ZEB2 axis modulation, and mitochondrial stabilization with anti-apoptotic activity.</p>
</caption>
<graphic xlink:href="fmed-12-1734512-g010.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram illustrating Emodin's anti-pulmonary fibrosis mechanism with four main effects: anti-inflammatory, anti-oxidative, inhibition of fibrosis/EMT, and other anti-fibrotic pathways. Anti-inflammatory effects involve inhibition of NF-&#x03BA;B expression and reduction of BALF inflammatory cells. Anti-oxidative effects activate the Nrf2/HO-1 pathway, enhancing antioxidant enzymes and reducing lipid peroxidation. Inhibition of fibrosis/EMT involves TGF-&#x03B2;1 pathway suppression, Sirt1 activation, and fibroblast activation inhibition. Other pathways modulate the c-MYC/miR-182-5p/ZEB2 axis and anti-apoptotic effects via mitochondrial stabilization. Central structure shows Emodin's chemical formula.</alt-text>
</graphic>
</fig>
<p>Persistent inflammation and oxidative stress constitute the fundamental driving forces underlying the onset and progression of PF (<xref ref-type="bibr" rid="ref35">35</xref>). The inflammatory cascade is initiated by transcription factors such as NF-&#x03BA;B, which rapidly respond and induce massive release of inflammatory mediators. Emodin significantly reduced the levels and mRNA expression of pro-inflammatory cytokines (including IL-6, TNF-<italic>&#x03B1;</italic>, IL-1&#x03B2;, and IL-4) in BALF and lung tissue (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref36">36</xref>). Mechanistically, emodin suppressed NF-&#x03BA;B p65 expression and I&#x03BA;B&#x03B1; phosphorylation, thereby blocking nuclear translocation of inflammatory signals (<xref ref-type="bibr" rid="ref37">37</xref>). Individual studies within our analysis attributed this to inhibition of NF-&#x03BA;B p65/p-I&#x03BA;B&#x03B1; signaling, though this mechanism itself was not quantitatively synthesized. The consistent reduction in inflammatory cytokines across studies provides robust evidence for emodin&#x2019;s anti-inflammatory capacity. Furthermore, as a key transcription factor in antioxidant defense, emodin activated the Nrf2 signaling pathway to promote nuclear translocation and induced expression of downstream antioxidant and detoxifying enzymes, including HO-1, SOD, GSH, GSH-Px, and CAT (<xref ref-type="bibr" rid="ref37">37</xref>, <xref ref-type="bibr" rid="ref38">38</xref>). Enhanced activity of these enzymes effectively scavenged reactive oxygen species (ROS), thereby substantially decreasing MDA content, a lipid peroxidation product, and reducing tissue damage (<xref ref-type="bibr" rid="ref27">27</xref>). Notably, negative crosstalk exists between Nrf2 and the NF-&#x03BA;B pathway, where Nrf2 activation can indirectly suppress NF-&#x03BA;B activity (<xref ref-type="bibr" rid="ref39">39</xref>), establishing the mechanistic foundation for emodin&#x2019;s synergistic anti-inflammatory and antioxidant effects.</p>
<p>Transforming growth factor-&#x03B2; (TGF-&#x03B2;) is recognized as the &#x201C;master regulator&#x201D; in the pathogenesis of organ fibrosis, particularly PF (<xref ref-type="bibr" rid="ref40">40</xref>). Through receptor binding, it activates the downstream Smad signaling pathway, promoting phosphorylation of Smad2 and Smad3. This complex subsequently translocates to the nucleus, driving transcription of mesenchymal genes and ECM genes such as COL1A1 and FN (<xref ref-type="bibr" rid="ref41">41</xref>, <xref ref-type="bibr" rid="ref42">42</xref>). Studies demonstrate that emodin significantly decreased protein expression levels of TGF-&#x03B2;1, Smad2, Smad3, and Smad7 in lung tissue of rats with PF, directly blocking transmission of this classical pro-fibrotic signal (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). Emodin reduced mRNA and protein levels of Col1 and Col3, as well as serum content of Col1 and Col3 precursors P1CP and P3NP, by inhibiting the TGF-&#x03B2;1/Smad and EMT axis (<xref ref-type="bibr" rid="ref45">45</xref>). Ultimately, HYP content in lung tissue was significantly reduced, directly confirming alleviation of collagen deposition (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref26">26</xref>, <xref ref-type="bibr" rid="ref46">46</xref>). This effect likely results from the demonstrated TGF-&#x03B2; suppression observed in our meta-analysis. Concurrently, emodin upregulated ADAMTS-1 expression, an ECM-degrading enzyme that facilitates breakdown of excess ECM. Conversely, emodin decreased TIMP-1 mRNA levels, relieving inhibition of ECM degradation, with this dual mechanism promoting ECM remodeling and clearance (<xref ref-type="bibr" rid="ref47">47</xref>). This mechanism was examined in one study and, while consistent with the observed reduction in HYP content across our meta-analysis, requires replication to establish causality.</p>
