<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<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.2022.879885</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>Testing the Role of Environmental Harshness and Sexual Selection in Limb Muscle Mass in Anurans</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Yue Jun</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="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1818421/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jiang</surname> <given-names>Ying</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="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1485905/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mi</surname> <given-names>Zhi Ping</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1818601/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Liao</surname> <given-names>Wen Bo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/425344/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), China West Normal University</institution>, <addr-line>Nanchong</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Artificial Propagation and Utilization in Anurans of Nanchong City, China West Normal University</institution>, <addr-line>Nanchong</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Diego Baldo, CONICET Institute of Subtropical Biology (IBS), Argentina</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Virginia Abdala, IBNCONICET-UNT, Argentina; Paulo Pinheiro, Universidade de S&#x00E3;o Paulo, Brazil</p></fn>
<corresp id="c001">&#x002A;Correspondence: Wen Bo Liao, <email>Liaobo_0_0@126.com</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Behavioral and Evolutionary Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>879885</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>05</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Yang, Jiang, Mi and Liao.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yang, Jiang, Mi and Liao</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>Sexual dimorphism is regarded as the consequence of differential responses by males and females to selection pressures. Limb muscle plays a very important role during amplexus, which is likely to be under both natural and sexual selection in anurans. Here, we studied the effects of natural and sexual selection on limb muscle mass in males and females across 64 species of anurans. The results showed that there were non-significant differences in relative limb muscle mass between the sexes among species, exhibiting no sexual dimorphism in limb muscle. Absolute and relative limb muscle mass positively displayed correlations with snout-vent length (SVL)for both sexes. However, neither male-biased operational sex ratio (OSR) nor environmental harshness [e.g., coefficient of variation (CV) in temperature and CV in rainfall] can explain relative limb muscle mass (e.g., forelimb, hindlimb, and total limb muscle) within each sex. The findings suggest that environmental harshness and sexual selection cannot play important roles in promoting variations in limb muscle among anuran species.</p>
</abstract>
<kwd-group>
<kwd>anurans</kwd>
<kwd>limb muscles</kwd>
<kwd>operational sex ratio</kwd>
<kwd>selection pressure</kwd>
<kwd>sexual dimorphism</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="65"/>
<page-count count="8"/>
<word-count count="5583"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Sexual dimorphism is widespread in nature, and it results from differential responses by males and females to selection pressures (<xref ref-type="bibr" rid="B9">Darwin, 1871</xref>; <xref ref-type="bibr" rid="B2">Andersson, 1994</xref>; <xref ref-type="bibr" rid="B3">Blanckenhorn, 2005</xref>). Most studies have shown that sexual dimorphism evolution arises as a consequence of sexual selection and natural selection (<xref ref-type="bibr" rid="B51">Shine, 1989</xref>; <xref ref-type="bibr" rid="B2">Andersson, 1994</xref>; <xref ref-type="bibr" rid="B30">Liao et al., 2013a</xref>,<xref ref-type="bibr" rid="B31">b</xref>; <xref ref-type="bibr" rid="B44">Olarte et al., 2020</xref>). On the one hand, sexual selection promotes evolution of the morphology and behavior that enhance opportunities of male mating success (<xref ref-type="bibr" rid="B2">Andersson, 1994</xref>; <xref ref-type="bibr" rid="B27">Liao and Lu, 2011</xref>). On the other hand, natural selection favors sex-specific adaptations through reducing competition between the sexes for habitats or preys (<xref ref-type="bibr" rid="B51">Shine, 1989</xref>; <xref ref-type="bibr" rid="B24">Liao and Chen, 2012</xref>; <xref ref-type="bibr" rid="B23">Liao, 2013</xref>; <xref ref-type="bibr" rid="B8">Clifton et al., 2020</xref>).Under the two selections, females and males diverge in a variety of morphological traits (e.g., body size, head dimensions, body shape, and hind muscles mass) over evolutionary time (<xref ref-type="bibr" rid="B2">Andersson, 1994</xref>; <xref ref-type="bibr" rid="B22">Lee and Corrales, 2002</xref>; <xref ref-type="bibr" rid="B26">Liao et al., 2015</xref>; <xref ref-type="bibr" rid="B63">Zhang et al., 2020</xref>; <xref ref-type="bibr" rid="B41">Munoz-munoz et al., 2021</xref>).</p>
<p>In anurans, males and females often differ in limb muscle mass as well as body size (<xref ref-type="bibr" rid="B22">Lee and Corrales, 2002</xref>; <xref ref-type="bibr" rid="B28">Liao et al., 2012a</xref>,<xref ref-type="bibr" rid="B29">b</xref>). Limb muscles are important organs associated with amplexus during the male-male competition (<xref ref-type="bibr" rid="B21">Lee, 2001</xref>; <xref ref-type="bibr" rid="B28">Liao et al., 2012a</xref>,<xref ref-type="bibr" rid="B29">b</xref>; <xref ref-type="bibr" rid="B38">Mi, 2012</xref>). Stronger forelimb muscle in males can be assumed to produce a relatively larger force where males have an advantageous to clasping the female or repel other rivals (<xref ref-type="bibr" rid="B45">Peters and Aulner, 2000</xref>; <xref ref-type="bibr" rid="B27">Liao and Lu, 2011</xref>; <xref ref-type="bibr" rid="B38">Mi, 2012</xref>; <xref ref-type="bibr" rid="B15">Gast&#x00F3;n and Vaira, 2020</xref>) while stronger hindlimb muscle are responded to prevent being replaced by another male through kicking other rivals (<xref ref-type="bibr" rid="B22">Lee and Corrales, 2002</xref>; <xref ref-type="bibr" rid="B39">Mi, 2013</xref>). As a result, a conspicuous sexual dimorphism in fore- and hind-limb muscle mass is expected in frogs where males have much stronger limb muscle than females (<xref ref-type="bibr" rid="B21">Lee, 2001</xref>; <xref ref-type="bibr" rid="B28">Liao et al., 2012a; Mi</xref>, <xref ref-type="bibr" rid="B39">2013</xref>). However, some studies also reveal that females have stronger hindlimb muscle than males (<xref ref-type="bibr" rid="B29">Liao et al., 2012b</xref>; <xref ref-type="bibr" rid="B63">Zhang et al., 2020</xref>) while a previous study found a non-significant differences in hindlimb musclemass (<xref ref-type="bibr" rid="B62">Zhang et al., 2013</xref>).</p>
<p>Environmental pressures (i.e., resource availability, competition, or predator risk) are considered as a main evolutionary force in shaping the differentiation of organs size, such as brain size, livers, testes mass, digestive tract length and muscles mass between the sexes and among populations (<xref ref-type="bibr" rid="B33">L&#x00FC;pold et al., 2011</xref>; <xref ref-type="bibr" rid="B18">Jiang et al., 2015</xref>; <xref ref-type="bibr" rid="B35">Mai et al., 2017</xref>, <xref ref-type="bibr" rid="B36">2019</xref>; <xref ref-type="bibr" rid="B65">Zhong et al., 2017</xref>; <xref ref-type="bibr" rid="B54">Tang et al., 2018</xref>; <xref ref-type="bibr" rid="B64">Zhao et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Obreg&#x00F3;n et al., 2021</xref>; <xref ref-type="bibr" rid="B52">Sowersby et al., 2021</xref>; <xref ref-type="bibr" rid="B61">Zamora-Camacho, 2021</xref>). For instance, variations in food resources availability among different habitats affect energy intake and energy allocation, and thereby leading to differences in digestive tract length, testes mass and limb muscle mass between the sexes among populations (<xref ref-type="bibr" rid="B20">Jin et al., 2016</xref>; <xref ref-type="bibr" rid="B58">Yang et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Adams et al., 2020</xref>; <xref ref-type="bibr" rid="B4">Cai et al., 2020</xref>). Meanwhile, because the intensity of sexual selection is positively associated with male-biased operational sex ratio (OSR, calculated as the number of males to the number of fertilizable females in a breeding aggregation at a given time; <xref ref-type="bibr" rid="B13">Emlen and Oring, 1977</xref>) among different environmental conditions, the stronger male-male competition is predicted to be related to select for larger limb muscle mass in a toad (<xref ref-type="bibr" rid="B58">Yang et al., 2017</xref>). Hence, both natural and sexual selection can promote variations in limb muscle mass in males and females, thus possibly predicting sexual dimorphism in limb muscle in anurans (<xref ref-type="bibr" rid="B59">Yekta and Blackburn, 1992</xref>).</p>
<p>In the present study, we investigate the effects of natural and sexual selection on sexual dimorphism in limb muscle mass across 64 species of anurans. We first investigate whether sexual dimorphism in limb muscle mass occurs in anurans. We then investigate whether the limb muscle mass is correlated with body size within each sex. Finally, we investigate whether male-biased OSR and environmental harshness (e.g., variations in mean annual temperature and rainfall) affect the variations in limb muscle mass for both sexes among species.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Data Collection</title>
