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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.2023.1260171</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>Molecular population genetics and phylogeographic studies of <italic>Ligia exotica</italic> and <italic>Ligia cinerascens</italic> in East Asia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Gyeongmin</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="https://loop.frontiersin.org/people/https://loop.frontiersin.org/people/2586444"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Hyemin</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mun</surname>
<given-names>Sohyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Choi</surname>
<given-names>Eun Hwa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nguyen</surname>
<given-names>Anh D.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2414110"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hwang</surname>
<given-names>Ui Wook</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1929838"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute for Phylogenomics and Department of Biology Education, Teachers College Evolution, Kyungpook National University</institution>, <addr-line>Daegu</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Life Sciences, Graduate School, Kyungpook National University</institution>, <addr-line>Daegu</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Obstetrics and Gynecology, Seoul National University Hospital</institution>, <addr-line>Seoul</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>General Administration and Coordination Department, Phylomics Inc.</institution>, <addr-line>Daegu</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Institute of Ecology and Biological Resources, Vietnam Academy of Science and Technology</institution>, <addr-line>Hanoi</addr-line>, <country>Vietnam</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Institute for Korean Herb-Bio Convergence Promotion, Kyungpook National University</institution>, <addr-line>Daegu</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>School of Industrial Technology Advances, Kyungpook National University</institution>, <addr-line>Daegu</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Raquel Xavier, Centro de Investigacao em Biodiversidade e Recursos Geneticos (CIBIO-InBIO), Portugal</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Carlos Alberto Santamaria, University of Tampa, United States; Lara Baptista, Centro de Investigacao em Biodiversidade e Recursos Geneticos (CIBIO-InBIO), Portugal</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Ui Wook Hwang, <email xlink:href="mailto:uwhwang1@gmail.com">uwhwang1@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>12</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1260171</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Kim, Kim, Mun, Choi, Nguyen and Hwang</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Kim, Kim, Mun, Choi, Nguyen and Hwang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Sea slater, in the genus <italic>Ligia</italic>, is widespread in rocky shore habitats, and the taxon is easily isolated due to its limited dispersal capacity. Therefore, most <italic>Ligia</italic> species exhibit an allopatric distribution, but <italic>Ligia exotica</italic> and <italic>L. cinerascens</italic> exhibit an overlapping distribution distribution in East Asia. Previous studies on both species have confirmed the existence of highly divergent lineages based on <italic>16S rRNA</italic>.</p>
</sec>
<sec>
<title>Methods</title>
<p>In the present study, 282 <italic>Ligia</italic> individuals were collected at ten, three, and three sites in South Korea, Japan, and Vietnam, respectively, and 41 haplotypes were observed based on <italic>16S rRNA</italic>.</p>
</sec>
<sec>
<title>Results and discussion</title>
<p>The results of phylogeny, phylogenetic network, and TCS network, Principal Coordinates Analysis, and four Molecular Species Delimitation Analyses revealed that six genetic lineages including <italic>L. cinerascens</italic>, Lineages N and S of <italic>L. exotica, Ligia</italic> sp. 1, sp.2 and sp.3 were present. The three genetic lineages, including <italic>L. cinerascens,</italic> Lineage N of <italic>L. exotica</italic>, and Lineage S of <italic>L. exotica</italic>, were also identified in the phylogeny based on a nuclear gene of the sodium&#x2013;potassium ATPase &#x3b1;-subunit (<italic>Nak</italic>). Phylogeographic analysis revealed that <italic>L. cinerascens</italic> and Lineage N of <italic>L. exotica</italic> were distributed overlappingly in South Korea, Japan, and the northern region of China. Generally, the two lineages of <italic>L. exotica</italic> were distributed allopatrically, which was more evident along the coastline of mainland China than that of Japan. The results of time-calibrated phylogeny suggested that the speciation events of <italic>Ligia</italic> species might be associated with Japanese mainland formation from Oligocene to Miocene (approximately 30-5 million years ago, Mya). The results of the present study provide insights that could facilitate the understanding of the evolutionary history of <italic>Ligia</italic>, tracking of geological processes, and evolutionary effects of palaeogeographical events at the population level.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Ligia exotica</italic>
</kwd>
<kwd>
<italic>Ligia cinerascens</italic>
</kwd>
<kwd>population genetic structure</kwd>
<kwd>phylogeographic distribution</kwd>
<kwd>East Asia</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="81"/>
<page-count count="14"/>
<word-count count="7556"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Evolutionary Biology, Biogeography and Species Diversity</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Sea slater, in the genus <italic>Ligia</italic> (Crustacea: Isopoda) is widespread in rocky intertidal habitats with approximately 40 recorded species (<xref ref-type="bibr" rid="B58">Schmalfuss, 2003</xref>). Ecologically, the taxon is involved in decomposition and nutrient recycling processes in marine ecosystems (<xref ref-type="bibr" rid="B81">Zimmer, 2002</xref>). The genus is considered a model organism for evolutionary research due to its two main characteristics: successful transition from aquatic to terrestrial environments in its evolutionary history and reportedly limited dispersal ability during its life cycle (<xref ref-type="bibr" rid="B13">Farr, 1978</xref>; <xref ref-type="bibr" rid="B3">Carefoot and Taylor, 1995</xref>). The latter may be attributed to ecological traits of the genus such as low desiccation tolerance and vagility, and lack of a planktonic larval phase (<xref ref-type="bibr" rid="B68">Tsai et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B78">Zhang et&#xa0;al., 2016</xref>). The restricted dispersal trait can potentially lead to geographic isolation between populations, with limited gene flow and significant genetic variation among populations, suggesting cryptic species diversity (<xref ref-type="bibr" rid="B20">Hurtado et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B32">Markow and Pfeiler, 2010</xref>; <xref ref-type="bibr" rid="B57">Santamaria et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B16">Greenan et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B56">Santamaria, 2019</xref>).</p>
<p>Due to their geographical isolation, most <italic>Ligia</italic> species exhibit an allopatric distribution. However, <italic>Ligia exotica</italic> Roux, 1828 and <italic>Ligia cinerascens</italic> Budde-Lund, 1885, found in East Asia exhibit overlapping distribution (<xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B26">Kang and Jung, 2020</xref>). <italic>Ligia exotica</italic> is predominantly distributed along the coast of South Korea and China, as well as in Kyushu, Shikoku, and Honshu in Japan. <italic>L. cinerascens</italic> is distributed on the western and southern coasts of South Korea, the northeastern coast of China, and Hokkaido, Honshu, and northern Kyushu in Japan (<xref ref-type="bibr" rid="B38">Nunomura, 1983</xref>; <xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>). The two species have morphological differences in the lengths of the posterolateral process (PLP) and the inner accessory process (IAP) within the telson, and appendix masculina of the second pleopod, and number of segments in the flagellum (<xref ref-type="bibr" rid="B38">Nunomura, 1983</xref>; <xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>).</p>
<p>Considering their overlapping distribution, numerous phylogeographic studies of the two species within East Asia have been reported previously (<xref ref-type="bibr" rid="B25">Jung et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B26">Kang and Jung, 2020</xref>). According to <xref ref-type="bibr" rid="B25">Jung et&#xa0;al. (2008)</xref>, <italic>Ligia</italic> species inhabiting South Korea are largely divided into the eastern and western groups in the phylogenetic analysis based on <italic>16S rRNA</italic>. <xref ref-type="bibr" rid="B75">Yin et&#xa0;al. (2013)</xref> conducted phylogenetic studies based on morphological and molecular characteristics by collecting additional <italic>Ligia</italic> species in coastal areas of China; they assigned two <italic>Ligia</italic> species, <italic>L. cinerascens</italic>, and <italic>L. exotica</italic>, and each species formed a monophyletic clade. They also included the <italic>16S rRNA</italic> data in <xref ref-type="bibr" rid="B25">Jung et&#xa0;al. (2008)</xref> and observed that the eastern and western groups previously mentioned are included in <italic>L. exotica</italic> and <italic>L. cinerascens</italic> clades, respectively. In addition, they investigated the existence of two geographical clades within <italic>L. exotica</italic> and suggested that the distribution ranges of the two lineages were differentiated by latitude. <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al. (2018)</xref> conducted a phylogenetic analysis based on <italic>16S rRNA</italic> by collecting <italic>Ligia</italic> species not only in East Asia, but also in Southeast Asia, Africa, and America. The examination of each clade in <italic>L. exotica</italic> and <italic>L. cinerascens</italic> confirmed that <italic>L. exotica</italic> formed four subclades. The results suggested that East Asia is a source of <italic>L. exotica</italic> populations introduced from regions such as Hawaii, Americas, and Africa. <xref ref-type="bibr" rid="B26">Kang and Jung (2020)</xref> performed phylogenetic studies that included samples from areas not yet surveyed (e.g., Vladivostok in Russia), and they investigated incongruencies between mitochondrial and nuclear DNA markers, which were suggested to be due to distinct evolutionary histories of each marker or genomic islands of speciation.</p>
