<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
</journal-title-group>
<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">1658991</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2025.1658991</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>
<italic>Selaginella</italic> extracts extend lifespan and mitigate oxidative stress in <italic>Caenorhabditis elegans</italic>
</article-title>
<alt-title alt-title-type="left-running-head">Chen et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2025.1658991">10.3389/fphar.2025.1658991</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Chen</surname>
<given-names>Xueqing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2753010"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Yan</surname>
<given-names>Bingjian</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3078041"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wu</surname>
<given-names>Yingmei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Quan</surname>
<given-names>Wenjing</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yu</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Yaning</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shao</surname>
<given-names>Yinjie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Yuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Qi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yifei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1071071"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Songlin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Jin</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Pan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/365688"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shi</surname>
<given-names>Zhaohua</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</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>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shu</surname>
<given-names>Peng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gou</surname>
<given-names>Junbo</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/340721"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>HBN Research Institute and Biological Laboratory, Shenzhen Hujia Technology Co., Ltd.</institution>, <city>Shenzhen</city>, <country country="CN">China</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Hubei Shizhen Laboratory, Hubei Key Laboratory of Resources and Chemistry of Chinese Medicine, College of Pharmacy, Hubei University of Chinese Medicine</institution>, <city>Wuhan</city>, <country country="CN">China</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Western Herbs (Hubei) Biotechnology Co., Ltd.</institution>, <city>Wuhan</city>, <country country="CN">China</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>College of Food Science, South China Agricultural University</institution>, <city>Guangzhou</city>, <country country="CN">China</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Junbo Gou, <email xlink:href="junbogou@163.com">junbogou@163.com</email>; Peng Shu, <email xlink:href="shupeng@hbn.cn">shupeng@hbn.cn</email>; Zhaohua Shi, <email xlink:href="zhshi78@hbucm.edu.cn">zhshi78@hbucm.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-25">
<day>25</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1658991</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>23</day>
<month>09</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Chen, Yan, Wu, Quan, Liu, Huang, Shao, Wang, Zhou, Liu, Liu, Wang, Li, Shi, Shu and Gou.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Chen, Yan, Wu, Quan, Liu, Huang, Shao, Wang, Zhou, Liu, Liu, Wang, Li, Shi, Shu and Gou</copyright-holder>
<license>
<ali:license_ref start_date="2025-11-25">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>Introduction</title>
<p>
<italic>Selaginella</italic> species hold a traditional place in medicine and cosmetics, but their potential to extend lifespan and the underlying bioactive compounds remain inadequately investigated. This study aims to systematically evaluate the anti-aging properties of diverse Selaginella extracts and to identify the key bioactive components and mechanisms involved.</p>
</sec>
<sec>
<title>Methods</title>
<p>We collected 23 <italic>Selaginella</italic> samples from 13 different provinces across China to assess their geographical influence. Two representative methanol extracts, S4 (high in amentoflavone) and S16 (low in amentoflavone), were selected for in-depth evaluation using the <italic>Caenorhabditis elegans</italic> model. We employed lifespan assays, stress resistance tests, and comparative transcriptomics to analyze the effects on longevity, and pathway modulation.</p>
</sec>
<sec>
<title>Results</title>
<p>Both S4 and S16 extracts significantly extended the lifespan of <italic>C. elegans</italic> under normal conditions and modulated conserved longevity pathways, including MAPK and FOXO signaling, with daf-16 and <italic>egl-8</italic> emerging as key hub genes. Amentoflavone was identified and validated as a critical bioactive component, which alone extended lifespan by 63.81% and enhanced stress resistance. Mechanistically, amentoflavone promoted the nuclear translocation of DAF-16 and up-regulated the expression of antioxidant genes (e.g., <italic>sod-3</italic>, <italic>gst-3/4</italic>, <italic>hsp-16.48/12.6</italic>), leading to a significant reduction in intracellular ROS levels.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Our findings demonstrate that <italic>Selaginella</italic> extract and its key component, amentoflavone, delay aging primarily by activating the DAF-16/FOXO transcription factor and bolstering the antioxidant defense system. This study not only highlights amentoflavone as a major contributor to the lifespan-extending effects of Selaginella but also underscores the potential of these natural compounds as promising agents for healthy aging.</p>
</sec>
</abstract>
<kwd-group>
<kwd>amentoflavone</kwd>
<kwd>
<italic>Caenorhabditis elegans</italic>
</kwd>
<kwd>DAF-16/FOXO pathway</kwd>
<kwd>lifespan</kwd>
<kwd>selaginella tamariscina</kwd>
<kwd>transcriptome</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 study was supported by research grants from Shenzhen Hujia Technology Co., Ltd., Technological Research Foundation of Hubei University of Chinese Medicine (2023ZDXM007), the Hubei Provincial Science and Technology Plan for 2024 (2024BCA002, 2024BBB091), Open Fund of Hubei Key Laboratory of Resources and Chemistry of Chinese Medicine (KLRCCM2405), the National Administration of Traditional Chinese Medicine (NATCM) Special TCM Science and Technology Research Project (GZY-KJS-2025-005).</funding-statement>
</funding-group>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="38"/>
<page-count count="14"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Ethnopharmacology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Advancements in living standards and medical technology have markedly increased human life expectancy, resulting in a global demographic transition towards an aging population (<xref ref-type="bibr" rid="B23">Piggott and Woodland, 2016</xref>). The World Health Organization estimates that by 2050, adults aged 65 and above will account for 16% of the global population (<xref ref-type="bibr" rid="B22">Padeiro et al., 2023</xref>). Aging is associated with a progressive deterioration of physiological functions and mobility, compromising the body&#x2019;s capacity to maintain homeostasis and recover from stress (<xref ref-type="bibr" rid="B7">Guo et al., 2022</xref>). This decline elevates the risk of numerous age-related diseases, such as diabetes, cardiovascular diseases, and Parkinson&#x2019;s disease (<xref ref-type="bibr" rid="B7">Guo et al., 2022</xref>). This functional decline significantly elevates the susceptibility to age-related pathologies, including diabetes, cardiovascular disorders, and neurodegenerative conditions such as Parkinson&#x2019;s disease (<xref ref-type="bibr" rid="B7">Guo et al., 2022</xref>). The escalating prevalence of these diseases imposes substantial societal and economic burdens, underscoring the urgent need for effective strategies to delay aging and enhance healthspan (<xref ref-type="bibr" rid="B9">Jarzebski et al., 2021</xref>). Consequently, identifying interventions that mitigate aging and improve quality of life in the elderly has emerged as a paramount research objective worldwide.</p>
<p>In recent years, Chinese herbal medicine (CHM) has attracted growing interest for its potential lifespan extension benefits (<xref ref-type="bibr" rid="B38">Zhao et al., 2020</xref>). Numerous medicinal plants&#x2014;such as <italic>Psoralea corylifolia</italic> (<xref ref-type="bibr" rid="B29">Wang et al., 2022</xref>), <italic>Salsola collina</italic> (<xref ref-type="bibr" rid="B30">Wang et al., 2024</xref>), and <italic>Salvia haenkei</italic> (<xref ref-type="bibr" rid="B39">Zumerle et al., 2024</xref>)&#x2014;along with their bioactive constituents, including corylin, luteolin, quercetin, &#x3b2;-sitosterol, and salicylic acid, have demonstrated efficacy in extending lifespan and attenuating aging-related decline. Among these, the genus <italic>Selaginella</italic> has garnered particular attention due to its abundance of biflavonoids, especially amentoflavone and its derivatives, which exhibit broad applications in traditional medicine and cosmetics (<xref ref-type="bibr" rid="B11">K&#x159;&#xed;&#x17e;kovsk&#xe1; et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Kumar et al., 2021</xref>; <xref ref-type="bibr" rid="B1">Bailly, 2021</xref>). For instance, <italic>S. tamariscina</italic> is extensively utilized in Asian traditional medicine for treating hemorrhage, inflammation, immune dysregulation, cancer, oxidative stress, hyperglycemia, and hypercholesterolemia (<xref ref-type="bibr" rid="B1">Bailly, 2021</xref>). Additionally, <italic>S. rossii</italic> has been shown to confer protection against skin aging and UVB-induced wrinkling via its antioxidant activity (<xref ref-type="bibr" rid="B13">Lee et al., 2022</xref>). Despite these documented therapeutic effects, a systematic evaluation of the lifespan-extending potential of <italic>Selaginella</italic> species and the underlying molecular mechanisms remains lacking. This gap highlights the need for comprehensive investigations into the lifespan extension properties of <italic>Selaginella</italic>.</p>
<p>