<p>We collected a total of 64 anuran species during the breeding seasons between 2010 and 2020 in China. We sampled each species at a single site using a sampling-lined method. All individuals were captured within each sampling line at night using a 12-V flashlight. We confirmed their sexes through secondary sexual traits (e.g., nuptial pads in males and eggs in females). Sample size per species ranged from 1 to 6 individuals within each sex (<xref ref-type="supplementary-material" rid="S10">Supplementary Table 1</xref>). Body size (snout-vent length: SVL) of all individuals was measured to the nearest 0.01 mm with a caliper. All frogs were stored in 4% neutral buffered formalin for dissections. After 2 months, we extracted muscles involving in the clasping of the female by the male during the axillary amplexus (<xref ref-type="bibr" rid="B21">Lee, 2001</xref>) and preventing being replaced by another male through kicking other rivals (<xref ref-type="bibr" rid="B22">Lee and Corrales, 2002</xref>), including four forelimb muscles (pectoralis series: pectoralis epicoracoides, pectoralis sternalis, pectoralis abdominalis; deltoideus triangularis, triceps branchii, and flexor carpi radialis, <xref ref-type="bibr" rid="B28">Liao et al., 2012a</xref>; <xref ref-type="bibr" rid="B10">Diogo and Molnar, 2014</xref>) and four hindlimb muscles (sartorius, plantaris longus, triceps femoris, and gastrocnemius, <xref ref-type="bibr" rid="B29">Liao et al., 2012b</xref>; <xref ref-type="bibr" rid="B11">Diogo and Ziermann, 2014</xref>) from all individuals (<xref ref-type="supplementary-material" rid="S10">Supplementary Table 2</xref>). We then dried these muscles using a thermostat drier of 60&#x00B0;C for 48 h before quantifying their dry weight to the nearest 0.1 mg using an electronic balance (<xref ref-type="bibr" rid="B28">Liao et al., 2012a</xref>,<xref ref-type="bibr" rid="B29">b</xref>).We calculated relative limb muscle mass as a model: RLM = log<sub>10</sub>(limb muscle mass)/log<sub>10</sub>(SVL) (<xref ref-type="bibr" rid="B28">Liao et al., 2012a</xref>).</p>
<p>We calculated the species-specific male-biased OSR [expressed as the proportion of males among all adult individuals (<xref ref-type="bibr" rid="B25">Liao et al., 2018</xref>)] for every sampling line as the number of males divided by the number of females for three nights using marked recapture methods (<xref ref-type="bibr" rid="B34">Mai et al., 2020</xref>). Environmental harshness (e.g., variations in average annual temperatureand rainfall) has been hypothesized to affect energy intake and energy allocation, and thus resulting in difference in limb muscle mass in anurans (<xref ref-type="bibr" rid="B58">Yang et al., 2017</xref>). Hence, we used coefficient of variation (CV = SD/mean) of temperature and rainfall to measure environmental harshness (<xref ref-type="bibr" rid="B55">Van Woerden et al., 2012</xref>; <xref ref-type="bibr" rid="B32">Luo et al., 2017</xref>). We calculated CV of temperature and rainfall based on average temperature and rainfall collected at each site in everyday from Chinese Meteorological Stations<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> between 2013 and 2017 (<xref ref-type="supplementary-material" rid="S10">Supplementary Table 1</xref>).</p>
</sec>
<sec id="S2.SS2">
<title>Phylogeny Reconstruction</title>
<p>To reconstruct the phylogeny for 64 anuran species, weused the sequences of six mitochondrial ribosome genes (CYTB, 12S, 16S, COI, ND2, and ND4) and three nuclear genes (RAG1, TYR, and RHOD) from GenBank [for accession numbers and sequence coverage (see <xref ref-type="supplementary-material" rid="S10">Supplementary Table 3</xref>)]. All sequences for each taxon were obtained from the same specimen. For each locus, we aligned the sequences using the multi-sequence alignment (MUSCLE) in MEGA v.10.2.2, and saved the aligned sequences in .fas format (<xref ref-type="bibr" rid="B53">Tamura et al., 2021</xref>). We then used the modelTest() function in the <italic>phangorn</italic> package (<xref ref-type="bibr" rid="B49">Schliep, 2011</xref>)in the R 4.1.0 software (<xref ref-type="bibr" rid="B47">R Development Core Team, 2021</xref>) based on the corrected Akaike Information Criterion (AICc) to determine the best nucleotide substitution model for each gene. The best nucleotide substitution model was GTR + &#x0393; + I for all genes except RHOD, for which HKY + &#x0393; + I had stronger support, and GTR + &#x0393; + I was thus used as the best substitution model for all genes.</p>
<p>Using BEAUTi and BEAST v.1.8.3 (<xref ref-type="bibr" rid="B12">Drummond et al., 2012</xref>; also see details in <xref ref-type="bibr" rid="B19">Jiang et al., 2022</xref>), we constructed the phylogeny with unlinked substitution models, a relaxed uncorrelated log-normal clock, a Yule speciation process, and the best-supported nucleotide substitution models. We omitted time calibration due to a lack of fossil dates. We ran the Markov Chain Monte Carlo (MCMC) simulation for 100 million generations where every 10,000th tree was sampled using the BEAST implementation in the CIPRES Science Gateway.<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> For all tree statistics, the effective sample size values exceeding 200 showed satisfying convergence of the Bayesian chain and adequate model mixing in the program Tracer v.1.6.0 (<xref ref-type="bibr" rid="B48">Rambaut and Drummond, 2014</xref>; <xref ref-type="bibr" rid="B5">Chen et al., 2021a</xref>,<xref ref-type="bibr" rid="B6">b</xref>). We used TreeAnnotator v.1.8.3 (<xref ref-type="bibr" rid="B12">Drummond et al., 2012</xref>) to generate maximum clade credibility trees with mean node heights and a10% burn-in for all species (<xref ref-type="supplementary-material" rid="S10">Supplementary Figure 1</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>Statistical Analysis</title>
<p>All analyses were conducted using phylogeny-controlled general least squares (PGLS) models in R statistical version 4.1.0 (<xref ref-type="bibr" rid="B47">R Development Core Team, 2021</xref>). In each model, we used the maximum-likelihood estimate of phylogenetic dependence (Pagel&#x2019;s &#x03BB;). The scale of &#x03BB;-values ranges from 0 (i.e., phylogenetic independence) to 1 (i.e., complete phylogenetic non-independence) (<xref ref-type="bibr" rid="B14">Freckleton et al., 2002</xref>). First, we applied PGLS models to analyze relationships between limb muscle mass and SVL within each sex using 64 species. Then we ran phylogenetic paired <italic>t</italic>-test to test differences in mean mass of limb muscle between males and females when controlling for effects of body size of the respective species. Finally, we ran multi-predictor models to test the associations between relative limb muscle mass and either male-biased OSR or environmental harshness controlling for SVL effect. All numeric variables were log<sub>10</sub>-transformed before analyze to make parameter estimates comparable, and model assumptions were also met.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p>Body size of females was significantly larger than males (phylogenetic paired <italic>t</italic>-test: <italic>t</italic><sub>61</sub> = &#x2212;3.450, <italic>P</italic> = 0.001; phylogenetic scaling parameter, &#x03BB; = 0.074). Total limb mass and forelimb muscle mass of females was significantly heavier than those of males (total limb: <italic>t</italic><sub>61</sub> = 2.022, <italic>P</italic> = 0.048, &#x03BB; = 0.064; forelimb: <italic>t</italic><sub>61</sub> = 2.357, <italic>P</italic> = 0.022, &#x03BB; &#x003C; 0.001). Hindlimb muscle mass of females tended to be larger than those of males (<italic>t</italic><sub>61</sub> = 1.978, <italic>P</italic> = 0.052, &#x03BB; = 0.071). Forelimb, hindlimb and total limb muscle mass significantly regressed on SVL within each sex (<xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F1">Figure 1</xref>). When the influence of SVL was controlled, relative limb muscle mass did not differ between the sexes (total limb: <italic>t</italic><sub>61</sub> = &#x2212;1.030, <italic>P</italic> = 0.307; forelimb: <italic>t</italic><sub>61</sub> = &#x2212;0.503, <italic>P</italic> = 0.617; hindlimb: <italic>t</italic><sub>61</sub> = &#x2212;1.257, <italic>P</italic> = 0.214). However, relative forelimb, hindlimb and total limb muscle mass increased with SVL for both sexes (<xref ref-type="table" rid="T2">Table 2</xref> and <xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Relationship between limb muscle mass and body size (SVL) in both males and females among species of anurans.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Dependent variable</td>
<td valign="top" align="left">Predictor</td>
<td valign="top" align="left">Sex</td>
<td valign="top" align="center">&#x03BB;</td>
<td valign="top" align="center">B &#x00B1; SE</td>
<td valign="top" align="center"><italic>t</italic></td>
<td valign="top" align="center"><italic>R</italic><sup>2</sup></td>
<td valign="top" align="center"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Forelimb</td>
<td valign="top" align="left">SVL</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">0.584<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">3.738 &#x00B1; 0.204</td>
<td valign="top" align="center">18.343</td>
<td valign="top" align="center">0.844</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">0.000<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">3.585 &#x00B1; 0.172</td>
