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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Conserv. Sci.</journal-id>
<journal-title>Frontiers in Conservation Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Conserv. Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-611X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fcosc.2025.1652155</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Conservation Science</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>
Preliminary study on premature infant death of Hainan gibbons (<italic>Nomascus hainanus</italic>): implications for conservation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Li</surname>
<given-names>Ping</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhou</surname>
<given-names>Zhaoli</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Wenyong</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Yuan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3109523/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Qi</surname>
<given-names>Xuming</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute of Forest Ecology Environment and Nature Conservation, Chinese Academy of Forestry</institution>, <addr-line>Beijing</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Biodiversity Conservation of National Forestry and Grassland Administration</institution>, <addr-line>Beijing</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Bawangling Branch of Hainan Tropical Rainforest National Park Administration</institution>, <addr-line>Changjiang</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Ecology, Hainan University</institution>, <addr-line>Haikou</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1311417/overview">Hong Mingsheng</ext-link>, China West Normal University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1413824/overview">Jihosuo Biswas</ext-link>, Primate Research Centre NE India, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1749213/overview">Saein Lee</ext-link>, University of Zurich, Switzerland</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yuan Chen, <email xlink:href="mailto:yuanchen@hainanu.edu.cn">yuanchen@hainanu.edu.cn</email>; Xuming Qi, <email xlink:href="mailto:77927323@qq.com">77927323@qq.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>6</volume>
<elocation-id>1652155</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Li, Zhou, Li, Chen and Qi.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Li, Zhou, Li, Chen and Qi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Hainan gibbon (<italic>Nomascus hainanus</italic>) is China&#x2019;s only endemic gibbon species and among the world&#x2019;s rarest primate species. Documenting infant mortality and investigating their underlying causes are essential for informing evidence-based conservation strategies to support population recovery. From 2010 to 2024, we conducted demographic monitoring and behavioral observations of extant gibbon groups in Bawangling area of Hainan Tropical Rainforest National Park, China, recording four infant mortality cases through <italic>ad libitum</italic> sampling. Among these, three infants (75%) were born to primiparous females, while one (25%) was born to a multiparous female. Notably, we documented for the first time that 4-month-old infants began to move away from their mothers, and infant mortality events coincided temporally with their initial attempts at independent activities. These findings suggest that inadequate parenting experience (primiparity) in females and premature infant independence would be critical determinants of neonatal survival in Hainan gibbons. Specifically, infants born to primiparous mothers, particularly those aged 4-6 months, face elevated risks of accidental mortality. We propose that conservation efforts prioritize enhanced patrols and rescue protocols during this high-vulnerability stage. Long-term monitoring of infant birth-death dynamics, coupled with rigorous investigation of causative factors, is imperative for the conservation and population recovery of this Critically Endangered species.</p>
</abstract>
<kwd-group>
<kwd>small ape</kwd>
<kwd>infants</kwd>
<kwd>premature death</kwd>
<kwd>maternal parity</kwd>
<kwd>infant independence</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="23"/>
<page-count count="5"/>
<word-count count="1718"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Animal Conservation</meta-value>
</custom-meta>
</custom-meta-wrap>