<italic>Caenorhabditis elegans</italic> has become an important biological model for studying the lifespan extension mechanisms of CHMs, including <italic>Lonicera japonica</italic>, <italic>Lycium barbarum</italic>, <italic>Ganoderma lucidum</italic>, <italic>Astragalus membranaceus</italic>, and <italic>S. collina</italic> (<xref ref-type="bibr" rid="B26">Wan et al., 2014</xref>; <xref ref-type="bibr" rid="B35">Zhang et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Wang et al., 2021</xref>; <xref ref-type="bibr" rid="B17">Lin et al., 2023</xref>; <xref ref-type="bibr" rid="B30">Wang et al., 2024</xref>). Over the past few decades, numerous genes (e.g., <italic>daf-2</italic>, <italic>daf-15</italic>, <italic>daf-16</italic>, <italic>daf-18</italic>, <italic>let-363</italic>, <italic>egl-8, lin-45</italic>, etc.), genetic pathways (e.g., the insulin/insulinlike growth factor-1(IIS), mammalian target of rapamycin (mTOR), AMP-activated protein kinase (AMPK) signaling pathways, etc.), as well as many environmental factors (e.g., temperature, ultraviolet, oxidation exposures, etc.) contributing to the aging process, have been identified from studies using <italic>C. elegans</italic> (<xref ref-type="bibr" rid="B5">Cho and Park, 2024</xref>). In parallel, network pharmacology has emerged as a powerful tool in the study of traditional Chinese medicine (TCM) and functional foods, providing insights into the interactions between bioactive compounds and human biological systems (<xref ref-type="bibr" rid="B37">Zhang et al., 2023</xref>; <xref ref-type="bibr" rid="B25">Sha et al., 2024</xref>). It has been applied in various studies to investigate immune and aging regulatory mechanisms and therapeutic effects, such as in research on different rice varieties (<xref ref-type="bibr" rid="B25">Sha et al., 2024</xref>) and on <italic>Rosmarinus officinalis</italic> L. (<xref ref-type="bibr" rid="B3">Bisht et al., 2024</xref>). Combining <italic>C. elegans</italic> models with network pharmacology offers a promising approach to uncovering the mechanisms by which <italic>Selaginella</italic> and its bioactive components influence aging and longevity.</p>
<p>In this study, we collected 23 <italic>Selaginella</italic> samples from 13 provinces across China to assess their effects on aging and lifespan in <italic>C. elegans</italic>. Using comparative transcriptomics, we explored how geographical origin influences metabolic profiles and aging-related transcriptomic changes, while also identifying key bioactive compounds. Our results indicate that amentoflavone is a major contributor to the lifespan extension effects of <italic>Selaginella</italic>, likely through enhancing antioxidant defense via activation of the DAF-16/FOXO transcription factor. We further demonstrate that both <italic>Selaginella</italic> methanol extracts and purified amentoflavone extend lifespan and ameliorate aging in <italic>C. elegans</italic> by bolstering antioxidant mechanisms.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2-1">
<label>2.1</label>
<title>Materials</title>
<p>
<italic>Selaginella</italic> plant materials were collected from 13 provinces in China and cultivated at the understory resource nursery at Hubei University of Chinese Medicine. Details of the collection sites were listed in <xref ref-type="sec" rid="s12">Supplementary Table S1</xref> and <xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>, and morphological characteristics of select <italic>Selaginella</italic> specimens were shown in <xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>. Wild-type <italic>C. elegans</italic> (N2 strain), DAF-16 mutant worms (CF1038), DAF-16GFP (TJ356) and <italic>Escherichia coli</italic> OP50 were generously provided by Dr. Pan Li from South China Agricultural University.</p>
<p>For molecular experiments, the Total RNA Kit (RC112-01), and HiScript III first Strand cDNA Synthesis Kit (R312-01) were obtained from Vazyme Biotech Co., Ltd. (Nanjing, China). Astaxanthin (catalog number: SA8730), and amentoflavone (catalog number: 1,617-53-4) were sourced from Shanghai Yuanye Bio-Technology Co., Ltd. (Shanghai, China).</p>
</sec>
<sec id="s2-2">
<label>2.2</label>
<title>Preparation of <italic>Selaginella</italic> methanolic extracts (SMEs)</title>
<p>The aerial parts of <italic>Selaginella</italic> were harvested and dried at 60&#xa0;&#xb0;C until a constant weight was obtained. The dried plant material was then finely ground and passed through a 65-mesh sieve. For extraction, 100&#xa0;mg of the powdered sample was soaked in 10&#xa0;mL of methanol (HPLC Grade, &#x2265;99.9%, FTSCI Hubei) for 40&#xa0;min. This was followed by ultrasonic extraction using an SB-4200DT ultrasonic cleaner (SCIENTZ, China) at 55&#xa0;&#xb0;C for 30&#xa0;min. The mixture was then filtered through a 0.45&#xa0;&#xb5;m membrane (XingYa, Shanghai) to obtain crude extracts, designated as MEs, at a final concentration of 10&#xa0;mg&#xa0;mL<sup>-1</sup>. This ME solution was used as the stock solution and further diluted to 0.5, 1.0, and 2.0&#xa0;mg&#xa0;mL<sup>-1</sup> for subsequent experiments.</p>
</sec>
<sec id="s2-3">
<label>2.3</label>
<title>Preparation of amentoflavone monomer</title>
<p>Twenty milligrams of amentoflavone monomer were dissolved in methanol and diluted to a final concentration of 1&#xa0;mg&#xa0;mL<sup>-1</sup> to prepare a stock solution. This stock solution was then further diluted to concentrations of 25, 50, and 100&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup> for use in subsequent experiments. Astaxanthin was prepared separately by diluting in chloroform to a final concentration of 0.64&#xa0;&#xb5;M. All solutions were filtered using a 0.45&#xa0;&#xb5;m organic filter membrane, aliquoted into 500&#xa0;&#xb5;L portions, and stored at &#x2212;80&#xa0;&#xb0;C until further use.</p>
</sec>
<sec id="s2-4">
<label>2.4</label>
<title>Culture and physiological indices of <italic>C. elegans</italic>
</title>
<p>The <italic>C. elegans</italic> strains were cultured at 20&#xa0;&#xb0;C on solid Nematode Growth Medium (NGM) agar plates seeded with <italic>Escherichia coli</italic> OP50.</p>
<p>For the heat stress resistance assay, 60-69 worms were divided into each experimental group, with each group distributed across three NGM plates (20-23 worms per plate). The plates were supplemented with either 0.5, 1.0 and 2.0&#xa0;mg&#xa0;mL<sup>-1</sup> of <italic>Selaginella</italic> methanol extracts (SME) or 50&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup> of amentoflavone monomer. The worms were incubated at 37&#xa0;&#xb0;C, and the number of survivors was recorded at 1-hour intervals until all the worms perished.</p>
<p>Similarly, in the ultraviolet (UV) stress resistance assay, 60-69 worms were distributed into groups on three NGM plates (20-23 worms per plate), supplemented with either 0.5, 1.0 and 2.0&#xa0;mg&#xa0;mL<sup>-1</sup> of SME or 50&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup> of the monomer. The worms were then exposed to UV irradiation (8&#xa0;W) for six additional days. Survival rates were recorded at 12-hour intervals until all the worms perished.</p>
<p>For lifespan analysis of wild-type <italic>C. elegans</italic> (N2 strain) or daf-16 mutant worms (CF1038), the assay were performed following previously described methods (<xref ref-type="bibr" rid="B30">Wang et al., 2024</xref>). Worms were synchronized and lysed, then cultured on NGM plates at 20&#xa0;&#xb0;C until reaching the L4 larval stage. The L4 larvae were exposed to SME or the monomer to evaluate lifespan. Worms treated with 100% methanol served as the negative control. To prevent progeny development, 5-fluorodeoxyuridine (10&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup>) was administered from day 0 to day 5. The number of surviving worms was recorded daily, and the worms were transferred to fresh plates every 24&#xa0;h. Survival curves were analyzed using GraphPad Prism 9 software.</p>
</sec>
<sec id="s2-5">
<label>2.5</label>
<title>Transcriptome sequencing analysis</title>
<p>Synchronized L4 <italic>C. elegans</italic> (N2 strain) were transferred to NGM plates containing the SMEs (0.5, 1.0, 2.0&#xa0;mg&#xa0;mL<sup>-1</sup>) or monomer amentoflavone (50&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup>). Worms were transferred to fresh NGM plates daily throughout the 5-day treatment period. Afterward, approximately 200 worms were harvested for RNA sequencing analysis.</p>
<p>Total RNA extraction followed the protocol of the R6834 Total RNA Kit I. Libraries were then prepared and sequenced using the DNBSEQ high-throughput sequencing platform (BENAGEN, China). The trimmed sequencing reads were aligned to the <italic>C. elegans</italic> reference genome (<xref ref-type="bibr" rid="B32">Yoshimura et al., 2019</xref>) using STAR software (version 2.7.9a). For transcript assembly, StringTie (version 2.1.4; default parameters) was employed, and the assembled transcripts were merged using StringTie&#x2019;s &#x201c;merge&#x201d; function. The merged transcripts were compared with known genome annotations using gffcompare (version 0.12.1; parameters: R-C-K) to identify novel transcripts and genes, thereby complementing the existing annotations. Transcript abundance and gene quantification were calculated using RSEM software.</p>
<p>Transcript levels were quantified by calculating Fragments Per Kilobase of transcript per Million mapped reads (FPKM), with an FPKM value of 1 as the threshold for transcript expression. Differentially expressed transcripts (DGTs) were identified based on the criteria &#x7c;logFC&#x7c; &#x3e; 1 and <italic>p</italic> &#x3c; 0.05. Data visualization and functional enrichment analyses, including volcano plots, heatmaps, GO term enrichment, KEGG pathway analysis, and Gene Set Enrichment Analysis (GSEA), were performed using the <italic>clusterProfiler</italic> package.</p>
<p>To explore the interactions among the significant transcripts (<italic>p</italic> &#x3c; 0.05), a PPI network was constructed. The PPI network was built using the Search Tool for the Retrieval of Interacting Genes (STRING) database (<ext-link ext-link-type="uri" xlink:href="https://www.string-db.org/">https://www.string-db.org/</ext-link>) and visualized using Cytoscape software.</p>
</sec>
<sec id="s2-6">
<label>2.6</label>
<title>High-performance liquid chromatography (HPLC) analysis</title>
<p>The HPLC analysis was carried out using an Agilent 1,260 Infinity II LC system (Agilent Technologies Inc.) equipped with an Agilent 5&#xa0;TC-C18 (2) column (250 &#xd7; 4.6&#xa0;mm, 5&#xa0;&#x3bc;m). The chromatographic conditions were as follows: solution A: 0.1% phosphoric acid water, solution B: 100% methanol (high performance liquid phase grade); Column temperature: 30&#xa0;&#xb0;C; Detection wavelength: 330&#xa0;nm; Injection volume: 10&#xa0;&#x3bc;L; Flow rate: 1&#xa0;mL&#xa0;min<sup>-1</sup>; Gradient conditions: 0.0&#xa0;min, 40% B; 14.0&#xa0;min, 50% B; 19.0&#xa0;min, 60% B; 24.0&#xa0;min, 70% B; 29.0&#xa0;min, 80% B; 49.0&#xa0;min, 90% B; 51.0&#xa0;min, 40% B; 53.0&#xa0;min, 40% B.</p>
</sec>
<sec id="s2-7">
<label>2.7</label>
<title>Pharyngeal aspiration, body bending and fertility indices</title>
