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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.2022.831240</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>Two Hidden mtDNA-Clades of Crown-of-Thorns Starfish in the Pacific Ocean</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yasuda</surname>
<given-names>Nina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Inoue</surname>
<given-names>Jun</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1551927"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hall</surname>
<given-names>Michael R.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1590186"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nair</surname>
<given-names>Manoj R.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Adjeroud</surname>
<given-names>Mehdi</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/601096"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fortes</surname>
<given-names>Miguel D.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nishida</surname>
<given-names>Mutsumi</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tuivavalagi</surname>
<given-names>Nat</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ravago-Gotanco</surname>
<given-names>Rachel</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Forsman</surname>
<given-names>Zac H.</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/267482"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Soliman</surname>
<given-names>Taha</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/444696"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Koyanagi</surname>
<given-names>Ryo</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hisata</surname>
<given-names>Kanako</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Motti</surname>
<given-names>Cherie A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1015149"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Satoh</surname>
<given-names>Noriyuki</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/112365"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Marine Biology and Environmental Science, Faculty of Agriculture, University of Miyazaki</institution>, <addr-line>Miyazaki</addr-line>, <country>Japan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Center for Earth Surface System Dynamics, Atmosphere and Ocean Research Institute, University of Tokyo</institution>, <addr-line>Kashiwa</addr-line>, <country>Japan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Australia Institute of Marine Science</institution>, <addr-line>Townsville, QLD</addr-line>, <country>Australia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Aquaculture Research, Extension, Training &amp; Technology Development, College of Micronesia Land Grant Program (NIFA, USDA)</institution>, <addr-line>Palikir</addr-line>, <country>Micronesia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>ENTROPIE UMR 9220, IRD, Universit&#xe9; de La R&#xe9;union, CNRS, IFREMER, Universit&#xe9; de la Nouvelle-Cal&#xe9;donie</institution>, <addr-line>Perpignan</addr-line>, <country>France</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>CRIOBE - EPHE-UPVD-CNRS &amp; Laboratoire d&#x2019;Excellence &#x201c;CORAIL&#x201d;, PSL Universit&#xe9; Paris</institution>, <addr-line>Perpignan</addr-line>, <country>France</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Marine Science Institute CS, University of the Philippines, Diliman</institution>, <addr-line>Quezon City</addr-line>, <country>Philippines</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution> President Office, University of Ryukyus</institution>, <addr-line>Nishihara</addr-line>, <country>Japan</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Cooperative Research &amp; Extension Department, Career &amp; Technical Education Center, College of Micronesia-FSM</institution>, <addr-line>Palikir</addr-line>, <country>Micronesia</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Marine Science Institute, University of the Philippines</institution>, <addr-line>Diliman, Quezon City</addr-line>, <country>Philippines</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>Coral Conservation Genetics &amp; Restoration, Hawai&#x2019;i Institute of Marine Biology, University of Hawai&#x2019;i</institution>, <addr-line>M&#x101;noa, HI</addr-line>, <country>United States</country>
</aff>
<aff id="aff12">
<sup>12</sup>
