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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2025.1537474</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Evolution of craniofacial shape in relation to sexual dimorphism in <italic>Theropithecus</italic> and <italic>Papio</italic>
</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ossorio</surname>
<given-names>&#xc1;ngeles</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3051570/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Figueroa-Torrej&#xf3;n</surname>
<given-names>Ambra</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3049307/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Buston</surname>
<given-names>Rodrigo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/software/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Caldon</surname>
<given-names>Matteo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Mathe</surname>
<given-names>Jacinto</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2125918/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Doria</surname>
<given-names>Giuliano</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Gippoliti</surname>
<given-names>Spartaco</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/424116/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Volta</surname>
<given-names>Antonella</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3170214/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Ferreira da Silva</surname>
<given-names>Mar&#xed;a Joana</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2091875/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Bobe</surname>
<given-names>Ren&#xe9;</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/236513/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Carvalho</surname>
<given-names>Susana</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2072903/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Capelli</surname>
<given-names>Cristian</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1401085/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mart&#xed;nez</surname>
<given-names>Felipe I.</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Facultad de Ciencias Biol&#xf3;gicas, Pontificia Universidad Cat&#xf3;lica de Chile</institution>, <addr-line>Santiago</addr-line>,&#xa0;<country>Chile</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Physical Anthropology Unit, Department of Biodiversity, Ecology, and Evolution, Faculty of Biological Sciences, Universidad Complutense de Madrid</institution>, <addr-line>Madrid</addr-line>,&#xa0;<country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma</institution>, <addr-line>Parma</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Science, Gorongosa National Park</institution>, <addr-line>Sofala</addr-line>,&#xa0;<country>Mozambique</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Institute of Human Sciences, School of Anthropology and Museum Ethnography, University of Oxford</institution>, <addr-line>Oxford</addr-line>,&#xa0;<country>United Kingdom</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Museo Civico di Storia Naturale &#x201c;Giacomo Doria&#x201d;</institution>, <addr-line>Genoa</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>IUCN/SSC Primate Specialist Group</institution>, <addr-line>Rome</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Societ&#xe0; Italiana per la Storia della Fauna &#x201c;G. Altobello&#x201d;</institution>, <addr-line>Rome</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Department of Veterinary Science, University of Parma</institution>, <addr-line>Parma</addr-line>,&#xa0;<country>Italy</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>CIBIO, Centro de Investiga&#xe7;&#xe3;o em Biodiversidade e Recursos Gen&#xe9;ticos, InBIO Laborat&#xf3;rio Associado Campus de Vair&#xe3;o, Universidade do Porto</institution>, <addr-line>Vair&#xe3;o</addr-line>,&#xa0;<country>Portugal</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>BIOPOLIS Program in Genomics, Biodiversity and Land Planning</institution>, <addr-line>CIBIO, Vair&#xe3;o</addr-line>,&#xa0;<country>Portugal</country>
</aff>
<aff id="aff12">
<sup>12</sup>
<institution>Organisms and Environment Division, School of Biosciences, Cardiff University</institution>, <addr-line>Cardiff</addr-line>,&#xa0;<country>United Kingdom</country>
</aff>
<aff id="aff13">
<sup>13</sup>
<institution>Interdisciplinary Center for Archaeology and Evolution of Human Behaviour (ICArEHB), University of Algarve</institution>, <addr-line>Faro</addr-line>,&#xa0;<country>Portugal</country>
</aff>
<aff id="aff14">
<sup>14</sup>
<institution>Escuela de Antropolog&#xed;a, Facultad de Ciencias Sociales, Pontificia Universidad Cat&#xf3;lica de Chile</institution>, <addr-line>Santiago</addr-line>,&#xa0;<country>Chile</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Laura M. Mart&#xed;nez, University of Barcelona, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/135091/overview">Emmanuel Paul Gilissen</ext-link>, Royal Museum for Central Africa, Belgium</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2059848/overview">Stephen Frost</ext-link>, University of Oregon, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Felipe I. Mart&#xed;nez, <email xlink:href="mailto:fmartinezl@uc.cl">fmartinezl@uc.cl</email>
</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>13</volume>
<elocation-id>1537474</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Ossorio, Figueroa-Torrej&#xf3;n, Buston, Caldon, Mathe, Doria, Gippoliti, Volta, Ferreira da Silva, Bobe, Carvalho, Capelli and Mart&#xed;nez.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ossorio, Figueroa-Torrej&#xf3;n, Buston, Caldon, Mathe, Doria, Gippoliti, Volta, Ferreira da Silva, Bobe, Carvalho, Capelli and Mart&#xed;nez</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Sexual dimorphism in cranial morphology is a significant aspect of primate evolution, providing insights into evolutionary pressures and mating systems in different species. This study focuses on cranial sexual dimorphism in <italic>Papio</italic> and <italic>Theropithecus</italic>, two closely related genera within the tribe Papionini. </p>
</sec>
<sec>
<title>Methods</title>
<p>Using geometric morphometric techniques, we analyzed 570 cranial specimens from both genera, with data sourced from various studies and repositories. Thirty craniofacial landmarks were defined and analyzed through Geometric Morphometrics tools to evaluate shape variation. </p>
</sec>
<sec>
<title>Results</title>
<p>Our findings reveal distinct morphological clusters for each genus and sex, with <italic>Papio</italic> and <italic>Theropithecus</italic> exhibiting significant sexual dimorphism. The results distinguish genera and sex-based groups, indicating differential impacts of size on shape across groups. The findings suggest that while sexual dimorphism is stable in magnitude within each genus, the specific morphological manifestations differ. </p>
</sec>
<sec>
<title>Discussion</title>
<p>This research advances our understanding of the evolutionary mechanisms driving sexual dimorphism and emphasizes the need for further studies to explore the genetic and environmental factors influencing these differences. The innovative approach and comprehensive dataset provide a robust framework for future investigations into primate cranial morphology and its evolutionary implications.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Papionini</kwd>
<kwd>
<italic>Papio</italic>
</kwd>
<kwd>
<italic>Theropithecus</italic>
</kwd>
<kwd>sexual dimophism</kwd>
<kwd>geometric morphometrics (GM)</kwd>
</kwd-group>
<contract-num rid="cn001">ANID/FONDECYT 1240657</contract-num>
<contract-sponsor id="cn001">Agencia Nacional de Investigaci&#xf3;n y Desarrollo<named-content content-type="fundref-id">10.13039/501100020884</named-content>
</contract-sponsor>
<counts>
<fig-count count="10"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="15"/>