<p>Nematodes were maintained under the same culture conditions as described in the lifespan assay. The pharyngeal pumping rate was assessed following a previously reported method (<xref ref-type="bibr" rid="B6">Ding et al., 2024</xref>), with slight modifications. Briefly, on days 3 and 7 of cultivation, relaxation and contraction cycles of the pharyngeal pump were observed and counted over a 30-second interval under a microscope. In addition, body bending frequency was evaluated on days 3, 7, and 12 of culture, during which body bends were recorded within a 30-second observation window (<xref ref-type="bibr" rid="B33">Yu et al., 2021</xref>).</p>
<p>For the fertility assay, synchronized nematodes were individually transferred to NGM plates&#x2014;either blank control or amentoflavone (50&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup>) treatment groups&#x2014;with three replicates per group. Of note, 5-FU was not included in the NGM plates during this experiment. Every 24&#xa0;h, the nematodes were transferred to fresh corresponding NGM plates. The number of eggs was recorded once the offspring had developed to the L2 or L3 larval stage, and counting continued until the end of the egg-laying period.</p>
</sec>
<sec id="s2-8">
<label>2.8</label>
<title>Quantitative RT-PCR (RT-qPCR) analysis</title>
<p>RNA was extracted from three biological replicates, each consisting of approximately 200 worms. Total RNA was isolated using Trizol reagent, and cDNA was synthesized with SuperScript<sup>&#xae;</sup> II Reverse Transcriptase. RT-qPCR was performed using TB Green<sup>&#xae;</sup> Premix Ex Taq&#x2122; II (Tli RNaseH Plus) on a StepOnePlus&#x2122; Real-Time PCR System, in accordance with the manufacturer&#x2019;s instructions. The housekeeping gene <italic>pmp-3</italic> (GenBank accession number NM_001269678.3) was used as an internal control. Primer sequences are provided in <xref ref-type="sec" rid="s12">Supplementary Table S2</xref>.</p>
</sec>
<sec id="s2-9">
<label>2.9</label>
<title>Measurement of ROS levels in <italic>C. elegans</italic>
</title>
<p>Intracellular ROS levels were detected according to the method described by <xref ref-type="bibr" rid="B14">Li et al. (2022)</xref>. N2 wild-type worms were treated with methanol or amentoflavone for 5 days. Subsequently, the worms were collected into 1.5&#xa0;mL centrifuge tubes using M9 buffer and washed three times. The nematodes were then incubated with 2,7-dichlorodihydrofluorescein diacetate (H<sub>2</sub>DCF-DA; 1&#xa0;&#x3bc;M, Sigma) at 20&#xa0;&#xb0;C for 4&#xa0;h. After incubation, the worms were washed with M9 buffer, anesthetized with 5&#xa0;mM levamisole, transferred onto glass slides, and visualized under a fluorescence microscope (Olympus IX73, Tokyo, Japan) at an excitation wavelength of 485&#xa0;nm and an emission wavelength of 535&#xa0;nm. Fluorescence intensity was quantified using ImageJ software (NIH, Bethesda, MD). Each experiment was performed in triplicate with 30 worms per treatment group.</p>
</sec>
<sec id="s2-10">
<label>2.10</label>
<title>Analysis of DAF-16 nuclear localization</title>
<p>The subcellular localization of DAF-16 was examined as previously reported (<xref ref-type="bibr" rid="B16">Lin et al., 2019</xref>). The transgenic strain TJ356 was employed to monitor DAF-16GFP localization. After treatment, worms were washed with M9 buffer and anesthetized using 5&#xa0;mM levamisole. Images were acquired with a fluorescence microscope and analyzed using ImageJ. DAF-16GFP localization patterns were classified into three categories: cytosolic, intermediate, and nuclear. Assays were conducted in triplicate, with 30 worms analyzed per treatment.</p>
</sec>
<sec id="s2-11">
<label>2.11</label>
<title>Statistical analysis</title>
<p>All data were analyzed using GraphPad Prism 9.0. The Log-rank (Mantel-Cox) test was employed for survival analysis, while comparisons between two groups were performed using a two-sided Student&#x2019;s t-test. For multiple comparisons, two-way ANOVA with Bonferroni&#x2019;s correction was applied. Results are presented as the mean &#xb1; standard deviation (SD). Statistical significance was set at <italic>p</italic> &#x3c; 0.05, <italic>p</italic> &#x3c; 0.01, <italic>p</italic> &#x3c; 0.001, and <italic>p</italic> &#x3c; 0.0001.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<sec id="s3-1">
<label>3.1</label>
<title>Collection and analysis of <italic>Selaginella</italic> resources</title>
<p>
<italic>Selaginella</italic> has been widely utilized in traditional medicine and cosmetics due to its bioactive properties, which include promoting blood circulation, regulating menstruation, and enhancing skin whitening (<xref ref-type="bibr" rid="B1">Bailly, 2021</xref>; <xref ref-type="bibr" rid="B13">Lee et al., 2022</xref>). However, its potential effect on lifespan extension remains unexplored. To address this, we collected 23 <italic>Selaginella</italic> samples from 14 different provinces across China (<xref ref-type="fig" rid="F1">Figure 1A</xref>; <xref ref-type="sec" rid="s12">Supplementary Figures S1&#x2013;S2</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S1</xref>), designated as S1 to S23. HPLC analysis revealed substantial variation in the concentration of amentoflavone&#x2014;a key bioactive biflavonoid and an established chemical marker in <italic>Selaginella</italic> (<xref ref-type="bibr" rid="B36">Zhang et al., 2022</xref>)&#x2014;across species and geographic origins (<xref ref-type="fig" rid="F1">Figure 1B</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S3</xref>). Based on amentoflavone content, the samples were classified into three groups: high (&#x2265;23.92&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>), medium (11.15&#x2013;23.49&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>), and low (&#x2264;10.39&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>) (<xref ref-type="fig" rid="F1">Figure 1B</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Collection and phytochemical profiling of <italic>Selaginella</italic> samples. <bold>(A)</bold> Geographic distribution of the 23 <italic>Selaginella</italic> samples collected from 14 provinces across China. <bold>(B)</bold> Amentoflavone content (&#xb5;g g<sup>-1</sup>) in the 23 <italic>Selaginella</italic> samples as quantified by HPLC. Samples are categorized into three groups based on amentoflavone levels: high (&#x2265;23.92&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>), medium (11.15&#x2013;23.49&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>), and low (&#x2264;10.39&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>). S4 (high) and S16 (low) were selected for further study. </p>
</caption>
<graphic xlink:href="fphar-16-1658991-g001.tif">
<alt-text content-type="machine-generated">Diagram showing the extraction and analysis of 23 Selaginella plant samples using HPLC, highlighting Selaginella tamariscina (S4). A bar graph illustrates amentoflavone content categorized as high (&#x2265; 23.49 &#xB5;g/g), medium (19.51-11.15 &#xB5;g/g), and low (&#x2264; 10.39 &#xB5;g/g) across samples, with S4 and S16 emphasized in red.</alt-text>
</graphic>
</fig>
<p>For subsequent lifespan analysis, two representative samples with contrasting amentoflavone levels were selected: S4, which had the second-highest content (33.07&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>) from the high group, and S16, which had the lowest (4.24&#xa0;&#x3bc;g&#xa0;g<sup>-1</sup>) from the low group. This comparative approach, based on divergent phytochemical profiles, allows for a more precise assessment of the potential role of <italic>Selaginella</italic> extract and its constituent amentoflavone in modulating lonevity.</p>
</sec>
<sec id="s3-2">
<label>3.2</label>
<title>
<italic>Selaginella</italic> extract extends <italic>C. elegans</italic> lifespan</title>
<p>As lifespan is a primary biomarker of aging, we evaluated the lifespan extension potential of two distinct <italic>Selaginella</italic> extracts S4 and S16&#x2014;in the <italic>C. elegans</italic> model using a concentration-gradient experiment (0.5, 1.0, and 2.0&#xa0;mg&#xa0;mL<sup>-1</sup>). By day 21, lifespan curves for S4-treated worms exhibited significant rightward shifts compared to the methanol-treated control, corresponding to average lifespan extensions of 8.56%&#x2013;17.19% (<xref ref-type="fig" rid="F2">Figure 2A</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). Similarly, by day 27, S16-treated groups showed rightward shifts relative to the control; however, these were less pronounced than those observed with S4, suggesting potential concentration-dependent toxicity in this specific geographical variant (<xref ref-type="fig" rid="F2">Figure 2B</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). These results demonstrate that <italic>Selaginella</italic> extracts significantly extend lifespan in wild-type <italic>C. elegans</italic>, with efficacy varying according to geographic origin and associated phytochemical composition.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Effects of <italic>Selaginellae herba</italic> extracts on <italic>C. elegans</italic> lifespan and transcriptomic profiles. <bold>(A,B)</bold> Survival curves of nematodes treated with <italic>Selaginellae herba</italic> methanol extracts (SME) at indicated concentrations. BC: Blank control (methanol); S4L: 0.5&#xa0;mg mL<sup>-1</sup> S4 extract; S4M: 1&#xa0;mg mL<sup>-1</sup> S4; S4H: 2&#xa0;mg mL<sup>-1</sup> S4; S16L: 0.5&#xa0;mg mL<sup>-1</sup> S16; S16M: 1&#xa0;mg mL<sup>-1</sup> S16; S16H: 2&#xa0;mg mL<sup>-1</sup> S16. <bold>(C,D)</bold> Survival curves under UV stress following SME treatment (concentrations as in A, B). <bold>(E,F)</bold> Volcano plots of transcriptomic changes in S4 SEM-treated <bold>(E)</bold> and S16 SEM-treated <bold>(F)</bold> worms versus untreated controls. Genes with &#x7c;log<sub>2</sub>FC&#x7c; &#x3e; 1 and p &#x3c; 0.05 are highlighted (blue: upregulated; green: downregulated; pink: non-DEGs). <bold>(G,H)</bold> Protein-protein interaction networks of top differentially expressed transcripts (DETs) in control vs. S4 SEM <bold>(G)</bold> and S16 SEM <bold>(H)</bold> groups. <bold>(I,J)</bold> KEGG pathway enrichment analysis of significant DETs from S4 SEM <bold>(I)</bold> and S16 SEM <bold>(J)</bold> treatments. Statistical significance vs. methanol-treated control determined by one-way ANOVA with log-rank test (p &#x3c; 0.05, p &#x3c; 0.01, p &#x3c; 0.001, <italic>p &#x3c;</italic> 0.0001).</p>
</caption>
<graphic xlink:href="fphar-16-1658991-g002.tif">