<institution>DNA Sequencing Section, Okinawa Institute of Science and Technology Graduate University</institution>, <addr-line>Okinawa</addr-line>, <country>Japan</country>
</aff>
<aff id="aff13">
<sup>13</sup>
<institution>Marine Genomics Unit, Okinawa Institute of Science and Technology Graduate University</institution>, <addr-line>Okinawa</addr-line>, <country>Japan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jin Sun, Ocean University of China, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Adam Michael Reitzel, University of North Carolina at Charlotte, United States; Juan D. Gaitan-Espitia, The University of Hong Kong, Hong Kong SAR, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Noriyuki Satoh, <email xlink:href="mailto:norisky@oist.jp">norisky@oist.jp</email>; <uri xlink:href="https://orcid.org/0000-0002-4480-3572">orcid.org/0000-0002-4480-3572</uri>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Coral Reef Research, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>831240</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yasuda, Inoue, Hall, Nair, Adjeroud, Fortes, Nishida, Tuivavalagi, Ravago-Gotanco, Forsman, Soliman, Koyanagi, Hisata, Motti and Satoh</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yasuda, Inoue, Hall, Nair, Adjeroud, Fortes, Nishida, Tuivavalagi, Ravago-Gotanco, Forsman, Soliman, Koyanagi, Hisata, Motti and Satoh</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Recurring outbreaks of crown-of-thorns starfish (COTS) severely damage healthy corals, especially in the Western Pacific Ocean. To obtain a better understanding of population genetics of COTS and historical colonization across the Pacific Ocean, complete mitochondrial genomes were sequenced from 243 individuals collected in 11 reef regions. Our results indicate that Pacific COTS (<italic>Acanthaster</italic> cf. <italic>solaris</italic>) comprise two major clades, an East-Central Pacific (ECP) clade and a Pan-Pacific (PP) clade, separation of which was supported by high bootstrap value. The ECP clade consists of COTS from French Polynesia, Fiji, Vanuatu and the Great Barrier Reef (GBR). The Hawaii population is unique within this clade, while California COTS are included in EPC clade. On the other hand, the PP clade comprises multiple lineages that contain COTS from Vietnam, the Philippines, Japan, Papua New Guinea, Micronesia, the Marshall Islands, GBR, Vanuatu, Fiji and French Polynesia. For example, a lineage of the PP clade, which has the largest geographic distribution, includes COTS from all of these locations. These results suggest two alternative histories of current geographic distributions of COTS in the Pacific Ocean, an ECP clade ancestry or Western Pacific clade ancestry. Although further questions remain to be explored, this discovery provides an evolutionary context for the interpretation of COTS population structure which will aid future coral reef research in the Pacific Ocean, and ultimately improve reef management of COTS.</p>
</abstract>
<kwd-group>
<kwd>crown-of-thorns starfish (COTS)</kwd>
<kwd>Pacific Ocean</kwd>
<kwd>population genetics</kwd>
<kwd>complete mitochondrial genome sequences</kwd>
<kwd>two hidden clades</kwd>
</kwd-group>
<contract-sponsor id="cn001">Japan Society for the Promotion of Science<named-content content-type="fundref-id">10.13039/501100001691</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Japan Society for the Promotion of Science<named-content content-type="fundref-id">10.13039/501100001691</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="50"/>
<page-count count="11"/>
<word-count count="5152"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Coral reefs are the most biodiverse marine ecosystems, and because they nurture edible marine species, furnish biochemicals and novel pharmaceutical leads, provide coastal protection and employment, and contribute to regional cultures, invested marine managers, communities and governments are calling for their preservation (<xref ref-type="bibr" rid="B7">De&#x2019;ath et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B32">Selmoni et&#xa0;al., 2020</xref>). However, many coral reefs are currently experiencing severe, cumulative disturbances, including coral bleaching (<xref ref-type="bibr" rid="B15">Hughes et&#xa0;al., 2017</xref>), cyclones/typhoons (<xref ref-type="bibr" rid="B11">Harmelin-Vivien, 1994</xref>), and massive outbreaks of crown-of-thorns starfish (COTS) (<xref ref-type="bibr" rid="B5">Birkeland and Lucas, 1990</xref>; <xref ref-type="bibr" rid="B48">Yasuda et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B37">Timmers et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B14">Hughes et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B46">Yasuda, 2018</xref>).</p>