<word-count count="5695"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Behavioral and Evolutionary Ecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Sexual dimorphism is a significant aspect influencing morphological variability and evolution in primates. All African papionins, which include the genera <italic>Cercocebus</italic> and <italic>Lophocebus</italic> (mangabeys), <italic>Mandrillus</italic> (mandrills and drills), <italic>Papio</italic> (baboons), <italic>Rungwecebus</italic> (kipunji) and <italic>Theropithecus</italic> (geladas) (<xref ref-type="bibr" rid="B67">Strasser and Delson, 1987</xref>; <xref ref-type="bibr" rid="B73">Zinner et&#xa0;al., 2013</xref>), are characterized by being sexually dimorphic, resulting in significantly different morphologies between males and females (<xref ref-type="bibr" rid="B14">Delson et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B64">Smith and Jungers, 1997</xref>). In the case of <italic>Mandrillus</italic>, females account for 30%-40% of male size, while in the others, they correspond to 50%-70% of male size (<xref ref-type="bibr" rid="B68">Swedell, 2011</xref>). Large-bodied papionins, <italic>Mandrillus, Papio</italic> and <italic>Theropithecus</italic>, share a series of morphological characteristics such as a high degree of terrestriality, elongated faces with prominent snout, and being some of the most visually striking with varied colorations and showy manes, hypothesized to have evolved through sexual selection (<xref ref-type="bibr" rid="B58">Setchell and Dixson, 2001</xref>; <xref ref-type="bibr" rid="B57">Setchell, 2005</xref>; <xref ref-type="bibr" rid="B68">Swedell, 2011</xref>). From this, they are considered a good model for evaluating the dynamics of sexual selection and its mechanisms, because closely related species exhibit pronounced variations in sexually selected traits (<xref ref-type="bibr" rid="B47">Petersdorf et&#xa0;al., 2019</xref>).</p>
<p>At the phylogenetic level, molecular data indicate that large-bodied papionins do not form a monophyletic clade, despite sharing many morphological characteristics. Instead, mandrills are phylogenetically grouped with <italic>Cercocebus</italic>, while baboons cluster with geladas, arboreal mangabeys (<italic>Lophocebus</italic>) and kipunji (<xref ref-type="bibr" rid="B44">Liedigk et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B50">Pugh and Gilbert, 2018</xref>; <xref ref-type="bibr" rid="B13">Craig et&#xa0;al., 2024</xref>). It has been suggested that, in addition to this closeness, episodes of intergeneric introgression have occurred between baboons and geladas during their evolutionary history (<xref ref-type="bibr" rid="B70">Walker et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B8">Caldon et&#xa0;al., 2024</xref>), with interbreeding reported in extant wild and captive populations (<xref ref-type="bibr" rid="B19">Dunbar and Dunbar, 1974</xref>; <xref ref-type="bibr" rid="B33">Harris and Disotell, 1998</xref>; <xref ref-type="bibr" rid="B71">Zinner et&#xa0;al., 2011</xref>).</p>
<p>Baboons (<italic>Papio</italic> sp.) have successfully adapted to diverse habitats, and currently inhabit the coastal areas of the Red Sea in the Arabian Peninsula and sub-Saharan Africa (<xref ref-type="bibr" rid="B26">Fleagle, 2013</xref>). Six species of <italic>Papio</italic> are presently recognized under the phylogenetic species concept: <italic>P. anubis</italic> (olive), <italic>P. cynocephalus</italic> (yellow)<italic>, P. hamadryas</italic> (hamadryas), <italic>P. kindae</italic> (kinda), <italic>P. papio</italic> (Guinea), and <italic>P. ursinus</italic> (chacma) (<xref ref-type="bibr" rid="B74">Zinner et&#xa0;al., 2009</xref>, <xref ref-type="bibr" rid="B73">2013</xref>). <italic>Papio</italic> species exhibit a wide range of behavioral patterns and are phenotypically different (<xref ref-type="bibr" rid="B22">Elton and Dunn, 2020</xref>). They show differences in body size, cranial morphology, color and texture of adult coat, and sexually selected characteristics such as sexually dimorphic canines (<xref ref-type="bibr" rid="B24">Fischer et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B45">Martinez et&#xa0;al., 2019</xref>).</p>
<p>The genus <italic>Theropithecus</italic> has only one extant species, <italic>T. gelada</italic>, with three apparently distinct evolutionary units inhabiting the highlands of Ethiopia (<xref ref-type="bibr" rid="B31">Gippoliti, 2010</xref>; <xref ref-type="bibr" rid="B59">Shotake et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B72">Zinner et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B65">Snyder-Mackler et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B69">Trede et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B8">Caldon et&#xa0;al., 2024</xref>). They live in complex, multi-level societies with units composed of a reproductive leader male, several adult females and their young, which then group with other units forming bands, which in turn group into communities or herds (<xref ref-type="bibr" rid="B66">Snyder-Mackler et&#xa0;al., 2012</xref>). This species exhibits a high degree of sexual dimorphism in body size (males weigh on average 16.5-20.5 kg, and females 8.3-13.8 kg) and appearance, with males having long, shaggy hair, pronounced facial whiskers, and large canines, while females have shorter coat and more uniform color (<xref ref-type="bibr" rid="B3">Bergman and Beehner 2013</xref>; <xref ref-type="bibr" rid="B26">Fleagle, 2013</xref>).</p>
<p>Geladas, hamadryas and Guinea baboons maintain a complex multilevel social organization system, where the primary level of organization of their society is the one-male unit, which corresponds to the reproductive unit composed of a sexually active male leader, a variable number of adult females (1&#x2013;12 in geladas; 1&#x2013;6 in Guinea), their offspring and, in some cases, 1 or 2 follower males (<xref ref-type="bibr" rid="B26">Fleagle, 2013</xref>; <xref ref-type="bibr" rid="B39">Kummer, 1968</xref>). When several units join together, they form clans, which in turn to constitute bands, and finally, these gather into communities or troops around resources such as sleeping sites (<xref ref-type="bibr" rid="B26">Fleagle, 2013</xref>; <xref ref-type="bibr" rid="B56">Schreier and Swedell, 2009</xref>). However, they differ in that both baboon species exhibit male philopatry with limited female dispersal from groups, whereas geladas display female philopatry with male dispersal from the natal unit (<xref ref-type="bibr" rid="B34">Jolly, 2020</xref>; <xref ref-type="bibr" rid="B25">Fischer et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B65">Snyder-Mackler et&#xa0;al., 2014</xref>). They are characterized by polygyny, with intense competition for female mates, as the group&#x2019;s leader male aggressively excludes others and monopolizes females, protecting his access to mating and offspring (<xref ref-type="bibr" rid="B10">Chowdhury et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B39">Kummer, 1968</xref>; <xref ref-type="bibr" rid="B48">Pines et&#xa0;al., 2011</xref>).</p>
<p>In contrast, chacma, olive, kinda and yellow baboons, known as savannah baboons and dubbed &#x201c;COKY&#x201d; baboons (<xref ref-type="bibr" rid="B34">Jolly, 2020</xref>), live in multi-male, multi-female groups (parsimoniously hypothesized as ancestral state of the genus) with female philopatry and male dispersal, where females remain in the group, constituting its stable core, and males leave it to join a new one (<xref ref-type="bibr" rid="B24">Fischer et&#xa0;al., 2019</xref>). Their mating system is polygynandrous, meaning that both females and males have multiple mating partners (<xref ref-type="bibr" rid="B25">Fischer et&#xa0;al., 2017</xref>, <xref ref-type="bibr" rid="B24">2019</xref>), nevertheless, high-ranking males tend to have greater mating and reproductive success, with this bias manifesting more in chacma baboons (<xref ref-type="bibr" rid="B6">Bulger, 1993</xref>; <xref ref-type="bibr" rid="B2">Alberts et&#xa0;al., 2003</xref>, <xref ref-type="bibr" rid="B1">2006</xref>). However, there is great variation in their degree of sexual dimorphism, reflecting differences in the intensity of male competition and female mate choice (<xref ref-type="bibr" rid="B47">Petersdorf et&#xa0;al., 2019</xref>).</p>