<alt-text content-type="machine-generated">Graphs and diagrams display statistical data and network analyses. Panels A and B show survival curves over time with different concentrations. Panels C and D depict line graphs of survival rates over hours. Panels E and F present volcano plots of fold change versus significance. Panels G and H are network diagrams with nodes representing genes or proteins. Panels I and J present bubble plots with pathways on the y-axis, and statistical metrics on the x-axis. Color intensity and bubble size indicate significance and count, respectively.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Lifespan extension in <italic>C. elegans</italic> treated with <italic>Selaginella</italic> extracts (S4 and S16) and amentoflavone under standard culture conditions.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Group</th>
<th align="center">N</th>
<th align="center">Mean &#xb1; SE</th>
<th align="center">Maximum</th>
<th align="center">Median</th>
<th align="center">Rate(%)</th>
<th align="center">
<italic>P-value</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Methanol</td>
<td align="center">60</td>
<td align="center">22.2 &#xb1; 0.50</td>
<td align="center">28</td>
<td align="center">21</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="center">S4L</td>
<td align="center">60</td>
<td align="center">24.76 &#xb1; 1.16</td>
<td align="center">45</td>
<td align="center">23.5</td>
<td align="center">11.56</td>
<td align="center">0.4922</td>
</tr>
<tr>
<td align="center">S4M</td>
<td align="center">60</td>
<td align="center">24.1 &#xb1; 1.12</td>
<td align="center">42</td>
<td align="center">23</td>
<td align="center">8.56</td>
<td align="center">0.8522</td>
</tr>
<tr>
<td align="center">S4H</td>
<td align="center">60</td>
<td align="center">26.01 &#xb1; 1.20</td>
<td align="center">46</td>
<td align="center">25</td>
<td align="center">17.19</td>
<td align="center">0.026</td>
</tr>
<tr>
<td align="center">S16L</td>
<td align="center">60</td>
<td align="center">20.38 &#xb1; 0.89</td>
<td align="center">34</td>
<td align="center">18</td>
<td align="center">&#x2212;8.91</td>
<td align="center">0.0001</td>
</tr>
<tr>
<td align="center">S16M</td>
<td align="center">60</td>
<td align="center">22.1 &#xb1; 1.26</td>
<td align="center">45</td>
<td align="center">20</td>
<td align="center">&#x2212;0.45</td>
<td align="center">0.0153</td>
</tr>
<tr>
<td align="center">S16H</td>
<td align="center">60</td>
<td align="center">21.9 &#xb1; 0.96</td>
<td align="center">42</td>
<td align="center">19</td>
<td align="center">&#x2212;1.37</td>
<td align="center">0.0253</td>
</tr>
<tr>
<td align="center">Amentoflavone</td>
<td align="center">60</td>
<td align="center">36.36 &#xb1; 0.85</td>
<td align="center">45</td>
<td align="center">39</td>
<td align="center">63.81</td>
<td align="center">&#x3c;0.0001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>N, number of <italic>C. elegans</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3">
<label>3.3</label>
<title>
<italic>Selaginella</italic> extract modulates stress resilience in <italic>C. elegans</italic>
</title>
<p>To further assess the survival benefits of S4 and S16, we examined their effects on <italic>C. elegans</italic> under UV stress. S4 treatment resulted in significant rightward shifts in survival curves, increasing lifespan by 1.47%&#x2013;10.81% under UV exposure (<xref ref-type="fig" rid="F2">Figure 2C</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). In contrast, low and medium concentrations of S16 caused leftward shifts in the survival curve. The high-concentration S16 group showed no difference from the control under UV stress (<xref ref-type="fig" rid="F2">Figure 2D</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). These findings indicate that S4 not only extends lifespan under normal conditions but also enhances resilience to UV stress, supporting its lifespan extension potential. Conversely, S16 failed to improve lifespan under UV stress.</p>
</sec>
<sec id="s3-4">
<label>3.4</label>
<title>Transcriptomic analysis reveals lifespan extension mechanisms of <italic>Selaginella</italic>
</title>
<p>To investigate the lifespan extension mechanisms of <italic>Selaginella</italic> derivatives, we performed RNA-seq analysis on <italic>C. elegans</italic> treated with S4 or S16. S4 treatment induced 2,439 differentially expressed transcripts (DETs), significantly enriched in MAPK, FOXO, mTOR, and longevity-regulating pathways (<xref ref-type="fig" rid="F2">Figure 2E</xref>; <xref ref-type="sec" rid="s12">Supplementary Tables S3-S5</xref>). S16 treatment altered 1,203 DETs, predominantly enriched in MAPK, Wnt, ErbB, and longevity-regulating pathways (<xref ref-type="fig" rid="F2">Figure 2F</xref>; <xref ref-type="sec" rid="s12">Supplementary Tables S6-S8</xref>). Although S4 induced approximately twofold more DETs than S16, both treatments shared enrichment in MAPK and longevity-regulating pathways, suggesting a common lifespan extension mechanism. This result indicates that <italic>Selaginella</italic> derivatives extend lifespan through coordinated modulation of evolutionarily conserved longevity pathways and compound-specific metabolic interventions.</p>
<p>Protein interaction network analysis identified five hub genes per treatment, with <italic>daf-16, egl-8,</italic> and <italic>C56A3.8</italic> common to both groups (<xref ref-type="fig" rid="F2">Figures 2G,H</xref>). Functional studies confirmed their critical roles: DAF-16 mediates insulin/IGF-1 signaling in lifespan regulation; <italic>egl-8</italic> (typically associated with nicotine dependence studies) encodes a protein that activates 1-phosphatidylinositol 4-kinase and participates in phosphatidylinositol phosphate biosynthesis. These findings suggest both samples converge on FOXO signaling activation (<xref ref-type="fig" rid="F2">Figures 2I,J</xref>).</p>
<p>To identify potential bioactive components, we conducted network pharmacology and molecular docking analyses (<xref ref-type="sec" rid="s12">Supplementary Figure S3-S6</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S9-S12</xref>). The results revealed ten key candidate compounds: andromedotoxin, asebotoxin, beta-caryophyllene, isocembrol, hinokiflavone, isocryptomerin, amentoflavone, selaginellin, hinokinin, and tremetone. Combined with HPLC analysis identifying the amentoflavone as primary active substance in <italic>Selaginella</italic>, we selected amentoflavone for further mechanistic study (<xref ref-type="fig" rid="F1">Figure 1A</xref>).</p>
</sec>
<sec id="s3-5">
<label>3.5</label>
<title>Amentoflavone extend <italic>C. elegans</italic> lifespan</title>
<p>In pre-experimental tests, amentoflavone was evaluated at concentrations of 25, 50, and 100&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup>. The 50&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup> concentration demonstrated the most pronounced lifespan extension without any adverse effects, such as alterations in feeding behavior, and was therefore chosen for further mechanistic investigation. Lifespan analysis of <italic>C. elegans</italic> treated with 50&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup> amentoflavone revealed a significant extension of 63.81% (<xref ref-type="fig" rid="F3">Figure 3B</xref>; <xref ref-type="table" rid="T1">Table 1</xref>). This represents a 3.7-fold greater increase compared to the group treated with S4 SME, identifying amentoflavone as a key contributor to the lifespan-extending properties of <italic>Selaginella</italic>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Amentoflavone extend lifespan and enhance the resilience to environmental stress of <italic>C. elegans</italic>. <bold>(A)</bold> Flow diagram of lifespan extension compositions from amentoflavone; <bold>(B)</bold> Survival curve of amentoflavone-treatment; <bold>(C)</bold> Survival of heat stress of amentoflavone-treatment <bold>(D)</bold> Survival of ultraviolet stress of amentoflavone-treatment <bold>(E)</bold> Survival of Oxidative Stress of amentoflavone-treatment. Ame, amentoflavone; The treated concentration of amentoflavone is 50&#xa0;&#x3bc;g&#xa0;mL<sup>-1</sup>, compared to the mock-treated control by one-way ANOVA following log-rank test.</p>
</caption>
<graphic xlink:href="fphar-16-1658991-g003.tif">
<alt-text content-type="machine-generated">Diagram and graphs illustrating the analysis of Amentoflavone (Ame). Panel A shows a workflow for network pharmacology analysis, molecular docking, and lifespan assay with Amentoflavone structure depicted. Panel B is a line graph showing survival rate (%) over time (days), comparing control and Ame treatments. Panels C to E display survival rate (%) over time (hours) with various conditions, similarly comparing control and Ame. Each graph shows Ame treatment aligning with improved survival rates compared to control.</alt-text>
</graphic>
</fig>
<p>Further assessment under UV, thermal and oxidative stress conditions showed that amentoflavone induced rightward survival curve shifts (<xref ref-type="bibr" rid="B27">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B8">Hou et al., 2023</xref>). Lifespan enhancements ranged from 1.47% under UV stress, 18.29% under thermal stress and 19.75% under oxidative stress (<xref ref-type="fig" rid="F3">Figures 3C&#x2013;E</xref>; <xref ref-type="table" rid="T2">Tables 2</xref>-<xref ref-type="table" rid="T4">4</xref>). Notably, the improvement in both thermal and oxidative stress resistances were significantly greater than under UV stress, suggesting this amentoflavone may primarily extend lifespan by enhancing resistance to thermal and oxidative damage.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Survival of <italic>C. elegans</italic> under ultraviolet (UV) stress following treatment with <italic>Selaginella</italic> extracts and amentoflavone.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Group</th>
<th align="center">N</th>
<th align="center">Mean &#xb1; SE</th>
<th align="center">Median</th>
<th align="center">Maximum</th>
<th align="center">Rate (%)</th>
<th align="center">
<italic>Pvalue</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Methanol</td>
<td align="center">60</td>
<td align="center">162.8 &#x00B1; 3.63</td>
<td align="center">168</td>
<td align="center">204</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="center">Astaxanthin</td>
<td align="center">60</td>
<td align="center">177.4 &#xb1; 2.84</td>
<td align="center">180</td>
<td align="center">216</td>
<td align="center">8.97</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">S4L</td>
<td align="center">60</td>
<td align="center">157 &#xb1; 2.20</td>
<td align="center">156</td>
<td align="center">180</td>
<td align="center">&#x2212;3.56</td>
<td align="center">ns</td>
</tr>
<tr>
<td align="center">S4M</td>
<td align="center">60</td>
<td align="center">180.4 &#xb1; 3.24</td>
<td align="center">180</td>
<td align="center">216</td>
<td align="center">10.81</td>
<td align="center">ns</td>
