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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1070296</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Diversification of cephalic shield shape and antenna in phyllosoma I of slipper and spiny lobsters (Decapoda: Achelata)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Landeira</surname>
<given-names>Jos&#xe9; Mar&#xed;a</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/755332"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deville</surname>
<given-names>Diego</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2075075"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fatira</surname>
<given-names>Effrosyni</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1994393"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhixin</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thatje</surname>
<given-names>Sven</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/455142"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lin</surname>
<given-names>Qiang</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/625400"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hern&#xe1;ndez-Le&#xf3;n</surname>
<given-names>Santiago</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/83077"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wakabayashi</surname>
<given-names>Kaori</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1275654"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Instituto de Oceanograf&#xed;a y Cambio Global, IOCAG, Universidad de Las Palmas de Gran Canaria</institution>, <addr-line>Canary Islands</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Graduate School of Integrated Sciences for Life, Hiroshima University</institution>, <addr-line>Higashi-Hiroshima</addr-line>, <country>Japan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>CAS Key Laboratory of Tropical Marine Bio-resources and Ecology, South China Sea Institute of Oceanology, Innovation Academy of South China Sea Ecology and Environmental Engineering, Chinese Academy of Sciences</institution>, <addr-line>Haizhu, Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Centro Austral de Investigaciones Cient&#xed;ficas et T&#xe9;cnicas (CADIC)</institution>, <addr-line>Ushuaia, Tierra del Fuego</addr-line>, <country>Argentina</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Katrin Linse, British Antarctic Survey (BAS), United Kingdom</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Benny K. K. Chan, Academia Sinica, Taiwan; Patricia Briones-Fourzan, Academic Unit of Reef Systems, National Autonomous University of Mexico, Mexico</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jos&#xe9; Mar&#xed;a Landeira, <email xlink:href="mailto:jose.landeira@ulpgc.es">jose.landeira@ulpgc.es</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Evolutionary Biology, Biogeography and Species Diversity, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1070296</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Landeira, Deville, Fatira, Zhang, Thatje, Lin, Hern&#xe1;ndez-Le&#xf3;n and Wakabayashi</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Landeira, Deville, Fatira, Zhang, Thatje, Lin, Hern&#xe1;ndez-Le&#xf3;n and Wakabayashi</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>Slipper (Scyllaridae) and spiny (Palinuridae) lobsters show a complex life cycle with a planktonic larval phase, named phyllosoma. This unique larval form within Achelata (Decapoda) is characterized by a transparent dorsoventrally compressed body and a pair of antennae. This conspicuous morphology has been attributed to adaptive specialization of planktonic life. Early studies suggest that phyllosoma morphology has remained constant over the evolutionary history of Achelata, while recent evidence points out large morphological changes and that diversification of phyllosoma larvae is a consequence of radiation and specialization processes to exploit different habitats. Given the ecological and evolutive significance of phyllosoma, we used shape variation of the first phyllosoma stage (phyllosoma I) and a time-calibrated phylogeny of extant Achelata to study how diversification of phyllosoma I shape occurred along with the evolutionary history of Achelata. Our results show a conserved phyllosoma I with a pear-shaped cephalic shield and large antennae in spiny lobsters and older groups of slipper lobsters, yet highly specialized phyllosoma I with wide rounded cephalic shield and short antennae in younger groups of slipper lobsters. Analyses revealed two bursts of lineage diversification in mid and late history without a slowdown in recent times. Both bursts preceded large bursts of morphological disparity. These results joined with the allopatric distribution of species and convergence of phyllosoma I shapes between largely divergent groups suggest that diversification involves nonadaptive radiation processes. However, the correlation of a major direction of shape with the maximum distribution depth of adults and the occurrence of the second burst of diversification post-extinction of competitors within Achelata presuppose some ecological opportunities that might have promoted lineage and morphological diversification, fitting to the characteristic components of adaptive radiations. Therefore, we conclude that diversification of Achelata presents a main signature of nonadaptive radiation with some components of adaptive radiation.</p>
</abstract>
<kwd-group>
<kwd>plankton</kwd>
<kwd>diversification</kwd>
<kwd>phyllosoma</kwd>
<kwd>shape variation</kwd>
<kwd>nonadaptive radiation</kwd>
<kwd>adaptive radiation</kwd>
</kwd-group>    <contract-sponsor id="cn001">Ministry of Education, Culture, Sports, Science and Technology<named-content content-type="fundref-id">10.13039/501100001700</named-content>
</contract-sponsor>    <contract-sponsor id="cn002">Japan Society for the Promotion of Science<named-content content-type="fundref-id">10.13039/501100001691</named-content>
</contract-sponsor>    <contract-sponsor id="cn003">Ministerio de Ciencia, Innovaci&#xf3;n y Universidades<named-content content-type="fundref-id">10.13039/100014440</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="83"/>
<page-count count="14"/>
<word-count count="7650"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Theoretical models and empirical evidence suggest that diversification of some species groups is a consequence of adaptive or nonadaptive radiation processes. Adaptive radiation involves species&#x2019; lineages occupying a wide variety of ecological roles (<xref ref-type="bibr" rid="B73">Simpson, 1949</xref>). This type of radiation is mainly triggered by ecological opportunities, which can be originated from three main sources: key innovations, dispersal into a new habitat, or extinction of competitors (<xref ref-type="bibr" rid="B73">Simpson, 1949</xref>; <xref ref-type="bibr" rid="B82">Yoder et&#xa0;al., 2010</xref>). Conversely, nonadaptive radiation refers to lineage diversification with similar ecological roles, and often absent or scarce overlapping distribution (<italic>i.e.</italic>, allopatric or parapatric taxa) (<xref ref-type="bibr" rid="B27">Gittenberger, 1991</xref>; <xref ref-type="bibr" rid="B66">Rundell and Price, 2009</xref>; <xref ref-type="bibr" rid="B21">Czekanski-Moir and Rundell, 2019</xref>). In this type of radiation, species proliferation can occur because of restricted gene flow, with species facing similar environmental conditions causing an absence of divergent selection and slow speciation. Despite their differences, we should be aware that some radiations might also contain some elements of each type as visualized in <italic>Tetragnatha</italic> spiders (<xref ref-type="bibr" rid="B26">Gillespie, 2004</xref>; <xref ref-type="bibr" rid="B20">Cotoras et&#xa0;al., 2018</xref>).</p>