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</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Primate infant mortality is a critical demographic parameter influencing population dynamics. Documenting neonatal mortality and elucidating its possible causes are essential for developing targeted conservation strategies for threatened species (<xref ref-type="bibr" rid="B2">Altmann and Alberts, 2005</xref>; <xref ref-type="bibr" rid="B7">Hassell et&#xa0;al., 2017</xref>). Reported drivers of primate infant mortality include neonatal diseases, maternal parity status and physiological condition, predation by natural enemies, male infanticide, and extreme climatic events (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B13">Ma et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B4">Campos et&#xa0;al., 2020</xref>). Among these, maternal parity serves as a proxy for reproductive experience and maternal investment, though its species-specific effects remain contentious. For instance, primiparous female baboons (<italic>Papio hamadryas</italic>) exhibit significantly higher offspring mortality compared to multiparous females (<xref ref-type="bibr" rid="B16">Sunderland et&#xa0;al., 2008</xref>), whereas no such parity effect has been detected in Fran&#xe7;ois&#x2019; langurs (<italic>Trachypithecus francoisi</italic>) (<xref ref-type="bibr" rid="B17">Yi et&#xa0;al., 2023</xref>). From a neonate perspective, beyond pathogen exposure and nutritional stress, the transition to behavioral independence (e.g., maternal separation and locomotor exploration) may elevate mortality risk. However, direct observations of these behaviors are logistically challenging in wild forest-dwelling primates, resulting in limited empirical data. Most existing studies derive from captive populations, with wild primate systems remaining critically understudied (<xref ref-type="bibr" rid="B7">Hassell et&#xa0;al., 2017</xref>).</p>
<p>Hainan gibbon (<italic>Nomascus hainanus</italic>) is classified as Critically Endangered (<xref ref-type="bibr" rid="B6">Fan, 2017</xref>; <xref ref-type="bibr" rid="B9">IUCN, 2023</xref>), with a global population of only 42 individuals distributed across seven groups in the Bawangling area of Hainan Tropical Rainforest National Park, China. To address population recovery challenges, extensive research has been conducted on this species, encompassing long-term population monitoring, behavioral ecology, and habitat suitability assessments (<xref ref-type="bibr" rid="B5">Deng and Zhou, 2015</xref>; <xref ref-type="bibr" rid="B22">Zhu et&#xa0;al., 2023</xref>). Hainan gibbons live in social groups, typically comprising one adult male, one to two adult females, and their offspring. Infancy generally refers to individuals under three years of age, juvenility to individuals aged between three and eight years, and adulthood to those over eight years of age. Sexual maturity in females occurs at 7-8 years of age, with a typical interbirth interval of 2-3 years (<xref ref-type="bibr" rid="B21">Zhou et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B19">Zhong et&#xa0;al., 2025</xref>). Maternal care is obligate, and infants remain physically dependent on their mothers until weaning (~2 years), after which they achieve locomotor independence (<xref ref-type="bibr" rid="B23">Zhu et&#xa0;al., 2024</xref>). Given that infant survival is a critical determinant of population viability, systematic documentation of birth-death events and identification of mortality drivers are essential for evidence-based conservation.</p>
<p>In this study, we documented cases of premature infant mortality (i.e., death prior to two years of age) through 15 years of continuous field monitoring, while collecting comprehensive individual information. Moreover, particular attention was given to the earliest age at which infants left their mothers, and their associated behaviors. These data were analyzed to elucidate the potential causes of premature death of infant gibbons, with the ultimate goal of informing more effective conservation strategies for this threatened species.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<p>The study was conducted in the Bawangling area of Hainan Tropical Rainforest National Park (18&#xb0;52&#xb4;-19&#xb0;12&#xb4;N, 108&#xb0;53&#xb4;-109&#xb0;20&#xb4;E), representing one of China&#x2019;s most biologically diverse tropical rainforest ecosystems. The region experiences a tropical monsoon climate, characterized by distinct wet (May-October) and dry (November-April) seasons. The vegetation types in the local forests primarily include tropical cloud forests at elevations above 1200 m, tropical montane rainforests at 800-1200 m, and tropical lowland rainforests at elevations below 800 m (<xref ref-type="bibr" rid="B12">Long et&#xa0;al., 2011</xref>).</p>
<p>Hainan gibbon (<italic>Nomascus hainanus</italic>, Hylobatidae) is one of only 20 extant gibbon species with a global population below 100 individuals (<xref ref-type="bibr" rid="B9">IUCN, 2023</xref>). This species experienced catastrophic declines due to anthropogenic pressures, including habitat loss from commercial logging, and historical illegal hunting, which reduced the population to just 10 individuals across two groups (Group A and Group B) by 1984 (<xref ref-type="bibr" rid="B11">Liu et&#xa0;al., 1989</xref>; <xref ref-type="bibr" rid="B8">He et&#xa0;al., 2023</xref>). Four decades of intensive conservation interventions (e.g., anti-poaching enforcement, habitat restoration) have facilitated gradual population recovery, and a new group (Group C) was established in 2011. Groups D, E, F and G were formed successively in 2014, 2020, 2022 and 2024, respectively (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). The current population inhabits tropical primary and secondary forests within a predator community that includes avian raptors, presenting ongoing ecological challenges for this Critically Endangered species (<xref ref-type="bibr" rid="B18">Zhang et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B14">Meng et&#xa0;al., 2023</xref>).</p>