<p>Although numerous phylogeographic studies have been conducted on the two species in East Asia, their molecular population genetics and phylogenetic studies have yet to be conducted in numerous regions. Investigation of <italic>L. exotica</italic> and <italic>L. cinerascens</italic> from other putative localities in East Asia is required to understand the evolutionary history of <italic>Ligia</italic> species. In the present study, <italic>Ligia</italic> species were collected from regions that have not been studied previously, Dokdo Island in South Korea, Tottori-ken in Japan, and Catba, Danang, and Phu quoc in Vietnam, and molecular population genetics and phylogenetic studies of the two <italic>Ligia</italic> species were conducted based on <italic>16S rRNA</italic> to examine their phylogeographic distribution patterns and demographic history. In addition, phylogenetic analyses of a subset of the samples were also conducted with the nuclear marker, the sodium&#x2013;potassium ATPase &#x3b1;-subunit (<italic>Nak</italic>). Finally, time-calibrated molecular clock analyses, which estimated divergence events among the genetic lineages of <italic>Ligia</italic> in East Asia, were conducted to explore the evolutionary history of <italic>Ligia</italic> species.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Sample collection and <italic>16S rRNA</italic> and <italic>Nak</italic> gene sequencing</title>
<p>In total, 282 <italic>Ligia</italic> species specimens were collected from 16 sites in three countries, including 10 sites in South Korea, three in Japan, and three in Vietnam (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). All collected samples were directly fixed in 95% ethyl alcohol and stored at -20&#xb0;C before DNA extraction. Genomic DNA was isolated using walking legs of individuals using a DNeasy Blood and Tissue Kit (Qiagen, United States). The concentration of extracted DNA was measured using NanoDrop 2000 (Thermo Fisher Scientific, United States) and the integrity was checked with a 1% agarose gel electrophoresis.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<italic>Ligia exotica</italic> and <italic>Ligia cinerascens</italic>, and a map showing sampling localities for 282 <italic>Ligia</italic> samples. <bold>(A, B)</bold> The pictures show <bold>(A)</bold> <italic>L. exotica</italic> and <italic>L. cinerascens</italic> and were photographed by Gyeongmin Kim and edited using Adobe Illustrator v.22.2 (<uri xlink:href="https://www.adobe.com">https://www.adobe.com</uri>). <bold>(B)</bold> The collection sites of 282 <italic>Ligia</italic> individuals, including ten populations in South Korea, three in Japan, and three in Vietnam. Detailed information regarding the locality is presented in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>. The maps are from a free map providing site (<uri xlink:href="https://d-maps.com">https://d-maps.com</uri>) and are modified with Adobe Illustrator v.22.2 (<ext-link ext-link-type="uri" xlink:href="https://www.adobe.com">https://www.adobe.com</ext-link>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1260171-g001.tif"/>
</fig>
<p>Species identification was performed done using mitochondrial <italic>16S rRNA</italic> genes by DNA Sanger sequencing, with a <italic>16Sa</italic> (5&#x2032;-CGCCTGTTTATCAAAAACAT-3&#x2032;) and <italic>16Sb</italic> (5&#x2032;-CTCCGGTTTGAACTCAGATCA-3) primer pair (<xref ref-type="bibr" rid="B73">Xiong and Kocher, 1991</xref>; <xref ref-type="bibr" rid="B62">Simon et&#xa0;al., 1994</xref>). PCR was conducted to amplify the partial fragment of the <italic>16S rRNA</italic> gene with a 50 &#x3bc;L total volume of PCR mix comprising 25&#x2013;100 ng genomic DNA, 10 mM dNTP, and 10 pM of forward and reverse primers with the addition of 0.25 units of Taq DNA polymerase (Solgent, South Korea). The following thermal cycling conditions were adapted as follows: denaturation at 94&#xb0;C for 2&#xa0;min, followed by 35 amplification cycles of 94 &#xb0;C for 20 s, 48&#xb0;C&#x2013; 50&#xb0;C for 40 s, and 72&#xb0;C for 1&#xa0;min, and a final extension at 72&#xb0;C for 5&#xa0;min. Subsequently, 1 &#x3bc;L of each PCR product was electrophoresed on a 1% agarose gel containing eco-dye and observed under UV light. The confirmed PCR bands were purified using a QIAquick PCR Purification Kit (QIAGEN, Germany) and directly sequenced with an ABI Prism 3730 DNA sequencer (PerkinElmer, United States) using a Big Dye Termination Sequencing Kit (PerkinElmer, United States).</p>
<p>In addition to <italic>16S rRNA</italic>, <italic>NaK</italic> was amplified by PCR and sequenced from 11 <italic>Ligia</italic> individuals (9 <italic>L. exotica</italic> and 2 <italic>L. cinerascens</italic>) representing the 11 localities examined here (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Previously described primers Nak-for-b (5&#x2019;-ATGACAGTTGCTCATATGTGGTT-3&#x2019;) and Nak-rev2 (5&#x2019;-ATAGGGTGATCTCCAGTRACCAT-3&#x2019;) were used for PCR amplification of <italic>Nak</italic> (<xref ref-type="bibr" rid="B69">Tsang et&#xa0;al., 2008</xref>).</p>
</sec>
<sec id="s2_2">
<title>Sequence alignment, genetic diversity, and differentiation analysis</title>
<p>The obtained <italic>16S rRNA</italic> and <italic>Nak</italic> nucleotide sequences of the two <italic>Ligia</italic> species were aligned using the Clustal X2 program by default setting, and ambiguous regions where homology could not be confidently identified at the 5&#x2019; and 3&#x2019; ends in sequences were removed by BioEdit 7.2.5 with a final length of 379bp of <italic>16S rRNA</italic> and 663bp of <italic>Nak</italic> (<xref ref-type="bibr" rid="B17">Hall, 1999</xref>; <xref ref-type="bibr" rid="B29">Larkin et&#xa0;al., 2007</xref>). Haplotypes, singleton sites, and parsimoniously informative sites were identified using DnaSP 6.11 (<xref ref-type="bibr" rid="B55">Rozas et&#xa0;al., 2017</xref>). All novel <italic>16S rRNA</italic> haplotype and <italic>Nak</italic> sequences discovered in the present study were deposited in NCBI GenBank with accession numbers OQ916835-OQ916875 of <italic>16S rRNA</italic> and OR641242-OR641252 of <italic>Nak</italic>. Haplotype diversity (<italic>h</italic>) and nucleotide diversity (<italic>&#x3c0;</italic>) per population were calculated using DnaSP 6.11. To investigate the genetic differentiation between populations of each species, pairwise fixation index (<italic>F</italic>
<sub>ST</sub>) values were estimated using the Arlequin 3.5 (<xref ref-type="bibr" rid="B12">Excoffier and Lischer, 2010</xref>). Mantel test was performed using Alleles in Space 1.0 to investigate the patterns of isolation by distance between pairwise genetic and geographic distances (<xref ref-type="bibr" rid="B33">Miller, 2005</xref>).</p>
</sec>
<sec id="s2_3">
<title>Delimitation of species hypotheses</title>
<p>For population genetic analyses, 197 previously published <italic>16S rRNA</italic> sequences for <italic>Ligia</italic> species from the National Center for Biotechnology Information (NCBI) GenBank were included in the dataset. These included one sequence described by <xref ref-type="bibr" rid="B72">Wetzer (2001)</xref>, one by <xref ref-type="bibr" rid="B63">Taiti et&#xa0;al. (2003)</xref>, 39 by <xref ref-type="bibr" rid="B25">Jung et&#xa0;al. (2008)</xref>, 24 by <xref ref-type="bibr" rid="B75">Yin et&#xa0;al. (2013)</xref>, one by <xref ref-type="bibr" rid="B57">Santamaria et&#xa0;al. (2013)</xref>, 42 by <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al. (2018)</xref>, and 13 by <xref ref-type="bibr" rid="B26">Kang and Jung (2020)</xref>, as well as 76 sequences found in unpublished data (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). In the case of <italic>Nak</italic>, 11 previously reported sequences for 6 <italic>L. exotica</italic> and 5 <italic>L. cinerascens</italic> were retrieved from the NCBI GenBank for phylogenetic analyses (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). In total, 22 <italic>Nak</italic> sequences, consisting of 11 obtained in the present study and 11 retrieved from the NCBI GenBank, were included for phylogenetic analyses. To examine phylogenetic relationships among the populations in the two <italic>Ligia</italic> species, unrooted phylogenetic trees were reconstructed using the maximum likelihood (ML) and Bayesian Inference (BI) methods. The ML tree was constructed using the IQ-tree web server (<ext-link ext-link-type="uri" xlink:href="http://iqtree.cibiv.univie.ac.at/">http://iqtree.cibiv.univie.ac.at/</ext-link>) (<xref ref-type="bibr" rid="B67">Trifinopoulos et&#xa0;al., 2016</xref>). The selection of the best evolutionary model was performed in the IQ-tree software package (<ext-link ext-link-type="uri" xlink:href="http://www.iqtree.org">http://www.iqtree.org</ext-link>). The TIM2 + F + I + G4 model was selected as a best-fit model based on Bayesian Information Criterion (BIC). The number of bootstrap iterations was 1000. For BI tree reconstruction, GTR + F + I + G4 model was selected as a best-fit substitution model using jModeltest 2.2 (<xref ref-type="bibr" rid="B8">Darriba et&#xa0;al., 2012</xref>), then used to reconstruct the BI tree in MrBayes 3.2 (<xref ref-type="bibr" rid="B54">Ronquist et&#xa0;al., 2012</xref>) with 10,000,000 generations, in which sampling was conducted every 1,000 iterations. The first 15% of the iterations were discarded after Markov Chain Monte Carlo (MCMC) runs reached a stationary level. Three additional phylogenetic analyses were conducted: an unrooted phylogenetic network based on the neighbor net algorithm was reconstructed using Splitstree (<xref ref-type="bibr" rid="B22">Huson and Bryant, 2006</xref>), whilst haplotype network based on the TCS approach were obtained using TCS 1.21 and popART aiming to investigate genealogical relationships between haplotypes (<xref ref-type="bibr" rid="B7">Clement et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B30">Leigh and Bryant, 2015</xref>). Principal Coordinate Analysis (PCoA) was used to visualize differences among sequences in Darwin 6.0.9 program (<xref ref-type="bibr" rid="B46">Perrier and Jacquemoud-Collet, 2006</xref>).</p>