<p>The genus <italic>Papio</italic> shows a pronounced variation in the degree and expression of other sexual traits (<xref ref-type="bibr" rid="B15">Dixson, 2012</xref>). An example of this is body mass, which can range between 17&#x2013;30 kg in males and 9&#x2013;16 kg in females, resulting in a ratio that varies between 1.56 and 2.00 (<xref ref-type="bibr" rid="B14">Delson et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B18">Dunbar, 1990</xref>; <xref ref-type="bibr" rid="B25">Fischer et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B68">Swedell, 2011</xref>). The kinda baboon is the smallest and most gracile baboon species, exhibiting the least sexual dimorphism in body size (<xref ref-type="bibr" rid="B62">Singleton et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B47">Petersdorf et&#xa0;al., 2019</xref>), while the chacma baboon is the largest baboon species with the greatest size difference between sexes (<xref ref-type="bibr" rid="B35">Jolly et&#xa0;al., 2011</xref>). Additionally, <italic>Papio</italic> species in multi-level/one-male unit (polygynous males) and multi-male-multi-female (polygynandrous) systems differ in their growth rates. Polygynous males in the former group (<italic>P. papio</italic> and <italic>P. hamadryas</italic>) tend to accelerate and shorten their growth (thus growing less). While polygynandrous males in the latter group of species (<italic>P. anubis</italic>, <italic>P. ursinus</italic> and <italic>P. cynocephalus</italic>) are more likely to reach a larger body size (<xref ref-type="bibr" rid="B43">Leigh et&#xa0;al., 2005</xref>). An exception to this is <italic>P. kindae</italic>, which despite belonging to the second group of baboons, their growth patterns differ due to differences in their allometry patterns and size related to shape dimorphism (<xref ref-type="bibr" rid="B62">Singleton et&#xa0;al., 2017</xref>). It can also be observed that adult males of savannah baboons either lack or have moderately fur capes, whereas hamadryas and Guinea baboons have prominent capes with multiple light and dark rings (<xref ref-type="bibr" rid="B34">Jolly, 2020</xref>; <xref ref-type="bibr" rid="B47">Petersdorf et&#xa0;al., 2019</xref>). Also, differences in relative testis size have been described, with polygynous species having smaller adult testis size compared to baboons living in multi-male, multi-female groups, with larger testis, probably being selected for in polygynandrous primates (<xref ref-type="bibr" rid="B16">Dixson, 2017</xref>).</p>
<p>In most primates and mammals, the observed male-biased sexual size dimorphism, such as in <italic>Papio</italic> and <italic>Theropithecus</italic>, mirrors the strength of sexual selection acting upon males. In the past, morphometrics studies of the <italic>Papio</italic> skull have shown that the variation in baboons is influenced by various factors that reflect adaptations to local selection (<xref ref-type="bibr" rid="B42">Leigh and Cheverud, 1991</xref>). However, sexual selection and male competition are the default hypotheses to explain the pronounced dimorphism of the craniofacial skeleton, in particular canines (<xref ref-type="bibr" rid="B40">Leigh, 2006</xref>). Sexual selection could be partly responsible for the evolution of other secondary traits in male baboons or to contribute to female size, thus driving specific morphological divergence within and between genera (<xref ref-type="bibr" rid="B29">Gilbert et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B40">Leigh, 2006</xref>). Moreover, all these male-biased traits are likely to be informative at the phylogenetic level if they correlate to shared mating systems (<xref ref-type="bibr" rid="B30">Gilbert and Rossie, 2007</xref>).</p>
<p>Male and female baboons follow a common ontogenetic trajectory during their developmental stages, and in some cases juvenile cranial forms are indistinguishable between sexes (<xref ref-type="bibr" rid="B11">Collard and O&#x2019;Higgins, 2001</xref>; <xref ref-type="bibr" rid="B60">Simons et&#xa0;al., 2018</xref>). Thus, craniofacial sexual dimorphism is related to size in African cercopithecines (including <italic>Papio</italic> and <italic>Theropithecus</italic>), and in baboons allometric scaling plays an important role (<xref ref-type="bibr" rid="B28">Frost et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B42">Leigh and Cheverud, 1991</xref>; <xref ref-type="bibr" rid="B40">Leigh, 2006</xref>; <xref ref-type="bibr" rid="B61">Singleton, 2002</xref>). Allometry plays a significant role in structuring adult morphological diversity, with variables such as the rate and/or duration of cranial growth being particularly important as they substantially contribute to skull shape variation in baboons (<xref ref-type="bibr" rid="B28">Frost et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B27">Frost, 2013</xref>). This is because males grow at a faster rate and for a longer period than females to reach their final adult size, while females slow their growth much earlier (<xref ref-type="bibr" rid="B41">Leigh and Bernstein, 2006</xref>). In relation to canine&#x2019;s sexual dimorphism, it has been found that the male teeth erupts at a later age, at a faster rate and for a longer duration than in females, while in females, it erupts with extraordinary speed (<xref ref-type="bibr" rid="B43">Leigh et&#xa0;al., 2005</xref>).</p>
<p>Furthermore, there are species-level differences in the patterns of craniodental sexual dimorphism in <italic>Papio</italic>, as in the case of <italic>P. kindae</italic> (<xref ref-type="bibr" rid="B62">Singleton et&#xa0;al., 2017</xref>). Kinda baboons deviate from a common ontogenetic pathway, showing less pronounced size and shape dimorphism than other baboon species. It has even been observed that <italic>P. kindae</italic> adult cranial size and shape are like those of subadults in other baboon species (<xref ref-type="bibr" rid="B47">Petersdorf et&#xa0;al., 2019</xref>). Therefore, it has been proposed that less intense sexual selection may contribute to limit dimorphism and size increase in <italic>P. kindae</italic> (<xref ref-type="bibr" rid="B40">Leigh, 2006</xref>). However, the pattern of canine dimorphism in <italic>P. kindae</italic> is common to the mean of other <italic>Papio</italic> species (<xref ref-type="bibr" rid="B62">Singleton et&#xa0;al., 2017</xref>). On the one hand, <italic>P. ursinus</italic> exhibits higher canine dimorphism, which reflects the larger size of males (<xref ref-type="bibr" rid="B49">Plavcan, 1998</xref>). On the other hand, <italic>P. anubis</italic> presents lower canine dimorphism, which would be linked to increased canine height in females and low dimorphism in cranial shape (<xref ref-type="bibr" rid="B62">Singleton et&#xa0;al., 2017</xref>).</p>
<p>Within this context, this study aims to quantitatively evaluate and compare cranial sexual dimorphism between the genera <italic>Papio</italic> and <italic>Theropithecus</italic> by means of geometric morphometrics tools. We aim to describe the size and shape patterns of craniofacial dimorphism, and whether they manifest in the same way or not in these genera. Among the large-bodied papionins, these two genera are the most closely related phylogenetically, enabling new comparative assessments of cranial morphology and the evolution of sexual dimorphism in highly dimorphic and related species.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Sampling and data acquisition</title>