<td valign="top" align="center">20.854</td>
<td valign="top" align="center">0.875</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Hindlimb</td>
<td valign="top" align="left">SVL</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">0.792<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">3.399 &#x00B1; 0.172</td>
<td valign="top" align="center">19.815</td>
<td valign="top" align="center">0.864</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">0.482<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">3.155 &#x00B1; 0.192</td>
<td valign="top" align="center">16.390</td>
<td valign="top" align="center">0.813</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Total limb</td>
<td valign="top" align="left">SVL</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">0.839<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">3.434 &#x00B1; 0.163</td>
<td valign="top" align="center">21.005</td>
<td valign="top" align="center">0.877</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">0.341<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">3.205 &#x00B1; 0.181</td>
<td valign="top" align="center">17.674</td>
<td valign="top" align="center">0.834</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table></table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Limb muscle mass [forelimb <bold>(A)</bold>, hindlimb <bold>(B)</bold>, and total limb <bold>(C)</bold>] regressed on body size (SVL) among species of anurans. Each dot is a species.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-879885-g001.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Relationship between relative limb muscle mass and body size (SVL) in males and females among species of anurans.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Dependent variable</td>
<td valign="top" align="left">Predictor</td>
<td valign="top" align="left">Sex</td>
<td valign="top" align="center">&#x03BB;</td>
<td valign="top" align="center">B &#x00B1; SE</td>
<td valign="top" align="center"><italic>t</italic></td>
<td valign="top" align="center"><italic>R</italic><sup>2</sup></td>
<td valign="top" align="center"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Relative forelimb</td>
<td valign="top" align="left">SVL</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">0.681<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">1.440 &#x00B1; 0.128</td>
<td valign="top" align="center">11.223</td>
<td valign="top" align="center">0.670</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">0.000<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">1.358 &#x00B1; 0.114</td>
<td valign="top" align="center">11.880</td>
<td valign="top" align="center">0.695</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Relative hindlimb</td>
<td valign="top" align="left">SVL</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">0.873<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.952 &#x00B1; 0.104</td>
<td valign="top" align="center">9.181</td>
<td valign="top" align="center">0.576</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">0.728<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.753 &#x00B1; 0.120</td>
<td valign="top" align="center">6.255</td>
<td valign="top" align="center">0.387</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Relative total limb</td>
<td valign="top" align="left">SVL</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="center">0.905<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.941 &#x00B1; 0.099</td>
<td valign="top" align="center">9.544</td>
<td valign="top" align="center">0.595</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="center">0.346<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.775 &#x00B1; 0.117</td>
<td valign="top" align="center">6.942</td>
<td valign="top" align="center">0.437</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>Relative limb muscle mass = log<sub>10</sub>(limb muscle mass)/log<sub>10</sub>(body size).</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Relative limb muscle mass [forelimb <bold>(A)</bold>, hindlimb <bold>(B)</bold>, and total limb <bold>(C)</bold>] regressed on body size (SVL) among species of anurans. Relative limb muscle mass = log<sub>10</sub>(limb muscle mass)/log<sub>10</sub>(SVL). Each dot is a species.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-10-879885-g002.tif"/>
</fig>
<p>Phylogeny-controlled general least squares models revealed that relative forelimb, hindlimb and total limb muscle masswere not positively correlated with male-biased OSRin males and females, respectively, when controlling for the effects of SVL and phylogeny (<xref ref-type="table" rid="T3">Table 3</xref>). Meanwhile, relative limb muscle mass (e.g., forelimb, hindlimb, and total limb) cannot be explained by environmental harshness (e.g., CV in temperature and rainfall) for both sexes when the effects of SVL and phylogeny were controlled (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Effects of male-biased operational sex ratio (OSR) and environmental harshness[coefficient of variation (CV) in precipitation and coefficient of variation in temperature] on limb muscle mass among species of anurans.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Dependent variable</td>
<td valign="top" align="left">Sex</td>
<td valign="top" align="left">Predictor</td>
<td valign="top" align="center">&#x03BB;</td>
<td valign="top" align="center">B &#x00B1; SE</td>
<td valign="top" align="center"><italic>t</italic></td>
<td valign="top" align="center"><italic>R</italic><sup>2</sup></td>
<td valign="top" align="center"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Forelimb</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">OSR</td>
<td valign="top" align="center">0.563<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.075 &#x00B1; 0.116</td>
<td valign="top" align="center">0.644</td>
<td valign="top" align="center">0.006</td>
<td valign="top" align="center">0.522</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.742 &#x00B1; 0.204</td>
<td valign="top" align="center">18.332</td>
<td valign="top" align="center">0.846</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in precipitation</td>
<td valign="top" align="center">0.583<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.002 &#x00B1; 0.172</td>
<td valign="top" align="center">0.010</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">0.992</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.738 &#x00B1; 0.205</td>
<td valign="top" align="center">18.196</td>
<td valign="top" align="center">0.844</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in temperature</td>
<td valign="top" align="center">0.541<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.055 &#x00B1; 0.067</td>
<td valign="top" align="center">0.823</td>
<td valign="top" align="center">0.011</td>
<td valign="top" align="center">0.414</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.753 &#x00B1; 0.203</td>
<td valign="top" align="center">18.500</td>
<td valign="top" align="center">0.849</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="left">OSR</td>
<td valign="top" align="center">0.000<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.035 &#x00B1; 0.148</td>
<td valign="top" align="center">0.236</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.814</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.567 &#x00B1; 0.191</td>
<td valign="top" align="center">18.714</td>
<td valign="top" align="center">0.852</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in precipitation</td>
<td valign="top" align="center">0.000<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">&#x2212;0.174 &#x00B1; 0.184</td>
<td valign="top" align="center">&#x2013;0.944</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">0.349</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.570 &#x00B1; 0.173</td>
<td valign="top" align="center">20.655</td>
<td valign="top" align="center">0.875</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in temperature</td>
<td valign="top" align="center">0.000<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.034 &#x00B1; 0.077</td>
<td valign="top" align="center">0.441</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">0.661</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.579 &#x00B1; 0.174</td>
<td valign="top" align="center">20.604</td>
<td valign="top" align="center">0.874</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Hindlimb</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">OSR</td>
<td valign="top" align="center">0.822<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.123 &#x00B1; 0.087</td>
<td valign="top" align="center">1.401</td>
<td valign="top" align="center">0.031</td>
<td valign="top" align="center">0.166</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.404 &#x00B1; 0.171</td>
<td valign="top" align="center">19.882</td>
<td valign="top" align="center">0.866</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in precipitation</td>
<td valign="top" align="center">0.805<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.181 &#x00B1; 0.135</td>
<td valign="top" align="center">1.337</td>
<td valign="top" align="center">0.028</td>
<td valign="top" align="center">0.186</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.396 &#x00B1; 0.171</td>
<td valign="top" align="center">19.870</td>
<td valign="top" align="center">0.866</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in temperature</td>
<td valign="top" align="center">0.814<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">&#x2212;0.060 &#x00B1; 0.047</td>