<p>From 2010 to 2024, we conducted population-level monitoring of gibbon groups for approximately 5 days per month, with the primary objective of verifying the presence and location of the target groups. Population demography, including changes in the number of individual gibbons within each group, was recorded using <italic>ad libitum</italic> sampling (<xref ref-type="bibr" rid="B3">Campbell et&#xa0;al., 2011</xref>). When an infant gibbon was born, we documented the date and the mother&#x2019;s identifying information through direct observations. Infant death was defined as the absence of the infant from its mother&#x2019;s arms in two consecutive observations, given that infant gibbons in early stages cannot survive without maternal care. During 2019-2023, we focused on mother-infant interactions among Hainan gibbons in these groups. Using a combination of focal animal sampling and all-occurrence recording methods (<xref ref-type="bibr" rid="B1">Altmann, 1974</xref>), we documented the behaviors of infant gibbons that left their mothers at an early age, as well as their mothers&#x2019; restraining behaviors during this period.</p>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Infant deaths</title>
<p>A total of four cases of infant gibbon mortality have been documented in the wild (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Two females (code-named CF1 and CF2) from Group C gave birth to single infants in January and September 2012, respectively, with both infants dying at 6 months of age. Similarly, in early January 2023, a female from Group F (FF1) gave birth to an infant, and which also died prematurely at 4 months of age. All three females in these cases were primiparous. Additionally, one recorded case involved an infant that was not the mother&#x2019;s first offspring: in March 2022, a female from Group D (DF2) gave birth to an infant. This one was DF2&#x2019;s third offspring, and died 2 months later. Overall, primiparous female gibbons accounted for a higher proportion of infant deaths (75%) compared to multiparous females (25%).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary of four cases of infant death in Hainan gibbons (<italic>Nomascus hainanus</italic>) between 2010 and 2024 in Hainan Island, China.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Date</th>
<th valign="middle" align="left">Mother</th>
<th valign="middle" align="left">Group</th>
<th valign="middle" align="left">Parity</th>
<th valign="middle" align="left">Age at infant death</th>
<th valign="middle" align="left">Group background</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">June 2012</td>
<td valign="middle" align="left">CF1</td>
<td valign="middle" align="left">GC</td>
<td valign="middle" align="left">Primiparous</td>
<td valign="middle" align="left">Six months</td>
<td valign="middle" align="left">Newly-formed group</td>
</tr>
<tr>
<td valign="middle" align="left">February 2013</td>
<td valign="middle" align="left">CF2</td>
<td valign="middle" align="left">GC</td>
<td valign="middle" align="left">Primiparous</td>
<td valign="middle" align="left">Six months</td>
<td valign="middle" align="left">Newly-formed group</td>
</tr>
<tr>
<td valign="middle" align="left">May 2022</td>
<td valign="middle" align="left">DF2</td>
<td valign="middle" align="left">GD</td>
<td valign="middle" align="left">Multiparous</td>
<td valign="middle" align="left">Two months</td>
<td valign="middle" align="left">Mature group</td>
</tr>
<tr>
<td valign="middle" align="left">April 2023</td>
<td valign="middle" align="left">FF1</td>
<td valign="middle" align="left">GF</td>
<td valign="middle" align="left">Primiparous</td>
<td valign="middle" align="left">Four months</td>
<td valign="middle" align="left">Newly-formed group</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Newly-formed group, females and males form family groups for the first time; Mature group, after establishing a family, females and males reproduce at least once.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Infant independence</title>
<p>Infant gibbons (&lt;3 years old) exhibit obligate maternal dependence, requiring continuous care during their early development. Initial separation from the mother occurs at 4-6 months of age, marking the onset of gradual behavioral independence. On March 18, 2019, a 4-month-old infant with incompletely darkened fur from Group C was observed grasping a horizontal trunk with one hand and attempting to pluck fruits from the tree with the other (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). However, the infant was unable to move independently due to insufficient forearm strength, and could only hang from the trunk and sway. The mother was 0.5 m away, feeding on a mature fruit of <italic>Ficus subpisocarpa</italic>. After approximately 10 seconds, the mother quickly drew the infant toward her with her legs and gathered it into her arms with one hand. Born in November 2018, this represents the first recorded instance of a 4-month-old infant initiating movement away from its mother. Additionally, On July 10, 2023, a 6-month-old infant in Group F exhibited relatively agile activities: it could sustain its body with one hand and pluck fruits with the other (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). When the mother was feeding or resting, the infant could move within a range of approximately 1 m from her; during potential danger or group movements, the mother would retrieve the infant into her arms.