<p>The study comprises 570 cranial specimens analyzed by means of geometric morphometrics tools using 30 homologous three-dimensional (3D) landmarks. <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> shows the composition of the sample, with 519 specimens belonging to the six species of the genus <italic>Papio</italic> and 51 specimens belonging to the genus <italic>Theropithecus</italic>. Among these, the genus <italic>Papio</italic> includes 384 males and 135 females, while the genus <italic>Theropithecus</italic> comprises 29 males and 22 females (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The sample combines four different sources of data representing the baboon craniofacial skeleton: (a) <xref ref-type="bibr" rid="B20">Dunn et&#xa0;al. (2013)</xref> providing 546 individuals with 3D craniofacial landmark coordinates manually recorded from museum specimens using a Microscribe (<xref ref-type="bibr" rid="B20">Dunn et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B21">Elton and Cardini, 2008</xref>); (b) <xref ref-type="bibr" rid="B45">Mart&#xed;nez et&#xa0;al. (2019)</xref> providing 3D surface models from 8 <italic>Papio</italic> individuals from Gorongosa National Park, Mozambique (<xref ref-type="bibr" rid="B4">Bobe et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Ferreira da Silva et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B7">Caldon et&#xa0;al., 2025</xref>), these surface models were generated using a Next Engine Desktop 3D Scanner from NextEngine, Inc., and digitized using Amira 5.5 software (Mercury Inc. USA); (c) Morphosource (<ext-link ext-link-type="uri" xlink:href="http://morphosource.org/">http://morphosource.org/</ext-link>), a free-access platform (<xref ref-type="bibr" rid="B12">Copes et&#xa0;al., 2016</xref>) from where 10 surface models were downloaded and digitized using the Landmark v3.2 software; and (d) new scanning data from 6 individuals from the Museo Storia Naturale di Genova (MSNG), CT-scanned in a Siemens Somatom Sensation Open, multilayer helicoidal Scan (20 layers) and digitized using the Landmark v3.2 program (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref> for details).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Composition of the sample.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="5" align="left">Number of specimens by sex and species</th>
</tr>
<tr>
<th valign="middle" align="center">Genus</th>
<th valign="middle" align="center">Species</th>
<th valign="middle" align="center">Male</th>
<th valign="middle" align="center">Female</th>
<th valign="middle" align="center">Total</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="5" align="left">
<italic>Theropithecus</italic>
</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>gelada</italic>
</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">51</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="left">
<italic>Papio</italic>
</th>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>anubis</italic>
</td>
<td valign="middle" align="center">116</td>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">162</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>cynocephalus</italic>
</td>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">27</td>
<td valign="middle" align="center">73</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>hamadryas</italic>
</td>
<td valign="middle" align="center">35</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">43</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>kindae</italic>
</td>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">18</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>papio</italic>
</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">14</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>ursinus</italic>
</td>
<td valign="middle" align="center">67</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">83</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<italic>sp</italic>
</td>
<td valign="middle" align="center">97</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">126</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">Total</td>
<td valign="middle" align="center">413</td>
<td valign="middle" align="center">157</td>
<td valign="middle" align="center">570</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The set of thirty (3D) landmarks was selected and filtered from the configuration of landmarks used in <xref ref-type="bibr" rid="B20">Dunn et&#xa0;al. (2013)</xref> and <xref ref-type="bibr" rid="B45">Mart&#xed;nez et&#xa0;al. (2019)</xref>. The <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> presents the detailed anatomical description of the 30 landmarks used in this study. The landmarks were defined following a protocol that involves eliminating specimens with a low number of recorded points and excluding landmarks absent in a significant portion of the group. This approach allowed for a balanced and representative data set that could be reliably compared across different individuals and species (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Anatomical definitions of the thirty, three-dimensional landmarks used in this study.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="2" align="left">Anatomical description of the Landmarks used</th>
</tr>
<tr>
<th valign="middle" align="left">Landmark</th>
<th valign="middle" align="center">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left">Prosthion: antero-inferior point on projection of pre-maxilla between central incisors.</td>
</tr>
<tr>
<td valign="middle" align="left">2</td>
<td valign="middle" align="left">Prosthion2: antero-inferior-most point on pre-maxila, equivalent to prosthion but between central and lateral incisors</td>
</tr>
<tr>
<td valign="middle" align="left">3</td>
<td valign="middle" align="left">Anterior-most point of canine alveolus.</td>
</tr>
<tr>
<td valign="middle" align="left">4</td>
<td valign="middle" align="left">Mesial p3: Most mesial point on P3 alveolus, projected onto alveolar margin</td>
</tr>
<tr>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected labially onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">6</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected labially onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">7</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected labially onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">8</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected labially onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">9</td>
<td valign="middle" align="left">Posterior midpoint onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected lingually onto alveolar margin</td>
</tr>
<tr>
<td valign="middle" align="left">11</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected lingually onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">12</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected lingually onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">13</td>
<td valign="middle" align="left">Contact Points between adjacent pre-molars/molars, projected lingually onto alveolar margin.</td>
</tr>
<tr>
<td valign="middle" align="left">14</td>
<td valign="middle" align="left">Anterior-most point of the incisive foramen.</td>
</tr>
<tr>
<td valign="middle" align="left">15</td>
<td valign="middle" align="left">Middle-line point of the incisive foramen projected onto its margin.</td>
</tr>
<tr>
<td valign="middle" align="left">16</td>
<td valign="middle" align="left">Posterior-most point of incisive foramen</td>
</tr>
<tr>
<td valign="middle" align="left">17</td>
<td valign="middle" align="left">Greater palatine foramen.</td>
</tr>
<tr>
<td valign="middle" align="left">18</td>
<td valign="middle" align="left">Point of maximum curvature on the posterior edge of the palatine.</td>
</tr>
<tr>
<td valign="middle" align="left">19</td>
<td valign="middle" align="left">Tip of posterior nasal spine.</td>
</tr>
<tr>
<td valign="middle" align="left">20</td>
<td valign="middle" align="left">Anterior tip of the external auditory meatus.</td>
</tr>
<tr>
<td valign="middle" align="left">21</td>
<td valign="middle" align="left">Posterior tip of the external auditory meatus.</td>
</tr>
<tr>
<td valign="middle" align="left">22</td>
<td valign="middle" align="left">Inion: most posterior point of the cranium.</td>
</tr>
<tr>
<td valign="middle" align="left">23</td>
<td valign="middle" align="left">Asterion: Most lateral meeting point of mastoid part of temporal bone and supraoccipital</td>
</tr>
<tr>
<td valign="middle" align="left">24</td>
<td valign="middle" align="left">Nasospinale: inferior-most midline point of piriform aperture.</td>
</tr>
<tr>
<td valign="middle" align="left">25</td>
<td valign="middle" align="left">Point corresponding to largest width of piriform aperture.</td>
</tr>
<tr>
<td valign="middle" align="left">26</td>
<td valign="middle" align="left">Nasion: midline point on fronto-nasal suture.</td>
</tr>
<tr>
<td valign="middle" align="left">27</td>
<td valign="middle" align="left">Glabella: Most forward projecting midline point of frontals at the level of the supraorbital ridges.</td>
</tr>
<tr>
<td valign="middle" align="left">28</td>
<td valign="middle" align="left">Zygo-max superior:antero-superior point of zygomaticomaxillary suture taken at orbit.</td>
</tr>
<tr>
<td valign="middle" align="left">29</td>