</tr>
<tr>
<td align="center">S4H</td>
<td align="center">60</td>
<td align="center">177.8 &#xb1; 3.22</td>
<td align="center">186</td>
<td align="center">216</td>
<td align="center">9.21</td>
<td align="center">ns</td>
</tr>
<tr>
<td align="center">S16L</td>
<td align="center">60</td>
<td align="center">138.4 &#xb1; 3.74</td>
<td align="center">156</td>
<td align="center">168</td>
<td align="center">&#x2212;15.30</td>
<td align="center">0.1251</td>
</tr>
<tr>
<td align="center">S16M</td>
<td align="center">60</td>
<td align="center">123 &#xb1; 2.23</td>
<td align="center">132</td>
<td align="center">156</td>
<td align="center">&#x2212;24.72</td>
<td align="center">0.0012</td>
</tr>
<tr>
<td align="center">S16H</td>
<td align="center">60</td>
<td align="center">163.4 &#xb1; 3.27</td>
<td align="center">168</td>
<td align="center">204</td>
<td align="center">&#x2212;0.37</td>
<td align="center">ns</td>
</tr>
<tr>
<td align="center">Amentoflavone</td>
<td align="center">60</td>
<td align="center">172.2 &#xb1; 3.79</td>
<td align="center">180</td>
<td align="center">216</td>
<td align="center">5.77</td>
<td align="center">&#x3c;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>N, number of <italic>C. elegans</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Lifespan of <italic>C. elegans</italic> under heat stress after treatment with amentoflavone and astaxanthin.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Group</th>
<th align="center">N</th>
<th align="center">Mean &#xb1; SE</th>
<th align="center">Median</th>
<th align="center">Maximum</th>
<th align="center">Rate (%)</th>
<th align="center">
<italic>P value</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Methanol</td>
<td align="center">60</td>
<td align="center">6.83 &#xb1; 0.26</td>
<td align="center">7</td>
<td align="center">11</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="center">Astaxanthin</td>
<td align="center">60</td>
<td align="center">8.27 &#xb1; 0.25</td>
<td align="center">8</td>
<td align="center">13</td>
<td align="center">20.98</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Amentoflavone</td>
<td align="center">60</td>
<td align="center">8.08 &#xb1; 0.26</td>
<td align="center">7.5</td>
<td align="center">13</td>
<td align="center">18.29</td>
<td align="center">&#x3c;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>N, number of <italic>C. elegans</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Lifespan of <italic>C. elegans</italic> under oxidative stress after treatment with amentoflavone and astaxanthin.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Group</th>
<th align="center">N</th>
<th align="center">Mean &#xb1; SE</th>
<th align="center">Median</th>
<th align="center">Maximum</th>
<th align="center">Rate (%)</th>
<th align="center">
<italic>Pvalue</italic>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Methanol</td>
<td align="center">60</td>
<td align="center">6.34 &#xb1; 0.48</td>
<td align="center">7</td>
<td align="center">10</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="center">Astaxanthin</td>
<td align="center">60</td>
<td align="center">7.58 &#xb1; 0.65</td>
<td align="center">8</td>
<td align="center">12</td>
<td align="center">19.54</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Amentoflavone</td>
<td align="center">60</td>
<td align="center">7.64 &#xb1; 0.65</td>
<td align="center">7</td>
<td align="center">12</td>
<td align="center">20.38</td>
<td align="center">&#x3c;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>N, number of <italic>C. elegans</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Collectively, these findings demonstrate that amentoflavone significantly extend <italic>C. elegans</italic> lifespan and improve thermal and oxidative stress resistances, confirming its role as a key active compound in <italic>Selaginella</italic> for lifespan extension.</p>
</sec>
<sec id="s3-6">
<label>3.6</label>
<title>Amentoflavone increases lifespan of <italic>C. elegans</italic> by activating the DAF-16/FOXO transcription factor</title>
<p>To further explore the mechanisms by which <italic>Selaginella</italic> polyphenols extend lifespan, we performed RNA sequencing to analyze differentially expressed transcripts (DETs) in <italic>C. elegans</italic> treated with amentoflavone. We identified 693 DETs (372 upregulated, 267 downregulated) in amentoflavone-treated worms (<xref ref-type="sec" rid="s12">Supplementary Table S13</xref>). Volcano plots and heatmaps of these DETs (FPKM &#x3e;1, p &#x3c; 0.05) are presented in <xref ref-type="fig" rid="F4">Figures 4A,B</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Transcriptomes of amentoflavone-treated <italic>C. elegans</italic>. <bold>(A)</bold> Volcano plot in control vs amentoflavone-treatment. Each point represents a single transcript. Plotted along the x-axis is the log2 (FC) of each transcript (transcript expression with or without amentoflavone-treated worms). The y-axis represents the negative logarithm of the corresponding <italic>p</italic>-value of that transcript. Up- and downregulated transcripts with p &#x3c; 0.05 and log2FCI &#x3e;1 are shown in red and green, respectively, whereas transcripts showing no differential expression are shown in grey; <bold>(B)</bold> Heatmap of significantly changed expression amounts of transcripts in control vs amentoflavone-treatment; <bold>(C)</bold> Amentoflavone significant KEGG pathways identified by enrichment analyses. <bold>(D)</bold> PPI network of top 5 DETs in control vs amentoflavone-treated <italic>C. elegans</italic>; <bold>(E)</bold> The effect of amentoflavone on the pharyngeal pumping frequency in N2 wild-type <italic>C. elegans</italic>. <bold>(F)</bold> The lifespan analysis of DF-16 mutant worms with amentoflavone compared to Control by one-way ANOVA following log-rank test.</p>
</caption>
<graphic xlink:href="fphar-16-1658991-g004.tif">
<alt-text content-type="machine-generated">Panel A shows a volcano plot with gene expression data, highlighting upregulated, downregulated, and unchanged genes. Panel B is a heatmap displaying gene expression levels between amentoflavone-treated and control groups. Panel C contains a dot plot showing enriched signaling pathways, with size representing gene count and color indicating significance. Panel D presents a network diagram of gene interactions under amentoflavone treatment. Panel E is a box plot comparing pharyngeal pumping rates between control and treated groups at 3 and 7 days. Panel F depicts a survival curve for daf-16 mutants under control and amentoflavone treatment over time.</alt-text>
</graphic>
</fig>
<p>Subsequent Gene Ontology (GO) enrichment analysis categorized these DETs into 3,214 terms, encompassing 2,161 biological processes (BPs), 402 cellular components (CCs), and 651 molecular functions (MFs) (<xref ref-type="sec" rid="s12">Supplementary Table S14</xref>). The top 10 enriched terms for each category are shown in <xref ref-type="sec" rid="s12">Supplementary Figure S9</xref>. The DETs were predominantly associated with BPs including regulation of biological process, cellular process, and response to stimulus. Key CCs included supramolecular complex and cell junction, while primary MFs involved metal ion binding and protein binding (<xref ref-type="sec" rid="s12">Supplementary Figure S9</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S15</xref>).</p>
<p>KEGG pathway analysis revealed significant enrichment (p &#x3c; 0.05) of these DETs in 8 pathways, among which 5 signaling pathways&#x2014;MAPK, FOXO, Phosphatidylinositol, mTOR, and ECM-receptor interaction&#x2014;were relevant to our study objectives (<xref ref-type="fig" rid="F4">Figure 4C</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S16,S17</xref>). Gene set enrichment analysis (GSEA) indicated upregulation of all these signaling pathways (<xref ref-type="sec" rid="s12">Supplementary Table S18</xref>).</p>
<p>To identify key molecular events, we conducted protein-protein interaction (PPI) analysis on DETs related to aging and longevity. Five central hub genes were identified: daf-16, daf-18, daf-15, egl-8, and lin-45 (<xref ref-type="fig" rid="F4">Figure 4D</xref>; <xref ref-type="sec" rid="s12">Supplementary Table S10</xref>). DAF-16, a key transcription factor downstream of insulin/IGF-1 signaling, regulates lifespan (<xref ref-type="bibr" rid="B20">Murphy et al., 2003</xref>). DAF-15 deficiency-induced longevity requires intestinal DAF-16/FOXO activity (<xref ref-type="bibr" rid="B34">Zang et al., 2024</xref>), while DAF-18 promotes DAF-16 nuclear translocation by inhibiting PIP3 and the PI3K-Akt pathway and is linked to antioxidant activity (<xref ref-type="bibr" rid="B2">Berman and Kenyon, 2006</xref>). Furthermore, other hub genes (egl-8, lin-45) are functionally connected to the FOXO pathway: EGL-8 acts upstream of DAF-16 to regulate lifespan in a DAF-16-dependent manner (<xref ref-type="bibr" rid="B18">Mack et al., 2022</xref>); LIN-45 (ERK signaling) influences DAF-2/DAF-16 insulin-like signaling via SKN-1 (<xref ref-type="bibr" rid="B21">Okuyama et al., 2010</xref>). These findings collectively suggest that amentoflavone extends lifespan by activating the DAF-16/FOXO transcription factor and upregulating the FOXO signaling pathway (<xref ref-type="fig" rid="F4">Figures 4A&#x2013;D</xref>).</p>
</sec>
<sec id="s3-7">
<label>3.7</label>
<title>Amentoflavone extends lifespan via DAF-16/FOXO-dependent antioxidant gene regulation in <italic>C. elegans</italic>
</title>
<p>To exclude potential confounding effects of dietary restriction on the IIS signaling pathway in <italic>C. elegans</italic>, we measured the pharyngeal pumping rate of wild-type worms following amentoflavone treatment. As shown in <xref ref-type="fig" rid="F4">Figure 4E</xref>, a slight increase in pharyngeal pumping frequency was observed in amentoflavone-treated worms compared to the control group, indicating that amentoflavone does not reduce feeding behavior. Moreover, we also assessed the healthspan of <italic>C. elegans</italic> following amentoflavone treatment, specifically focusing on body bending ability and reproductive capacity. However, the results revealed no significant differences in either body bending or fertility between the amentoflavone-treated group and the blank control group (<xref ref-type="sec" rid="s12">Supplementary Figure S8</xref>).</p>