<p>To evaluate species boundaries and number of species in the dataset, four different Molecular Species Delimitation Analyses (MSDAs) were performed: Automatic Barcode Gap Discovery (ABGD), Assemble Species by Automatic Partitioning (ASAP), Poisson Tree Process (PTP), and Bayesian implementation of PTP (bPTP) (<xref ref-type="bibr" rid="B48">Puillandre et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B77">Zhang et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B47">Puillandre et&#xa0;al., 2021</xref>). The two former methods are based on genetic distance, and the two latter methods are based on phylogeny. ABGD and ASAP analyses were performed based on Kimura two-parameter distance matrix (<xref ref-type="bibr" rid="B28">Kimura, 1980</xref>) using the online servers (ABGD: <ext-link ext-link-type="uri" xlink:href="https://bioinfo.mnhn.fr/abi/public/abgd/">https://bioinfo.mnhn.fr/abi/public/abgd/</ext-link>; ASAP: <ext-link ext-link-type="uri" xlink:href="https://bioinfo.mnhn.fr/abi/public/asap/">https://bioinfo.mnhn.fr/abi/public/asap/</ext-link>). In ABGD, two more parameters were considered including <italic>P</italic> values (<italic>P</italic>
<sub>min</sub> value 0.001, <italic>P</italic>
<sub>max</sub> value 0.1) and a relative gap width of 1.5. In ASAP, default values of all parameters were selected. The PTP and bPTP analyses were carried out using an online server (<ext-link ext-link-type="uri" xlink:href="https://species.h-its.org/">https://species.h-its.org/</ext-link>). In the PTP and bPTP analyses, rooted phylogenies were reconstructed using the ML algorithm implemented in the IQ-tree web server (<ext-link ext-link-type="uri" xlink:href="http://iqtree.cibiv.univie.ac.at/">http://iqtree.cibiv.univie.ac.at/</ext-link>). Detailed parameters were as follows: 100,000 MCMC generations, a burn-in of 0.1 and a thinning value of 100. Genetic distance within or among the candidate species inferred from MSDAs patterns were calculated based on Kimura 2-parameter methods using MEGA 11 (<xref ref-type="bibr" rid="B65">Tamura et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s2_4">
<title>Population dynamics and divergence time analysis</title>
<p>To examine the historical demographic trends of <italic>L. cinerascens</italic> and two <italic>L. exotica</italic> lineages, we performed three different approaches based on <italic>16S rRNA</italic> sequences: 1) three neutrality tests including Tajima&#x2019;s <italic>D</italic>, Fu&#x2019;s <italic>F</italic>s, and <italic>R</italic>
<sub>2</sub> in DnaSP 6.11 and Arlequin 3.5, to investigate changes in population size in the past (<xref ref-type="bibr" rid="B64">Tajima, 1989</xref>; <xref ref-type="bibr" rid="B14">Fu, 1997</xref>; <xref ref-type="bibr" rid="B52">Ramos-Onsins and Rozas, 2002</xref>), 2) a mismatch distribution analysis (MMD) to estimate the frequency of pairwise differences using DnaSP 6.11 (<xref ref-type="bibr" rid="B53">Rogers and Harpending, 1992</xref>), and 3) a Bayesian skyline plot (BSP) to evaluate fluctuation of effective population size since the appearance time of the most recent common ancestor using BEAST 2.6.0 (<xref ref-type="bibr" rid="B11">Drummond and Rambaut, 2007</xref>; <xref ref-type="bibr" rid="B1">Bouckaert et&#xa0;al., 2014</xref>). In MMD, raggedness index (<italic>r</italic>) and sum of square deviations (SSD) were calculated to investigate if the dataset was suitable for the population growth-decline model using Arlequin 3.5 (<xref ref-type="bibr" rid="B18">Harpending, 1994</xref>). In BSP, mutation rate was directly calculated for each lineage assuming the exponential population growth of coalescence model, based on BEAST 2.6.0.: 1.30 &#xd7; 10<sup>-8</sup> for Lineage N of <italic>L. exotica</italic>, 1.07 &#xd7; 10<sup>-8</sup> for Lineage S of <italic>L. exotica</italic>, and 1.44 &#xd7; 10<sup>-8</sup> for <italic>L. cinerascens</italic>. In addition, 10 million steps were run with sampling of every 1,000 generations in the MCMC method. The investigation of ESS value and BSP was conducted using the TRACER 1.6 program (<xref ref-type="bibr" rid="B19">Heled and Drummond, 2008</xref>; <xref ref-type="bibr" rid="B50">Rambaut and Drummond, 2014a</xref>). Estimation of divergence time was performed on the <italic>Ligia</italic> phylogeny inferred from <italic>16S rRNA</italic> using the BEAST 2.6.0. program. The time calibration was based on fossil records, as estimated by <xref ref-type="bibr" rid="B34">Neraudeau (2008)</xref> (<xref ref-type="bibr" rid="B34">Neraudeau, 2008</xref>; <xref ref-type="bibr" rid="B2">Broly et&#xa0;al., 2013</xref>). A fossil of the genus <italic>Ligia</italic> was found in France and the age was estimated to be in the Albian stage of the Cretaceous (113.0-100.5 Ma). Based on the fossil record, we set a calibration point (110.0 Ma) where the genus <italic>Ligia</italic> and other genera had been diverged. After time calibration, divergence time estimation was carried out using a Yule speciation model with the strict clock method. For phylogeny reconstruction, four outgroup sequences including those of <italic>Idotea baltica</italic>, <italic>Ligia oceanica</italic>, <italic>L. perkinsi</italic>, and <italic>L. hawaiensis</italic> were selected and retrieved from NCBI GenBank. The GTR + F+ G4 model was selected as a best-fit substitution model, estimated from jmodeltest 2.02 (<xref ref-type="bibr" rid="B8">Darriba et&#xa0;al., 2012</xref>). A total of 10,000,000 MCMC generations were performed as a posterior distribution parameter. The first 25% of the phylogenies were removed as a burn-in, and the resultant 8,001 trees were combined into a maximum clade credibility tree using the TreeAnnotator 2.6.0 program (<xref ref-type="bibr" rid="B51">Rambaut and Drummond, 2014b</xref>). The consensus tree was visualized in FigTree 1.4.2 (<xref ref-type="bibr" rid="B49">Rambaut, 2012</xref>). To analyze the hypothetical distribution of a common ancestor, an S-DIVA analysis based on Bayesian Binary MCMC (BBM) methods was conducted using RASP 3.2 (<xref ref-type="bibr" rid="B42">Nylander et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B76">Yu et&#xa0;al., 2015</xref>), which was based on an ultrametric tree generated using BEAST 2.6.0. Seven localities were assumed and coded as follows: A) South Korea; B) Japan; C) China; D) Taiwan; E) Southeast Asia; F) Africa; G) Americas.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Genetic diversity and differentiation analysis</title>
<p>Here, 282 <italic>Ligia</italic> individuals were collected from ten populations from South Korea (DD, UL, YD, TA, PH, TY, YS, WD, JJ, and SG), three from Japan (SK, IW, and MUD), and three from Vietnam (CB, DN, and PQ) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Partial mitochondrial <italic>16S rRNA</italic> gene with a length of 379 bp, were sequenced allowing the identification of 198 individuals as <italic>L. exotica</italic> and 84 individuals as <italic>L. cinerascens</italic>. Twelve populations were identified for <italic>L. exotica</italic> (six in South Korea, three in Japan, and three in Vietnam) and six for <italic>L. cinerascens</italic> (five in South Korea and one in Japan). In only two populations, including JJ of South Korea and MUD of Japan, samples of both species were collected. In total, 41 haplotypes were detected including 23 haplotypes of <italic>L. exotica</italic> and 18 of <italic>L. cinerascens</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). No haplotypes were shared interspecifically. From a sequence alignment of the 23 <italic>16S rRNA</italic> haplotypes of <italic>L. exotica</italic>, 49 polymorphic sites were identified, which consisted of seven singleton variable sites, 42 parsimoniously informative sites, and one gap (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>). In the case of 18 <italic>16S rRNA</italic> haplotypes in <italic>L. cinerascens</italic>, 19 polymorphic sites were detected including six singleton variable sites, 13 parsimoniously informative sites, and one gap (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>).</p>
<p>In <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, genetic diversity was examined based on the <italic>16S rRNA</italic> sequences for each <italic>L. exotica</italic> and <italic>L. cinerascens</italic> population. Among <italic>L. exotica</italic> populations, the highest diversity was observed in IW, Japan (<italic>h</italic> = 0.857), and the lowest in YD and SG (<italic>h</italic> = 0.000), South Korea. When we compared the genetic diversities of the populations between countries, the highest haplotype diversity was observed in Japan (<italic>h</italic> = 0.896), and the lowest in South Korea (<italic>h</italic> = 0.251). Nucleotide diversity was the highest in SK (<italic>&#x3c0;</italic> = 0.019), Japan, and the lowest in YD and SG (<italic>&#x3c0;</italic> = 0.000), South Korea. Among the examined countries, the highest nucleotide diversity was observed in Vietnam (<italic>h</italic> = 0.059), and the lowest was observed in South Korea (<italic>h</italic> = 0.001). In the <italic>L. cinerascens</italic> populations, the highest haplotype diversity was observed in PH (<italic>h</italic> = 0.711), South Korea, and the lowest was observed in JJ, South Korea (<italic>h</italic> = 0.000; only two individuals). Nucleotide diversity was the highest in TA (<italic>&#x3c0;</italic> = 0.011), South Korea, and the lowest in JJ (<italic>&#x3c0;</italic> = 0.000; only two individuals), South Korea.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Genetic diversity based on partial nucleotide sequences of <italic>16S rRNA</italic> for <italic>Ligia exotica</italic> and <italic>Ligia cinerascens</italic> from South Korea.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="6" align="center">Ligia exotica</th>