<p>Within decapod crustaceans, slipper lobsters (Scyllaridae) and spiny lobsters (Palinuridae) compose the infraorder Achelata, one of the most iconic decapod groups that play a key role in the ecosystem functioning and sustain some of the most profitable fisheries in the world (<xref ref-type="bibr" rid="B35">Holthuis, 1991</xref>). The crown divergence of Achelata&#x2019;s families occurred in the Early Cretaceous and the Late Triassic, respectively (<xref ref-type="bibr" rid="B78">Wolfe et&#xa0;al., 2019</xref>). Fossil records and geographic distribution of species suggest that speciation of palinurid lobsters follows an allopatric mode (<xref ref-type="bibr" rid="B24">George, 2006</xref>), while this mode of speciation is not completely supported in scyllarid lobsters. This group has ecologically diversified to exploit different environments with some genera presenting scarce geographic overlap (<xref ref-type="bibr" rid="B76">Webber and Booth, 2007</xref>) as signal of competitive exclusion (<xref ref-type="bibr" rid="B27">Gittenberger, 1991</xref>; <xref ref-type="bibr" rid="B66">Rundell and Price, 2009</xref>), and others with parapatric distribution but subtle morphological differences that suggest low character displacement, a response for interspecific competition reflected in accentuated phenotypic differences (<xref ref-type="bibr" rid="B11">Brown and Wilson, 1956</xref>). Achelata lobsters are distributed worldwide throughout warm waters with a vertical range from very shallow to deep waters (more than 1000m), in different types of sediments (<xref ref-type="bibr" rid="B76">Webber and Booth, 2007</xref>). They share a unique larval form, named phyllosoma. This larva links the previous embryonic phase in the parental benthic habitat with its planktonic life allowing long-distance dispersal. Given the fossil evidence, geographic distribution of species, and presence of a larvae phase, it is suggested that diversification within Achelata has primarily happened due to nonecological processes and subtle ecological differentiation might have occurred later.</p>    <p>Phyllosomata are astonishing organisms that can reach several centimetres and spend up to two years in the water column through a series of moulting stages (4-17 stages) before they metamorphose into a pelagic-benthic transitional larval form called &#x201c;nisto&#x201d; in slipper lobsters or &#x201c;puerulus&#x201d; in spiny lobsters (<xref ref-type="bibr" rid="B54">Phillips et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B34">Hidaka et&#xa0;al., 2022</xref>). They have wide, transparent, and dorsoventrally compressed bodies, as well as stalked eyes, and two pairs of antennae frontally inserted in the cephalic shield (<xref ref-type="bibr" rid="B54">Phillips et&#xa0;al., 2006</xref>). Regarding the body shape of phyllosomata, it has been suggested that the compressed body should facilitate control of their swimming direction against a water flow using their natatory setae to generate appropriate lift or downward force (<xref ref-type="bibr" rid="B28">Hamasaki et&#xa0;al., 2012</xref>). Thus, shape and size of the cephalic shield control the drag force and may compensate for that phyllosomata are not good horizontal swimmers. In contrast, laboratory and field observations provide evidence that phyllosoma larvae are strong vertical swimmers since early life stages are frequently found in surface waters due to positive phototaxis (and likely negative geotaxis) (<xref ref-type="bibr" rid="B14">Butler et&#xa0;al., 2011</xref>). This behaviour facilitates the upward movement of phyllosoma from the sea bottom in the parental habitat (sometimes at hundreds of meters depth) to the surface. As the phyllosoma grows and develops, larvae are found deeper and are even able to perform diel vertical migrations, likely to avoid predators and to forage for food (<xref ref-type="bibr" rid="B9">Bradford et&#xa0;al., 2005</xref>). Phyllosoma larvae are also equipped with specialized receptors in the antennae and antennules, to detect mechanical and chemical stimuli (<xref ref-type="bibr" rid="B55">Phillips and Macmillan, 1987</xref>) that might be involved in foraging and predator avoidance. All the mentioned conspicuous morphological traits have been attributed to adaptive specialization of planktonic life, pointing out their ecological significance. However, we still have little understanding of their phylogenetic significance and their role in diversification of phyllosoma larvae.</p>
<p>The first attempts to assess the phylogenetic significance of phyllosoma traits were performed by <xref ref-type="bibr" rid="B4">Baisre and De Quevedo (1982)</xref> and <xref ref-type="bibr" rid="B3">Baisre (1994)</xref>. The first study used phyllosoma traits to distinguish two species groups within <italic>Panulirus</italic>, while the second discussed the taxonomic value of eight characters that encompass the presence or absence of a naupliosoma stage, some appendices, size at hatching, and the number of setae. They found correlation between these phyllosoma traits and adult morphology, highlighting their utility to separate Scyllaridae and Palinuridae, and main subcategories within them. Regarding diversification of phyllosoma larvae, based on fossil evidence <xref ref-type="bibr" rid="B77">Williamson (1985)</xref> stated that phyllosoma has experienced few modifications since the origin of Achelata. Later, compiled paleontological and taxonomical studies indicated that diversification of phyllosoma forms is a consequence of processes of radiation and specialization to exploit current habitats (<xref ref-type="bibr" rid="B76">Webber and Booth, 2007</xref>) (<italic>i.e.</italic>, ecological speciation) (<xref ref-type="bibr" rid="B82">Yoder et&#xa0;al., 2010</xref>). Moreover, recently uncovered fossils shed light on the gradual evolution of antenna forms along with Achelata&#x2019;s history (<xref ref-type="bibr" rid="B32">Haug et&#xa0;al., 2016</xref>) and that the ancestral (Jurassic) palinurid <italic>Palinurina tenera</italic> presented more phyllosoma stages than the extant species (<xref ref-type="bibr" rid="B42">Lavalli and Spanier, 2010</xref>; <xref ref-type="bibr" rid="B33">Haug and Haug, 2016</xref>). From this evidence, <xref ref-type="bibr" rid="B70">Schram and Koenemann (2021)</xref> hypothesized that the gradual morphological evolution of scyllarids from palinurids, and significant changes in early-developmental stages of Achelata species occurred during the Mesozoic. Considering that, phyllosoma larvae can possess morphological traits with evolutionary significance for diversification of Achelata.</p>
<p>Given the ecological and evolutionary significance of phyllosoma larvae, we used shape variation of the first stage (hereinafter, phyllosoma I) and a time-calibrated phylogeny of extant Achelata to investigate diversification along with the evolutionary history of this clade. We used a comparative evolutionary framework to specially assess: (1) whether shape variation has phylogenetic significance; (2) if shape can be related to adult traits like maximum size and distribution depth; and (3) tempo and mode of diversification of phyllosoma shape along with the evolutionary history of Achelata. Our results provide a new framework to better understand diversification of slipper and spiny lobsters.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Morphological data collection</title>
<p>Morphological data were obtained from published taxonomic descriptions in which phyllosoma I was illustrated (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref> for full list of references). To avoid any taxonomic confusion, only descriptions based on larvae obtained from laboratory-reared ovigerous lobsters or collected in the field and identified by DNA barcoding, were used in this study. Moreover, those descriptions with low quality drawings, without a scale bar or without an upright dorsal/ventral view, were discarded. We restricted our study to the phyllosoma I because it is the larval stage for which more reliable taxonomic descriptions exist. As a result, a total of 37 species were retained for this study (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>), which cover the most ecological divergent species within Achelata.</p>
<p>Phyllosoma I drawings were digitized and the outlines of the cephalic shield including antennae were manually traced. We used the &#x201c;<italic>polygon selection&#x201d;</italic> option to trace drawings and the &#x201c;<italic>spline fitting&#x201d;</italic> option for smoothing outlines in ImageJ v. 1.52p (<xref ref-type="bibr" rid="B69">Schneider et&#xa0;al., 2012</xref>). Outlines were manually fitted to the nearest possible to the original drawings and saved as binary masks. Then, tpsDig v.2.31 (<xref ref-type="bibr" rid="B64">Rohlf, 2017</xref>) was used to measure the height and width of the cephalic shield, as well as the antenna lengths based on the original drawings.</p>    <p>To relate parental traits with the phyllosoma I shape, we collected data of the maximum body size and maximum distribution depth of the adult phase for each species. Data were extracted from <xref ref-type="bibr" rid="B35">Holthuis (1991</xref>; <xref ref-type="bibr" rid="B36">2002</xref>; <xref ref-type="bibr" rid="B37">2006)</xref>, <xref ref-type="bibr" rid="B18">Chan and Yu (1993)</xref> and from published taxonomic descriptions of larval morphology, as mentioned before.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Outline processing and elliptic Fourier analysis</title>