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Morphology and behavior of infant Hainan gibbons at four months old <bold>(A)</bold> and six months old <bold>(B)</bold> when the infants left their mothers in Hainan Island, China.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-06-1652155-g001.tif">
<alt-text content-type="machine-generated">Panel A presents a female gibbon with golden fur, accompanied by a black-furred infant, as they forage amid leaves and branches. Panel B depicts a female gibbon suspending from a branch while holding a smaller, dark-furred infant.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>For the first time, we have documented infant mortality events in wild Hainan gibbons. All four cases occurred between regular monitoring sessions, though no carcasses were recovered. Notably, three cases shared consistent characteristics: the infants were born to primiparous females (approximately 8 years old) that had recently established new social groups. This pattern suggests that inadequate maternal experience in infant restraint and protection behaviors may contribute to infant mortality. Our behavioral 4observations demonstrated that infant gibbons initiate independent locomotion at 4-6 months of age, and this developmental stage temporally matching the age of the four deceased infants. In cases of inadequate maternal lactation, infants may be driven to prematurely seek external food sources. Furthermore, infants at this stage exhibit limited behavioral competence in threat avoidance, remaining critically dependent on timely maternal retrieval when encountering hazards such as slippery branches, raptors, or human disturbances, these factors collectively represent probable mortality risks.</p>
<p>This study reveals that primiparous female Hainan gibbons exhibit high infant mortality, supporting the important influence of primate parity status on infant survival (<xref ref-type="bibr" rid="B15">Roof et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B16">Sunderland et&#xa0;al., 2008</xref>). As <xref ref-type="bibr" rid="B20">Zhou (2008)</xref> documented, Hainan gibbons require maternal protection when their infants face raptor attacks. One of the probable causes of infant mortality in gibbons appears to be females&#x2019; inadequate experience in parenting and infants&#x2019; early independent activities at 4-6 months of age. Therefore, we recommend that the conservation managers prioritize monitoring of 4-6 month-old infants with primiparous mothers, and minimize non-essential anthropogenic disturbances. We further suggest enhancing daily patrols and rescue capabilities, including assigning 1-2 experienced staff per group to enable rapid response to emergencies like infant falls. Although additional factors (e.g., genetic bottleneck, male infanticide, behavioral stressors, and extreme weather) require further investigation (<xref ref-type="bibr" rid="B13">Ma et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B4">Campos et&#xa0;al., 2020</xref>), these findings provide valuable insights for understanding wild primate population dynamics and informing conservation strategies for threatened species.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Hainan University Institutional Animal Use and Care Committee. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>PL: Funding acquisition, Methodology, Writing &#x2013; original draft. ZZ: Investigation, Writing &#x2013; review &amp; editing. WL: Investigation, Writing &#x2013; review &amp; editing. YC: Conceptualization, Funding acquisition, Writing &#x2013; review &amp; editing. XQ: Conceptualization, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research and/or publication of this article. This study was supported by Long-term Ecological Monitoring of the New Breeding Unit of Hainan Gibbons and Evaluation of its Umbrella Effect (HNZH2022-026 to PL), and Hainan Provincial Natural Science Foundation of China (324QN210 to YC).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the staff from Bawangling Branch of Hainan Tropical Rainforest National Park Administration for their help with data collection in the field. We are grateful to Dr. Ewuketu Linger Mekonnen edited this manuscript in the English language. We also thank two reviewers for their comments on the manuscript.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<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 id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fcosc.2025.1652155/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcosc.2025.1652155/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
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