<p>Beyond classical inhibition of Smad phosphorylation, emodin enhances anti-fibrotic effects through a non-canonical regulatory mechanism: activation of Sirt1 signaling. Sirt1 is an NAD&#x202F;+&#x202F;-dependent deacetylase whose function relates to cellular metabolism and anti-aging (<xref ref-type="bibr" rid="ref48">48</xref>). Research indicates that emodin promotes Sirt1 expression, which subsequently deacetylates Smad3. Since acetylated Smad3 possesses higher pro-fibrotic activity, Sirt1-mediated deacetylation effectively attenuates the pro-fibrotic capacity of Smad3, providing additional protection even in the pathological environment of elevated TGF-&#x03B2;1 (<xref ref-type="bibr" rid="ref28">28</xref>). This suggests that emodin&#x2019;s inhibition of TGF-&#x03B2;1/Smad signaling operates through multiple layers and dimensions. However, this mechanism was identified in a single study within our review and represents a promising non-canonical pathway that warrants investigation in additional experimental models.</p>
<p>Epithelial-mesenchymal transition (EMT) represents one of the critical events initiating PF, where epithelial cells lose polarity and transform into myofibroblasts capable of migration and ECM secretion, characterized by downregulation of the epithelial marker E-cadherin and upregulation of mesenchymal markers <italic>&#x03B1;</italic>-SMA and vimentin (<xref ref-type="bibr" rid="ref49">49</xref>). Research confirms that emodin effectively inhibits EMT progression, specifically manifested by promoting E-cadherin expression while reducing expression of &#x03B1;-SMA, vimentin, and FSP-1 (a marker of activated fibroblasts) (<xref ref-type="bibr" rid="ref47">47</xref>). More detailed mechanistic investigation revealed an important molecular axis through which emodin regulates EMT: the c-MYC/miR-182-5p/ZEB2 axis. ZEB2 is a core transcriptional repressor in the EMT process that drives the mesenchymal phenotype by suppressing transcription of genes such as E-cadherin. Emodin inhibits c-MYC expression, thereby upregulating miR-182-5p. Because miR-182-5p functions as a negative regulator of ZEB2, its elevation leads to significant reduction in ZEB2 protein expression, thus relieving repression of E-cadherin and decreasing transcription of mesenchymal genes like vimentin (<xref ref-type="bibr" rid="ref42">42</xref>). Discovery of this regulatory axis provides a precise molecular mechanism for emodin&#x2019;s inhibition of EMT and suggests potential crosstalk with TGF-&#x03B2;1&#x2019;s regulation of ZEB2. While these findings are mechanistically plausible and align with our meta-analyzed reductions in fibrosis markers, the specific molecular pathways were investigated in isolated studies and could not be quantitatively synthesized. Future research should examine these mechanisms across multiple models to enable meta-analytic confirmation.</p>
<p>Additionally, damage and apoptosis of alveolar epithelial cells (AECs) are considered the initial signals triggering EMT. Emodin demonstrates protective anti-apoptotic effects through regulation of Bcl-2 family proteins (<xref ref-type="bibr" rid="ref50">50</xref>). Emodin elevated expression of the anti-apoptotic protein Bcl-2 while reducing expression of the pro-apoptotic protein Bax and the apoptosis executor caspase-3, thereby protecting alveolar epithelial cells and indirectly inhibiting EMT initiation (<xref ref-type="bibr" rid="ref29">29</xref>).</p>
</sec>
<sec id="sec28">
<label>4.3</label>
<title>Limitations</title>
<p>An important limitation of our analysis is that while we quantitatively synthesized key pathological and biochemical outcomes, many underlying molecular mechanisms (e.g., Sirt1, c-MYC/miR-182-5p/ZEB2 axis, ADAMTS-1/TIMP-1) were investigated in only one or few studies and could not be meta-analyzed. Therefore, our discussion of these mechanisms relies on narrative synthesis rather than pooled effect estimates. Future preclinical studies should employ standardized protocols to measure these mechanistic endpoints, enabling comprehensive meta-analytic evaluation. Additionally, the mechanistic network (<xref ref-type="fig" rid="fig10">Figure 10</xref>) represents a theoretical framework synthesizing individual study findings rather than pathways directly validated through our meta-analysis. Although this meta-analysis preliminarily reveals the therapeutic potential of emodin against PF, we must recognize several inherent limitations. These limitations primarily involve geographic distribution of included literature, methodological quality, and heterogeneity in statistical analysis.</p>