<p>A total of 350 coordinates from the binary mask of each cephalic shield were selected for analyses. The middle point between the two antennae was considered as starting point of the outline (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The coordinates were sampled along the outline adapting the &#x201c;stage2outline&#x201d; and &#x201c;stage2landmark&#x201d; R codes of <xref ref-type="bibr" rid="B79">Wong et&#xa0;al. (2018)</xref> to our data.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Outline processing and analysis of phyllosoma larvae I shape. <bold>(A)</bold> Shape mask labelled with the outline sampling scheme and some of the linear measurements used. Start denotes standardized starting point of outline sampling at the medium point between antennae; Ant length = antenna length. <bold>(B)</bold> Outline reconstructed from elliptic Fourier analysis. Black lines are the masks of the original outline while colour-scaled shades are the reconstructed outline shapes using different number of harmonics.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1070296-g001.tif"/>
</fig>
<p>We ran an elliptic Fourier analysis (EFA) (<xref ref-type="bibr" rid="B65">Rohlf and Archie, 1984</xref>) using the <italic>efourier</italic> function of the Momocs package (<xref ref-type="bibr" rid="B5">Bonhomme et&#xa0;al., 2014</xref>). After running Fourier power tests for each species&#x2019; shape, we decided to preserve the first twenty harmonics since they accounted for 99% of the cumulative variability of the shapes and closely fitted the original outlines (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Each harmonic has four coefficients; thus 80 coefficients were obtained from each phyllosoma I shape. However, we excluded the first three coefficients of the first harmonic to standardize the orientation, size, and rotation of outlines.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Shape variation and measurements</title>
<p>We used principal component analysis (PCA) to ordinate the Fourier coefficients. We plotted PCA scores and the major shape changes from the first two principal components (PC1 and PC2) to observe shape variation of phyllosoma I. To model the outlines on PCs, coefficients of harmonics were calculated from the product of the PC scores and their corresponding eigenvector using mean &#xb1; standard deviation (SD) of PC scores from the first two principal axes. Then, inverse Fourier transformations were used to rebuild the hypothetical shapes from the estimated coefficients. Shape differences regarding the average shape outline and the &#xb1; SD and &#xb1; 2SD of each axis were drawn within thin-plate splines</p>
<p>The correlations (R) and angles (&#x3b8; = arccos(R)) between regression vectors of shape (PC1 and PC2) on linear measurements (height, width, aspect ratio = width/height, and relative antenna length = antenna length/height) were estimated using the <italic>rv.test</italic> function of the barnlarv package. R ranges from 0 to 1, and both represent orthogonal and parallel positions of the compared vectors, respectively.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Phylogenetic inference and lineage diversification</title>
<p>We constructed a time-calibrated phylogenetic tree including 112 out of the 155 Achelata species described (last checklist, <xref ref-type="bibr" rid="B16">Chan, 2019</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). We retrieved sequences of six genetic regions (12S, 16S, 18S, and 28 S ribosomal subunits (rRNAs), cytochrome oxidase <italic>c</italic> subunit I, and histone 3) from the 112 Achelata species and four outgroups: two Astacidae (<italic>Homarus americanus</italic> and <italic>Metanephrops thomsoni</italic>), and two Glypheidea (<italic>Laurentaeglyphea neocaledonica</italic> and <italic>Neoglyphea inopinata</italic>) species since they are sister suborders of Achelata (<xref ref-type="bibr" rid="B70">Schram and Koenemann, 2021</xref>). For those species with multiple available sequences for one gene, we selected the longest one. When necessary, we used the reverse complement of the original retrieved sequence or concatenated partial sequences of a specific genetic region (28S rRNA) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). Each genetic region was independently aligned and then alignments were processed with Gblocks 0.9.1 (<xref ref-type="bibr" rid="B15">Castresana, 2000</xref>) to discard poorly aligned positions, but allowing the inclusion of gaps to increase the number of phylogenetically informative variable sites. The processed alignments were concatenated to form a final alignment of 3877 bp. Then, a time-calibrated phylogenetic tree was constructed using BEAST v.2.6 (<xref ref-type="bibr" rid="B8">Bouckaert et&#xa0;al., 2019</xref>). For this tree, we included two calibration points from fossil records: (1) for the Achetala clade, <italic>Yunnanopalinura schrami</italic> (241&#x2013;247 Millions of years ago, Mya) (<xref ref-type="bibr" rid="B22">Feldmann et&#xa0;al., 2012</xref>); and (2) for the Palinuridae, <italic>Archaeopalinurus</italic> (210&#x2013;221 Mya) (<xref ref-type="bibr" rid="B56">Pinna, 1974</xref>). To construct the tree, we used the best substitution model from BEAST model test (<xref ref-type="bibr" rid="B7">Bouckaert and Drummond, 2017</xref>) under all reversible model search, the Yule process to build the prior tree, and a fast relaxed Lognormal clock (<xref ref-type="bibr" rid="B83">Zhang and Drummond, 2020</xref>). The analysis was run with a Markov Chain Monte Carlo simulation of 2x10<sup>8</sup> steps, storing 10000 trees from the posterior distribution. The maximum clade credibility tree (MCC) was calculated considering a 10% of burn-in with the program TreeAnnotator included in BEAST v.2.6. Then, the MCC tree was pruned to only contain 34 out of the 37 species from which phyllosoma I shape information is available (bold species, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>) given the lack of DNA sequences for three species. The MCC tree of 112 species was used to study lineage diversification, while the MCC tree only containing 34 species was used in comparative phylogenetic analyses of phyllosoma I shape.</p>
<p>We assessed whether lineage accumulation has experienced a slowdown along the evolutionary history of Achelata following an early burst of diversification. We constructed a lineage-through-time (LTT) plot and evaluated the fit of the LTT curve to a model of diversification with constant rate through a Monte Carlo Constant Rate (MCCR) test using the phytools package (<xref ref-type="bibr" rid="B62">Revell, 2012</xref>). This test estimates the &#x3b3; statistic for incompletely sampled phylogenies by contrasting the distribution of inter-node distances between the root and its time-calibrated midpoint to the distribution of distances between this midpoint and the tips (<xref ref-type="bibr" rid="B59">Pybus and Harvey, 2000</xref>). Negative values of &#x3b3; indicate that inter-node distances between the root and midpoint are shorter at early history than those from midpoint to the tips, suggesting that most branching events occurred in early history of Achelata. In contrast, if lineage diversification follows a constant rate process, &#x3b3; has a mean value of 0. It has been demonstrated that incomplete taxon sampling in the phylogeny increases type I error rates in diversification analyses. Hence, the MCCR test calculates distributions of &#x3b3; through simulations of phylogenies with taxon sizes equalling the known number of species (~155 species in Achelata) (<xref ref-type="bibr" rid="B16">Chan, 2019</xref>) under the null hypothesis of diversification with constant rate. Species within the simulated trees were randomly pruned to equal the number of species with retrieved sequences (112), replicating the incomplete taxon sampling. The LTT plot was built for each simulated pruned tree to construct the confidence interval.</p>
<p>To complement the LTT plot and MCCR test, we fitted six lineage accumulation models to branching times extracted from the time-calibrated MCC tree. Two of the models assumed constant rates of diversification: the pure-birth (Yule) model that does not incorporate extinctions, and the constant rate birth-death (crBD) model that includes extinctions but with a constant rate for speciation and extinction along evolutionary history (<xref ref-type="bibr" rid="B47">Nee et&#xa0;al., 1994</xref>). The next two models were Yule models with one (Yule2R) and two (Yule3R) shifts in speciation rate at some point along with the evolutionary history. The last two models: density-dependent logistic (DDL) and density-dependent exponential (DDE) assume diversity-dependence and estimate diversification rates in relation to the accumulation of diversity over time while accounting for extinctions. All these models were fitted using the <italic>fitdAICrc</italic> function of the laser package (<xref ref-type="bibr" rid="B60">Rabosky, 2006</xref>). To determine the model with best fit, we considered the bias-corrected version of the Akaike Information Criterion (AICc) approach (<xref ref-type="bibr" rid="B12">Burnham and Anderson, 2002</xref>; <xref ref-type="bibr" rid="B57">Posada and Buckley, 2004</xref>) and chose the model with the lowest AICc score.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Macroevolutionary assessment of shape variation</title>