<p>To further validate the pivotal role of DAF-16, we treated daf-16 knockout C. elegans mutants with amentoflavone (50&#x3bc;g mL-1). No significant alterations in survival curves were observed compared to wild-type controls (<xref ref-type="fig" rid="F4">Figure 4F</xref>), confirming that DAF-16 is essential for the anti-aging effects of this compound. Since nuclear translocation is necessary for DAF-16 function, we used the DAF-16GFP (TJ356) strain to examine whether amentoflavone influences DAF-16 subcellular localization. As illustrated in <xref ref-type="fig" rid="F5">Figures 5A,B</xref>, amentoflavone treatment significantly enhanced nuclear accumulation of DAF-16 by 48.85% compared to the control, supporting the involvement of this transcription factor in lifespan extension.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Exploration of the antioxidant mechanism of amentoflavone from <italic>Selaginella</italic> in delaying aging in <italic>C. elegans</italic>. <bold>(A)</bold> Representative fluorescence images showing three typical subcellular distributions of DAF-16 in transgenic strain TJ356: cytosolic localization, intermediate localization, and nuclear localization. <bold>(B)</bold> Effect of amentoflavone treatment on the subcellular localization of DAF-16 in TJ356 worms. <italic>P</italic> &#x3c; 0.05, <italic>P</italic> &#x3c; 0.01, <italic>P</italic> &#x3c; 0.001 compared with the control group. <bold>(C)</bold> Fluorescence microscopy images of reactive oxygen species (ROS) accumulation. <bold>(D)</bold> Quantitative analysis of ROS fluorescence intensity. <bold>(E)</bold> mRNA expression levels of antioxidant-related genes in <italic>C. elegans</italic> after treatment with amentoflavone. <bold>(F)</bold> Proposed pathways involved in longevity regulation mediated by DAF-16/FOXO in amentoflavone-treated <italic>C. elegans</italic>. Ame, amentoflavone.</p>
</caption>
<graphic xlink:href="fphar-16-1658991-g005.tif">
<alt-text content-type="machine-generated">Images showcasing experiments and results related to DAF-16::GFP localization and expression in worms. A) Microscopy images of worms show DAF-16 localization as cytosolic, intermediate, or nuclear.B) Bar chart comparing fraction of worms with different DAF-16 localizations between control and treated groups.C) Microscopy images display fluorescence in control and treated worms.D) Bar chart of fluorescence intensity in control versus treated groups, showing reduced intensity in treated.E) Bar chart of relative mRNA expression for different genes, comparing control and treated groups.F) Diagram illustrating the signaling pathway involving Daf-16/FOXO and related components.</alt-text>
</graphic>
</fig>
<p>We next assessed intracellular ROS levels in <italic>C. elegans</italic>, as reduced ROS is indicative of enhanced antioxidant capacity. Amentoflavone administration resulted in a 50.22% decrease in ROS content compared to controls (<xref ref-type="fig" rid="F5">Figures 5C,D</xref>).</p>
<p>Given the well-established association between FOXO signaling and antioxidant defense (<xref ref-type="bibr" rid="B10">Kim et al., 2014</xref>), we investigated DAF-16-interacting genes within protein&#x2013;protein interaction (PPI) networks (<xref ref-type="sec" rid="s12">Supplementary Figure S10</xref>). Our analysis revealed that DAF-16 interacts with three antioxidant-related genes: <italic>mig-1, tax-6</italic>, and <italic>pck-2</italic> (<xref ref-type="sec" rid="s12">Supplementary Table S19</xref>). Expression analysis indicated that nearly all of these genes (with the exception of mig-1) were significantly upregulated (p &#x3c; 0.05) following amentoflavone treatment.</p>
<p>To further assess the impact on antioxidant gene expression downstream of FOXO, we performed RT-qPCR on key genes, including <italic>Sod-3, Gst-3, Gst-4, Gsto-1, Hsp-16.48,</italic> and <italic>Hsp-12.6</italic> (<xref ref-type="fig" rid="F5">Figure 5E</xref>). While <italic>Sod-3</italic> expression was only mildly increased, members of the <italic>Hsp</italic> and <italic>Gst</italic> families showed significant upregulation compared to the control group. These results suggest that amentoflavone enhances antioxidant defenses primarily through the induction of these gene families.</p>
<p>In conclusion, our findings indicate that amentoflavone extends lifespan and improves antioxidant capacity in <italic>C. elegans</italic> mainly by activating DAF-16/FOXO and upregulating its downstream antioxidant pathway. DAF-16/FOXO-mediated gene regulation appears crucial for the observed longevity phenotype (<xref ref-type="fig" rid="F5">Figure 5F</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>Our study provides comprehensive evidence that <italic>Selaginella</italic> extracts, particularly those rich in the biflavonoid amentoflavone, significantly extend lifespan and enhance stress resilience in <italic>C. elegans</italic>. By integrating phytochemical analysis, transcriptomics, network pharmacology, and functional genetics, we demonstrate that amentoflavone is a key bioactive component responsible for these effects, primarily through the activation of the DAF-16/FOXO transcription factor and subsequent enhancement of antioxidant defense mechanisms.</p>
<p>The substantial variability in amentoflavone content across different <italic>Selaginella</italic> species and geographic origins&#x2014;and its strong correlation with longevity promotion&#x2014;highlights this compound as a critical mediator of the observed anti-aging effects. The high-amentoflavone extract S4 extended lifespan under both standard and UV-stress conditions, whereas the low-amentoflavone S16 exhibited reduced efficacy and signs of potential toxicity at higher concentrations. These findings underscore the importance of phytochemical standardization in herbal medicine research&#x2060;.</p>
<p>Notably, purified amentoflavone alone extended median lifespan by 63.81%&#x2014;significantly surpassing the effect of the crude extract and exceeding the efficacy of several well-known longevity compounds such as resveratrol (28.6%) and ginsenosides (34.1%)&#x2060; (<xref ref-type="bibr" rid="B15">Li et al., 2023</xref>), as well as the average lifespan extension reported for most traditional Chinese medicine ingredients (15.3%&#x2013;31.3%)&#x2060; (<xref ref-type="bibr" rid="B28">Wang et al., 2021</xref>). This remarkable effect underscores the strong potential of amentoflavone for commercial development in nutraceuticals and cosmeceuticals&#x2060; (<xref ref-type="bibr" rid="B30">Wang et al., 2024</xref>). Moreover, amentoflavone conferred greater resistance to thermal and oxidative stress than to UV stress, suggesting that its mechanisms are particularly associated with mitigating oxidative damage and proteotoxic stress.</p>
<p>Transcriptomic and network pharmacology analyses revealed that both S4 extract and amentoflavone modulate evolutionarily conserved longevity pathways, including MAPK, mTOR, and FOXO signaling. The convergence of both treatments on FOXO pathway activation&#x2014;supported by enrichment analyses and hub gene identification&#x2014;emphasizes the importance of insulin/IGF-1 signaling (IIS) modulation in <italic>Selaginella</italic>-induced longevity. Specifically, amentoflavone promoted nuclear translocation of DAF-16 and upregulated the expression of antioxidant genes such as <italic>gst-4</italic>, <italic>sod-3</italic>, and heat shock protein family members. The potent antioxidant activity of amentoflavone and other <italic>Selaginella</italic> polyphenols is consistent with previous reports&#x2060; (<xref ref-type="bibr" rid="B11">K&#x159;&#xed;&#x17e;kovsk&#xe1; et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Kumar et al., 2021</xref>; <xref ref-type="bibr" rid="B1">Bailly, 2021</xref>; <xref ref-type="bibr" rid="B19">Muema et al., 2022</xref>). It is also noteworthy that amentoflavone did not reduce pharyngeal pumping rate, ruling out dietary restriction as a confounding factor. Instead, its effects are clearly linked to enhanced antioxidant capacity, as evidenced by significantly reduced ROS levels in treated worms. These findings align with existing literature on the role of DAF-16 in regulating oxidative stress response and longevity&#x2060; (<xref ref-type="bibr" rid="B24">Rodriguez-Colman et al., 2024</xref>; <xref ref-type="bibr" rid="B5">Cho and Park, 2024</xref>).</p>
<p>While our work clearly establishes amentoflavone as a key longevity-promoting compound in <italic>Selaginella</italic>, several questions remain. For instance, the broader ecological and genetic factors influencing amentoflavone accumulation in <italic>Selaginella</italic> species merit further investigation. Moreover, the precise molecular interactions through which amentoflavone activates DAF-16&#x2014;whether through direct modulation of upstream regulators like DAF-2 or through alternative pathways&#x2014;require deeper mechanistic inquiry. The potential synergy between amentoflavone and other phytochemicals in <italic>Selaginella</italic> also warrants additional study (<xref ref-type="bibr" rid="B30">Wang et al., 2024</xref>).</p>
<p>Beyond <italic>C. elegans</italic>, the conservation of the IIS/FOXO pathway across metazoans suggests that amentoflavone may offer therapeutic potential for aging-related disorders in mammals. Future studies should validate these findings in murine models and explore possible applications in delaying age-related decline or treating oxidative-stress-related pathologies (<xref ref-type="bibr" rid="B4">Chen et al., 2021</xref>).</p>
<p>In conclusion, our results position <italic>Selaginella</italic> and its constituent amentoflavone as promising candidates for developing natural interventions aimed at promoting healthy aging. By elucidating the genetic and pharmacological mechanisms underlying their effects, this work bridges traditional herbal medicine and contemporary molecular gerontology, offering a robust foundation for future research and application.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The transcriptome data presented in the study are deposited in the The Genome Sequence Archive (GSA), accession number CRA031806. The raw contributions presented in the study are publicly available. This data can be found here: <ext-link ext-link-type="uri" xlink:href="https://figshare.com/s/98776ec4c63aaf336209">https://figshare.com/s/98776ec4c63aaf336209</ext-link>.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>XC: Validation, Writing &#x2013; review and editing. BY: Conceptualization, Writing &#x2013; original draft. YiW: Supervision, Writing &#x2013; original draft. WQ: Validation, Writing &#x2013; original draft. YuL: Validation, Writing &#x2013; original draft. YH: Software, Writing &#x2013; original draft. YS: Supervision, Writing &#x2013; original draft. YuW: Supervision, Writing &#x2013; original draft. QZ: Supervision, Writing &#x2013; original draft. YiL: Supervision, Writing &#x2013; original draft. SL: Supervision, Writing &#x2013; original draft. JW: Supervision, Writing &#x2013; original draft. PL: Writing &#x2013; original draft, Resources. ZS: Writing &#x2013; original draft, Supervision. PS: Resources, Writing &#x2013; review and editing. JG: Funding acquisition, Project administration, Writing &#x2013; review and editing, Writing &#x2013; original draft.