<td valign="middle" align="left">Center of nasolacrimal foramen (fossa for lacrimal duct)</td>
</tr>
<tr>
<td valign="middle" align="left">30</td>
<td valign="middle" align="left">Lambda: Junction of sagital and lamboid sutures.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Source: <xref ref-type="bibr" rid="B45">Martinez et&#xa0;al., 2019</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Homology map on the skull of a female <italic>Theropithecus gelada</italic> (reference individual: 1091; see the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>). <bold>(A)</bold> frontal view. <bold>(B)</bold> lateral view. <bold>(C)</bold> posterior view. <bold>(D)</bold> inferior view.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g001.tif">
<alt-text content-type="machine-generated">Four red 3D models of a primate skull are labeled with yellow markers. A shows the front view, highlighting facial features and teeth. B displays the side profile, marking jawline and skull contours. C presents the posterior view, emphasizing the cranial shape. D shows the underside, detailing the palate and skull base. Each view has numbered markers corresponding to specific anatomical points.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2_2">
<title>Morphometric analysis</title>
<p>Geometric morphometric methods were used to study the variability in cranial shape and size. The landmark-data underwent Generalized Procrustes analysis (GPA) superimposition, minimizing the sum of square Euclidean distances between corresponding landmarks. The scaling method was performed using unit centroid size (<xref ref-type="bibr" rid="B5">Bookstein, 1991</xref>; <xref ref-type="bibr" rid="B63">Slice, 2001</xref>). Principal Component Analysis (PCA) was used to summarize the variance and visualize the distribution of the entire sample, and for males and females independently. The PCA reduces the dimensionality of the morphometric data to a set of uncorrelated components (PCs) and allows the exploration of distribution trends without prior assumption about classification. Pooled within-groups (species) regression analyses were conducted for males and females to assess the impact of (log) centroid size on cranial shape (<xref ref-type="bibr" rid="B17">Drake and Klingenberg, 2008</xref>), and the magnitude of dimorphism was measured using boxplots of centroid size. With the aim to further explore the interaction between size and shape accounting for differences between genera, we followed another two methodological procedures. First, the residuals from the regressions were subjected to a new GPA and PCA. This procedure allows us to explore the differences between <italic>Papio</italic> and <italic>Theropithecus</italic> using shape components that are size-independent. Finally, we performed natural log-centroid size regressions for separate species (including males and females together) to compute shape scores for each of them. The resulting shape scores represent allometric vectors related to sex for each species that can be then compared by assessing the angular relation between them (<xref ref-type="bibr" rid="B62">Singleton et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B38">Klingenberg and Marug&#xe1;n-Lob&#xf3;n, 2013</xref>). If the observed angle between two vectors is smaller than expected, the two vectors share some degree of similarity between them (<xref ref-type="bibr" rid="B38">Klingenberg and Marug&#xe1;n-Lob&#xf3;n, 2013</xref>). Finally, we computed an agglomerative clustering tree (Ward&#x2019;s method) to visualize the pairwise angular differences between species&#x2019; sexual allometric vectors. <italic>Papio papio</italic> was not included in this tree due to its differing sample size of males and females, which is virtually all males (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Because males and females <italic>Papio</italic> and <italic>Theropithecus</italic> are drastically different in their cranial morphology, we perform separate analyses to explore the general trends when comparing <italic>Papio</italic> males with <italic>Theropithecus</italic> males, and <italic>Papio</italic> females with <italic>Theropithecus</italic> females. These comparisons allow us to independently study the allometric and non-allometric components, and to specifically compare the allometric vectors related to sex for each species by assessing the angular relation between these vectors. All the procedures were performed using MorphoJ version 1.08 (<xref ref-type="bibr" rid="B37">Klingenberg, 2011</xref>). Scatterplots were computed in R (<xref ref-type="bibr" rid="B52">R Core Team, 2017</xref>, see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data</bold>
</xref>). The clustering tree was computed using PAST version 4.15 (<xref ref-type="bibr" rid="B32">Hammer et&#xa0;al., 2001</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>PCA before adjusting for size</title>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> shows the distribution pattern of all the specimens in the sample, using PCA before adjusting for centroid size. The principal component 1 (PC1) explains the largest amount of variation (43.4%), and it is highly correlated with centroid size (r = 0.91). The PC1 and PC2 together separate the two genera. <italic>Theropithecus</italic> samples cluster in a well-defined area of the PC1/PC2 plot. The <italic>Theropithecus</italic> samples show an important degree of proximity with <italic>Papio</italic>, notably with several <italic>P. hamadryas</italic> males. Some specimens of the genus <italic>Papio</italic> (spp. or unknown species) are confounded with the <italic>Theropithecus</italic> cloud, but this may be due to museum/collection mislabeling. The males of the greater sized species <italic>P. anubis</italic>, <italic>P. ursinus</italic> and most of the <italic>P. cynocephalus</italic> show a higher level of grouping than females. Whereas <italic>P. papio</italic> and <italic>P. hamadryas</italic>, the medium sized species, are intermediate between the larger and smaller ones, like <italic>P. kindae.</italic> The kinda individuals appear near the negative end of PC1 next to some specimens of <italic>P. cynocephalus</italic>. The few <italic>P. cynocephalus</italic> individuals clustering with <italic>P. kindae</italic> are most likely museum/collection mislabeling due to taxonomic nomenclature that predates the raise of kinda from subspecies of <italic>P. cynocephalus</italic> to species <italic>per se</italic> (see <xref ref-type="bibr" rid="B45">Martinez et&#xa0;al., 2019</xref>). Likewise, <italic>T. gelada</italic> appears near the same values of PC1 as <italic>P. kindae</italic> but separates from them with higher scores across the PC2.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Principal component plot with males and females before adjusting for size. Principal Component 1 (PC1) explains the largest amount of variation (43.4%), significantly more than the variance explained by PC2 (14%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g002.tif">
<alt-text content-type="machine-generated">Scatter plot showing principal component analysis (PCA) of different baboon species. PC1 accounts for 43.4% of the variance, and PC2 for 14%. Species are color-coded and represented by circles for females and triangles for males. Species include P. anubis, P. cynocephalus, P. hamadryas, P. kindae, P. papio, P. ursinus, Papio sp., and T. gelada.</alt-text>
</graphic>
</fig>
<p>Sexual dimorphism produces relevant morphological disparity. Therefore, we examine the shape patterns within each sex alone (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> shows the PC1/PC2 distribution of male individuals. The species with a greater body size like <italic>P. anubis</italic> and <italic>P. ursinus</italic> show higher values in PC1, grouping in the positive end of the distribution. <italic>P. cynocephalus</italic> (also considered big sized Papionini) appears near the same values but with some specimens displaced to the medium and negative scores near <italic>P. hamadryas</italic> and <italic>P. kindae</italic> respectively. As in the previous PCA, the male <italic>Theropithecus</italic> cluster shows an important degree of proximity with <italic>Papio</italic>, notably <italic>P. hamadryas</italic> males. The PC1/PC2 distribution of females (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) shows a clearer distinction between both genera than males.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Principal component plot with males. (PC1 36%; PC2 14.5%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g003.tif">