<p>We evaluated whether phyllosoma I shapes, centroid size and antenna length are more similar between more related species, and less similar between distant species (<italic>i.e.</italic>, phylogenetic signal). Phylogenetic signal was estimated in the extent of the multidimensional shape data using K<sub>mult</sub> (<xref ref-type="bibr" rid="B1">Adams, 2014</xref>), which indicates whether shape variation is as arranged by phylogenetic position of species as expected under a Brownian motion (BM) model of evolution (<xref ref-type="bibr" rid="B23">Felsenstein, 1985</xref>) (K<sub>mult</sub> = 1) or has higher (K<sub>mult</sub> &gt; 1) or lower (K<sub>mult</sub> &lt; 1) phylogenetic signal. K<sub>mult</sub> and its significance were estimated using the <italic>physignal</italic> function of the geomorph package (<xref ref-type="bibr" rid="B2">Adams and Ot&#xe1;rola-Castillo, 2013</xref>). In addition, we estimated phylogenetic signals of PC1, PC2, centroid size (CS), and antenna length through the &#x3bb; estimator (<xref ref-type="bibr" rid="B49">Pagel, 1999</xref>), which indicates the level of correlation between species regarding the expected correlation under the BM model. The &#x3bb; estimators and their significances were calculated utilizing the <italic>phylosig</italic> function of the phytools package. For visualization, a &#x201c;phylomorphospace&#x201d; was constructed using the first two PCs of the shape analysis as reference of morphological information. The phylomorphospace projects the phylogenetic tree into a space of morphological traits (<xref ref-type="bibr" rid="B72">Sidlauskas, 2008</xref>). For interpretation, the morphological diversity or &#x201c;disparity&#x201d; among species was considered: on the one hand, when a subclade occupies broad regions of the morphospace, recent divergence considerably contributes to the overall &#x201c;disparity&#x201d;; on the other hand, when a subclade occupies small regions, its greater &#x201c;disparity&#x201d; is explained by earlier divergence, supporting an early burst of trait evolution.</p>
<p>We assessed whether shape divergences between species pairs show a tendency to stasis/convergence or rapid diversification. Small shape divergences between largely distant species suggest convergent evolution or stasis, while large shape distances between closely related species indicate rapid diversification. Thus, we built pairwise distance-contrast plots in the same way as <xref ref-type="bibr" rid="B46">Muschick et&#xa0;al. (2012)</xref>. We plotted phylogenetic divergences against shape divergences of species pairs. Phylogenetic divergences were estimated using the <italic>cophenetic</italic> function, while shape divergences were calculated using the <italic>dist</italic> function in R. Then, we compared the observed shape divergences with the ones obtained from 1000 simulated datasets under the BM model. For these simulations, we used the <italic>ratematrix</italic> and <italic>sim.char</italic> functions of the geiger package (<xref ref-type="bibr" rid="B31">Harmon et&#xa0;al., 2008</xref>). The simulated divergences under BM were extracted from the observed ones. Negative values were obtained when the observed species pairs comparisons were more similar than expected due to their phylogenetic distance, and positive values when the observed species pair comparisons were less similar in the simulated dataset. For visualization, the plots were color-scaled using the differences between the observed and simulated shape datasets. To account for variation among simulations, we counted the number of species pairs with lower observed shape divergence than the expected under BM in 95% of the simulations and plotted the observed and simulated Procrustes distances with a grey-scale colouration based on the number of simulations in which the observed Procrustes distances were lower than the simulated ones for each species pair.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Shape variation associated to adult traits</title>
<p>We fitted phylogenetic multiple regression models to predict phyllosoma shape in relation to body size (here CS), antenna length, and maximum distribution depth and maximum size of adults, while accounting for the phylogenetic position of species through the <italic>procD.pgls</italic> function of the geomorph package. This function performs regression models in a phylogenetic context under a BM model, accommodating high-dimensional datasets. In addition, since the main trajectories of shape variation (PC1 and PC2) were correlated with body size, antenna length, and aspect ratio (see Results section), we fitted univariate regression models to evaluate whether these variables were independently correlated to maximum size and maximum distribution depth of adults while considering phylogenetic position of species. For these univariate models, we log-transformed the variables and specified an expected covariance under the BM model.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Disparity through time analysis</title>
<p>We explored how shape disparity has changed over the Acheleta&#x2019;s evolutionary history. We used the <italic>ddt</italic> function of the geiger package to calculate and plot disparity-through-time (DTT). The DTT plot exhibits the contribution of subclades to the total disparity as the linage diversity of the clade increases (<xref ref-type="bibr" rid="B30">Harmon et&#xa0;al., 2003</xref>). The observed DDT is usually contrasted by the expected value under the BM model, thus the difference between the observed and median expected values is called the morphological disparity index (MDI). Negative values of MDI are indicative of an early burst of disparity in trait evolution within the clade, while positive values suggest a higher variation than expected by phylogeny. Finally, we estimated the ancestral states of PC1 and PC2 to visualize changes at specific trajectories of shape along with the evolutionary history of Achelata. We estimated the ancestral state using the <italic>fitContinuous</italic> of the geiger package and superimposed them over the time-calibrated phylogenetic tree with the <italic>contMap</italic> function of the phytools package.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Variation of phyllosoma I shape and environment</title>
<p>The first two PCs explained 76% of the total variation of phyllosoma I shapes (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Species were divided into two clusters located in the negative and positive extremes of PC1. For PC1, species with negative values had large antennae and pear-shaped cephalic shields, while species with positive values had small antennae and wider rounded cephalic shields (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). For PC2, positive values were characterized by a wider anterior cephalic shield and antennae, while negative values represented narrower anterior cephalic shields and antennae (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Few species with intermediate shapes appeared far from the two main clusters located at extremes of PC1. For instance, the shape of <italic>Panulirus argus</italic>, which was the closest one to the mean shape configuration (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). PC1 was significantly correlated with relative antenna length and presented a moderate non-significant correlation with aspect ratio. PC2 only showed moderate non-significant correlation with body width (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Left: Major directions of shape variation (PC1 and PC2) of phyllosoma I (37 species) summarized through principal component analysis. Data points were coloured based on relative antenna length (antenna length/height) and their sizes were scaled accounting for the aspect ratio of cephalic shield. Points with dashed edges represent species excluded in the phylogenetic comparative analyses. Right: Phylomorphospace of 34 species (subset of phylogeny over PCA scores). Sky-blue circle indicates the confidence ellipse at 90% level. The phylomorphospace was constructed from the estimated time-calibrated maximum clade credibility tree. Reconstructed shape outlines at mean, &#xb1; SD and &#xb1; 2SD PC score values, display the trend of shape changes along the PC axes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1070296-g002.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Correlation between the first two components (PC1 and PC2) of phyllosoma I shape and regression vectors (regression of shape on size, width, aspect ratio, and relative antenna length).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">PCs &amp; shape attributes</th>
<th valign="top" align="center">R</th>
<th valign="top" align="center">&#x3b8;</th>
<th valign="top" align="center">p-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">PC1 &amp; aspect ratio (width/height)</td>