</tr>
<tr>
<th valign="middle" align="center">Country</th>
<th valign="middle" align="center">Site</th>
<th valign="middle" align="center">N<sub>seq</sub>
</th>
<th valign="middle" align="center">N<sub>Hap</sub>
</th>
<th valign="middle" align="center">h</th>
<th valign="middle" align="center">&#x3c0;</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="7" align="center">South Korea</td>
<td valign="middle" align="center">UL</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.416</td>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="middle" align="center">YD</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="middle" align="center">YS</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.286</td>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="middle" align="center">WD</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.476</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" align="center">JJ</td>
<td valign="top" align="center">24</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.239</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" align="center">SG</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="middle" align="center">Total</td>
<td valign="top" align="center">116</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">0.251</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Japan</td>
<td valign="middle" align="center">SK</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.714</td>
<td valign="top" align="center">0.019</td>
</tr>
<tr>
<td valign="middle" align="center">IW</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.857</td>
<td valign="top" align="center">0.007</td>
</tr>
<tr>
<td valign="middle" align="center">MUD</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">0.750</td>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="middle" align="center">Total</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">0.896</td>
<td valign="top" align="center">0.046</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Vetnam</td>
<td valign="middle" align="center">CB</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.409</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" align="center">DN</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.692</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="middle" align="center">PQ</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.280</td>
<td valign="top" align="center">0.001</td>
</tr>
<tr>
<td valign="middle" align="center">Total</td>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">0.519</td>
<td valign="middle" align="center">0.005</td>
</tr>
<tr>
<td valign="middle" colspan="2" align="center">Total</td>
<td valign="middle" align="center">198</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">0.691</td>
<td valign="middle" align="center">0.041</td>
</tr>
<tr>
<th valign="middle" colspan="6" align="center">Ligia cinerascens</th>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">South Korea</td>
<td valign="middle" align="center">DD</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.636</td>
<td valign="top" align="center">0.010</td>
</tr>
<tr>
<td valign="middle" align="center">TA</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">0.703</td>
<td valign="middle" align="center">0.011</td>
</tr>
<tr>
<td valign="middle" align="center">PH</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.711</td>
<td valign="top" align="center">0.002</td>
</tr>
<tr>
<td valign="middle" align="center">TY</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">0.368</td>
<td valign="top" align="center">0.004</td>
</tr>
<tr>
<td valign="middle" align="center"/>
<td valign="middle" align="center">JJ</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">1</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="center">0.000</td>
</tr>
<tr>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Total</td>
<td valign="middle" align="center">68</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">0.853</td>
<td valign="middle" align="center">0.010</td>
</tr>
<tr>
<td valign="middle" align="center">Japan</td>
<td valign="middle" align="center">MUD</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">0.650</td>
<td valign="middle" align="center">0.002</td>
</tr>
<tr>
<td valign="middle" colspan="2" align="center">Total</td>
<td valign="middle" align="center">84</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">0.834</td>
<td valign="middle" align="center">0.009</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>To investigate genetic differentiation among the populations, <italic>F</italic>
<sub>ST</sub> values between the <italic>L. exotica</italic> and <italic>L. cinerascens</italic> populations were calculated (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Most of the <italic>F</italic>
<sub>ST</sub> values between <italic>L. exotica</italic> the populations were statistically significant excluding the following eight cases: UL vs. YS, YD vs. YS, YD vs. JJ, YD vs. SG, YS vs. JJ, YS vs. SG, YS vs. IW, and WD vs. MUD (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2A</bold>
</xref>). The <italic>F</italic>
<sub>ST</sub> values ranged from 0.149 (UL vs. YD) to 0.997 (SG vs. PQ) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2A</bold>
</xref>). Among South Korea, Japan, and Vietnam, all <italic>F</italic>
<sub>ST</sub> values were significant, and they ranged from 0.547 (South Korea vs. Japan) to 0.980 (South Korea vs. Vietnam) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2B</bold>
</xref>). In <italic>L. cinerascens</italic>, all <italic>F</italic>
<sub>ST</sub> values were also significant, with ranges from 0.095 (MUD vs. TY) to 0.484(PH vs. DD) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2C</bold>
</xref>). The results of the Mantel tests based on the <italic>16S rRNA</italic> sequences of the two <italic>Ligia</italic> species revealed a significant correlation between pairwise genetic and geographical distances (r = 0.548, <italic>p</italic> &lt; 0.01 for <italic>L. exotica</italic>; r = 0.393, <italic>p</italic> &lt; 0.01 for <italic>L. cinerascens</italic>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Pairwise <italic>F</italic>
<sub>ST</sub> values estimated based on 198 <italic>16S rRNA</italic> sequences from <italic>Ligia exotica</italic> among (A) 12 populations and (B) 3 countries, and (C) 84 <italic>16S rRNA</italic> sequences from <italic>Ligia cinerascens</italic> among 5 populations.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="13" align="left">(A)</th>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="left">UL</th>
<th valign="top" align="left">YD</th>
<th valign="top" align="left">YS</th>
<th valign="top" align="left">WD</th>
<th valign="top" align="left">JJ</th>
<th valign="top" align="left">SG</th>
<th valign="top" align="left">SK</th>
<th valign="top" align="left">IW</th>
<th valign="top" align="left">MUD</th>
<th valign="top" align="left">CB</th>
<th valign="top" align="left">DN</th>
<th valign="top" align="left">PQ</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">UL</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">YD</td>
<td valign="top" align="left">0.149<sup>*</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">YS</td>
<td valign="top" align="left">-0.081</td>
<td valign="top" align="left">0.106</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">WD</td>
<td valign="top" align="left">0.645<sup>***</sup>
</td>
<td valign="top" align="left">0.932<sup>***</sup>
</td>
<td valign="top" align="left">0.738<sup>*</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">JJ</td>
<td valign="top" align="left">0.156<sup>*</sup>
</td>
<td valign="top" align="left">-0.025</td>
<td valign="top" align="left">0.050</td>
<td valign="top" align="left">0.874<sup>***</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">SG</td>
<td valign="top" align="left">0.296<sup>***</sup>
</td>
<td valign="top" align="left">0.000</td>
<td valign="top" align="left">0.334</td>
<td valign="top" align="left">0.973<sup>***</sup>
</td>
<td valign="top" align="left">0.027<sup>*</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">SK</td>
<td valign="top" align="left">0.930<sup>***</sup>
</td>
<td valign="top" align="left">0.931<sup>***</sup>
</td>
<td valign="top" align="left">0.886<sup>***</sup>
</td>
<td valign="top" align="left">0.887<sup>***</sup>
</td>
<td valign="top" align="left">0.948<sup>***</sup>
</td>
<td valign="top" align="left">0.972<sup>***</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">IW</td>
<td valign="top" align="left">0.349<sup>***</sup>
</td>
<td valign="top" align="left">0.500<sup>***</sup>
</td>
<td valign="top" align="left">0.260</td>
<td valign="top" align="left">0.515<sup>*</sup>
</td>
<td valign="top" align="left">0.534<sup>***</sup>
</td>
<td valign="top" align="left">0.735<sup>***</sup>
</td>
<td valign="top" align="left">0.859<sup>***</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">MUD</td>
<td valign="top" align="left">0.610<sup>***</sup>
</td>
<td valign="top" align="left">0.864<sup>***</sup>
</td>
<td valign="top" align="left">0.657<sup>***</sup>
</td>
<td valign="top" align="left">0.099</td>
<td valign="top" align="left">0.834<sup>***</sup>
</td>
<td valign="top" align="left">0.941<sup>***</sup>
</td>
<td valign="top" align="left">0.888<sup>***</sup>
</td>
<td valign="top" align="left">0.467<sup>**</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">CB</td>
<td valign="top" align="left">0.976<sup>***</sup>
</td>
<td valign="top" align="left">0.988<sup>***</sup>
</td>
<td valign="top" align="left">0.977<sup>***</sup>
</td>
<td valign="top" align="left">0.977<sup>***</sup>
</td>
<td valign="top" align="left">0.986<sup>***</sup>
</td>