<alt-text content-type="machine-generated">Scatter plot showing principal component analysis of different species. The x-axis represents PC1 accounting for thirty-six percent variance, and the y-axis represents PC2 with fourteen point five percent variance. Each species, like P. anubis and T. gelada, is represented by different colored triangles.</alt-text>
</graphic>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Principal component plot for females (PC1 35.1%; PC2 19.2%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g004.tif">
<alt-text content-type="machine-generated">Scatter plot showing PCA analysis of various species with principal component one on the X-axis and principal component two on the Y-axis. Different colored dots represent species including P. anubis, P. cynocephalus, P. hamadryas, P. kindae, P. papio, P. ursinus, Papio sp., and T. gelada. Species are spread across the graph, with notable clustering towards the center-right.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_2">
<title>Multivariate regression on size and PCA after adjusting for size</title>
<p>
<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref> and <xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref> show the multivariate regression on natural log-centroid size for males and females, respectively. The relationship between shape and size (Regression Score) is summarized from the pooled within-groups multivariate regression of Procrustes coordinates on the natural log-transformed centroid size. In males, the regression score accounts for 13.2% of the predicted variance and 17.6% in females (p &lt; 0.0001).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Regression score (RS) and log centroid size plot for males. RS accounts for 13.2% of the predicted variance (p &lt; 0.0001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g005.tif">
<alt-text content-type="machine-generated">Scatter plot showing species differences in regression score against log centroid size. Each species is represented by different colored triangles: P. anubis in green, P. cynocephalus in light blue, P. hamadryas in orange, and others. The plot indicates a positive correlation between the two variables.</alt-text>
</graphic>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Regression score (RS) and log centroid size plot for females. RS accounts for 17.6% of the predicted variance (p &lt; 0.0001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g006.tif">
<alt-text content-type="machine-generated">Scatter plot displaying Regression Score 1 versus Log Centroid Size for various species, each represented by differently colored dots. A legend to the right identifies the species, including P. anubis, P. cynocephalus, P. hamadryas, P. kindae, P. papio, P. ursinus, Papio sp., and T. gelada. Most data points show a positive correlation trend.</alt-text>
</graphic>
</fig>
<p>
<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref> shows the distribution pattern of male specimens after adjusting for natural log-centroid size. The principal component 1 (PC1) explains 28.3% and PC2 12.9% of variation. Once the effect of size is adjusted for, the amount of variation explained by PC1 is heavily reduced and the <italic>Theropithecus</italic> clustering now shows a clear separation with <italic>Papio</italic>. A similar situation is observed for females in <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref> (PC1/PC2). When the effect of size is removed, the amount of variation explained by PC1 is reduced and the female <italic>Theropithecus</italic> clustering shows a clear distance from the <italic>Papio</italic> clustering.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Principal component analysis plot of &#x2018;size adjusted shape (using the regression residuals) for males (PC1 28.3%; PC2 12.9%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g007.tif">
<alt-text content-type="machine-generated">Scatter plot showing distribution of various species using principal component analysis (PCA). The x-axis represents PC1 at 28.3%, and the y-axis represents PC2 at 12.9%. Different colored triangles represent species: green for P. anubis, blue for P. cynocephalus, orange for P. hamadryas, cyan for P. kindae, brown for P. papio, purple for P. ursinus, pink for Papio sp., and gray for T. gelada. Most species cluster towards the center, with T. gelada scattered towards the top right.</alt-text>
</graphic>
</fig>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Principal component analysis plot of &#x2018;size adjusted shape (using the regression residuals) for females (PC1 27.1%; PC2 12.8%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g008.tif">
<alt-text content-type="machine-generated">Scatter plot showing principal component analysis (PCA) of different species of primates. PC1 accounts for 27.1% variance and PC2 for 12.8%. Species are color-coded: P. anubis (green), P. cynocephalus (blue), P. hamadryas (yellow), P. kindae (cyan), P. papio (purple), P. ursinus (pink), Papio sp. (orange), and T. gelada (gray). Data points are concentrated in the center, with some outliers.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_3">
<title>Centroid size comparison and angular comparison of allometric vectors</title>
<p>We computed a box-plot visualization of centroid size by sex within species in order to observe the pattern of sex-differences in craniofacial size (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). The most important differences in craniofacial size (centroid size) within species is found (in descending order) in <italic>Papio ursinus</italic>, <italic>Papio anubis, Papio cynocephalus, Papio papio, Papio hamadryas and Papio kindae</italic>. It is interesting to note that, despite of being the size of <italic>P. papio</italic> males and <italic>P. cynocephalus</italic> females, <italic>Theropithecus gelada</italic> shows a relational difference in craniofacial size between males and females (i.e. degree of craniofacial sexual dimorphism excluding canines) that is similar to the smaller <italic>Papio kindae.</italic>
</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Centroid size boxplot distributions for species comparing between male and female individuals. The <italic>Papio</italic> spp. specimens not assigned to species were excluded.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g009.tif">
<alt-text content-type="machine-generated">Box plot comparing centroid sizes of different species categorized by sex. The x-axis lists species: P. anubis, P. cynocephalus, P. hamadryas, P. kindae, P. papio, P. ursinus, and T. gelada. The y-axis represents centroid sizes. Males are shown in blue, females in red. Each species displays variability in size, with significant differences between sexes and species.</alt-text>
</graphic>
</fig>
<p>In order to compute the allometric vectors for each species, we performed log-centroid size regressions for each separate species, including males and females together in each of these regressions. As stated before, by including males and females together, the resulting shape scores are allometric vectors mostly related to sex differences. In this manner, by assessing the angular relation between shape score vectors, we can obtain pairwise species comparisons of sexual allometric vectors (<xref ref-type="bibr" rid="B62">Singleton et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B38">Klingenberg and Marug&#xe1;n-Lob&#xf3;n, 2013</xref>). The results are presented in <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>. All the pairwise comparisons are highly significant (p&lt;0.00001) showing that in all the cases, the observed angle between the two vectors was smaller than expected, suggesting some degree of similarity between them (<xref ref-type="bibr" rid="B38">Klingenberg and Marug&#xe1;n-Lob&#xf3;n, 2013</xref>). In order to visualize the magnitude differences of these angular comparisons, we performed an agglomerative clustering tree (Ward&#x2019;s method, <xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). We excluded the <italic>P. papio</italic> species in the clustering tree due to its low number of females (only 1 specimen), which distorted the analysis.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Angular comparison of allometric vectors.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Species</th>