<td valign="top" align="center">0.916</td>
<td valign="top" align="center">23.7</td>
<td valign="top" align="center">0.115</td>
</tr>
<tr>
<td valign="top" align="left">PC2 &amp; aspect ratio</td>
<td valign="top" align="center">0.252</td>
<td valign="top" align="center">75.4</td>
<td valign="top" align="center">0.655</td>
</tr>
<tr>
<td valign="top" align="left">PC1 &amp; antenna ratio (antenna length/height)</td>
<td valign="top" align="center">0.980</td>
<td valign="top" align="center">11.4</td>
<td valign="top" align="center">
<bold>0.005</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">PC2 &amp; antenna ratio</td>
<td valign="top" align="center">0.005</td>
<td valign="top" align="center">89.7</td>
<td valign="top" align="center">0.993</td>
</tr>
<tr>
<td valign="top" align="left">PC1 &amp; height</td>
<td valign="top" align="center">0.126</td>
<td valign="top" align="center">82.8</td>
<td valign="top" align="center">0.923</td>
</tr>
<tr>
<td valign="top" align="left">PC2 &amp; height</td>
<td valign="top" align="center">0.885</td>
<td valign="top" align="center">27.7</td>
<td valign="top" align="center">0.025</td>
</tr>
<tr>
<td valign="top" align="left">PC1 &amp; width</td>
<td valign="top" align="center">0.481</td>
<td valign="top" align="center">61.3</td>
<td valign="top" align="center">0.662</td>
</tr>
<tr>
<td valign="top" align="left">PC2 &amp; width</td>
<td valign="top" align="center">0.758</td>
<td valign="top" align="center">40.7</td>
<td valign="top" align="center">0.114</td>
</tr>
<tr>
<td valign="top" align="left">PC1 &amp; antenna front</td>
<td valign="top" align="center">0.946</td>
<td valign="top" align="center">18.9</td>
<td valign="top" align="center">0.052</td>
</tr>
<tr>
<td valign="top" align="left">PC2 &amp; antenna front</td>
<td valign="top" align="center">0.268</td>
<td valign="top" align="center">74.4</td>
<td valign="top" align="center">0.624</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Bold values indicate statistical significance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Phylogenetic inference and lineage diversification</title>
<p>The maximum clade credibility tree of the Achelata species (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>: 34 species, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>: 112 species tree) was congruent with previous multi-locus phylogenies of Achelata (<xref ref-type="bibr" rid="B51">Palero et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B75">Tsang et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B81">Yang et&#xa0;al., 2012</xref>). The monophyly of Stridentes and Silentes groups within Palinuridae, and monophylies of subfamilies within Scyllaridae were also supported in these trees except for Ibacinae, which was paraphyletic. Ibacinae genera were placed next to the subfamily Arctidinae. Also, our tree supported the polyphyletic state of genera within Scyllarinae subfamily observed in a previous phylogeny (<xref ref-type="bibr" rid="B75">Tsang et&#xa0;al., 2009</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Time-calibrated maximum clade credibility tree of Achelata species used in phylogenetic comparative analyses (34 species). Blue-scaled coloured tips designate Palinuridae species, while red-scaled designate Scyllaridae species. Red-dotted lines indicate massive extinction events.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1070296-g003.tif"/>
</fig>
<p>The MCCR test did not find significant evidence for bursts of lineage diversification in late evolutionary history of Achelata (&#x3b3; = -2.3992, P = 0.138) as suggested by the LTT plot (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), which showed two bursts of lineage diversification. These bursts occurred about mid- (<italic>ca.</italic> 160&#x2013;125 Mya) and late-history (<italic>ca.</italic> 50 Mya afterwards) of the Achelata clade. However, the pattern of LTT was slightly supported by the fitting of branching times to a Yule model with two shifts in diversification rate (Yule3R) in late history over models of diversity-dependence diversification (DDL and DDX) dAICc<sub>DDL</sub> = 2.7908 and dAICc<sub>DDX</sub> = 5.497) and a Yule model with one shift in diversification rate (dAICc<sub>YULE2</sub> = 2.09).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Top: Lineage-through time (LTT) accumulation curve for Achelata clade (solid line), from 112 species. Sky-blue-coloured area represents confidence interval estimated from 1000 simulated trees under the pure-birth null model. Diagonal dashed line designates the mean value from simulations. Bottom: Disparity-through-time (DTT) for shape (solid line). Coloured areas represent confidence intervals estimated from simulations under BM. Dashed line is the median disparity from simulations. Vertical dotted lines indicate divisions between geological periods.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1070296-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Phylogenetic signal of shape</title>
<p>The multivariate measure of phylogenetic signal was K<sub>mult</sub> = 0.929, indicating that shape of phyllosoma I had a significant phylogenetic signal (<italic>P</italic> &lt; 0.0002) under the BM expectation of 1. The K<sub>mult</sub> value corresponded to a shape variation pattern in which closely related species&#x2019; shapes were more similar than expected under BM. However, the phylomorphospace revealed overlaps between some groups of Palinuridae and Scyllaridae species (see <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). For instance, some Ibacinae (<italic>Parribacus antarcticus</italic> and <italic>P. caledonicus</italic>) and Arctidinae species (<italic>Arctides regalis</italic> and <italic>Scyllarides aequinoctialis</italic>) had large antennae and pear-shaped cephalic shield that resemble some palinurids. Among Scyllaridae subfamilies, Scyllarinae showed a characteristic shape (short antennae and wide rounded cephalic shield) absent in Arctidinae and Ibacine, yet like the ones present in Theninae (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Within Palinuridae, Silentes were marginally separated from Stridentes species. The broad occupation of palinurids in the morphospace suggested a more recent burst of shape variation in relation to the other subclades, while narrow occupation of Theninae and Scyllarinae indicated an early burst of morphological diversification within these subclades (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The phylogenetic signals of PC1 (&#x3bb;<sub>PC1</sub> = 0.927, <italic>P</italic> &lt; 0.0001), and antenna length (&#x3bb;<sub>ANT</sub> = 0.869, <italic>P</italic> &lt; 0.0001) pointed out that correlation of each independent trait was closely linked to the expected correlation under BM. In contrast, phylogenetic signals of PC2 (&#x3bb;<sub>PC2</sub> = 0.683, <italic>P</italic> = 0.099) and CS (&#x3bb;<sub>CS</sub> = 0.168, <italic>P</italic> = 0.413) indicated that variation of these traits may be independently determined by some external condition rather than the intrinsic phylogenetic position of species.</p>
<p>Pairwise-contrast plots exhibited shape convergence between phylogenetically distant species (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, red-scale points) and shape divergences larger than expected under the BM model (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, blue-scale points). Comparing our dataset of observed species-pair shape divergences with species-pair shape divergences simulated under the BM model, we found a total of 150 species pairs comparisons with lower observed divergence than expected under BM in 95% of the simulations (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, black points), indicating a significant shape convergence in species conforming these pair comparisons. A total of 74 out of these comparisons contained any species belonging to Scyllarinae or <italic>Panulirus</italic> species.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Pairwise distance-contrast plots. Red and blue colour scale was set from the difference between observed Procrustes distances and simulated distances under the Brownian motion model, while grey-scale colouration was set based on the number of simulations presenting lower observed Procrustes distances than the ones simulated under Brownian motion model.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1070296-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Correlation between shape, size, and adult traits</title>
<p>We found that body size and antenna length were significant predictors of multidimensional shape (body size: Z = 3.267, <italic>P</italic> &lt; 0.002; antenna length: Z = 3.626, <italic>P</italic> &lt; 0.002), while maximum distribution depth and maximum size at adult phase were not significant predictors. In case of the individual regressions of PCs, CS, and antenna length on adult variables, only the maximum distribution depth of adults was negatively correlated with PC2 (&#x3bb;<sub>PC2</sub> = 0.419, <italic>P</italic> &lt; 0.02), while the other correlations were not significant (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>). This suggest that maximum depth of adults might be an evolutionary driver of shape variation in phyllosoma I.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Tempo and mode of shape diversification</title>