<td valign="top" align="left">0.995<sup>***</sup>
</td>
<td valign="top" align="left">0.606<sup>***</sup>
</td>
<td valign="top" align="left">0.956<sup>***</sup>
</td>
<td valign="top" align="left">0.973<sup>***</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">DN</td>
<td valign="top" align="left">0.966<sup>***</sup>
</td>
<td valign="top" align="left">0.972<sup>***</sup>
</td>
<td valign="top" align="left">0.962<sup>***</sup>
</td>
<td valign="top" align="left">0.962<sup>***</sup>
</td>
<td valign="top" align="left">0.975<sup>***</sup>
</td>
<td valign="top" align="left">0.985<sup>***</sup>
</td>
<td valign="top" align="left">0.641<sup>***</sup>
</td>
<td valign="top" align="left">0.950<sup>***</sup>
</td>
<td valign="top" align="left">0.960<sup>***</sup>
</td>
<td valign="top" align="left">0.191<sup>**</sup>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="center">PQ</td>
<td valign="top" align="left">0.986<sup>***</sup>
</td>
<td valign="top" align="left">0.995<sup>***</sup>
</td>
<td valign="top" align="left">0.990<sup>***</sup>
</td>
<td valign="top" align="left">0.990<sup>***</sup>
</td>
<td valign="top" align="left">0.992<sup>***</sup>
</td>
<td valign="top" align="left">0.997<sup>***</sup>
</td>
<td valign="top" align="left">0.739<sup>***</sup>
</td>
<td valign="top" align="left">0.978<sup>***</sup>
</td>
<td valign="top" align="left">0.987<sup>***</sup>
</td>
<td valign="top" align="left">0.264<sup>***</sup>
</td>
<td valign="top" align="left">0.191<sup>***</sup>
</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="13" align="left">(B)</th>
</tr>
<tr>
<th valign="middle" colspan="4" align="left"/>
<th valign="middle" colspan="3" align="center">South Korea</th>
<th valign="middle" colspan="3" align="center">Japan</th>
<th valign="middle" colspan="3" align="center">Vietnam</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="4" align="center">South Korea</td>
<td valign="top" colspan="3" align="left"/>
<td valign="top" colspan="3" align="left"/>
<td valign="top" colspan="3" align="left"/>
</tr>
<tr>
<td valign="top" colspan="4" align="center">Japan</td>
<td valign="top" colspan="3" align="center">0.547<sup>***</sup>
</td>
<td valign="top" colspan="3" align="center"/>
<td valign="top" colspan="3" align="left"/>
</tr>
<tr>
<td valign="top" colspan="4" align="center">Vietnam</td>
<td valign="top" colspan="3" align="center">0.980<sup>***</sup>
</td>
<td valign="top" colspan="3" align="center">0.760<sup>***</sup>
</td>
<td valign="top" colspan="3" align="left"/>
</tr>
</tbody>
</table>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="13" align="left">(C)</th>
</tr>
<tr>
<th valign="top" colspan="3" align="left"/>
<th valign="top" colspan="2" align="center">DD</th>
<th valign="top" colspan="2" align="center">TA</th>
<th valign="top" colspan="2" align="center">PH</th>
<th valign="top" colspan="2" align="center">TY</th>
<th valign="top" colspan="2" align="center">MUD</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" colspan="3" align="center">DD</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" colspan="3" align="center">TA</td>
<td valign="top" colspan="2" align="center">0.301<sup>***</sup>
</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" colspan="3" align="center">PH</td>
<td valign="top" colspan="2" align="center">0.484<sup>***</sup>
</td>
<td valign="top" colspan="2" align="center">0.296<sup>***</sup>
</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" colspan="3" align="center">TY</td>
<td valign="top" colspan="2" align="center">0.427<sup>***</sup>
</td>
<td valign="top" colspan="2" align="center">0.157<sup>*</sup>
</td>
<td valign="top" colspan="2" align="center">0.203<sup>***</sup>
</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" colspan="2" align="left"/>
</tr>
<tr>
<td valign="top" colspan="3" align="center">MUD</td>
<td valign="top" colspan="2" align="center">0.473<sup>***</sup>
</td>
<td valign="top" colspan="2" align="center">0.238<sup>***</sup>
</td>
<td valign="top" colspan="2" align="center">0.305<sup>***</sup>
</td>
<td valign="top" colspan="2" align="center">0.095<sup>**</sup>
</td>
<td valign="top" colspan="2" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(Statistically significant values are indicated in bold: *P &lt; 0.05, **P&lt;0.01, ***P&lt;0.001).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Species hypotheses of the genus <italic>Ligia</italic> in East Asia</title>
<p>In addition to the 41 haplotypes of <italic>16S rRNA</italic>, 197 <italic>16S rRNA</italic> sequences of the two <italic>Ligia</italic> species were retrieved from the NCBI GenBank (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). From the retrieved sequences, 92 additional haplotypes were obtained. Based on the resultant 133 haplotypes, ML and BI trees were reconstructed and showed one genetic lineage of <italic>L. cinerascens</italic> and two genetic lineages of <italic>L. exotica</italic> with high nodal supports were observed (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). The phylogeny based on <italic>Nak</italic> also showed one <italic>L. cinerascens</italic> and two <italic>L. exotica</italic> genetic lineages (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>). Moreover, three <italic>16S rRNA</italic> haplotypes, LCH80, LCH81, and LCH133 exhibited unexpected placements apart from the three genetic lineages of the two <italic>Ligia</italic> species. Similar patterns were observed in the different analyses including phylogenetic network, TCS network and PCoA (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B-D</bold>
</xref> in order) analysis. Especially in the TCS network (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>), the mutation steps between <italic>L. exotica</italic> and <italic>L. cinerascens</italic> were more than 40, indicating their genetically apparent differentiation. The mutation steps between the two genetic lineages within <italic>L. exotica</italic> were more than 30, and there were star-like topologies with the haplotypes such as LCH01, LCH03, LCH23, LCH05, LCH11, and LCH35 at the center, implying recent rapid expansion of the <italic>L. exotica</italic> population size. According to phylogenetic and population genetic analyses (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), six distinct genetic lineages in the two <italic>Ligia</italic> species were observed, including the three major lineages and independent haplotypes of LCH80, LCH81, and LCH133. Their geographic distribution patterns are as follows (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). <italic>L. cinerascens</italic> were mainly distributed in South Korea, Japan, and northern China along the coast of Bohai Sea and Northern Yellow Sea. In case of <italic>L. exotica</italic>, the two genetic lineages had different geographical distribution patterns Lineage N (North) for one and Lineage S (South) for the other. Lineage N of <italic>L. exotica</italic> was distributed in South Korea, Japan, and China (along the coastline of Yellow Sea). Conversely, Lineage S of <italic>L. exotica</italic> was distributed in Japan, China (along the coastline of East China Sea), Taiwan, and Southeast Asia including Vietnam, Cambodia, and India, Africa including Mozambique, and Republic of South Africa, and America including USA, Mexico, Republic of Trinidad and Tobago, and Brazil. Lineage S was not found in South Korea. In the case of LCH80, LCH81, and LCH133, all haplotypes were collected in Japan. Detailed information on the collection sites are as follows: Kanazawa (LCH80) and Kitadaito (LCH81) by <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al. (2018)</xref>, and Okinawa (LCH133) (unpublished data).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Results of molecular phylogenetic and populational analyses based on 133 <italic>16S rRNA</italic> haplotypes from 282 <italic>Ligia</italic> individuals, suggesting the existence of <italic>L. cinerascens</italic>, Lineages N and S of <italic>L. exotica</italic>, LCH80, LCH81, and LCH133. <bold>(A)</bold> An unrooted tree using reconstructed maximum likelihood algorithm. It shows the six different genetic lineages, including <italic>L. cinerascens</italic>, two lineages of <italic>L. exotica</italic>, LCH80, LCH81, and LCH133. The numbers of branches indicate node confidence values: bootstrap value in ML, and Bayesian posterior probabilities in BI, in order. <bold>(B)</bold> A phylogenetic network was reconstructed using the Neighbor Net algorithm without outgroup. <bold>(C)</bold> A haplotype network was reconstructed using the TCS algorithm. Haplotype frequency is displayed by circle size. <bold>(D)</bold> A two-dimensional PCoA plot visualize genetic differences. The score on the first two axes (Axis 1&#xa0;=&#xa0;62.00%, and Axis 2&#xa0;=&#xa0;23.03%) from the matrix of genetic distances.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1260171-g002.tif"/>
</fig>
<p>To investigate whether each of the six genetic lineages in the two <italic>Ligia</italic> species could be considered independent, four different MSDAs, including ABGD, ASAP, PTP, and bPTP (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>) were conducted based on <italic>16S rRNA</italic>. The result of all the analyses strongly indicated that possibility two <italic>Ligia</italic> species could be divided into six independent species namely, <italic>L. cinerascens</italic>, Lineages N and S of <italic>L. exotica</italic>, LCH80, LCH81, and LCH133 supporting the results of the phylogenetic and population genetic analyses (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Based on the results of the species delimitation analyses, LCH80, LCH81, and LCH133 were renamed as <italic>Ligia</italic> sp. 1, <italic>Ligia</italic> sp. 2 and <italic>Ligia</italic> sp. 3, respectively.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Results of four Molecular Species Delimitation Analyses (MSDAs) based on <italic>16S rRNA</italic> haplotypes of <italic>Ligia</italic> species in East Asia. Results are presented on the rooted-ML phylogeny reconstructed by 133 haplotypes with four outgroups based on <italic>16S rRNA</italic> of <italic>Ligia</italic> species using IQ-tree webserver (<uri xlink:href="http://iqtree.cibiv.univie.ac.at/">http://iqtree.cibiv.univie.ac.at/</uri>). Total phylogeny including four outgroups are presented in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>. Vertical bars represent assignments to putative species (identified by colors) under four MSDA methods. Bars represent assignments by ABGD, ASAP, PTP, and bPTP in order. Among the methods, ABGD and ASAP are distance-based, and PTP and bPTP are based on the presented phylogenetic tree. All results of four MSDAs revealed six putative species, corresponding to the results of phylogeny, phylogenetic network, TCS Network, and PCoA analyses. Based on the results, LCH80, LCH81, and LCH133 were renamed as <italic>Ligia</italic> sp. 1, <italic>Ligia</italic> sp. 2, and <italic>Ligia</italic> sp.3.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1260171-g003.tif"/>