<p>COTS are considered the major and most destructive predators of reef-building corals in the Indo-Pacific (<xref ref-type="bibr" rid="B4">Birkeland, 1990</xref>). In this study, we use the following terminology to describe COTS: <italic>Acanthaster planci</italic>, sensu lato to designate COTS that exist in both the Indian and Pacific Oceans, <italic>A. planci</italic> to refer to those in the Indian Ocean and <italic>A.</italic> cf. <italic>solaris</italic> to indicate COTS in the Pacific Ocean (<xref ref-type="bibr" rid="B13">Haszprunar and Spies, 2014</xref>). Although COTS are highly fecund (<xref ref-type="bibr" rid="B5">Birkeland and Lucas, 1990</xref>), under normal, undisturbed conditions COTS populations remain relatively constant and their impacts on coral communities negligible (<xref ref-type="bibr" rid="B9">Fabricius et&#xa0;al., 2010</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). However, in the past several decades anthropogenic activities have adversely affected the marine environment, two major impacts being an increased discharge of nutrients (<xref ref-type="bibr" rid="B9">Fabricius et&#xa0;al., 2010</xref>) and climate change (<xref ref-type="bibr" rid="B40">Uthicke et&#xa0;al., 2013</xref>). These factors have been linked to increased COTS pelagic larval duration (PLD) (<xref ref-type="bibr" rid="B45">Yamaguchi, 1973</xref>; <xref ref-type="bibr" rid="B22">Lucas, 1982</xref>), and this relatively long PLD, up to several weeks, is strongly implicated in enlargement of the original population and an expansion into new habitats with comparatively homogeneous populations across widespread localities (<xref ref-type="bibr" rid="B5">Birkeland and Lucas, 1990</xref>; <xref ref-type="bibr" rid="B42">Vogler et&#xa0;al., 2013</xref>). In association with strong ocean currents, the lengthy PLD is also hypothesized to cause successive secondary population outbreaks of COTS (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), especially in the Great Barrier Reef (GBR) of Australia and in the Ryukyu Archipelago (RA) of Japan (<xref ref-type="bibr" rid="B5">Birkeland and Lucas, 1990</xref>; <xref ref-type="bibr" rid="B3">Benzie and Stoddart, 1992</xref>; <xref ref-type="bibr" rid="B19">Kenchington, 1997</xref>; <xref ref-type="bibr" rid="B48">Yasuda et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B29">Pratchett et&#xa0;al., 2017</xref>). These outbreaks can cause substantial loss of coral cover, thereby diminishing the integrity and resilience of reef ecosystems (<xref ref-type="bibr" rid="B37">Timmers et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B14">Hughes et&#xa0;al., 2014</xref>). In the GBR, 42% of coral reef damage is attributed to COTS predation (<xref ref-type="bibr" rid="B7">De&#x2019;ath et&#xa0;al., 2012</xref>). Similarly, in the RA of Japan, at least two waves of chronic and successive outbreaks spanning 60 years have decimated corals (<xref ref-type="bibr" rid="B46">Yasuda, 2018</xref>). Since 2000, over 980,000 COTS have been removed from reefs of Amami Island and the Ryukyus (<xref ref-type="bibr" rid="B24">Nakamura et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B46">Yasuda, 2018</xref>) (website <uri xlink:href="http://www.churaumi.net/onihitode/onihitode1.html">http://www.churaumi.net/onihitode/onihitode1.html</uri>), and from 2011 well over 300,000 COTS have been culled in the GBR (website <uri xlink:href="http://www.environment.gov.au/marine/gbr/case-studies/crown-of-thorns">http://www.environment.gov.au/marine/gbr/case-studies/crown-of-thorns</uri>) with further expansion of this program in 2018 removing an additional ~300,000 (<uri xlink:href="https://www.gbrmpa.gov.au/our-work/our-programs-and-projects/crown-of-thorns-starfish-management/crown-of-thorns-starfish-project-dashboard">https://www.gbrmpa.gov.au/our-work/our-programs-and-projects/crown-of-thorns-starfish-management/crown-of-thorns-starfish-project-dashboard</uri>). These programs highlight the protracted nature and high cost of maintaining healthy coral reefs. COTS larval dispersal, therefore, has intensively been studied in the Pacific Ocean (<xref ref-type="bibr" rid="B2">Benzie, 1992</xref>; <xref ref-type="bibr" rid="B48">Yasuda et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B49">Yasuda et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B12">Harrison et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B29">Pratchett et&#xa0;al., 2017</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<bold>(A)</bold> An adult of crown-of-thorns starfish (COTS) on reef-building corals. <bold>(B)</bold> An outbreak of COTS covering and eating scleractinian corals, causing severe damage to the reef. <bold>(C)</bold> Collection sites of COTS in the Pacific Ocean. 