<p>The DTT analysis displayed a lower disparity than the median expected under BM from early to middle (Late Jurassic) history of Achelata. Then, disparity increased over the median expected under BM along with the whole Cretaceous, and then slowed down until mid-Paleogene, from which it experienced a positive peak (see <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The nonsignificant MDI value (0.007, <italic>P</italic> = 0.926) indicated that the DDT curve was closely fitted to the expectations of the BM, that in this case was translated into a compensating trend of disparity along with the whole evolutionary history of Achelata. The ancestral state reconstructions of PC1 and PC2 showed that the common ancestor of Achelata might had presented PC scores (PC1 = -0.0037, PC2 = -0.0006) whose shape closely corresponded with the shape of <italic>Panulirus argus</italic> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). This species had a phyllosoma with medium-size antennae and pear-shape shield (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In addition, the ancestral reconstruction indicated that main changes in states of PC1 occurred after the divergence of Palinuridae and Scyllaridae. The main changes in PC1 were concentrated at early history of Scyllarinae and Silentes, while later variations took place within <italic>Panulirus</italic> (Stridentes, Palinuridae) and <italic>Parribacus</italic> (Ibacinae, Scyllaridae). PC2 remained more stable throughout evolutionary history, the main changes in this component of shape occurred in <italic>Puerulus</italic> (Stridentes), Ibacinae and Arctidinae (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Scyllaridae species retained PC2 scores close to the common ancestor of Achelata.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Ancestral state reconstruction of PC1 (left) and PC2 (right). Legends depict reference values for colour gradients in contour-map phylogenies and scales indicate ages in millions of years ago (Mya).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1070296-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Phylogenetic significance of shape</title>
<p>Our findings partially support an association of phylogenetic and shape divergences between Palinuridae and Scyllaridae. As expected, phyllosoma I with more rounded cephalic shields and short antennae mainly belong to Scyllaridae, whereas Palinuridae grouped those larvae with more pear-shaped shields and large antennae. These shape differences were reflected in the high phylogenetic signals detected in the multivariate shape, main shape trajectory (PC1) and antenna length. At the family level, these shapes have been traditionally used to discriminate scyllarid from palinurid phyllosomata collected in the field (<xref ref-type="bibr" rid="B67">Santos and Gonz&#xe1;lez-Gordillo, 2004</xref>). These differences in phyllosoma shape are even more evident in more developed larval stages (<xref ref-type="bibr" rid="B3">Baisre, 1994</xref>).</p>
<p>Based on our shape data, in combination with other phyllosoma traits previously used (<xref ref-type="bibr" rid="B3">Baisre, 1994</xref>), fossil records, distribution ranges, and genetic information (<xref ref-type="bibr" rid="B24">George, 2006</xref>; <xref ref-type="bibr" rid="B51">Palero et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B81">Yang et&#xa0;al., 2012</xref>), we can mention some insights about the phylogenetic significance of the shape of phyllosoma I. The shape data could not separate Arctidinae and Ibacinae of Scyllaridae from Palinuridae species, reflecting a discordance between taxonomic and morphological diversity. It occurred because the antennae in these Scyllaridae subfamilies are as large as those present in Palinuridae and share the biramous state of this trait with Silentes species (<italic>Jasus</italic>, <italic>Palinurellus</italic>, and <italic>Sagmariasus</italic>). Interestingly, most scyllarid featuring this shape hatch in an ontogenetic state before phyllosoma, which is named naupliosoma and is also present in palinurid lobster (<xref ref-type="bibr" rid="B76">Webber and Booth, 2007</xref>). The absence/presence of this ontogenetic state across Achelata families might indicate that hatching as phyllosoma is a derived state. The absence of naupliosoma has been related to shortened development (<xref ref-type="bibr" rid="B3">Baisre, 1994</xref>), and their association with phyllosoma larvae I with short antenna and wider cephalic shield might indicate a developmental link between the state at hatching and the two main phyllosoma shapes described here.</p>
<p>Within Scyllaridae, the shape variation of phyllosoma I supported the sister relationship of subfamilies Theninae and Scyllarinae observed on traits from first and last phyllosoma instars (<xref ref-type="bibr" rid="B3">Baisre, 1994</xref>), adult traits (<xref ref-type="bibr" rid="B81">Yang et&#xa0;al., 2012</xref>), and genetic information (<xref ref-type="bibr" rid="B51">Palero et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B81">Yang et&#xa0;al., 2012</xref>, this study). In addition, the pear-shaped cephalic shield and large antennae found in <italic>Parribacus</italic> (Ibacinae) and Arctidinae are concordant with previous evidence to place <italic>Parribacus</italic> closer to Arctidinae rather than to other Ibacinae genus (<xref ref-type="bibr" rid="B3">Baisre, 1994</xref>; <xref ref-type="bibr" rid="B6">Booth et&#xa0;al., 2005</xref>). However, this closer morphological relationship between Parribacus and Arctidinae was not observed in our phylogeny including most of species from these subclades but reported in a previous phylogenetic study (<xref ref-type="bibr" rid="B81">Yang et&#xa0;al., 2012</xref>).</p>
<p>In the case of Stridentes within Palinuridae, the largest genus <italic>Panulirus</italic> occupied a wide region of the morphospace, indicating broader ecological speciation. However, shape data of phyllosoma I did not separate this genus into the two main groups as previously observed in phylogenetic analyses (<xref ref-type="bibr" rid="B58">Ptacek et&#xa0;al., 2001</xref>) and morphological characters of adults and phyllosoma (<xref ref-type="bibr" rid="B53">Patek and Oakley, 2003</xref>; <xref ref-type="bibr" rid="B24">George, 2006</xref>). Interestingly, the reconstructions of the ancestral state of PC1 and PC2 suggest that the common ancestor of Achelata (PC1 = -0.0037, PC2 = -0.0006) had a similar shape to <italic>Panulirus argus</italic> (PC1 = -0.0069, PC2 = 0.0001) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), the hypothetical basal species of this genus (<xref ref-type="bibr" rid="B24">George, 2006</xref>). This might indicate a stasis of this shape in ancestors of <italic>Panulirus</italic> and that further shape variations in this genus occurred later.</p>    <p>In addition, shape data provides more evidence of phyllosoma similarity between <italic>Jasus</italic> and <italic>Puerulus</italic> suggesting a phylogenetic significance of the shape. <xref ref-type="bibr" rid="B3">Baisre (1994)</xref> has already proposed the common ancestry of these genera. Their phyllosoma have biramous antennae, but in comparison to scyllarid species with the biramous state, in <italic>Jasus</italic> and <italic>Puerulus</italic> the outer branch is much shorter than the inner one (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). In <italic>Puerulus</italic>, the antennae are bifurcated near the basal part, while in Silentes, bifurcation occurs in the distal part. The biramous antennae are conserved within Silentes, but this state is alternated with the uniramous state within Stridentes. Thus, uniramous antennae have been observed in <italic>Panulirus</italic>, <italic>Palinustus</italic> (final stage, <xref ref-type="bibr" rid="B52">Palero et&#xa0;al., 2010</xref>), <italic>Justitia</italic> (<italic>J. longimana</italic> stage VII, <xref ref-type="bibr" rid="B41">Konishi et&#xa0;al., 2021</xref>) and <italic>Nupalirus</italic> (<italic>N. japonicus</italic> stage VIII, <xref ref-type="bibr" rid="B41">Konishi et&#xa0;al., 2021</xref>); and biramous in <italic>Puerulus</italic>, <italic>Palinurus</italic> (stage I, <xref ref-type="bibr" rid="B50">Palero and Abell&#xf3;, 2007</xref>), and <italic>Linuparus</italic> (<italic>L. sordidus</italic> stage IV?, <xref ref-type="bibr" rid="B38">Inoue et&#xa0;al., 2001</xref>).</p>