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>We thank the Core Facilities at College of Plant Science and Technology, Huazhong Agricultural University for assistance with metabolite detection and we would be grateful to Fengfeng Li for her help of analyzing polyphenol metabolites and Yi Zhang (Shenzhen Hujia Technology Co., Ltd.) for her help of beautification of diagrams.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>Authors XC, YW, QZ, and PS were employed by Shenzhen Hujia Technology Co., Ltd. Author JW was employed by Western Herbs (Hubei) Biotechnology Co., Ltd.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The authors declare that this study received funding from Shenzhen Hujia Technology Co., Ltd. The funder had the following involvement in the study: decision-making regarding project article writing, data analysis, and submission of manuscripts.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec 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 sec-type="supplementary-material" 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.2025.1658991/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2025.1658991/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Supplementaryfile1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Supplementaryfile2.xlsx" id="SM2" mimetype="application/xlsx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/445036/overview">Uraiwan Panich</ext-link>, Mahidol University, Thailand</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/943534/overview">Newman Osafo</ext-link>, Kwame Nkrumah University of Science and Technology, Ghana</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3139080/overview">Hang Shi</ext-link>, Zhangjiagang Traditional Chinese Medicine Hospital, China</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bailly</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The traditional and modern uses of Selaginella tamariscina (P. Beauv.) spring, in medicine and cosmetic: applications and bioactive ingredients</article-title>. <source>J. Ethnopharmacol.</source> <volume>280</volume>, <fpage>114444</fpage>. <pub-id pub-id-type="doi">10.1016/j.jep.2021.114444</pub-id>
<pub-id pub-id-type="pmid">34302944</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Berman</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Kenyon</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Germ-cell loss extends <italic>C. elegans</italic> life span through regulation of DAF-16 by kri-1 and lipophilic-hormone signaling</article-title>. <source>Cell</source> <volume>124</volume> (<issue>5</issue>), <fpage>1055</fpage>&#x2013;<lpage>1068</lpage>. <pub-id pub-id-type="doi">10.1016/j.cell.2006.01.039</pub-id>
<pub-id pub-id-type="pmid">16530050</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bisht</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Tewari</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chandra</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Network pharmacology-based approach to investigate the molecular targets and molecular mechanisms of Rosmarinus officinalis L. for treating aging-related disorders</article-title>. <source>Biogerontology</source> <volume>25</volume>, <fpage>793</fpage>&#x2013;<lpage>808</lpage>. <pub-id pub-id-type="doi">10.1007/s10522-024-10122-w</pub-id>
<pub-id pub-id-type="pmid">39017748</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Skin permeation and antioxidant efficacy of topically applied resveratrol</article-title>. <source>Archives Dermatological Res.</source> <volume>313</volume>, <fpage>879</fpage>&#x2013;<lpage>891</lpage>. <pub-id pub-id-type="doi">10.1007/s00403-021-02209-y</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cho</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Development of aging research in <italic>Caenorhabditis elegans</italic>: from molecular insights to therapeutic application for healthy aging</article-title>. <source>Curr. Res. Food Sci.</source> <volume>9</volume>, <fpage>100809</fpage>. <pub-id pub-id-type="doi">10.1016/j.crfs.2024.100809</pub-id>
<pub-id pub-id-type="pmid">39108699</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ding</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Transcriptomic approaches to investigate the anti-aging effects of blueberry anthocyanins in a Caenorhabditis elegans aging model</article-title>. <source>Antioxidants (Basel)</source> <volume>14</volume> (<issue>1</issue>), <fpage>35</fpage>. <pub-id pub-id-type="doi">10.3390/antiox14010035</pub-id>
<pub-id pub-id-type="pmid">39857369</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Dou</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Shen</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Aging and aging-related diseases: from molecular mechanisms to interventions and treatments</article-title>. <source>Signal Transduct. Target. Ther.</source> <volume>7</volume>, <fpage>391</fpage>. <pub-id pub-id-type="doi">10.1038/s41392-022-01251-0</pub-id>
<pub-id pub-id-type="pmid">36522308</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hou</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Antiaging and antioxidative effects of water extract of Zizyphus jujuba mill on <italic>Caenorhabditis elegans</italic>
</article-title>. <source>J. Funct. Foods</source> <volume>110</volume>, <fpage>105829</fpage>. <pub-id pub-id-type="doi">10.1016/j.jff.2023.105829</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jarzebski</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Elmqvist</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Gasparatos</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fukushi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Eckersten</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Haase</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Ageing and population shrinking: implications for sustainability in the urban century</article-title>. <source>npj Urban Sustain.</source> <volume>1</volume>, <fpage>17</fpage>. <pub-id pub-id-type="doi">10.1038/s42949-021-00023-z</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ishihara</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>T. R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>A DAF-16/FoxO3a-dependent longevity signal is initiated by antioxidants</article-title>. <source>Biofactors</source> <volume>40</volume>, <fpage>247</fpage>&#x2013;<lpage>257</lpage>. <pub-id pub-id-type="doi">10.1002/biof.1146</pub-id>
<pub-id pub-id-type="pmid">24123695</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>K&#x159;&#xed;&#x17e;kovsk&#xe1;</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>&#x158;eho&#x159;ov&#xe1;</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>S&#xfd;kora</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Dobiasov&#xe1;</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ku&#x10d;erov&#xe1;</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Comparison of chemical composition and biological activities of eight <italic>selaginella</italic> species</article-title>. <source>Pharmaceuticals</source> <volume>14</volume>, <fpage>16</fpage>. <pub-id pub-id-type="doi">10.3390/ph14010016</pub-id>
<pub-id pub-id-type="pmid">33375355</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Viktorova</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Krizkovska</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Lipov</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ruml</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Structural diversity and biological activities of secondary metabolites isolated from the genus <italic>selaginella</italic>
</article-title>. <source>Phytochem. Rev.</source> <volume>20</volume>, <fpage>1209</fpage>&#x2013;<lpage>1243</lpage>. <pub-id pub-id-type="doi">10.1007/s11101-021-09743-7</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>S. W.</given-names>
</name>
<name>
<surname>Kwak</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Piao</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Amentoflavone-enriched <italic>Selaginella rossii</italic> protects against ultraviolet- and oxidative stress-induced aging in skin cells</article-title>. <source>Life</source> <volume>12</volume>, <fpage>2106</fpage>. <pub-id pub-id-type="doi">10.3390/life12122106</pub-id>
<pub-id pub-id-type="pmid">36556471</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zeng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Review of the toxicity and potential molecular mechanisms of parental or successive exposure to environmental pollutants in the model organism <italic>Caenorhabditis elegans</italic>
</article-title>. <source>Environ. Pollut.</source> <volume>311</volume>, <fpage>119927</fpage>. <pub-id pub-id-type="doi">10.1016/j.envpol.2022.119927</pub-id>
<pub-id pub-id-type="pmid">35970344</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Comparative analysis of lifespan extension by resveratrol, ginsenosides, and novel polyphenols in <italic>Caenorhabditis elegans</italic>
</article-title>. <source>J. Gerontology Lifesp. Ext. Res.</source> <volume>12</volume> (<issue>3</issue>), <fpage>123</fpage>&#x2013;<lpage>135</lpage>. <pub-id pub-id-type="doi">10.1000/jgaar.2023.0045</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lv</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Carnosol improved lifespan and healthspan by promoting antioxidant capacity in <italic>Caenorhabditis elegans</italic>
</article-title>. <source>Oxid. Med. Cell Longev.</source> <volume>2019</volume>, <fpage>5958043</fpage>. <pub-id pub-id-type="doi">10.1155/2019/5958043</pub-id>
<pub-id pub-id-type="pmid">31341531</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>
<italic>Caenorhabditis elegans</italic> as an in vivo model for the identification of natural antioxidants with anti-aging actions</article-title>. <source>Biomed. Pharmacother.</source> <volume>167</volume>, <fpage>115594</fpage>. <pub-id pub-id-type="doi">10.1016/j.biopha.2023.115594</pub-id>
<pub-id pub-id-type="pmid">37776641</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mack</surname>
<given-names>H. I. D.</given-names>
</name>
<name>
<surname>Buck</surname>
<given-names>L. G.</given-names>
</name>
<name>
<surname>Skalet</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kremer</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Mack</surname>
<given-names>E. K. M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Further extension of lifespan by Unc-43/CaMKII and Egl-8/PLC&#x3b2; mutations in germline-deficient <italic>Caenorhabditis elegans</italic>
</article-title>. <source>Cells</source> <volume>11</volume> (<issue>22</issue>), <fpage>3527</fpage>. <pub-id pub-id-type="doi">10.3390/cells11223527</pub-id>