<p>First, the literature included in this study exhibits marked geographic bias, with the majority of studies originating from China. This high degree of geographic concentration may limit the external validity of results, failing to adequately represent treatment effects across different ethnicities, environments, or experimental conditions. We strongly recommend that future research should pursue broader international collaboration, incorporating literature from diverse countries and regions to enhance the generalizability of study conclusions. Additionally, some early included studies may present certain methodological and technical limitations. With the rapid advancement of molecular biology techniques, contemporary pharmacological research should adhere strictly to standardized, unified experimental protocols, particularly regarding animal model establishment, intervention dosage selection, and outcome assessment procedures. This is essential for ensuring reproducibility and reliability of experimental data. At present, we advocate active utilization of multi-omics integration technologies (such as genomics, transcriptomics, and metabolomics) alongside other advanced molecular biology approaches to conduct more comprehensive mechanistic investigations of emodin, thereby providing more robust scientific evidence for clinical treatment of PF and effectively improving the efficiency of drug clinical translation.</p>
<p>Second, the included literature revealed deficiencies in risk of bias and methodological quality assessment. Specifically, many studies exhibited high risk regarding blinding of outcome assessors and uncertain risk concerning allocation concealment. These biases represent major factors affecting the accuracy of systematic review results. Of particular concern is that quantitative assessment of pathology forms the foundation for evaluating emodin efficacy, yet existing literature lacks a unified gold standard for grading PF severity and pathological damage (such as the use of Ashcroft and Szapiel scoring systems). To address this shortcoming, future preclinical studies should develop more rigorous and standardized experimental protocols, unify pathological assessment criteria, and strictly adhere to randomization and blinding principles to minimize resulting research bias and error.</p>
<p>Finally, we must candidly acknowledge inherent statistical limitations of this systematic review and meta-analysis. According to the PICO principle, meta-analysis results for certain key outcome indicators exhibited significant heterogeneity. This heterogeneity relates closely to variations in animal model selection, intervention dosage settings, outcome assessment methods, and the number of included studies among investigators. Different experimental conditions and assessment approaches exerted substantial influence on statistical results, thereby limiting our evaluation of the accuracy and reliability of meta-analysis findings.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec29">
<label>5</label>
<title>Conclusion</title>
<p>This systematic review and meta-analysis synthesized current preclinical evidence regarding the therapeutic potential of emodin in rodent models of PF, clearly demonstrating that emodin exhibits marked efficacy in ameliorating the degree of PF and reducing pulmonary pathological damage. The anti-fibrotic effects of emodin are mediated synergistically through multiple key pathways, including anti-inflammatory, antioxidant, anti-apoptotic actions, ECM clearance, and EMT inhibition. However, despite notable efficacy, the robustness and reliability of study findings warrant further consideration due to potential methodological bias risks and significant heterogeneity in outcome indicators among included studies. Therefore, future research should focus on conducting animal studies with more rigorous design and unified assessment standards to further clarify the optimal dosage and long-term safety of emodin for treating PF, thereby advancing clinical practice.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec30">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM2">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec31">