<p>The alternance of both states in Palinuridae and Scyllaridae, and the divergence times of subfamilies and groups within each family indicate that both states of antennae emerged multiple times across Achelata. Given the contrasting variation of a trait such as antenna within this clade, which plays an important role in food selection and predator detection, further analysis assessing variation of antennae among species would shed light on ecological changes over the evolutionary history of Achelata.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Association with adult variables</title>
<p>We expected that shape of phyllosoma should be more influenced by the embryonic phase, directly related to the adult benthic habitat and mother condition. Among arthropods, larger females frequently give rise to larger offspring because of their more efficient nutrient provision than those of smaller mothers, but this relationship is often weak and is certainly not ubiquitous (<xref ref-type="bibr" rid="B48">Oliphant and Thatje, 2021</xref>). For instance, in the European lobster <italic>Homarus gammarus</italic>, belonging to Astacidea, mean larval size at hatching is closely linked to maternal size (<xref ref-type="bibr" rid="B44">Moland et&#xa0;al., 2010</xref>). In our study, we did not find a relationship between the maximum adult size and the size of phyllosoma I, suggesting that this relationship, if any, may occur more frequently at intraspecific level or that any existing correlation between adult and larvae size is accounted for the phylogenetic position of species. However, our analyses suggest that maximum distribution depth of adults is an ecological driver of shape variation. This adult trait has a negative correlation with PC2 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>). This correlation shows that variation of PC2 scores occurred across different groups going from shallow to deep waters. High PC2 scores were present in <italic>Parribacus</italic> in shallow waters while small PC2 scores occurred in <italic>Ibacus</italic> and <italic>Puerulus</italic>, both genera occupying waters deeper than 300&#xa0;m. High PC2 scores are related to species possessing a phyllosoma with wider anterior cephalic shields and large antenna, while low PC2 scores are associated with species with narrower anterior cephalic shields and smaller antenna. Phyllosomata of deep-water species must travel longer distance upwards to reach the upper layers of the water column, being exposed to higher predation risk. Longer relative antennae should facilitate tracking a bigger volume of surrounding water, increasing the perception of mechanical stimuli as happens in other planktonic organisms (<italic>i.e.</italic>, copepods, <xref ref-type="bibr" rid="B40">Ki&#xf8;rboe, 2008</xref>). Considering that predation is a major evolutionary driver in Achelata (<xref ref-type="bibr" rid="B74">Spanier and Weihs, 1990</xref>), environments with higher predation pressure may have favored the selection for larger antennae. This negative correlation is also concordant with the multiple transition from shallow to deep waters found in analysis of scyllarid lobsters (<xref ref-type="bibr" rid="B75">Tsang et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B81">Yang et&#xa0;al., 2012</xref>) since Arctidinae that is distributed in shallow waters, has the oldest fossil records within Scyllaridae (<italic>Scyllarides punctatus</italic>, 120 Mya at mid-Cretaceous, <xref ref-type="bibr" rid="B80">Woods, 1925</xref>; <xref ref-type="bibr" rid="B76">Webber and Booth, 2007</xref>). On the other hand, the correlation contradicts the deep-shallow water transition previously proposed for palinurid lobsters (<xref ref-type="bibr" rid="B24">George, 2006</xref>) and documented for other decapods (<xref ref-type="bibr" rid="B63">Rodr&#xed;guez-Flores et&#xa0;al., 2022</xref>) and marine invertebrate groups (<xref ref-type="bibr" rid="B39">Jablonski et&#xa0;al., 1983</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Tempo and mode of lineage and shape diversification</title>
<p>Adaptive radiations are characterized by a pattern of early lineage, morphological, and ecological diversification mainly triggered by ecological opportunities (<xref ref-type="bibr" rid="B73">Simpson, 1949</xref>) and followed by subsequent asymptotic declines in diversification rates over time (<xref ref-type="bibr" rid="B68">Schluter, 2000</xref>; <xref ref-type="bibr" rid="B29">Harmon et&#xa0;al., 2010</xref>). Our evidence suggests that Achelata did not experience an early burst of diversification and neither present a decline in lineage diversification at recent evolutionary history, rather it passed through two bursts of lineage and morphological diversification at mid and late evolutionary history (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). A similar pattern of nonearly radiation was also found in analyses of body plans of adults including Achelata and other groups within Decapoda (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>). The bursts of lineage diversification were concordant with the fit of branching times to a Yule model with shifts in speciation rate across time (Yule3rate) over models of diversity-dependence diversification (DDL, DDE), which are expected in clades diversifying through adaptive radiation processes (<xref ref-type="bibr" rid="B68">Schluter, 2000</xref>).</p>
<p>Nonelection of a diversity-dependence model is supported by low competition for resources between species as suggested by: (1) the scarce or absent geographical overlap and asymmetric depth distribution of Palinuridae species (<xref ref-type="bibr" rid="B25">George and Main, 1967</xref>; <xref ref-type="bibr" rid="B24">George, 2006</xref>) and some Scyllaridae genera; and (2) morphological specialization of some scyllarid clades that allow them to exploit a variety of different environments (<xref ref-type="bibr" rid="B76">Webber and Booth, 2007</xref>). Allopatric distribution and reduced competition joined with the two bursts of lineage diversification precluding long-temporal bursts of morphological disparity (over millions of years) indicate that they were produced through geographic isolation after punctual episodes of colonization followed by subsequent subtle ecological speciation (<xref ref-type="bibr" rid="B66">Rundell and Price, 2009</xref>; <xref ref-type="bibr" rid="B21">Czekanski-Moir and Rundell, 2019</xref>). Hence, lineage diversification of Achelata has been primarily triggered by nonadaptive radiation with minimal ecological diversification (<xref ref-type="bibr" rid="B27">Gittenberger, 1991</xref>; <xref ref-type="bibr" rid="B26">Gillespie, 2004</xref>; <xref ref-type="bibr" rid="B66">Rundell and Price, 2009</xref>). This mode of radiation explains the presence of some groups of closely related species with subtle ecological divergences but clear reproductive isolation within Palinuridae (see cases of <italic>Jasus</italic> (<xref ref-type="bibr" rid="B10">Brasher et&#xa0;al., 1992</xref>), and <italic>Panulirus</italic> (<xref ref-type="bibr" rid="B17">Chan and Chu, 1996</xref>) and Scyllaridae (<italic>e.g. Thenus</italic> (<xref ref-type="bibr" rid="B13">Burton and Davie, 2007</xref>), <italic>Galearctus</italic> and <italic>Petrarctus</italic> (<xref ref-type="bibr" rid="B81">Yang et&#xa0;al., 2012</xref>). Nonadaptive radiation is concordant with the absence of a diversity-dependence slowdown in lineage diversification at the end of the evolutionary history. This last finding also indicates that Achelata has not reached equilibrium yet and continue diversifying, in agreement with the highest diversity levels of reported at Holocene for this clade (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>).</p>