243 COTS were collected at 23 locations in 14 countries, representing 11 reef regions: French Polynesia (Bora Bora, Moorea, Raiatea and Tahiti), Fiji, Vanuatu, Great Barrier Reef of Australia (GBR; Clack and Shell Reefs), Papua New Guinea (PNG), the Philippines, Vietnam, Japan, Micronesia, the Marshall Islands, and USA (Hawaii and California). Locations in Japan and French Polynesia are enlarged in (a, b).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-831240-g001.tif"/>
</fig>
<p>Mitochondrial DNA (mtDNA) strictly inherits maternally, lacks recombination, and has a low effective population size (1/4th of nuclear genes) with a high mutation rate, and thus the comparison of mtDNA sequences has strong advantages in phylogeographic analysis (<xref ref-type="bibr" rid="B1">Avise, 2000</xref>). Based on partial mitochondrial gene [cytochrome oxidase subunit I (COI)] sequences, <xref ref-type="bibr" rid="B41">Vogler et al. (2008)</xref> reported the presence of four geographically distributed COTS lineages in the Indo-Pacific, two in the Indian Ocean (Northern and Southern), one in the Red Sea, and one in the Pacific Ocean. In addition, studies using either genes of mitochondrial COI, II and III or nuclear microsatellite locus heterozygosity, or both, have demonstrated a genetically homogenous pattern of <italic>A.</italic> cf. <italic>solari</italic>s in the Western Pacific (<xref ref-type="bibr" rid="B42">Vogler et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B39">Tusso et&#xa0;al., 2016</xref>), as well as in regions associated with western boundary currents (<xref ref-type="bibr" rid="B48">Yasuda et&#xa0;al., 2009</xref>), the Hawaiian Islands (<xref ref-type="bibr" rid="B36">Timmers et&#xa0;al., 2011</xref>), French Polynesia (<xref ref-type="bibr" rid="B50">Yasuda et&#xa0;al., 2015</xref>), and the GBR (<xref ref-type="bibr" rid="B12">Harrison et&#xa0;al., 2017</xref>). However, no reports explored population structures of COTS in the entire Pacific Ocean.</p>
<p>Our previous study determined the complete mtDNA sequences of 10 individuals of the three starfish, <italic>Asterias amurensis</italic> (16,421 bp), <italic>Linckia laevigata</italic> (16,229 bp) and <italic>Acanthaster</italic> cf. <italic>solaris</italic> (16,235 bp) each to infer their population genetics, and we showed this method is more informative than partial sequence comparison for starfish population genetics (<xref ref-type="bibr" rid="B16">Inoue et&#xa0;al., 2020</xref>). Here, we sequenced the complete mtDNA of 243 COTS specimens collected from 11 representative localities of the Pacific and conducted molecular phylogenetic analyses to reconstruct detailed genetic geography of Pacific COTS. With this information we considered the question: Are COTS populations in the Pacific genetically homogenous or do they exist as separated lineages as in the case of <italic>A. planci</italic> in the Indian Ocean? Such information might provide clues essential for future management of massive outbreaks of COTS in the Pacific Ocean.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>
<italic>Acanthaster</italic> cf. <italic>solaris</italic>
</title>
<p>A total of 243 adult COTS (<italic>Acanthaster</italic> cf. <italic>solaris</italic>) were collected between 2006 and 2018 at reefs in the Pacific Ocean (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Their average size was 20 cm in diameter. Fifty-three specimens were collected in French Polynesia, including 13 specimens from Bora-Bora, 16 from Moorea, 9 from Raiatea, and 15 from Tahiti (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Ten specimens were collected from Fiji, 31 from Vanuatu, and 20 from the GBR (10 each from Clack and Shell Reefs). We collected 9 specimens from Papua New Guinea, 4 from the Philippines, 10 from Vietnam, 48 from the Ryukyu Archipelago of Japan and 29 from the Kagoshima Islands of Japan (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). A further 9 specimens from Micronesia, 8 from the Marshall Islands, and 12 from the USA (9 from Hawaii and 3 from California) were also collected. Collection sites and sample numbers are reported in <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>.</p>