<td valign="top" align="center">&#x2013;1.263</td>
<td valign="top" align="center">0.026</td>
<td valign="top" align="center">0.211</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.389 &#x00B1; 0.172</td>
<td valign="top" align="center">19.702</td>
<td valign="top" align="center">0.864</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="left">OSR</td>
<td valign="top" align="center">0.491<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.022 &#x00B1; 0.136</td>
<td valign="top" align="center">0.164</td>
<td valign="top" align="center">0.0004</td>
<td valign="top" align="center">0.871</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.140 &#x00B1; 0.214</td>
<td valign="top" align="center">14.706</td>
<td valign="top" align="center">0.780</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in precipitation</td>
<td valign="top" align="center">0.477<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">&#x2212;0.014 &#x00B1; 0.181</td>
<td valign="top" align="center">&#x2013;0.077</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">0.939</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.155 &#x00B1; 0.194</td>
<td valign="top" align="center">16.270</td>
<td valign="top" align="center">0.813</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in temperature</td>
<td valign="top" align="center">0.578<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">&#x2212;0.078 &#x00B1; 0.069</td>
<td valign="top" align="center">&#x2013;1.126</td>
<td valign="top" align="center">0.020</td>
<td valign="top" align="center">0.265</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.139 &#x00B1; 0.195</td>
<td valign="top" align="center">16.062</td>
<td valign="top" align="center">0.809</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Limb</td>
<td valign="top" align="left">Male</td>
<td valign="top" align="left">OSR</td>
<td valign="top" align="center">0.856<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.108 &#x00B1; 0.082</td>
<td valign="top" align="center">1.320</td>
<td valign="top" align="center">0.028</td>
<td valign="top" align="center">0.192</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.433 &#x00B1; 0.163</td>
<td valign="top" align="center">21.060</td>
<td valign="top" align="center">0.879</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in precipitation</td>
<td valign="top" align="center">0.847<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.149 &#x00B1; 0.127</td>
<td valign="top" align="center">1.170</td>
<td valign="top" align="center">0.022</td>
<td valign="top" align="center">0.247</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.429 &#x00B1; 0.163</td>
<td valign="top" align="center">20.993</td>
<td valign="top" align="center">0.878</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in temperature</td>
<td valign="top" align="center">0.842<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">&#x2212;0.038 &#x00B1; 0.044</td>
<td valign="top" align="center">&#x2013;0.864</td>
<td valign="top" align="center">0.012</td>
<td valign="top" align="center">0.391</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.421 &#x00B1; 0.165</td>
<td valign="top" align="center">20.774</td>
<td valign="top" align="center">0.876</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Female</td>
<td valign="top" align="left">OSR</td>
<td valign="top" align="center">0.346<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">0.012 &#x00B1; 0.133</td>
<td valign="top" align="center">0.089</td>
<td valign="top" align="center">0.0001</td>
<td valign="top" align="center">0.93</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.198 &#x00B1; 0.200</td>
<td valign="top" align="center">15.951</td>
<td valign="top" align="center">0.807</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in precipitation</td>
<td valign="top" align="center">0.325<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">&#x2212;0.041 &#x00B1; 0.175</td>
<td valign="top" align="center">&#x2013;0.232</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.817</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.206 &#x00B1; 0.182</td>
<td valign="top" align="center">17.591</td>
<td valign="top" align="center">0.835</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">CV in temperature</td>
<td valign="top" align="center">0.431<sup>1.000,&#x003C;0.001</sup></td>
<td valign="top" align="center">&#x2212;0.069 &#x00B1; 0.069</td>
<td valign="top" align="center">&#x2013;0.998</td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.322</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">SVL</td>
<td/>
<td valign="top" align="center">3.195 &#x00B1; 0.184</td>
<td valign="top" align="center">17.326</td>
<td valign="top" align="center">0.831</td>
<td valign="top" align="center">&#x003C;0.001</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Our results demonstrate that absolute and relative forelimb, hindlimb and total limb muscle mass increase with increasing SVL within each sex among 64 species of anurans. There is a lack of sexual dimorphism in relative limb muscle mass although females have larger SVL than males. Moreover, neither male-biased OSR nor environmental harshness can explain variations in relative forelimb, hindlimb and total limb muscle mass for both sexes.</p>
<p>Consistent with the previous studies on limb muscle-SVL relationship in anurans (<xref ref-type="bibr" rid="B21">Lee, 2001</xref>; <xref ref-type="bibr" rid="B22">Lee and Corrales, 2002</xref>; <xref ref-type="bibr" rid="B28">Liao et al., 2012a</xref>,<xref ref-type="bibr" rid="B29">b</xref>; <xref ref-type="bibr" rid="B38">Mi, 2012</xref>, <xref ref-type="bibr" rid="B39">2013</xref>; <xref ref-type="bibr" rid="B62">Zhang et al., 2013</xref>; <xref ref-type="bibr" rid="B37">Mao et al., 2014</xref>; <xref ref-type="bibr" rid="B46">Petrovi&#x0107; et al., 2017</xref>), we found that absolute and relative mass of forelimb, hindlimb and total limb muscle was positively correlated with SVL for both sexes when considering the effects of SVL and phylogeny. This pattern suggested that large-bodied species had heavier limb muscle than small-bodied species because larger-bodied species need more heavier limb muscle to sustain weigher bodies.</p>
<p>For anurans, adult females significantly exceeded adult males in body size in most species (<xref ref-type="bibr" rid="B50">Shine, 1979</xref>; <xref ref-type="bibr" rid="B40">Monnet and Cherry, 2002</xref>). In this study, we found that females were larger body sizes than males in 53 species, exhibiting a female-biased sexual size dimorphism, which can be result of fecundity selection on female body size (<xref ref-type="bibr" rid="B31">Liao et al., 2013b</xref>,<xref ref-type="bibr" rid="B26">2015</xref>). Previous studies have shown that sexual dimorphism in limb muscle is probably correlated with their use by the males during amplexus and male-male competition because limb muscle involved in amplexus in larger individuals can produce greater forces (<xref ref-type="bibr" rid="B21">Lee, 2001</xref>; <xref ref-type="bibr" rid="B7">Clark and Peters, 2006</xref>; <xref ref-type="bibr" rid="B38">Mi, 2012</xref>, <xref ref-type="bibr" rid="B39">2013</xref>; <xref ref-type="bibr" rid="B60">Zamora-Camacho, 2018</xref>).Our exploratory study revealed that relative limb muscles mass did not differ between males and females, when removing SVL effect. This finding is different from previous studies that sexual dimorphism in limb muscle mass in frogs may be attributable to the importance which those limb muscle help males to act on clasping females and develop to resist attempted take-overs by competing males (<xref ref-type="bibr" rid="B21">Lee, 2001</xref>; <xref ref-type="bibr" rid="B28">Liao et al., 2012a</xref>; <xref ref-type="bibr" rid="B38">Mi, 2012</xref>). Furthermore, a lacking sexual dimorphism in limb muscle mass across 64 species may be attributed to the fact that the main weakness in this study is that all these speciesare considered equally in their mating system and type of amplexus. Indeed, sexual selection favors more robust forearms in a scramble-type mating system and other characteristics are more important in inter and intersexual selection in leks or territorial systems (<xref ref-type="bibr" rid="B2">Andersson, 1994</xref>). Hence, it is possible that we cannot detect the importance of the muscle mass of the forearms in those species where it does matter at the time of acquiring a mate. Meanwhile, these species displaying the type of amplexus also affect variations in limb muscle mass because the robust forearms are related to axillary amplexus where the male surrounds the female and holds her firmly (<xref ref-type="bibr" rid="B21">Lee, 2001</xref>). In this study, the only forearm muscle used was the flexor carpi radialis. However, other muscles, especially from the forearm, have already been associated to the clasping behavior of males by <xref ref-type="bibr" rid="B16">Gaupp (1896)</xref>, with clear differences in flexor carpi radialis, abductor indicis longus, and extensor carpi radialis caput superius between sexesfor <italic>Pelophylax cf. esculenta</italic>. <xref ref-type="bibr" rid="B43">Oka et al. (1984)</xref> found that sexual differences in forearm muscles (e.g., flexor antibrachii medialis caput superius, abductor indicis longus, extensor carpi radialis caput superius, and flexor antibrachii lateralis superficialis caput superius) that might also participate in the amplexus in <italic>Bufo japonicus</italic>. Therefore, forearm muscles in more frogs species should also be tested for sexual dimorphism in similar future studies.</p>