<title>Author contributions</title>
<p>XZ: Validation, Data curation, Formal analysis, Visualization, Conceptualization, Investigation, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. MS: Data curation, Visualization, Formal analysis, Validation, Investigation, Writing &#x2013; review &#x0026; editing, Conceptualization, Writing &#x2013; original draft. ZF: Validation, Conceptualization, Writing &#x2013; review &#x0026; editing, Methodology, Investigation, Formal analysis, Visualization, Writing &#x2013; original draft. YC: Writing &#x2013; original draft, Visualization, Validation. MH: Validation, Writing &#x2013; original draft, Visualization. YW: Writing &#x2013; original draft, Visualization, Validation. JL: Writing &#x2013; original draft, Project administration. YB: Writing &#x2013; review &#x0026; editing, Project administration, Supervision, Conceptualization. DY: Visualization, Project administration, Writing &#x2013; review &#x0026; editing, Supervision, Funding acquisition.</p>
</sec>
<sec sec-type="COI-statement" id="sec32">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec33">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec34">
<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 sec-type="supplementary-material" id="sec35">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmed.2025.1734512/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmed.2025.1734512/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Data_Sheet_2.DOCX" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.DOCX" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0002">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1986898/overview">Marwa Balaha</ext-link>, Kafrelsheikh University, Egypt</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0003"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1342148/overview">Muhammad Rashad</ext-link>, University "G. d'Annunzio" of Chieti-Pescara, Italy</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2609501/overview">Mostafa Bahaa</ext-link>, Horus University, Egypt</p>
</fn>
</fn-group>
<glossary>
<def-list>
<title>Glossary</title>
<def-item>
<term>Ac-Smad3</term>
<def>
<p>Acetylated smad3</p>
</def>
</def-item>
<def-item>
<term>ADAMTS-1</term>
<def>
<p>A disintegrin and metalloproteinase with thrombospondin motifs 1</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03B1;</italic>-SMA</term>
<def>
<p>Alpha-smooth muscle actin</p>
</def>
</def-item>
<def-item>
<term>Bax</term>
<def>
<p>Bcl-2-associated X protein</p>
</def>
</def-item>
<def-item>
<term>Bcl-2</term>
<def>
<p>B-cell lymphoma 2</p>
</def>
</def-item>
<def-item>
<term>c-MYC</term>
<def>
<p>Cellular myelocytomatosis oncogene</p>
</def>
</def-item>
<def-item>
<term>CAT</term>
<def>
<p>Catalase</p>
</def>
</def-item>
<def-item>
<term>Col1</term>
<def>
<p>Collagen type I</p>
</def>
</def-item>
<def-item>
<term>Col3</term>
<def>
<p>Collagen type III</p>
</def>
</def-item>
<def-item>
<term>E-Cad</term>
<def>
<p>E-cadherin</p>
</def>
</def-item>
<def-item>
<term>FN</term>
<def>
<p>Fibronectin</p>
</def>
</def-item>
<def-item>
<term>FSP-1</term>
<def>
<p>Fibroblast-specific protein 1</p>
</def>
</def-item>
<def-item>
<term>GSH</term>
<def>
<p>Glutathione</p>
</def>
</def-item>
<def-item>
<term>GSH-Px</term>
<def>
<p>Glutathione peroxidase</p>
</def>
</def-item>
<def-item>
<term>HO-1</term>
<def>
<p>Heme oxygenase-1</p>
</def>
</def-item>
<def-item>
<term>miR-182-5p</term>
<def>
<p>Microrna-182-5p</p>
</def>
</def-item>
<def-item>
<term>NF-&#x03BA;B</term>
<def>
<p>Nuclear factor kappa B</p>
</def>
</def-item>
<def-item>
<term>Nrf2</term>
<def>
<p>Nuclear factor erythroid 2-related factor 2</p>
</def>
</def-item>
<def-item>
<term>P1CP</term>
<def>
<p>Carboxy-terminal propeptide of type I procollagen</p>
</def>
</def-item>
<def-item>
<term>P3NP</term>
<def>
<p>Amino-terminal propeptide of type III procollagen</p>
</def>
</def-item>
<def-item>
<term>p-I&#x03BA;B&#x03B1;</term>
<def>
<p>Phosphorylated inhibitor of kappa B alpha;</p>
</def>
</def-item>
<def-item>
<term>Smad2/3/7</term>
<def>
<p>Mothers against decapentaplegic homolog 2/3/7</p>
</def>
</def-item>
<def-item>
<term>Sirt1</term>
<def>
<p>Sirtuin 1</p>
</def>
</def-item>
<def-item>
<term>TIMP-1</term>
<def>
<p>Tissue inhibitor of metalloproteinase-1</p>
</def>
</def-item>
<def-item>
<term>TUNEL</term>
<def>
<p>Terminal deoxynucleotidyl transferase dUTP nick end labeling</p>
</def>
</def-item>
<def-item>
<term>ZEB2</term>
<def>
<p>Zinc finger E-box binding homeobox 2</p>
</def>
</def-item>
</def-list>
</glossary>
</back>
</article>