</sec>
<sec id="s2_2">
<title>DNA Sequencing and Assembly of Mitochondria Genomes</title>
<p>Tube feet of adult COTS were dissected with scissors and fixed in 99.5% ethanol. Specimens were kept at 4&#xb0;C until use for DNA sequencing. Nuclear and mtDNA were extracted using the automated Nextractor<sup>&#xae;</sup> NX-48S system. Extraction was performed following the manufacturer&#x2019;s protocol using an NX-48 Tissue DNA kit (Genolution Inc., Seoul, Korea). Tube foot tissue was incubated in lysis buffer overnight and extracted DNA was purified with Agencourt AMPure XP magnetic beads immediately before library preparation. DNA concentration was determined with Qubit dsDNA broad range (Thermo Scientific Inc., USA), and the quality of high molecular-weight DNA was checked using an Agilent 4150 TapeStation (Agilent, USA). PCR-free shotgun libraries were constructed using NEBNext<sup>&#xae;</sup> Ultra<sup>&#x2122;</sup> II FS DNA Library Prep Kits for Illumina (New England BioLabs Inc, UK), following the manufacturer&#x2019;s protocols. Sequencing was performed using an Illumina NovaSeq 6000 sequencer (Illumina Inc., USA).</p>
<p>Approximately 10X coverage of nuclear genome DNA sequences were obtained. Paired-end reads were assembled using NOVOPlasty 2.6.3 (<xref ref-type="bibr" rid="B8">Dierckxsens et&#xa0;al., 2017</xref>) with the default settings. Sequencing errors were checked by comparing published sequences of <italic>A. planci</italic> (<italic>A.</italic> cf. <italic>solaris</italic>) (accession number, NC_007788.1) and <italic>A. brevispinus</italic> (NC_007789.1) (<xref ref-type="bibr" rid="B47">Yasuda et al., 2006</xref>). Many of the longer scaffolds analyzed using MitoAnnotator (<xref ref-type="bibr" rid="B17">Iwasaki et&#xa0;al., 2013</xref>) showed that they formed the circular structure of the mitochondrial genome. Specifically, the genome consists of a gene set of cytochrome oxidase subunits I, II and III (COI, COII and COIII), cytochrome b (Cyt b), NADH dehydrogenase subunits 1-6 and 4L (ND1-6 and 4L), ATPase subunits 6 and 8 (ATPase6 and 8), two rRNAs, and 22 transfer RNAs (tRNA) (see Figure&#xa0;1 of <xref ref-type="bibr" rid="B16">Inoue et&#xa0;al., 2020</xref>). We used sequences of only circulated mtDNAs for further analyses.</p>
<p>As mentioned above, we used 243 individuals representing 11 coral reef regions of the Pacific Ocean (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) and determined the complete mtDNA sequences (16,210~16,246 bp, depending on the individual) of all specimens. Genome sequencing coverage per individual was 1,827X on average, ranging from 34X to 136,220X, indicating the data robustness from each specimen. We unambiguously aligned 16,218 bp sequences, including 1,822 variable sites, which were used for an unrooted tree analysis (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), a rooted tree analysis (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) and principal component analysis (PCA) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>An unrooted phylogenetic tree of individual COTS using the maximum-likelihood (ML) method, based on entire mitochondrial genome sequences (16,218 bp, including 1,822 variable sites), indicating the separation of two clades, Eastern-Central Pacific and Pan Pacific. Red arrowheads indicate sequences (OKI and GBR) decoded in the genome paper (<xref ref-type="bibr" rid="B10">Hall et&#xa0;al., 2017</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-831240-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>A rooted phylogenetic tree of <italic>Acanthaster</italic> cf. <italic>solaris</italic> using the maximum-likelihood (ML) method, based on entire mitochondrial genome sequences (16,219 bp, including 1,822 variable sites). The <italic>A. planci</italic> of the Indian Ocean was used for rooting. Numbers at some nodes indicate bootstrap values based on 1000 replicates for internal branch support. Arrowheads at the right indicate sequences (OKI and GBR) decoded in the genome paper (<xref ref-type="bibr" rid="B10">Hall et&#xa0;al., 2017</xref>). <bold>(A)</bold> indicates the entire phylogeny, <bold>(B)</bold> is an enlargement of ECP clade, and <bold>(C)</bold> is for PP clade.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-831240-g003.tif"/>