<th valign="middle" align="center">
<italic>T. gelada</italic>
</th>
<th valign="middle" align="center">
<italic>P. anubis</italic>
</th>
<th valign="middle" align="center">
<italic>P. hamadryas</italic>
</th>
<th valign="middle" align="center">
<italic>P. papio</italic>
</th>
<th valign="middle" align="center">
<italic>P. cynocephalus</italic>
</th>
<th valign="middle" align="center">
<italic>P. ursinus</italic>
</th>
<th valign="middle" align="center">
<italic>P. kindae</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<italic>T. gelada</italic>
</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">35.306</td>
<td valign="middle" align="center">42.358</td>
<td valign="middle" align="center">58.932</td>
<td valign="middle" align="center">43.881</td>
<td valign="middle" align="center">42.424</td>
<td valign="middle" align="center">49.66</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>P. anubis</italic>
</td>
<td valign="middle" align="center">35.306</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">15.529</td>
<td valign="middle" align="center">41.593</td>
<td valign="middle" align="center">20.844</td>
<td valign="middle" align="center">19.199</td>
<td valign="middle" align="center">35.091</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>P. hamadryas</italic>
</td>
<td valign="middle" align="center">42.358</td>
<td valign="middle" align="center">15.529</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">42.349</td>
<td valign="middle" align="center">21.809</td>
<td valign="middle" align="center">23.924</td>
<td valign="middle" align="center">36.12</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>P. papio</italic>
</td>
<td valign="middle" align="center">58.932</td>
<td valign="middle" align="center">41.593</td>
<td valign="middle" align="center">42.349</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">41.037</td>
<td valign="middle" align="center">40.099</td>
<td valign="middle" align="center">34.417</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>P. cynocephalus</italic>
</td>
<td valign="middle" align="center">43.881</td>
<td valign="middle" align="center">20.844</td>
<td valign="middle" align="center">21.809</td>
<td valign="middle" align="center">41.037</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">12.682</td>
<td valign="middle" align="center">28.431</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>P. ursinus</italic>
</td>
<td valign="middle" align="center">42.424</td>
<td valign="middle" align="center">19.199</td>
<td valign="middle" align="center">23.924</td>
<td valign="middle" align="center">40.099</td>
<td valign="middle" align="center">12.682</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">31.136</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>P. kindae</italic>
</td>
<td valign="middle" align="center">49.66</td>
<td valign="middle" align="center">35.091</td>
<td valign="middle" align="center">36.12</td>
<td valign="middle" align="center">34.417</td>
<td valign="middle" align="center">28.431</td>
<td valign="middle" align="center">31.136</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">All <italic>Papio sp.</italic>
</td>
<td valign="middle" align="center">41.906</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>All p values &lt;0.00001.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Agglomerative clustering tree (Ward&#x2019;s method) using as input the angular comparison of allometric vectors from <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>. The calculations include males and females together for each species. The tree excludes <italic>P. papio</italic> due to the small sample size of <italic>P. papio</italic> females.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1537474-g010.tif">
<alt-text content-type="machine-generated">Dendrogram illustrating the hierarchical clustering of six primate species: T. gelada, P. kindae, P. anubis, P. hamadryas, P. cynocephalus, and P. ursinus, based on genetic distance. The vertical axis represents genetic distance, and the branching pattern indicates evolutionary relationships among the species.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>This study aimed to compare cranial sexual dimorphism between the genera <italic>Papio</italic> and <italic>Theropithecus</italic>. Using geometric morphometric methods: PCA, regression, centroid size and angular comparisons, we described the patterns of size and shape variation in craniofacial dimorphism and assessed their relationship to phylogeny and social structure. Our findings corroborate previous studies that highlighted the importance of allometry in structuring adult craniofacial morphology in papionins (<xref ref-type="bibr" rid="B61">Singleton, 2002</xref>; <xref ref-type="bibr" rid="B28">Frost et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B20">Dunn et&#xa0;al., 2013</xref>). However, by integrating data across all extant <italic>Papio</italic> species and <italic>Theropithecus gelada</italic>, this study reveals critical insights into the evolutionary dynamics of sexual dimorphism that transcend the simple documentation of morphological differences.</p>
<p>The PCA plots before adjusting for size (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>&#x2013;<xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>) show distinct morphological clusters for each genus, although some degree of overlap is observed. After adjusting for size (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7</bold>
</xref>, <xref ref-type="fig" rid="f8">
<bold>8</bold>
</xref>), a clearer separation emerges, indicating that non-size-related aspects of craniofacial morphology, particularly in midfacial projection and neurocranial proportions, retain genus-specific configurations (<xref ref-type="bibr" rid="B61">Singleton, 2002</xref>; <xref ref-type="bibr" rid="B28">Frost et&#xa0;al., 2003</xref>). These findings demonstrate that while size strongly influences craniofacial shape, certain structural features are conserved and diagnostic, reflecting deeper phylogenetic divergence rather than solely functional or ecological convergence. This pattern suggests that the evolutionary history of these lineages has produced distinct morphological signatures that persist despite similar selective pressures, a finding consistent with previous research on papionin cranial morphology (<xref ref-type="bibr" rid="B28">Frost et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B61">Singleton, 2002</xref>).</p>
<p>The position of <italic>T. gelada</italic> relative to <italic>Papio</italic> species provides particularly novel insights into the evolution of craniofacial dimorphism. Our results indicate that <italic>Theropithecus gelada</italic> represents more than simply another case of sexual dimorphism already documented in <italic>Papio</italic> species. Despite cranial size values comparable to <italic>P. papio</italic> males and <italic>P. cynocephalus</italic> females, <italic>T. gelada</italic> exhibits a degree of sexual dimorphism in craniofacial size that is closer to the smaller <italic>P. kindae</italic> (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). This unexpected convergence in dimorphism magnitude between <italic>T. gelada</italic> and <italic>P. kindae</italic> represents a distinct pattern worth highlighting, as it challenges the assumption that body size alone predicts the magnitude of craniofacial dimorphism.</p>