</fig>
<p>When genetic distances of <italic>16S rRNA</italic> within each lineage of <italic>L. cinerascens</italic>, Lineage N of <italic>L. exotica</italic> and Lineage S of <italic>L. exotica</italic> were calculated using the Kimura-two-parameter (K2P) model, average genetic distance was the highest in the Lineage S of <italic>L. exotica</italic> (Mean: 0.018), and the lowest in the Lineage N of <italic>L. exotica</italic> (Mean: 0.008) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). When comparing distance values across the three lineages, average genetic distance was the highest between <italic>Ligia</italic> sp. 2 and <italic>L. cinerascens</italic> (Mean: 0.142), and the lowest between Lineage N of <italic>L. exotica</italic> and <italic>Ligia</italic> sp. 3 (Mean: 0.062). The maximum genetic distance value within each lineage did not exceed the minimum genetic distance value among the lineages.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Mean (range) of genetic distance values among six <italic>Ligia</italic> lineages and within (bold) each lineage.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="middle" align="left">
<italic>L. exotica</italic>
<break/>(Lineage N)
</th>
<th valign="middle" align="left">
<italic>L. exotica</italic>
<break/>(Lineage S)</th>
<th valign="middle" align="left">
<italic>L. cinerascens</italic>
</th>
<th valign="middle" align="left">
<italic>Ligia</italic> sp. 1</th>
<th valign="middle" align="left">
<italic>Ligia</italic> sp. 2</th>
<th valign="middle" align="left">
<italic>Ligia</italic> sp. 3</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">
<bold>
<italic>L. exotica</italic>
</bold>
<break/>
<bold>(Lineage N)</bold>
</td>
<td valign="middle" align="center">
<bold>0.008</bold>
<break/>(0.003-0.019)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">
<italic>
<bold>L. exotica</bold>
</italic>
<break/>
<bold>(Lineage S)</bold>
</td>
<td valign="middle" align="center">0.098<break/>(0.085-0.113)</td>
<td valign="middle" align="center">
<bold>0.018</bold>
<break/>(0.000-0.049)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">
<italic>
<bold>L. cinerascens</bold>
</italic>
</td>
<td valign="middle" align="center">0.126<break/>(0.112-0.144)</td>
<td valign="middle" align="center">0.128<break/>(0.115-0.144)</td>
<td valign="middle" align="center">
<bold>0.012</bold>
<break/>(0.009-0.033)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">
<italic>
<bold>Ligia</bold>
</italic> <bold>sp. 1</bold>
</td>
<td valign="middle" align="center">0.110<break/>(0.106-0.116)</td>
<td valign="middle" align="center">0.101<break/>(0.091-0.113)</td>
<td valign="middle" align="center">0.108<break/>(0.096-0.118)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">
<italic>
<bold>Ligia</bold>
</italic> <bold>sp. 2</bold>
</td>
<td valign="middle" align="center">0.094<break/>(0.088-0.100)</td>
<td valign="middle" align="center">0.079<break/>(0.067-0.090)</td>
<td valign="middle" align="center">0.142<break/>(0.135-0.150)</td>
<td valign="middle" align="center">0.132</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">
<italic>
<bold>Ligia</bold>
</italic> <bold>sp. 3</bold>
</td>
<td valign="middle" align="center">0.062<break/>(0.058-0.067)</td>
<td valign="middle" align="center">0.079<break/>(0.070-0.088)</td>
<td valign="middle" align="center">0.123<break/>(0.118-0.128)</td>
<td valign="middle" align="center">0.120</td>
<td valign="middle" align="center">0.073</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Results represent four molecular species delimitation analyses by Kimura two-parameter distance models based on 16S rRNA sequence (Empty cells show lineages represented by a single sample; therefore, no range could be calculated for genetic distance).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Population dynamics on <italic>L. cinerascens</italic> and Lineages N and S of <italic>L. exotica</italic>
</title>
<p>To investigate the fluctuation history of population size within each lineage, three neutrality tests including Tajima&#x2019;s <italic>D</italic>, Fu&#x2019;s <italic>F</italic>s, and <italic>R</italic>
<sub>2</sub> test, were conducted for each lineage (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). As a result, all values obtained from the three neutrality tests were statistically significant in each lineage, suggesting that the population size of each lineage had undergone rapid expansion. When mismatch distribution analysis (MMD) was conducted, <italic>L. cinerascens</italic> and Lineage N of <italic>L. exotica</italic> exhibited a bi-modal distribution, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), whereas Lineage S of <italic>L. exotica</italic> exhibited a multimodal distribution. When the raggedness index and sum of square deviation were calculated to examine the mismatch distribution pattern of each lineage, only Lineage N of <italic>L. exotica</italic> showed as a statistically significant value, implying the rapid expansion of its population size. In BSP analysis for each lineage, increases in effective population size were observed in <italic>L. cinerascens</italic> and Lineage S of <italic>L. exotica</italic> and not in Lineage N of <italic>L. exotica</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). The increases in effective population sizes were estimated to have taken place between ca. 250-50 Ka and 350-150 Ka, respectively.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>The results of the neutrality tests with <italic>16S rRNA</italic> for <italic>Ligia exotica</italic> and <italic>Ligia cinerascens</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Detailed group</th>
<th valign="middle" align="center">Haplotype No.<sup>*</sup>
</th>
<th valign="middle" align="center">Tajima`s <italic>D</italic>
</th>
<th valign="middle" align="center">Fu`s <italic>F</italic>s</th>
<th valign="middle" align="center">
<italic>R</italic>
<sub>2</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">
<italic>L. exotica</italic> &#x2013; Lineage N</td>
<td valign="middle" align="center">24</td>
<td valign="middle" align="center">
<bold>-1.923</bold>
<sup>**</sup>
</td>
<td valign="middle" align="center">
<bold>-26.369</bold>
<sup>
<bold>***</bold>
</sup>
</td>
<td valign="middle" align="center">0.129<sup>***</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">
<italic>L. exotica</italic> &#x2013; Lineage S</td>
<td valign="middle" align="center">63</td>
<td valign="middle" align="center">
<bold>-1.487</bold>
<sup>*</sup>
</td>
<td valign="middle" align="center">
<bold>-25.065</bold>
<sup>
<bold>***</bold>
</sup>
</td>
<td valign="middle" align="center">0.100<sup>*</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">
<italic>L. cinerascens</italic>
</td>
<td valign="middle" align="center">43</td>
<td valign="middle" align="center">
<bold>-1.608</bold>
<sup>*</sup>
</td>
<td valign="middle" align="center">
<bold>-25.603</bold>
<sup>
<bold>***</bold>
</sup>
</td>
<td valign="middle" align="center">0.111<sup>*</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Statistically significant values are indicated in bold: *P &lt; 0.05, **P&lt;0.01, ***P&lt;0.001.</p>
</fn>
<fn>
<p>
<sup>*</sup>For detailed information on the numbers of haplotypes and employed individuals, refer to <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables&#xa0;3, 4</bold>
</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Mismatch Distribution Analyses (MMD), Bayesian Skyline Plots (BSPs), and time-calibrated phylogeny of <italic>16S rRNA</italic> haplotypes of <italic>Ligia</italic> species in East Asia. <bold>(A)</bold> MMD analysis was performed to infer the patterns of pairwise differences. As a result, a bimodal curve for the Lineage N of <italic>L. exotica</italic> and <italic>L.cinerascens</italic>, and a multimodal curve for the Lineage S of <italic>L. exotica</italic> were indicated. Black and red solid lines indicate the expected distribution and the observed distribution of pairwise differences, respectively, assuming papulation expansion. <bold>(B)</bold> BSP analyses show the changes in effective population size for three lineages. The results showed population expansion in <italic>L. cinerascens</italic> and Lineage S of <italic>L. exotica</italic>. The graph on the top left of the figure in gray depicts concentrations of oxygen isotope from 350 Ka to 0 Ka, referred to <xref ref-type="bibr" rid="B71">Waelbroeck et&#xa0;al., 2002</xref>. <bold>(C)</bold> Time-calibrated phylogeny based on 133 <italic>16S rRNA</italic> haplotypes of five <italic>Ligia</italic> species based on the strict clock model using the BEAST 2.6.0. program with the inference of ancestral areas under the Bayesian binary Markov chain Monte-Carlo (BBM) model using RASP 3.2 program. Each lineage was diverged from Oligocene to Miocene, and plausible areas that the common ancestor of <italic>Ligia</italic> species in East Asia inhabited were estimated to be in Japan. Ancestral areas were postulated based on the distribution ranges of six lineages of <italic>Ligia</italic> shown in the phylogenetic tree. The pie chart on the nodes indicates the probabilities of the ancestral distribution.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1260171-g004.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Divergence times for six putative species</title>