</fig>
</sec>
<sec id="s2_3">
<title>Phylogenetic Analysis</title>
<p>An unrooted tree was constructed as follows. Whole mtDNA sequences were aligned using MAFFT (<xref ref-type="bibr" rid="B18">Katoh et&#xa0;al., 2005</xref>) with the default settings. Multiple sequence alignments were trimmed by removing poorly aligned regions using TRIMAL 1.2 (<xref ref-type="bibr" rid="B6">Capella-Guti&#xe9;rrez et&#xa0;al., 2009</xref>) with the option &#x201c;gappyout.&#x201d; The maximum likelihood (ML) trees were created using RAxML 8.2.6 (<xref ref-type="bibr" rid="B34">Stamatakis, 2014</xref>). Trees were estimated with the &#x201c;-f a&#x201d; option, which invokes rapid bootstrap analysis with 1000 replicates. Trees were displayed using iTOL (<xref ref-type="bibr" rid="B21">Letunic and Bork, 2021</xref>).</p>
<p>For a rooted tree, we selected <italic>A. planci</italic> of the Indian Ocean as an outgroup. Whole mtDNA sequences of <italic>A. planci</italic>, two individuals from Eilat South Reef (Red Sea) (LC566218.1 and LC566219.1), two from Maldives (LC566223.1 and LC566224.1) and five from Racha Yai Island (Thailand) (LC566230.1, LC566231.1, LC566232.1, LC566233.1, and LC566234.1) were retrieved from NCBI (<uri xlink:href="https://www.ncbi.nlm.nih.gov/bioproject/751773">https://www.ncbi.nlm.nih.gov/bioproject/751773</uri>). The tree was constructed using the same method as in the case of the unrooted tree.</p>
</sec>
<sec id="s2_4">
<title>Principal Component Analysis (PCA)</title>
<p>Population structures were analyzed using model-free approaches. Based on complete mtDNA sequences, PCA was performed on all individuals, using PLINK 1.9 (<xref ref-type="bibr" rid="B30">Purcell and Chang, 2015</xref>). Pairwise genetic distances among localities were estimated with Weir and Cockerham&#x2019;s <italic>F</italic>
<sub>ST</sub> (<xref ref-type="bibr" rid="B43">Weir and Cockerham, 1984</xref>) and Nei&#x2019;s genetic distance (<xref ref-type="bibr" rid="B25">Nei, 1972</xref>) using StAMPP (<xref ref-type="bibr" rid="B28">Pembleton et&#xa0;al., 2013</xref>).</p>
</sec>
<sec id="s2_5">
<title>Divergence Time Estimation</title>
<p>Among the class Asteroidea, the genus <italic>Luidia</italic> belongs to the order Paxillosida and the genera <italic>Linckia</italic> and <italic>Acanthaster</italic> to the order Valvatida. O&#x2019;Hara et&#xa0;al. (<xref ref-type="bibr" rid="B27">2014</xref>) estimated that the divergence of the two orders occurred approximately 185 million years ago (MYA). Using this divergence date and by comparing complete mtDNA sequences, we previously estimated the divergence time between <italic>A. brevispinus</italic> and <italic>A. planci</italic> (<italic>A.</italic> cf. <italic>solaris</italic>) (<xref ref-type="bibr" rid="B23">Lucas and Jones, 1976</xref>) as 21 MYA (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>) (<xref ref-type="bibr" rid="B16">Inoue et&#xa0;al., 2020</xref>). Since in this study mtDNA sequence of <italic>A. brevispinus</italic> (accession number, NC_007789.1) was added as an outgroup species, thus unambiguously aligned sequences of 16,219 bp, including 3,159 variable sites, were used for rooted tree analyses. Referring to Inoue et&#xa0;al. (<xref ref-type="bibr" rid="B16">2020</xref>), a time calibrated tree of populations was roughly estimated using RelTime (<xref ref-type="bibr" rid="B35">Tamura et&#xa0;al., 2012</xref>), as implemented in MEGA X (<xref ref-type="bibr" rid="B20">Kumar et&#xa0;al., 2018</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>We compared all mtDNA sequences of 243 individuals of COTS and obtained unambiguously aligned 16,218 bp sequences including 1,822 variable sites (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). The variable sites were not evenly distributed in the genome (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Higher rates of variation appeared in the non-coding D-loop region (0.36% on average), as well as in the protein coding sequences (0.13% on average) and rRNA sequences (0.11% on average) (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). tRNA sequences showed less variability (0.06% on average). All information was used for phylogenetic analyses.</p>