<p>Robust limb muscle benefit males to grasp females firmly and resist take-over attempts from competitors during the male-male competition process, thus promoting male mating success in anurans (<xref ref-type="bibr" rid="B56">Wells, 1977</xref>; <xref ref-type="bibr" rid="B17">Howard and Kluge, 1985</xref>). Male-biased OSR is positively related to the intensity of male-male competition (<xref ref-type="bibr" rid="B57">Wells, 2007</xref>). Consequently, relative limb muscle mass is predicted to be positively correlated with male-biased OSR in frogs and toads. Inconsistent with the prediction that the relative mass of limb muscle should increase with increasing male-biased OSR among different environments (<xref ref-type="bibr" rid="B58">Yang et al., 2017</xref>), we found male-biased OSR variation did not display a correlation with relative mass of limb muscle in males among species, suggesting that stronger male-male competition cannot promote relative larger limb muscle mass to avoid competitors from replacing.</p>
<p>Environmental harshness such as CV in temperature and rainfall affects directly active seasons length and food availability in anurans (<xref ref-type="bibr" rid="B57">Wells, 2007</xref>; <xref ref-type="bibr" rid="B36">Mai et al., 2019</xref>). As a result, species living longer active season and accessing more food resources can grow stronger limb muscle than species living shorter active season and accessing fewer food resources in frogs (<xref ref-type="bibr" rid="B58">Yang et al., 2017</xref>). In this study, we found that the mass of forelimb muscle, hindlimb muscle and total combinedlimb muscle was not affected by CV in temperature and rainfall, suggesting that when available food resources is reduced in increased environmental harshness, the rate of survival success mainly depends on decreased active season and increased hibernation to decline energetic reserves of limb muscle in frogs (our unpublished data).</p>
<p>In conclusion, we illustrate the positive association between absolute and relative limb muscle mass and SVL across anuran species. Anuran limb muscle mass does not differ between males and females, thus displaying a lack of sexual dimorphism in limb muscles. Also, variations in limb muscle mass cannot be shaped by neither male-biased OSR nor CV in temperature and rainfall, suggesting that environmental harshness and sexual selection cannot shape variations in limb muscle mass in anurans.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="S10">Supplementary Material</xref>.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The Animal Ethics Committee at China West Normal University approved the sacrifice of animals.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>YJY, YJ, and WBL conceived, wrote, and edited the manuscript. WBL and ZPM secured funding. All authors contributed to editing the article and approved the submitted version.</p>
</sec>
<sec id="conf1" 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="pudiscl1" 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>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Natural Sciences Foundation of China (32170429 and 31970393), the Key Project of Science and Technology of Sichuan Province (22NSFSC2743). The reported experiments comply with the current laws of China concerning animal experimentation, and permit to collect amphibians from the Ethical Committee for Animal Experiments in China Council on Animal Care (CCAC) was in hand at the time of sampling.</p>
</sec>
<ack><p>We thank Chunlan Mai, Wei Liu, Shengnan Chen, and Chuan Chen to help collecting samplings in fieldwork.</p>
</ack>
<sec id="S10" 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.2022.879885/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2022.879885/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.doc" id="DS1" mimetype="application/msword" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_2.docx" id="DS2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adams</surname> <given-names>D. C.</given-names></name> <name><surname>Glynne</surname> <given-names>E.</given-names></name> <name><surname>Kaliontzopoulou</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>Interspecific allometry for sexual shape dimorphism: macroevolution of multivariate sexual phenotypes with application to Rensch&#x2019;s rule.</article-title> <source><italic>Evolution</italic></source> <volume>74</volume> <fpage>1908</fpage>&#x2013;<lpage>1922</lpage>. <pub-id pub-id-type="doi">10.1111/evo.14049</pub-id><pub-id pub-id-type="pmid">32578880</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andersson</surname> <given-names>M.</given-names></name></person-group> (<year>1994</year>). <source><italic>Sexual Selection.</italic></source> <publisher-loc>Princeton, NJ</publisher-loc>: <publisher-name>Princeton University Press</publisher-name>.</citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Blanckenhorn</surname> <given-names>W. U.</given-names></name></person-group> (<year>2005</year>). <article-title>Behavioral causes and consequences of sexual size dimorphism.</article-title> <source><italic>Ethology</italic></source> <volume>111</volume> <fpage>977</fpage>&#x2013;<lpage>1016</lpage>.</citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cai</surname> <given-names>L.</given-names></name> <name><surname>Yu</surname> <given-names>J. P.</given-names></name> <name><surname>Mai</surname> <given-names>C. L.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2020</year>). <article-title>The effects of prey items diversity and digestible materials in stomach on digestive tract length in Hylarana guentheri.</article-title> <source><italic>Asian Herpetol. Res.</italic></source> <volume>11</volume> <fpage>155</fpage>&#x2013;<lpage>160</lpage>.</citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>C.</given-names></name> <name><surname>Jin</surname> <given-names>L.</given-names></name> <name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2021a</year>). <article-title>Effects of life histories on genome size variation in squamata.</article-title> <source><italic>Asian Herpetol. Res.</italic></source> <volume>12</volume> <fpage>289</fpage>&#x2013;<lpage>294</lpage>.</citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>C.</given-names></name> <name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Jin</surname> <given-names>L.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2021b</year>). <article-title>No evidence for effects of ecological and behavioral factors on eye size evolution in anurans.</article-title> <source><italic>Front. Ecol. Evol.</italic></source> <volume>9</volume>:<issue>755818</issue>. <pub-id pub-id-type="doi">10.3389/fevo.2021.755818</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clark</surname> <given-names>D. L.</given-names></name> <name><surname>Peters</surname> <given-names>S. E.</given-names></name></person-group> (<year>2006</year>). <article-title>Isometric contractile properties of sexually dimorphic forelimb muscle in the marine toad <italic>Bufo marinus</italic> Linnaeus 1758: functional analysis and implications for amplexus.</article-title> <source><italic>J. Exp. Biol.</italic></source> <volume>209</volume> <fpage>3448</fpage>&#x2013;<lpage>3456</lpage>. <pub-id pub-id-type="doi">10.1242/jeb.02396</pub-id><pub-id pub-id-type="pmid">16916980</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clifton</surname> <given-names>I. T.</given-names></name> <name><surname>Chamberlain</surname> <given-names>J. D.</given-names></name> <name><surname>Gifford</surname> <given-names>M. E.</given-names></name></person-group> (<year>2020</year>). <article-title>Role of phenotypic plasticity in morphological differentiation between water snake populations.</article-title> <source><italic>Integr. Zool.</italic></source> <volume>15</volume> <fpage>329</fpage>&#x2013;<lpage>337</lpage>. <pub-id pub-id-type="doi">10.1111/1749-4877.12431</pub-id><pub-id pub-id-type="pmid">31912622</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Darwin</surname> <given-names>C.</given-names></name></person-group> (<year>1871</year>). <source><italic>The Descent of Man and Selection in Relation to Sex.</italic></source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Random House</publisher-name>.</citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Diogo</surname> <given-names>R.</given-names></name> <name><surname>Molnar</surname> <given-names>J.</given-names></name></person-group> (<year>2014</year>). <article-title>Comparative anatomy, evolution, and homologies of tetrapod hindlimb muscles, comparison with forelimb muscles, and deconstruction of the forelimbehindlimb serial homology hypothesis.</article-title> <source><italic>Anat. Rec.</italic></source> <volume>297</volume> <fpage>1047</fpage>&#x2013;<lpage>1075</lpage>. <pub-id pub-id-type="doi">10.1002/ar.22919</pub-id><pub-id pub-id-type="pmid">24729440</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Diogo</surname> <given-names>R.</given-names></name> <name><surname>Ziermann</surname> <given-names>J. M.</given-names></name></person-group> (<year>2014</year>). <article-title>Development of fore- and hindlimb muscles in frogs: morphogenesis, homeotic transformations, digit reduction, and the forelimbehindlimb enigma.</article-title> <source><italic>J. Exp. Zool. B Mol. Dev. Evol.</italic></source> <volume>322</volume> <fpage>86</fpage>&#x2013;<lpage>105</lpage>. <pub-id pub-id-type="doi">10.1002/jez.b.22549</pub-id><pub-id pub-id-type="pmid">24254979</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drummond</surname> <given-names>A. J.