<p>This finding is especially significant when considering the contrasting social systems of these species. While <italic>P. kindae</italic> displays reduced sexual dimorphism associated with lower male-male competition and a polygynandrous mating system (<xref ref-type="bibr" rid="B47">Petersdorf et&#xa0;al., 2019</xref>), <italic>T. gelada</italic> lives in a multilevel society with intense male competition for reproductive access (<xref ref-type="bibr" rid="B66">Snyder-Mackler et&#xa0;al., 2012</xref>, <xref ref-type="bibr" rid="B65">2014</xref>). The convergence in dimorphism magnitude, despite these contrasting social systems, suggests that multiple evolutionary pathways can produce similar morphological outcomes. This challenges simplistic models that directly link social organization to morphological dimorphism and indicates that the relationship between social structure and morphology is more complex than previously recognized.</p>
<p>The shared aspects of shape dimorphism between <italic>Papio</italic> and <italic>Theropithecus</italic> are primarily related to facial elongation, muzzle robusticity, and neurocranial proportions, consistent with previous studies (<xref ref-type="bibr" rid="B61">Singleton, 2002</xref>; <xref ref-type="bibr" rid="B28">Frost et&#xa0;al., 2003</xref>). However, our analysis reveals that these similarities manifest differently in each genus, with <italic>T. gelada</italic> showing distinctive patterns in the relative proportions of these features. This suggests that while the basic developmental and functional constraints shaping dimorphism are conserved across papionins, lineage-specific modifications have occurred during the separate evolutionary histories of these genera.</p>
<p>The comparison of allometric vectors and the resulting phenogram (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>) reveal a strong phylogenetic imprint on craniofacial sexual dimorphism. Species cluster in a manner broadly consistent with their molecular relationships (e.g., <xref ref-type="bibr" rid="B53">Rogers et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B55">Santander et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B46">Mutti et&#xa0;al., 2023</xref>), indicating that evolutionary history constrains morphological trajectories even across lineages with diverse ecological and social adaptations. This finding supports the hypothesis that phylogenetic history is a primary driver of sexual dimorphism patterns in papionins, providing a framework within which functional adaptations can evolve (<xref ref-type="bibr" rid="B28">Frost et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B29">Gilbert et&#xa0;al., 2009</xref>).</p>
<p>This observation is important for understanding baboon evolution and ecology because it demonstrates how ecological specialization can drive morphological divergence even within a framework of phylogenetic constraint (<xref ref-type="bibr" rid="B26">Fleagle, 2013</xref>). Our findings address a fundamental evolutionary question: is phylogenetic history the primary driver of sexual dimorphism patterns, or are functional factors, such as social organization and ecological specialization, equally or more influential? Previous studies in diverse primate groups have demonstrated that ecological specialization acts as an important driver of morphological divergence and speciation (<xref ref-type="bibr" rid="B36">Kamilar and Cooper, 2013</xref>; <xref ref-type="bibr" rid="B9">Cardini and Elton, 2008</xref>). Specific dietary adaptations have been shown to have profound effects on primate craniofacial morphology, as documented by <xref ref-type="bibr" rid="B54">Ross et&#xa0;al. (2012)</xref> and <xref ref-type="bibr" rid="B51">Ravosa et&#xa0;al. (2016)</xref>, who found that dietary specializations produce significant changes in mandibular biomechanics and facial structure, even in closely related lineages. For example, <xref ref-type="bibr" rid="B36">Kamilar and Cooper (2013)</xref> documented how dietary adaptations in primates lead to specific craniofacial modifications that can evolve rapidly in response to ecological pressures, even when phylogenetic constraints exist. The evidence suggests a complex interplay between these factors, where the broad conservation of dimorphism patterns across papionins points to phylogenetic constraint, while the specific manifestations of dimorphism in each lineage reflect adaptations to particular ecological and social contexts.</p>
<p>Taken together, our findings demonstrate that craniofacial sexual dimorphism in these genera is broadly conserved in magnitude but varies in morphological expression between lineages. This highlights the importance of considering both phylogenetic history and functional/ecological context when interpreting patterns of sexual dimorphism. The case of <italic>Theropithecus gelada</italic> is particularly instructive, as it represents a distinct evolutionary experiment in which similar degrees of dimorphism to certain <italic>Papio</italic> species have evolved in the context of different ecological specializations and social structures.</p>
<p>Understanding how craniofacial features evolve under competing pressures from sexual selection, ecological adaptation, and phylogenetic inertia will require future research that integrates genomic, developmental, and behavioral data. Our study provides a foundation for these future investigations by demonstrating that the evolution of sexual dimorphism in closely related primates follows complex pathways that cannot be reduced to simple correlations with body size or social system. This complexity reflects the multifaceted nature of selection pressures acting on primate morphology and underscores the value of comparative studies in elucidating evolutionary processes.</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 Comit&#xe9; &#xc9;tico Cient&#xed;fico para el Cuidado de Animales y Ambiente, Pontificia Universidad Cat&#xf3;lica de Chile. 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>&#xc1;O: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Visualization, Software. AF-T: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. RoB: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Software. MC: Data curation, Methodology, Writing &#x2013; review &amp; editing. JM: Writing &#x2013; review &amp; editing, Investigation, Methodology. GD: Data curation, Methodology, Writing &#x2013; review &amp; editing, Resources. SG: Data curation, Methodology, Writing &#x2013; review &amp; editing, Resources. AV: Data curation, Methodology, Resources, Writing &#x2013; review &amp; editing. MF: Investigation, Methodology, Writing &#x2013; review &amp; editing, Conceptualization. ReB: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing &#x2013; review &amp; editing. SC: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Writing &#x2013; review &amp; editing. CC: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Writing &#x2013; review &amp; editing. FM: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; original draft, 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. FM is funded by ANID/FONDECYT 1240657. SC thanks the Leverhulme Trust (PLP-2016), the National Geographic Society, The John Fell Fund Oxford, St Hugh&#x2019;s College Oxford, and the Gorongosa Restoration Project. CC thanks the Leakey Foundation for their support. CC is funded by the Leakey Foundation (&#x2018;The Y chromosome evolutionary history of Papio&#x2019;), and has benefited from the equipment and framework of the COMP-HUB and COMP-R Initiatives, funded by the &#x2018;Departments of Excellence&#x2019; program of the Italian Ministry for University and Research (MIUR, 2018-2022 and MUR, 2023-2027).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the Gorongosa Restoration Project. The work of the Gorongosa Paleo-Primate Project is only possible due to the visionary approach of Greg Carr and the dedicated staff from Gorongosa National Park. We are very grateful to the Gorongosa National Park community, Park Warden Pedro Muagura, ANAC Director Dr. Mateus Mutemba, Scientific Director Dr. Marc Stalmans, the rangers who enthusiastically provided help and support, and all GNP staff. We are very appreciative of the help with logistics provided by Miguel Lajas, Jason Denlinger and Tongai Castigo.</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>
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<title>Publisher&#x2019;s note</title>
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<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/fevo.2025.1537474/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2025.1537474/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf"/>
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