<p>Going into detail, the first burst of lineage diversification was dated around the transition from Jurassic to Cretaceous (<italic>ca.</italic> 160&#x2013;80 Mya) as supported by previous estimates from fossil records (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>). It occurred posterior to the beginning of the major phase of Gondwana breakup (around 180 Mya) that separated Africa, South America, India, Antarctica, and Australia and allowed the widening of the Atlantic Ocean (<xref ref-type="bibr" rid="B43">Mcloughlin, 2001</xref>). As expected in a clade whose diversification follows a nonadaptive radiation mode, the formation of isolated lineages preluded a posterior increase of morphological disparity over millions of years as a slow response to the environmental conditions presented for each separate lineage (<xref ref-type="bibr" rid="B27">Gittenberger, 1991</xref>). The DDT plot indicates that morphological disparity remained higher than expected under the BM model across the whole Cretaceous, in which an episode of radiation occurred as suggested by diversity estimations from body plans (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>) and fossil records of several extinct genera (<italic>Astacodes</italic>, <italic>Cancrinos</italic>, <italic>Palinurina</italic>, and <italic>Palaeopalinurus</italic>) succeeding <italic>Yannanopalinurus schrani</italic>, the earliest known Achelata (<xref ref-type="bibr" rid="B70">Schram and Koenemann, 2021</xref>). Interestingly, this episode of radiation is coincident with changes in early ontogenetic stages of Achelata visualized in fossil records of <italic>Palinurina tenera</italic> possessing additional instars that are absent in extant species (<xref ref-type="bibr" rid="B42">Lavalli and Spanier, 2010</xref>), and variations in ancestral states of the main trajectories of shape principally occurring in ancestors of Stridentes, Silentes, Scyllarinae and Theninae (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<p>The second burst of lineage diversification started in Late Cretaceous towards present (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) and is concordant with a major radiation previously reported (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>). Following the allopatric speciation hypothesis proposed by <xref ref-type="bibr" rid="B24">George (2006)</xref>, this burst of lineage diversification occurred as consequence of tectonic changes that separated marine basins and then gave rise islands, providing new available environments for colonization and the subsequent second burst of morphological diversification (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). This burst might be related to changes in distribution depth as shown by variations in ancestral reconstruction of PC2 scores (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>) and their negative significant correlation with the maximum distribution depth of adults (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>). Hence, colonization of different depths (<italic>i.e.</italic>, new habitats) by ancestors might have represented an ecological opportunity that allowed lineage and ecological diversification (<xref ref-type="bibr" rid="B73">Simpson, 1949</xref>; <xref ref-type="bibr" rid="B82">Yoder et&#xa0;al., 2010</xref>). In addition, for this second burst, we cannot discard an ecological diversification of Achelata prompted by the presence of ecological opportunities due to prolonged extinction events around the Cretaceous-Paleogene limit that affected several decapod groups (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>). This is because one of the extinct groups that left available environments for colonization is Cancrinidae, whose members were present from Early Jurassic to Late Cretaceous (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>; <xref ref-type="bibr" rid="B70">Schram and Koenemann, 2021</xref>) and are considered the intermediate between palinurids and scyllarids (<xref ref-type="bibr" rid="B32">Haug et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B70">Schram and Koenemann, 2021</xref>).</p>
<p>Given the low shape divergences between largely distant species (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>), their overlap in the phylomorphospace (Palinuridae with Arctidinae and Ibacinae) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), and the conserved shape (phyllosoma I with biramous large antennae and pear-shaped cephalic shields) present in the old groups from each respective family (Scyllaridae: <italic>Scyllarides punctatus</italic>, 110&#x2013;120 Mya (<xref ref-type="bibr" rid="B80">Woods, 1925</xref>); Palinuridae: Silentes (163 Mya, median estimated age)) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>), it is likely that this shape might had also been present in the extinct Cancrinidae lobsters despite they possessed intermediate states of adult antenna forms between scyllarids and palinurids (<xref ref-type="bibr" rid="B32">Haug et&#xa0;al., 2016</xref>). However, they were intermingled with an allopatric speciation mode and subtle morphological differences (<italic>i.e.</italic>, are attributes of a nonadaptive radiation, <xref ref-type="bibr" rid="B27">Gittenberger, 1991</xref>), not causing a substantial increase of the slow lineage diversification occurred over millions of years (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). This highlights the possibility that components of both types of radiation processes could have contributed to diversification of Achelata as reported in other invertebrate groups (<xref ref-type="bibr" rid="B26">Gillespie, 2004</xref>; <xref ref-type="bibr" rid="B20">Cotoras et&#xa0;al., 2018</xref>).</p>
<p>Nevertheless, as explained above some strong arguments for the dominance of nonadaptive radiation in diversification of Achelata are the degree of specialization of scyllarid species (Scyllarinae and Theninae), the overlap within the phylomorphospace (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), the pairwise-distance plots showing lower shape divergence than expected under the BM model (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, black points); the shape convergence in 150 species pairs (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, dark red points), the absence of a slowdown in lineage diversification and rather the highest diversifying trend at recent times (<xref ref-type="bibr" rid="B71">Schweitzer and Feldmann, 2014</xref>). However, under a hypothetical scenario of complete adaptive radiation, the possibility of geographic overlap between some species of Scyllaridae (<xref ref-type="bibr" rid="B76">Webber and Booth, 2007</xref>) and their shape similarities, indicate low levels of character displacement (<xref ref-type="bibr" rid="B11">Brown and Wilson, 1956</xref>; <xref ref-type="bibr" rid="B68">Schluter, 2000</xref>). This refers to accentuated phenotypic differences as response of competition for resources between sympatric species (<xref ref-type="bibr" rid="B11">Brown and Wilson, 1956</xref>), being a clear signal of slowdown in lineage diversification as consequence of diversity-dependence accumulation (<xref ref-type="bibr" rid="B45">Monroe and Bokma, 2017</xref>). However, the low level of character displacement detected here, and absent signature of lineage-diversification slowdown may indicate only a marginal contribution of some components of adaptive radiation in the dominant nonadaptive radiation processes occurred along with the diversification of Achelata lobsters.</p>
<p>It is a fact that diversification of early life stages (<italic>e.g.</italic> larval stages) is rarely considered in evolutionary studies. Like our study in slipper and spiny lobsters, others in echinoderms (<xref ref-type="bibr" rid="B61">Raff and Byrne, 2006</xref>), barnacles (<xref ref-type="bibr" rid="B79">Wong et&#xa0;al., 2018</xref>), and sparid fishes (<xref ref-type="bibr" rid="B19">Colangelo et&#xa0;al., 2019</xref>) indicated that morphological novelties present in adult stages are related to conspicuous morphologies originated since early life stages that allow species to exploit different environments and to reduce interspecific competition. Thus, these morphologies not only play a crucial role within a lifespan of a single specimen, but rather along with the evolutionary history of a clade. In this sense, we encourage the scientific community to further investigate the diversification of larval forms to increase our understanding of the evolution of target groups.</p>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="s10">
<bold>Supplementary Materials.</bold>
</xref> Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>KW, ST and JML contributed to conception and design of the study. EF organized the database. DD and ZZ performed the analysis. KW, DD and JML obtained funding needed to perform the study. JML, DD, wrote the mansucript with inputs by KW, ST, ZZ, QL, SH-L. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This study was funded by the Projects TRIATLAS (n&#xba; ref. 817578) and SUMMER from the H2020 program of the European Union and DESAFIO (PID2020- 118118RB-I00) from the Spanish Government. This work was partly supported by Grant-in-aid for the Promotion of Joint International Research (Fostering Joint International Research) (KAKENHI no. 17KK0157) to Kaori Wakabayashi. Diego Deville was supported by The Ministry of Education, Culture, Sports, Science and Technology (MEXT) fellowship. Jos&#xe9; M Landeira was supported by the &#x201c;Beatriz Galindo&#x201d; grant (BEAGAL 18/00172) from the Spanish Ministry of Science and Innovation. Effrosyni Fatira was funded from the European Union's Horizon Europe research and innovation programme under the Marie Sk&#x142;odowska-Curie grant agreement No 101090322 PLEASE. </p>
</sec>
<sec id="s8" 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="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="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/fmars.2023.1070296/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1070296/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
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