<p>To examine divergence times among the six putative species observed from <italic>L. cinerascens</italic> and <italic>L. exotica</italic>, a molecular clock analysis was conducted using the BEAST 2.6.0 program. As shown in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;4</bold>
</xref>, the results suggested that a monoclade of <italic>L. cinerascens</italic> and <italic>Ligia</italic> sp.1 was first diverged from the remaining four species in the Oligocene (24. 12 Ma [95% HPD: 18.54 - 30.11 Ma]). Thereafter, <italic>Ligia</italic> sp.1 diverged from <italic>L. cinerascens</italic> in the early Miocene (18. 47 Ma [95% HPD: 12.78 - 24.08 Ma]). Not long after that event, Lineage S of <italic>L. exotica</italic> was diverged in about 18.26 Ma (95% HPD: 13.32-23.59 Ma). In the mid-late Miocene (13-10 Ma), <italic>Ligia</italic> sp. 2 (13.96 Ma [95% HPD: 9.57-18.35 Ma]) and <italic>Ligia</italic> sp. 3 (10.16 Ma [95% HPD: 6.68-14.06 Ma]) diverged from Lineage N of <italic>L. exotica</italic>. Among the three lineages of <italic>L. cinerascens</italic>, and Lineages N and S of <italic>L. exotica</italic>, the diversification of haplotypes could have first occurred in the Lineage S of <italic>L. exotica</italic>, in the late Miocene (8.10 Ma [95% HPD: 5.17-11.33 Ma]). The haplotype diversity of the other lineages emerged in the Pliocene, about 4.55 Ma (95% HPD: 3.14-6.33 Ma) in <italic>L. cinerascens</italic> and 3.11 Ma (95% HPD: 1.90-4.59 Ma) in Lineage N of <italic>L. exotica</italic>. The results of S-DIVA analysis under a Bayesian binary Markov chain Monte-Carlo (BBM) model indicated that a common ancestor of the six <italic>Ligia</italic> species originated from Japan.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>Genetic diversity and differentiation of populations of two <italic>Ligia</italic> species in East Asia</title>
<p>The present study investigated the phylogenetic relationships, phylogeographical patterns, and speciation events of two <italic>Ligia</italic> species, <italic>L. exotica</italic>, and <italic>L. cinerascens</italic>, based on <italic>16S rRNA</italic> at the population level. The results of the <italic>F</italic>
<sub>ST</sub> value and Mantel test showed the genetic differentiation by geographical distance among the populations of the two <italic>Ligia</italic> species, which suggests the existence of genetic structure among the <italic>Ligia</italic> populations (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). This possibility was directly shown in the unrooted phylogeny, TCS network, and PCoA (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Through the analyses, we found six different and independent lineages as follows: <italic>L. cinerascens</italic>, Lineages N and S of <italic>L. exotica</italic>, <italic>Ligia</italic> sp.1, <italic>Ligia</italic> sp.2, and <italic>Ligia</italic> sp.3. The six genetic lineages were also supported through the four MSDAs, suggesting each of the six as an independent species.</p>
<p>Among the 12 populations of <italic>L. exotica</italic> investigated in the present study, eight populations (UL, YD, YS, WD, JJ, and SG) in South Korea, and two populations (MUD and IW) in Japan belonged to a Lineage N of <italic>L. exotica</italic>. The remaining four populations, including one population (SG) in Japan and three populations (CB, DN, and PQ) in Vietnam, were included in a Lineage S of <italic>L. exotica</italic>. In Japan, there existed both lineages N and S of <italic>L. exotica</italic>. However, only Lineage N was found in South Korea and only Lineage S was found in Vietnam. These patterns of genetic lineages may help to explain the higher haplotype and nucleotide diversities of the total population of <italic>L. exotica</italic> in Japan (<italic>h</italic> = 0.896, <italic>&#x3c0;</italic> = 0.046), compared to those in South Korea (<italic>h</italic> = 0.251, <italic>&#x3c0;</italic> = 0.001) and Vietnam (<italic>h</italic> = 0.519, <italic>&#x3c0;</italic> = 0.005).</p>
<p>Moreover, we conducted phylogenetic analyses using <italic>Nak</italic>, which is one of the nuclear markers that has been studied for <italic>Ligia</italic> species. The results of <italic>Nak</italic>-based phylogenetic analyses also showed three distinct genetic lineages: <italic>L. cinerascens</italic>, Lineage N of <italic>L. exotica</italic>, and Lineage S of <italic>L. exotica.</italic> This means that the existence of three genetic lineages was also strongly supported based on analyses of both a nuclear and mitochondrial marker. However, the genetic marker <italic>Nak</italic> may have limitations in the study of species delimitation; only three polymorphic sites in <italic>Nak</italic> were detected between <italic>L. exotica</italic> and <italic>L. cinerascens</italic>, and only one was identified between the <italic>L. exotica</italic> two lineages (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>). Other nuclear genetic markers, such as internal transcribed regions (ITS), should be evaluated in future studies to better understand species delimitation.</p>
</sec>
<sec id="s4_2">
<title>Phylogeographical patterns of two <italic>Ligia</italic> species in East Asia</title>
<p>
<xref ref-type="bibr" rid="B75">Yin et&#xa0;al. (2013)</xref> discussed the detailed distribution ranges of <italic>L. exotica</italic> and <italic>L. cinerascens</italic> based on previous studies in the geographic range of East Asia. The present study reconstructed phylogeographic patterns of <italic>L. exotica</italic> and <italic>L. cinerascens</italic> with updated information after <xref ref-type="bibr" rid="B75">Yin et&#xa0;al. (2013)</xref> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). In <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>, we speculate the northern and southern limits of their distribution ranges. The southern limit of distribution for <italic>L. cinerascens</italic> was observed to be about 33-35&#xb0;N. In the case of <italic>L. exotica</italic>, there were apparent challenges in defining the northern limit in South Korea, because there was no or little information in North Korea. Nevertheless, we can propose a plausible northern limit (39&#x2212;41&#xb0;N latitude) of the two genetic lineages of <italic>L. exotica</italic> based on the geographic records of Lineage N of <italic>L. exotica</italic>. In sum, we found two different patterns of distribution for the two <italic>Ligia</italic> species in East Asia. First, <italic>L. cinerascens</italic> and <italic>L. exotica</italic> showed overlapping distribution in 33&#x2212;41&#xb0;N latitude range. Most of the range of overlapping distribution was in Japan (33&#x2212;41&#xb0; N) when compared with that in China (35&#x2212;39&#xb0; N). Such a pattern has been reported by <xref ref-type="bibr" rid="B75">Yin et&#xa0;al. (2013)</xref>, and they discussed that the pattern might be due to sea surface temperatures caused by the Kuroshio current and deeper inshore seawaters around Japan (<xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al., 2018</xref>). Regarding the causes of the overlapping distribution of the two <italic>Ligia</italic> species, human-mediated activities such as shipping and damming have been mainly cited (<xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>). Other factors influencing overlapping distribution might be genetic exchanges by rapid population size expansion, oceanic rafting mediated by large algae, or secondary contact in the past (<xref ref-type="bibr" rid="B25">Jung et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Geographical distribution of <italic>Ligia cinerascens</italic> and two lineages of <italic>Ligia exotica</italic> in East Asia. Geographical distribution of <italic>L. cinerascens</italic> and <italic>L. exotica</italic> in the East Asia region including South Korea, Japan, China, Taiwan, Vietnam. The circles filled colors (red, black, blue) represent samples used in phylogenetic analyses, including the present study and a previous studies (<xref ref-type="bibr" rid="B25">Jung et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B26">Kang and Jung, 2020</xref>). The circles not filled with colors indicate the historically recorded localities (<xref ref-type="bibr" rid="B38">Nunomura, 1983</xref>; <xref ref-type="bibr" rid="B75">Yin et&#xa0;al., 2013</xref>). Moreover, <italic>Ligia</italic> sp.1, sp.2, and sp.3 were marked separately with green font color and circle not filled with colors. The maps are from a free map providing site (<uri xlink:href="https://d-maps.com">https://d-maps.com</uri>), which is modified with Adobe Illustrator v22.2. Solid lines show the limits of the distribution ranges, which are northern or southern, based on the dataset for each species.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1260171-g005.tif"/>
</fig>
<p>Second, two genetic lineages of <italic>L. exotica</italic> exhibited general allopatric distribution, which appears to be more evident in China along the coastline than in Japan. Similarly, such allopatric distribution patterns have been reported in many diverse marine taxa such as <italic>Collichthys lucidus</italic> (Richardson, 1844)<italic>, Cyclina sinensis</italic> (<xref ref-type="bibr" rid="B15">Gmelin, 1791</xref>), <italic>Eriocheir</italic> <xref ref-type="bibr" rid="B9">De Haan, 1835</xref>
<italic>, Monodonta labio</italic> (<xref ref-type="bibr" rid="B31">Linnaeus, 1758</xref>)<italic>, Oratosquilla oratoria</italic> (<xref ref-type="bibr" rid="B10">De Haan, 1844</xref>), and <italic>Tubaca arcuate</italic> (<xref ref-type="bibr" rid="B9">De Haan, 1835</xref>) (<xref ref-type="bibr" rid="B74">Xu et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B36">Ni et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B4">Cheng and Sha, 2017</xref>; <xref ref-type="bibr" rid="B79">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B80">Zhao et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B23">Hwang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B60">Shih et&#xa0;al., 2022</xref>). Such studies suggested that the allopatric distribution observed in the coastline of China is caused by sea level fluctuations in the Pleistocene (<xref ref-type="bibr" rid="B74">Xu et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B35">Ni et&#xa0;al., 2014</xref>). Allopatric distribution of the two genetic lineages of <italic>L. exotica</italic> presented here could have been affected by sea-level change, causing the geographical isolation between the two genetic lineages.</p>