</given-names></name> <name><surname>Suchard</surname> <given-names>M. A.</given-names></name> <name><surname>Xie</surname> <given-names>D.</given-names></name> <name><surname>Rambaut</surname> <given-names>A.</given-names></name></person-group> (<year>2012</year>). <article-title>Bayesian phylogenetics with BEAUti and the BEAST 1.7.</article-title> <source><italic>Mol. Biol. Evol.</italic></source> <volume>29</volume> <fpage>1969</fpage>&#x2013;<lpage>1973</lpage>. <pub-id pub-id-type="doi">10.1093/molbev/mss075</pub-id><pub-id pub-id-type="pmid">22367748</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Emlen</surname> <given-names>S. T.</given-names></name> <name><surname>Oring</surname> <given-names>L. W.</given-names></name></person-group> (<year>1977</year>). <article-title>Ecology, sexual selection, and the evolution of mating systems.</article-title> <source><italic>Science</italic></source> <volume>197</volume> <fpage>215</fpage>&#x2013;<lpage>223</lpage>.</citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Freckleton</surname> <given-names>R. P.</given-names></name> <name><surname>Harvey</surname> <given-names>P. H.</given-names></name> <name><surname>Pagel</surname> <given-names>M.</given-names></name></person-group> (<year>2002</year>). <article-title>Phylogenetic analysis and comparative data: a test and review of evidence.</article-title> <source><italic>Am. Nat.</italic></source> <volume>160</volume> <fpage>712</fpage>&#x2013;<lpage>726</lpage>. <pub-id pub-id-type="doi">10.1086/343873</pub-id><pub-id pub-id-type="pmid">18707460</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gast&#x00F3;n</surname> <given-names>M. S.</given-names></name> <name><surname>Vaira</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Male mating success is related to body condition and stress-induced leukocyte response in an anuran with scramble competition.</article-title> <source><italic>Can. J. Zool.</italic></source> <volume>98</volume> <fpage>391</fpage>&#x2013;<lpage>398</lpage>.</citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gaupp</surname> <given-names>E.</given-names></name></person-group> (<year>1896</year>). <source><italic>A. Ecker&#x2019;s und R. Wiedersheim&#x2019;s Anatomie des Frosches. I.</italic></source> <publisher-loc>Braunschweig</publisher-loc>: <publisher-name>Friedrich Vieweg und Sohn</publisher-name>.</citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Howard</surname> <given-names>R. D.</given-names></name> <name><surname>Kluge</surname> <given-names>A. G.</given-names></name></person-group> (<year>1985</year>). <article-title>Proximate mechanisms of sexual selection in wood frogs.</article-title> <source><italic>Evolution</italic></source> <volume>39</volume> <fpage>260</fpage>&#x2013;<lpage>277</lpage>. <pub-id pub-id-type="doi">10.1111/j.1558-5646.1985.tb05665.x</pub-id><pub-id pub-id-type="pmid">28564216</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>A.</given-names></name> <name><surname>Zhong</surname> <given-names>M. J.</given-names></name> <name><surname>Xie</surname> <given-names>M.</given-names></name> <name><surname>Lou</surname> <given-names>S. L.</given-names></name> <name><surname>Jin</surname> <given-names>L.</given-names></name> <name><surname>Robert</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Seasonality and age is positively related to brain size in Andrew&#x2019;s toad (<italic>Bufo andrewsi</italic>).</article-title> <source><italic>Evol. Biol.</italic></source> <volume>42</volume> <fpage>339</fpage>&#x2013;<lpage>348</lpage>.</citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>C.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2022</year>). <article-title>Anuran interorbital distance variation: the role of ecological and behavioral factors.</article-title> <source><italic>Integr. Zool.</italic></source> <comment>[Epub ahead of print]</comment>. <pub-id pub-id-type="doi">10.1111/1749-4877.12653</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jin</surname> <given-names>L.</given-names></name> <name><surname>Yang</surname> <given-names>S. N.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>L&#x00FC;pold</surname> <given-names>S.</given-names></name></person-group> (<year>2016</year>). <article-title>Altitude underlies variation in the mating system, somatic condition, and investment in reproductive traits in male Asian grass frogs (<italic>Fejervaryalimnocharis</italic>).</article-title> <source><italic>Behav. Ecol. Sociobiol.</italic></source> <volume>70</volume> <fpage>1197</fpage>&#x2013;<lpage>1208</lpage>.</citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>J. C.</given-names></name></person-group> (<year>2001</year>). <article-title>Evolution of a secondary sexual dimorphism in the toad, <italic>Bufo marinus</italic>.</article-title> <source><italic>Copeia</italic></source> <volume>2001</volume> <fpage>928</fpage>&#x2013;<lpage>935</lpage>.</citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lee</surname> <given-names>J. C.</given-names></name> <name><surname>Corrales</surname> <given-names>A. D.</given-names></name></person-group> (<year>2002</year>). <article-title>Sexual dimorphism in hind-limb muscle mass is associated with male reproductive success in <italic>Bufo marinus</italic>.</article-title> <source><italic>J. Herpetol.</italic></source> <volume>36</volume> <fpage>502</fpage>&#x2013;<lpage>505</lpage>.</citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2013</year>). <article-title>Evolution of sexual size dimorphism in a frog obeys the inverse of Rensch&#x2019;s rule.</article-title> <source><italic>Evol. Biol.</italic></source> <volume>40</volume> <fpage>493</fpage>&#x2013;<lpage>499</lpage>.</citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Chen</surname> <given-names>W.</given-names></name></person-group> (<year>2012</year>). <article-title>Inverse Rensch-rule in a frog with female biased sexual size dimorphism.</article-title> <source><italic>Naturwissenschaften</italic></source> <volume>99</volume> <fpage>427</fpage>&#x2013;<lpage>431</lpage>. <pub-id pub-id-type="doi">10.1007/s00114-012-0913-5</pub-id><pub-id pub-id-type="pmid">22528023</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Huang</surname> <given-names>Y.</given-names></name> <name><surname>Zeng</surname> <given-names>Y.</given-names></name> <name><surname>Zhong</surname> <given-names>M. J.</given-names></name> <name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>L&#x00FC;pold</surname> <given-names>S.</given-names></name></person-group> (<year>2018</year>). <article-title>Ejaculate evolution in external fertilizers: influenced by sperm competition or sperm limitation?</article-title> <source><italic>Evolution</italic></source> <volume>72</volume> <fpage>4</fpage>&#x2013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1111/evo.13372</pub-id> <pub-id pub-id-type="pmid">28975611</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Liu</surname> <given-names>W. C.</given-names></name> <name><surname>Meril&#x00E4;</surname> <given-names>J.</given-names></name></person-group> (<year>2015</year>). <article-title>Andrew meets Rensch: sexual size dimorphism and the inverse of Rensch&#x2019;s rule in Andrew&#x2019;s toad (<italic>Bufo andrewsi</italic>).</article-title> <source><italic>Oecologia</italic></source> <volume>177</volume> <fpage>389</fpage>&#x2013;<lpage>399</lpage>. <pub-id pub-id-type="doi">10.1007/s00442-014-3147-8</pub-id><pub-id pub-id-type="pmid">25407623</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Lu</surname> <given-names>X.</given-names></name></person-group> (<year>2011</year>). <article-title>Proximate mechanisms leading to large male-mating advantage in the Andrew&#x2019;s toad, <italic>Bufo andrewsi</italic>.</article-title> <source><italic>Behaviour</italic></source> <volume>148</volume> <fpage>1087</fpage>&#x2013;<lpage>1102</lpage>.</citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Wu</surname> <given-names>Q. G.</given-names></name> <name><surname>Barrett</surname> <given-names>K.</given-names></name></person-group> (<year>2012a</year>). <article-title>Evolution of sexual dimorphism in the fore of Andrew&#x2019;s toad (<italic>Bufo andrewsi</italic>) in response to putative sexual selection.</article-title> <source><italic>Anim. Biol.</italic></source> <volume>62</volume> <fpage>83</fpage>&#x2013;<lpage>93</lpage>.</citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Liao</surname> <given-names>Y. M.</given-names></name> <name><surname>Xiao</surname> <given-names>W. M.</given-names></name> <name><surname>Chen</surname> <given-names>W.</given-names></name> <name><surname>Mi</surname> <given-names>Z. P.</given-names></name> <name><surname>Li</surname> <given-names>C.</given-names></name></person-group> (<year>2012b</year>). <article-title>Sexual dimorphism in hind limb muscle mass of the Andrew&#x2019;s Toad (<italic>Bufo andrewsi</italic>) in relation to sexual selection.</article-title> <source><italic>N. Western J. Zool.</italic></source> <volume>8</volume> <fpage>252</fpage>&#x2013;<lpage>256</lpage>.</citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Zeng</surname> <given-names>Y.</given-names></name> <name><surname>Yang</surname> <given-names>J. D.</given-names></name></person-group> (<year>2013a</year>). <article-title>Sexual size dimorphism in anurans: roles of mating system and habitat types.</article-title> <source><italic>Front. Zool.