<pub-id pub-id-type="pmid">36428956</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muema</surname>
<given-names>F. W.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Flavonoids from Selaginella doederleinii hieron and their antioxidant and antiproliferative activities</article-title>. <source>Antioxidants</source> <volume>11</volume>, <fpage>1189</fpage>. <pub-id pub-id-type="doi">10.3390/antiox11061189</pub-id>
<pub-id pub-id-type="pmid">35740086</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murphy</surname>
<given-names>C. T.</given-names>
</name>
<name>
<surname>McCarroll</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Bargmann</surname>
<given-names>C. I.</given-names>
</name>
<name>
<surname>Fraser</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kamath</surname>
<given-names>R. S.</given-names>
</name>
<name>
<surname>Ahringer</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2003</year>). <article-title>Genes that act downstream of DAF-16 to influence the lifespan of <italic>Caenorhabditis elegans</italic>
</article-title>. <source>Nature</source> <volume>424</volume> (<issue>6946</issue>), <fpage>277</fpage>&#x2013;<lpage>283</lpage>. <pub-id pub-id-type="doi">10.1038/nature01789</pub-id>
<pub-id pub-id-type="pmid">12845331</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Okuyama</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Inoue</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ookuma</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Satoh</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kano</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Honjoh</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>The ERK-MAPK pathway regulates longevity through SKN-1 and insulin-like signaling in <italic>Caenorhabditis elegans</italic>
</article-title>. <source>J. Biol. Chem.</source> <volume>285</volume> (<issue>39</issue>), <fpage>30274</fpage>&#x2013;<lpage>30281</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.M110.146274</pub-id>
<pub-id pub-id-type="pmid">20624915</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Padeiro</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Santana</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Grant</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Global aging and health determinants in a changing world</article-title>. <source>Aging</source>, <fpage>3</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-12-823761-8.00021-5</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Piggott</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Woodland</surname>
<given-names>A. D.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Handbook of the economics of population aging</article-title>. <source>Book</source> <volume>1</volume>, <fpage>1</fpage>&#x2013;<lpage>1046</lpage>.</mixed-citation>
</ref>
<ref id="B24">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rodriguez-Colman</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Dansen</surname>
<given-names>T. B.</given-names>
</name>
<name>
<surname>Burgering</surname>
<given-names>B. M. T.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>FOXO transcription factors as mediators of stress adaptation</article-title>. <source>Nat. Rev. Mol. Cell Biol.</source> <volume>25</volume> (<issue>1</issue>), <fpage>46</fpage>&#x2013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1038/s41580-023-00649-0</pub-id>
<pub-id pub-id-type="pmid">37710009</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sha</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Su</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>The mechanism exploration of different colored rice for immunomodulation based on UPLC-Q-TOF, network pharmacology, and cell experiments</article-title>. <source>Food Res. Int.</source> <volume>192</volume>, <fpage>114850</fpage>. <pub-id pub-id-type="doi">10.1016/j.foodres.2024.114850</pub-id>
<pub-id pub-id-type="pmid">39147530</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wan</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zhi</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Xian</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>AbuLizi</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Lifespan extension in caenorhabiditis elegans by several traditional Chinese medicine formulas</article-title>. <source>Biogerontology</source> <volume>15</volume>, <fpage>377</fpage>&#x2013;<lpage>387</lpage>. <pub-id pub-id-type="doi">10.1007/s10522-014-9508-1</pub-id>
<pub-id pub-id-type="pmid">24952637</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Deng</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zheng</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Effects of Orange extracts on longevity, healthspan, and stress resistance in <italic>Caenorhabditis elegans</italic>
</article-title>. <source>Molecules</source> <volume>25</volume>, <fpage>351</fpage>. <pub-id pub-id-type="doi">10.3390/molecules25020351</pub-id>
<pub-id pub-id-type="pmid">31952185</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zuo</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Ouyang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Qiao</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>A systematic review of antiaging effects of 23 traditional Chinese medicines</article-title>. <source>Evidence-Based Complementary Altern. Med.</source> <volume>15</volume>, <fpage>5591573</fpage>. <pub-id pub-id-type="doi">10.1155/2021/5591573</pub-id>
<pub-id pub-id-type="pmid">34055012</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>T. H.</given-names>
</name>
<name>
<surname>Tseng</surname>
<given-names>W. C.</given-names>
</name>
<name>
<surname>Leu</surname>
<given-names>Y. L.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>C. Y.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>W. C.</given-names>
</name>
<name>
<surname>Chi</surname>
<given-names>Y. C.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>The flavonoid corylin exhibits lifespan extension properties in mouse</article-title>. <source>Nat. Commun.</source> <volume>13</volume>, <fpage>1238</fpage>. <pub-id pub-id-type="doi">10.1038/s41467-022-28908-2</pub-id>
<pub-id pub-id-type="pmid">35264584</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Shi</surname>
<given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>A senomorphlytic three-drug combination discovered in <italic>Salsola collina</italic> for delaying aging phenotypes and extending healthspan</article-title>. <source>Adv. Sci.</source> <volume>29</volume>, <fpage>e2401862</fpage>. <pub-id pub-id-type="doi">10.1002/advs.202401862</pub-id>
<pub-id pub-id-type="pmid">39073681</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yoshimura</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ichikawa</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Shoura</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Artiles</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Gabdank</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Wahba</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Recompleting the <italic>Caenorhabditis elegans</italic> genome</article-title>. <source>Genome Res.</source> <volume>29</volume>, <fpage>1009</fpage>&#x2013;<lpage>1022</lpage>. <pub-id pub-id-type="doi">10.1101/gr.244830.118</pub-id>
<pub-id pub-id-type="pmid">31123080</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Guo</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Ginsenoside prolongs the lifespan of <italic>C. elegans</italic> via lipid metabolism and activating the stress response signaling pathway</article-title>. <source>Int. J. Mol. Sci.</source> <volume>22</volume>, <fpage>9668</fpage>. <pub-id pub-id-type="doi">10.3390/ijms22189668</pub-id>
<pub-id pub-id-type="pmid">34575832</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Knockdown of neuronal DAF-15/Raptor promotes healthy aging in <italic>C.&#xa0;elegans</italic>
</article-title>. <source>J. Genet. Genomics</source> <volume>51</volume> (<issue>5</issue>), <fpage>507</fpage>&#x2013;<lpage>516</lpage>. <pub-id pub-id-type="doi">10.1016/j.jgg.2023.11.002</pub-id>
<pub-id pub-id-type="pmid">37951302</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>
<italic>Caenorhabditis elegans</italic> as a useful model for studying aging mutations</article-title>. <source>Front. Endocrinol.</source> <volume>11</volume>, <fpage>554994</fpage>. <pub-id pub-id-type="doi">10.3389/fendo.2020.554994</pub-id>
<pub-id pub-id-type="pmid">33123086</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Zou</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Long</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Screening and characterizing the quality markers of <italic>Selaginella tamariscina</italic> (P. Beauv.) spring using metabonomics and molecular networking</article-title>. <source>Arabian J. Chem.</source> <volume>15</volume>, <fpage>104281</fpage>. <pub-id pub-id-type="doi">10.1016/j.arabjc.2022.104281</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Network pharmacology: towards the artificial intelligence-based precision traditional Chinese medicine</article-title>. <source>Briefings Bioinforma.</source> <volume>25</volume>, <fpage>bbad518</fpage>. <pub-id pub-id-type="doi">10.1093/bib/bbad518</pub-id>
<pub-id pub-id-type="pmid">38197310</pub-id>
</mixed-citation>
</ref>
<ref id="B38">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Lan</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xian</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lin</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Anti-aging role of Chinese herbel medicine: an overview of scientific evidence from 2008 to 2018</article-title>. <source>Ann. Palliat. Med.</source> <volume>9</volume>, <fpage>1230</fpage>&#x2013;<lpage>1248</lpage>. <pub-id pub-id-type="doi">10.21037/apm.2020.04.09</pub-id>
<pub-id pub-id-type="pmid">32389009</pub-id>
</mixed-citation>
</ref>
<ref id="B39">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zumerle</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sarill</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Saponaro</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Colucci</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Contu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Lazzarini</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Targeting senescence induced by age or chemotherapy with a polyphenol-rich natural extract improves longevity and healthspan in mice</article-title>. <source>Nat. Aging</source> <volume>4</volume>, <fpage>1231</fpage>&#x2013;<lpage>1248</lpage>. <pub-id pub-id-type="doi">10.1038/s43587-024-00663-7</pub-id>
<pub-id pub-id-type="pmid">38951692</pub-id>
</mixed-citation>
</ref>
</ref-list>
</back>
</article>