</sec>
<sec id="s4_3">
<title>Population dynamics and species divergence of <italic>Ligia</italic> species associated with the geological event in East Asia</title>
<p>In addition, an analysis of population dynamics was conducted to check population size stability using neutrality test, MMD, and BSP in <italic>L. cinerascens</italic>, as well as Lineages N and S of <italic>L. exotica</italic>. In each of the three genetic lineages, population size expansion had occurred in the course of their evolutionary history. Population expansion may also be recognized through the TCS network results, which show complex star-like topologies within each genetic lineage. In BSP, we could confirm the period of expansion of effective population size, except in Lineage N of <italic>L. exotica</italic>. When Marine Isotope Stage (MIS) based on oxygen isotope values reflecting the temperature change and sea level fluctuation was considered, the expansion events of effective population sizes of <italic>L. cinerascens</italic> and Lineage S of <italic>L. exotica</italic> were estimated to be MIS6 (ca. 191-130 Ka) and MIS8 (ca. 300-243 Ka), respectively. MIS6 and MIS8 were glacial periods where sea level decreased and land bridges were formed in the Yellow Sea and East China Sea (<xref ref-type="bibr" rid="B71">Waelbroeck et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B59">Shackleton et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B24">Jim&#xe9;nez-S&#xe1;nchez et&#xa0;al., 2013</xref>). The land bridge formed during the glacial period in the Pleistocene period could have facilitated <italic>L. exotica</italic> and <italic>L. cinerascens</italic> colonization events through the extension of the coastline (<xref ref-type="bibr" rid="B25">Jung et&#xa0;al., 2008</xref>).</p>
<p>Based on the results of the investigations on population expansion for each genetic lineage of the two <italic>Ligia</italic> species, time divergence phylogeny was reconstructed, and S-DIVA analysis was conducted. According to the results, a common ancestor of the three originated from Japan. Moreover, the estimated species divergence time was confirmed to be consistent with the sequence of geological events in the Japanese islands. The present study strongly supports the viewpoint of <xref ref-type="bibr" rid="B21">Hurtado et&#xa0;al. (2018)</xref> in which geological events in the Japanese archipelago might be some of the factors causing genetic lineage divergence in <italic>L. exotica.</italic> Divergence times of <italic>Ligia</italic> sp. 1, <italic>L. cinerascens</italic>, and Lineage S of <italic>L. exotica</italic> were estimated from late Oligocene to early Miocene (about 30-15 Ma). During the period, proto-Japanese Islands located along the eastern margins of the Eurasian continent began to separate from that continent (<xref ref-type="bibr" rid="B66">Tojo et&#xa0;al., 2017</xref>). Through the event, the East Sea was formed, and the northeast and southwest portions of the Japan Arc were separated independently (<xref ref-type="bibr" rid="B44">Otofuji et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B45">Otofuji et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B66">Tojo et&#xa0;al., 2017</xref>). The event could have caused the isolation of the habitats of <italic>Ligia</italic> species and seemed to induce the speciation of <italic>Ligia</italic> sp.1, <italic>L. cinerascens</italic>, and Lineage S of <italic>L. exotica</italic> from all the <italic>Ligia</italic> lineages. After the split of the Japanese main island from the Eurasian continent, more submergence and upheaval occurred between continental plate and oceanic plate around to early Pliocene (about 5 Ma; <xref ref-type="bibr" rid="B43">Ota, 1998</xref>; <xref ref-type="bibr" rid="B66">Tojo et&#xa0;al., 2017</xref>). During the period, the other three lineages (<italic>Ligia</italic> sp. 2, sp. 3, and Lineage N of <italic>L. exotica</italic>) might have diverged, and the diversification of haplotypes in Lineage S of <italic>L. exotica</italic> might have already progressed. Afterward, the archipelago in the current shape of the main island of Japan was formed, which might have led to dramatic haplotype diversifications of other genetic lineages, such as <italic>L. cinerascens</italic>, and Lineage N of <italic>L. exotica</italic>, and yielded their current genetic lineages.</p>
<p>Numerous endemic species in the genus <italic>Ligia</italic> have been reported in Japan, such as <italic>L. boninensis</italic> <xref ref-type="bibr" rid="B37">Nunomura, 1979</xref>, <italic>L. daitoensis</italic> <xref ref-type="bibr" rid="B41">Nunomura, 2009</xref>, <italic>L. hachijoensis</italic> <xref ref-type="bibr" rid="B40">Nunomura, 1999</xref>, <italic>L. miyakensis</italic> <xref ref-type="bibr" rid="B40">Nunomura, 1999</xref>, <italic>L. ryukyuensis</italic> <xref ref-type="bibr" rid="B38">Nunomura, 1983</xref>, <italic>L. shinjiensis</italic> <xref ref-type="bibr" rid="B70">Tsuge, 2008</xref>, and <italic>L. yamanishii</italic> <xref ref-type="bibr" rid="B39">Nunomura, 1990</xref> (<xref ref-type="bibr" rid="B37">Nunomura, 1979</xref>; <xref ref-type="bibr" rid="B38">Nunomura, 1983</xref>; <xref ref-type="bibr" rid="B39">Nunomura, 1990</xref>; <xref ref-type="bibr" rid="B40">Nunomura, 1999</xref>; <xref ref-type="bibr" rid="B70">Tsuge, 2008</xref>; <xref ref-type="bibr" rid="B41">Nunomura, 2009</xref>). The range of distribution of these species was limited only to islands and brackish lakes in Japan: Ryukyu Island (<italic>L. ryukyuensis</italic>), Izu Island (<italic>L. hachijoensis</italic>, <italic>L. miyakensis</italic>), Bonin Island (<italic>L. boninensis</italic>, <italic>L. yamanishii</italic>), Daito Island (<italic>L. daitoensis</italic>), and Shinji Lake (<italic>L. shinjiensis</italic>). These species have different morphological characteristics, such as flagellar segments of the second antenna, protuberance on the first pereopod in males and the apical part of the stylus (<xref ref-type="bibr" rid="B37">Nunomura, 1979</xref>; <xref ref-type="bibr" rid="B38">Nunomura, 1983</xref>; <xref ref-type="bibr" rid="B39">Nunomura, 1990</xref>; <xref ref-type="bibr" rid="B40">Nunomura, 1999</xref>; <xref ref-type="bibr" rid="B70">Tsuge, 2008</xref>; <xref ref-type="bibr" rid="B41">Nunomura, 2009</xref>). However, there is no genetic information yet on them. If genetic information on the species and investigations on morphological characteristics that can distinguish the two lineages in <italic>L. exotica</italic> is added through further studies, it may facilitate the understanding of species delimitation and discovery of cryptic species of <italic>Ligia</italic> in East Asia (<xref ref-type="bibr" rid="B5">Choi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B6">Choi et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B61">Shin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B27">Kim and Hwang, 2023</xref>).</p>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The sequence data have been deposited to the NCBI GenBank database (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/genbank/">https://www.ncbi.nlm.nih.gov/genbank/</ext-link>) under the accession numbers OQ916835-OQ916875 for <italic>16S rRNA</italic> and OR641242-OR641252 for <italic>Nak</italic>. The preprocessed dataset can be found in the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data</bold>
</xref> as follows: <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 1</bold>
</xref>, Nucleotide sequence alignment of 41 <italic>16S rRNA</italic> haplotypes of <italic>Ligia</italic> species in the present study.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical review and approval were not required for the study on animals in accordance with the local legislation and institutional requirements. The species in the present study does not require ethics approval based on standard guideline of IACUC (International Animal Care and Use Committee).</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>GK: Writing &#x2013; original draft, Data curation, Formal analysis, Methodology, Resources, Software. HK: Resources, Writing &#x2013; original draft. SM: Writing &#x2013; original draft, Methodology. EC: Writing &#x2013; original draft, Resources. AN: Resources, Writing &#x2013; original draft. UH: Writing &#x2013; original draft, Conceptualization, Funding acquisition, Project administration.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was supported by Kyungpook National University Research Fund, 2021, National Institute of Biological Resources (NIBR), funded by the Ministry of Environment (MOE) of the Republic of Korea (NIBR202333201) and the National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT (2021R1C1C2012882).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank CA Santamaria for their valuable and constructive comments to complete our manuscript.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Author UH is a chair of the company Phylomics, and Author EC was employed by the company Phylomics.</p>
<p>The remaining authors declare that research was conducted in the absence of any commercial or financial relationships that could be constructed as a potential conflict of interest.</p>
</sec>
<sec id="s10" 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="s11" 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.2023.1260171/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1260171/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.zip" id="SM1" mimetype="application/zip"/>
<supplementary-material xlink:href="DataSheet_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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