</italic></source> <volume>10</volume>:<issue>65</issue>. <pub-id pub-id-type="doi">10.1186/1742-9994-10-65</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Zeng</surname> <given-names>Y.</given-names></name> <name><surname>Zhou</surname> <given-names>C. Q.</given-names></name> <name><surname>Jehle</surname> <given-names>R.</given-names></name></person-group> (<year>2013b</year>). <article-title>Sexual size dimorphism in anurans fails to obey Rensch&#x2019;s rule.</article-title> <source><italic>Front. Zool.</italic></source> <volume>10</volume>:<issue>10</issue>. <pub-id pub-id-type="doi">10.1186/1742-9994-10-10</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>Zhong</surname> <given-names>M. J.</given-names></name> <name><surname>Huang</surname> <given-names>Y.</given-names></name> <name><surname>Li</surname> <given-names>F.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Kotrschal</surname> <given-names>A.</given-names></name></person-group> (<year>2017</year>). <article-title>Seasonality and brain size are negatively associated in frogs: evidence for the expensive brain framework.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>7</volume>:<issue>16629</issue>. <pub-id pub-id-type="doi">10.1038/s41598-017-16921-1</pub-id><pub-id pub-id-type="pmid">29192284</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>L&#x00FC;pold</surname> <given-names>S.</given-names></name> <name><surname>Westneat</surname> <given-names>D. F.</given-names></name> <name><surname>Birkhead</surname> <given-names>T. R.</given-names></name></person-group> (<year>2011</year>). <article-title>Geographical variation in sperm morphology in the red-winged blackbird (<italic>Agelaius phoeniceus</italic>).</article-title> <source><italic>Evol. Ecol.</italic></source> <volume>25</volume> <fpage>373</fpage>&#x2013;<lpage>390</lpage>.</citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mai</surname> <given-names>C. L.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Kotrschal</surname> <given-names>A.</given-names></name> <name><surname>L&#x00FC;pold</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Relative brain size is predicted by the intensity of intrasexual competition in frogs.</article-title> <source><italic>Am. Nat.</italic></source> <volume>196</volume> <fpage>169</fpage>&#x2013;<lpage>179</lpage>. <pub-id pub-id-type="doi">10.1086/709465</pub-id><pub-id pub-id-type="pmid">32673088</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mai</surname> <given-names>C. L.</given-names></name> <name><surname>Liu</surname> <given-names>Y. H.</given-names></name> <name><surname>Jin</surname> <given-names>L.</given-names></name> <name><surname>Mi</surname> <given-names>Z. P.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2017</year>). <article-title>Altitudinal variation in somatic condition and reproductive investment of male Yunnan pond frogs (<italic>Dianrana pleuraden</italic>).</article-title> <source><italic>Zool. Anz.</italic></source> <volume>266</volume> <fpage>189</fpage>&#x2013;<lpage>195</lpage>.</citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mai</surname> <given-names>C. L.</given-names></name> <name><surname>Yu</surname> <given-names>J. P.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2019</year>). <article-title>Ecological and geographical reasons for the variation of digestive tract length in anurans.</article-title> <source><italic>Asian Herpetol. Res.</italic></source> <volume>10</volume> <fpage>246</fpage>&#x2013;<lpage>252</lpage>.</citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mao</surname> <given-names>M.</given-names></name> <name><surname>Mi</surname> <given-names>Z. P.</given-names></name> <name><surname>Yang</surname> <given-names>Z. S.</given-names></name> <name><surname>Zhou</surname> <given-names>C. Q.</given-names></name></person-group> (<year>2014</year>). <article-title>Sexual dimorphism in the of the dark-spotted frog, <italic>Pelophylax nigromaculata</italic>.</article-title> <source><italic>Herpetol. J.</italic></source> <volume>24</volume> <fpage>147</fpage>&#x2013;<lpage>153</lpage>.</citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mi</surname> <given-names>Z. P.</given-names></name></person-group> (<year>2012</year>). <article-title>Sexual dimorphism in the fore of the Asiatic toad <italic>Bufo gargarizans</italic>.</article-title> <source><italic>Herpetol. J.</italic></source> <volume>22</volume> <fpage>219</fpage>&#x2013;<lpage>224</lpage>.</citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mi</surname> <given-names>Z. P.</given-names></name></person-group> (<year>2013</year>). <article-title>Sexual dimorphism in the hindlimb muscles of the Asiatic toad (<italic>Bufo gargarizans</italic>) in relation to male reproductive success.</article-title> <source><italic>Asian Herpetol. Res.</italic></source> <volume>4</volume> <fpage>56</fpage>&#x2013;<lpage>61</lpage>.</citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Monnet</surname> <given-names>J.-M.</given-names></name> <name><surname>Cherry</surname> <given-names>M. I.</given-names></name></person-group> (<year>2002</year>). <article-title>Sexual size dimorphism in anurans.</article-title> <source><italic>Proc. R. Soc. B</italic></source> <volume>269</volume> <fpage>2301</fpage>&#x2013;<lpage>2307</lpage>.</citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Munoz-munoz</surname> <given-names>F.</given-names></name> <name><surname>Pages</surname> <given-names>N.</given-names></name> <name><surname>Durao</surname> <given-names>A. F.</given-names></name> <name><surname>England</surname> <given-names>M.</given-names></name> <name><surname>Werner</surname> <given-names>D.</given-names></name> <name><surname>Talavera</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>Narrow versus broad: sexual dimorphism in the wing form of western European species of the subgenus Avaritia (Culicoides, Ceratopogonidae).</article-title> <source><italic>Integr. Zool.</italic></source> <volume>16</volume> <fpage>769</fpage>&#x2013;<lpage>784</lpage>. <pub-id pub-id-type="doi">10.1111/1749-4877.12516</pub-id><pub-id pub-id-type="pmid">33433938</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Obreg&#x00F3;n</surname> <given-names>R. L.</given-names></name> <name><surname>Scolaro</surname> <given-names>J. A.</given-names></name> <name><surname>Ibarg&#x00FC;engoyt&#x00ED;a</surname> <given-names>N. R.</given-names></name> <name><surname>Medina</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Thermal biology and locomotor performance in <italic>Phymaturus calcogaster</italic>: are Patagonian lizards vulnerable to climate change?</article-title> <source><italic>Integr. Zool.</italic></source> <volume>16</volume> <fpage>53</fpage>&#x2013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1111/1749-4877.12481</pub-id><pub-id pub-id-type="pmid">32822078</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oka</surname> <given-names>Y.</given-names></name> <name><surname>Ohtani</surname> <given-names>R.</given-names></name> <name><surname>Satou</surname> <given-names>M.</given-names></name> <name><surname>Ueda</surname> <given-names>K.</given-names></name></person-group> (<year>1984</year>). <article-title>Sexually dimorphic muscles in the forelimb of the Japanese toad, <italic>Bufo japonicus</italic>.</article-title> <source><italic>J. Morphol.</italic></source> <volume>180</volume> <fpage>297</fpage>&#x2013;<lpage>308</lpage>.</citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olarte</surname> <given-names>O.</given-names></name> <name><surname>Sanchez-Montes</surname> <given-names>G.</given-names></name> <name><surname>Martinez-Solano</surname> <given-names>I.</given-names></name></person-group> (<year>2020</year>). <article-title>Integrative demographic study of the Iberian painted frog (<italic>Discoglossus galganoi</italic>): inter-annual variation in the effective to census population size ratio, with insights on mating system and breeding success.</article-title> <source><italic>Integr. Zool.</italic></source> <volume>15</volume> <fpage>498</fpage>&#x2013;<lpage>510</lpage>. <pub-id pub-id-type="doi">10.1111/1749-4877.12452</pub-id><pub-id pub-id-type="pmid">32333629</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Peters</surname> <given-names>S. E.</given-names></name> <name><surname>Aulner</surname> <given-names>D. A.</given-names></name></person-group> (<year>2000</year>). <article-title>Sexual dimorphism in forelimb muscles of the bullfrog, <italic>Rana catesbeiana</italic>: a functional analysis of isometric contractile properties.</article-title> <source><italic>J. Exp. Biol.</italic></source> <volume>203</volume> <fpage>3639</fpage>&#x2013;<lpage>3654</lpage>. <pub-id pub-id-type="doi">10.1242/jeb.203.23.3639</pub-id><pub-id pub-id-type="pmid">11060225</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrovi&#x00E6;</surname> <given-names>T. G.</given-names></name> <name><surname>Vukov</surname> <given-names>T. D.</given-names></name> <name><surname>Kolarov</surname> <given-names>N. T.</given-names></name></person-group> (<year>2017</year>). <article-title>Sexual dimorphism in size and shape of traits related to locomotion in nine anuran species from Serbia and Montenegro.</article-title> <source><italic>Folia Zool.</italic></source> <volume>66</volume> <fpage>11</fpage>&#x2013;<lpage>21</lpage>.</citation></ref>
<ref id="B47"><citation citation-type="journal"><collab>R Development Core Team</collab> (<year>2021</year>). <source><italic>R: A Language and Environment for Statistical Computing.</italic></source> <publisher-loc>Vienna</publisher-loc>: <publisher-name>R Foundation for Statistical Computing</publisher-name>.</citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rambaut</surname> <given-names>A.</given-names></name> <name><surname>Drummond</surname> <given-names>A.</given-names></name></person-group> (<year>2014</year>). <source><italic>Tracer v1.6.</italic></source> Available online at: <ext-link ext-link-type="uri" xlink:href="http://tree.bio.ed.ac.uk/software/tracer/">http://tree.bio.ed.ac.uk/software/tracer/</ext-link> <comment>(accessed December 16, 2021)</comment>.</citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schliep</surname> <given-names>K. P.</given-names></name></person-group> (<year>2011</year>). <article-title>Phangorn: phylogenetic analysis in R.</article-title> <source><italic>Bioinformatics</italic></source><volume>27</volume> <fpage>592</fpage>&#x2013;<lpage>593</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btq706</pub-id><pub-id pub-id-type="pmid">21169378</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shine</surname> <given-names>R.</given-names></name></person-group> (<year>1979</year>). <article-title>Sexual selection and sexual dimorphism in the amphibia.</article-title> <source><italic>Copeia</italic></source> <volume>1979</volume> <fpage>297</fpage>&#x2013;<lpage>306</lpage>.</citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shine</surname> <given-names>R.</given-names></name></person-group> (<year>1989</year>). <article-title>Ecological causes for the evolution of sexual dimorphism: a review of the evidence.</article-title> <source><italic>Q. Rev. Biol.</italic></source> <volume>64</volume> <fpage>419</fpage>&#x2013;<lpage>461</lpage>. <pub-id pub-id-type="doi">10.1086/416458</pub-id><pub-id pub-id-type="pmid">2697022</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sowersby</surname> <given-names>W.</given-names></name> <name><surname>Eckerstr&#x00F6;m-Liedholm</surname> <given-names>S.</given-names></name> <name><surname>Kotrschal</surname> <given-names>A.</given-names></name> <name><surname>N&#x00E4;slund</surname> <given-names>J.</given-names></name> <name><surname>Rowi&#x01F9;ski</surname> <given-names>P.</given-names></name> <name><surname>Gonzalez-Voyer</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Fast life-histories are associated with larger brain size in killifishes.</article-title> <source><italic>Evolution</italic></source> <volume>75</volume> <fpage>2286</fpage>&#x2013;<lpage>2298</lpage>. <pub-id pub-id-type="doi">10.1111/evo.14310</pub-id><pub-id pub-id-type="pmid">34270088</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tamura</surname> <given-names>K.</given-names></name> <name><surname>Stecher</surname> <given-names>G.</given-names></name> <name><surname>Kumar</surname> <given-names>S.</given-names></name></person-group> (<year>2021</year>). <article-title>MEGA11: molecular evolutionary genetics analysis version 11.</article-title> <source><italic>Mol. Biol. Evol.</italic></source> <volume>38</volume> <fpage>3022</fpage>&#x2013;<lpage>3027</lpage>. <pub-id pub-id-type="doi">10.1093/molbev/msab120</pub-id><pub-id pub-id-type="pmid">33892491</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>T.</given-names></name> <name><surname>Luo</surname> <given-names>Y.</given-names></name> <name><surname>Huang</surname> <given-names>C. H.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Huang</surname> <given-names>W. C.</given-names></name></person-group> (<year>2018</year>). <article-title>Variation in somatic condition and testis mass in Feirana quadranus along an altitudinal gradient.</article-title> <source><italic>Anim. Biol.</italic></source> <volume>68</volume> <fpage>277</fpage>&#x2013;<lpage>288</lpage>.</citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Woerden</surname> <given-names>J. T.</given-names></name> <name><surname>Willems</surname> <given-names>E. P.</given-names></name> <name><surname>van Schaik</surname> <given-names>C. P.</given-names></name> <name><surname>Isler</surname> <given-names>K.</given-names></name></person-group> (<year>2012</year>). <article-title>Large brains buffer energetic effects of seasonal habitats in catarrhine primates.</article-title> <source><italic>Evolution</italic></source> <volume>66</volume> <fpage>191</fpage>&#x2013;<lpage>199</lpage>. <pub-id pub-id-type="doi">10.1111/j.1558-5646.2011.01434.x</pub-id><pub-id pub-id-type="pmid">22220874</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wells</surname> <given-names>K. D.</given-names></name></person-group> (<year>1977</year>). <article-title>The social behaviour of anuran amphibians.</article-title> <source><italic>Anim. Behav.</italic></source> <volume>25</volume> <fpage>666</fpage>&#x2013;<lpage>693</lpage>.</citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wells</surname> <given-names>K. D.</given-names></name></person-group> (<year>2007</year>). <source><italic>The Ecology and Behavior of Amphibians.</italic></source> <publisher-loc>Chicago, IL</publisher-loc>: <publisher-name>University of Chicago Press</publisher-name>.</citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>S. N.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name> <name><surname>Zhong</surname> <given-names>M. J.</given-names></name> <name><surname>Huang</surname> <given-names>X. F.</given-names></name></person-group> (<year>2017</year>). <article-title>Geographical variation in limb muscle mass of the Andrew&#x2019;s toad (<italic>Bufo andrewsi</italic>).</article-title> <source><italic>Anim. Biol.</italic></source> <volume>67</volume> <fpage>17</fpage>&#x2013;<lpage>28</lpage>.</citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yekta</surname> <given-names>N.</given-names></name> <name><surname>Blackburn</surname> <given-names>D.</given-names></name></person-group> (<year>1992</year>). <article-title>Sexual dimorphism in mass and protein content of the forelimb muscles of the northern leopard frog <italic>Rana pipiens</italic>.</article-title> <source><italic>Can. J. Zool.</italic></source> <volume>70</volume> <fpage>670</fpage>&#x2013;<lpage>674</lpage>.</citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zamora-Camacho</surname> <given-names>F. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Locomotor performance in a running toad: roles of morphology, sex and agrosystem versus natural habitat.</article-title> <source><italic>Biol. J. Linn. Soc.</italic></source> <volume>123</volume> <fpage>411</fpage>&#x2013;<lpage>421</lpage>.</citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zamora-Camacho</surname> <given-names>F. J.</given-names></name></person-group> (<year>2021</year>). <article-title>Sex and habitat differences in size and coloration of an amphibian&#x2019;s poison glands match differential predator pressures.</article-title> <source><italic>Integr. Zool.</italic></source> <comment>[Epub ahead of print]</comment>. <pub-id pub-id-type="doi">10.1111/1749-4877.12597</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>L.</given-names></name> <name><surname>Yang</surname> <given-names>J.</given-names></name> <name><surname>Chen</surname> <given-names>X.</given-names></name> <name><surname>Zhao</surname> <given-names>Y.</given-names></name> <name><surname>Lu</surname> <given-names>X.</given-names></name></person-group> (<year>2013</year>). <article-title>No sexual dimorphism in limb muscles of a frog not engaging in amplexus.</article-title> <source><italic>Anim. Biol.</italic></source> <volume>63</volume> <fpage>397</fpage>&#x2013;<lpage>405</lpage>.</citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>L. X.</given-names></name> <name><surname>Yuan</surname> <given-names>X. Y.</given-names></name> <name><surname>Sheng</surname> <given-names>Y. S.</given-names></name> <name><surname>Yu</surname> <given-names>F.</given-names></name> <name><surname>Zhong</surname> <given-names>X. T.</given-names></name> <name><surname>Chen</surname> <given-names>X. H.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Strong limb tactics of the Boulenger&#x2019;s Lazy toad, <italic>Scutiger boulengeri</italic>: inferred from limb muscleslimb muscle.</article-title> <source><italic>Asian Herpetol. Res.</italic></source> <volume>11</volume> <fpage>360</fpage>&#x2013;<lpage>364</lpage>.</citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhao</surname> <given-names>L.</given-names></name> <name><surname>Mai</surname> <given-names>C. L.</given-names></name> <name><surname>Liu</surname> <given-names>G. H.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2019</year>). <article-title>Altitudinal implications in organ size in the Andrew&#x2019;s toad (<italic>Bufo andrewsi</italic>).</article-title> <source><italic>Anim. Biol.</italic></source> <volume>69</volume> <fpage>365</fpage>&#x2013;<lpage>376</lpage>.</citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhong</surname> <given-names>M. J.</given-names></name> <name><surname>Wang</surname> <given-names>X. Y.</given-names></name> <name><surname>Huang</surname> <given-names>Y. Y.</given-names></name> <name><surname>Liao</surname> <given-names>W. B.</given-names></name></person-group> (<year>2017</year>). <article-title>Altitudinal variation in organ size in <italic>Polypedates megacephalus</italic>.</article-title> <source><italic>Herpetol. J.</italic></source> <volume>27</volume> <fpage>235</fpage>&#x2013;<lpage>238</lpage>.</citation></ref>
</ref-list>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.lishi.tianqi.com">http://www.lishi.tianqi.com</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.phylo.org">http://www.phylo.org</ext-link></p></fn>
</fn-group>
</back>
</article>