<sec id="s3_1">
<title>Two Major COTS Clades Exist in the Pacific Ocean</title>
<sec id="s3_1_1">
<title>An unrooted tree analysis</title>
<p>An unrooted tree analysis indicated that COTS populations in the Pacific represent two major clades, tentatively called the East-Central Pacific (ECP) clade and Pan-Pacific (PP) clade (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Diversification of the clades was evident by a long branch distance between the two in the tree. That is, the two clades are separated by 0.004 mtDNA sequence substitutions per site (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, no differences in the mitochondrial genome architecture were detected between the two clades.</p>
<p>The ECP clade consists of four sub lineages, EP (Eastern Pacific)-L (lineage), ECP-L1, ECP-L2, and ECP-H (Hawaii) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Although the Hawaii population appeared more independent, we here included it in the ECP clade. The PP clade comprises three major lineages, PP-L1, PP-L2, and PP-L3, the latter of which was further divided into six sub lineages, PP-L3A, PP-L3B, PP-L3C, PP-L3D, PP-L3E, and PP-L3F (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). An individual collected on the GBR, from which the nuclear genome was sequenced (<xref ref-type="bibr" rid="B10">Hall et al., 2017</xref>), belonged to PP-L3B while a genome-decoded OKI individual belonged to PP-L3F (shown by red in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
</sec>
<sec id="s3_1_2">
<title>A Rooted Tree Analysis</title>
<p>A rooted tree analysis using Indian Ocean <italic>A. planci</italic> as an outgroup also revealed two clades of Pacific COTS (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The ECP clade was supported by 92% of bootstrap 1000-times replications and PP clade by 100%.</p>
<p>Among the ECP COTS, ECP-H diverged first, then EP-L and ECP-L1/ECP-L2 (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>). The grouping of ECP-H, EP-L, ECP-L1 and ECP-L2 was supported by 100% bootstrap value, respectively. Three lineages of the PP clade, PP-L1, PP-L2, and PP-L3 were supported by 85, 100 and 86%, respectively (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, C</bold>
</xref>).</p>
<p>The rooted tree established the Indian Ocean COTS from the Red Sea and those from the Southern Indian Ocean belonged to the same clade with 100% bootstrap support (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). An analysis by <xref ref-type="bibr" rid="B41">Vogler et&#xa0;al. (2008)</xref> of the four geographically distributed COTS lineages in the Indo-Pacific showed that COTS of the Northern and Southern Indian Oceans form a clade (more than 90% bootstrap support) while Red Sea COTS form another clade with Pacific COTS, although bootstrap support value was low (less than 70%). However, the present comparison of the complete set of mtDNA sequences showed that Red Sea COTS were more closely aligned with Indian Ocean COTS with 100% bootstrap support (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). This supports the notion of their being two clades of <italic>A. planci</italic>, sensu lato, that is <italic>A. planci</italic> in the Indian Ocean plus Red Sea, and <italic>A.</italic> cf. <italic>solaris</italic> in the Pacific Ocean.</p>
<p>Secondly, the difference of branch length between populations of <italic>A. planci</italic> and that of <italic>A.</italic> cf. <italic>solaris</italic> was extensive (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Compared with the longer branch length of Indian Ocean COTS, the length of Pacific Ocean COTS was quite short, suggesting the time interval required for local colonization of this COTS across the entire Pacific Ocean was comparatively short.</p>
</sec>
<sec id="s3_1_3">
<title>Principal Component Analysis (PCA)</title>
<p>PCA of specimens from all sampling locations (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>) supported the results of molecular phylogenetic analyses (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). PCA resulted in five unique groups, corresponding to EP-L, ECP-L1, EPC-L2, ECP-H, and PP-L, respectively. Notably, a mixture of COTS from all locations across the Pacific was evident in PP-L (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>, upper right corner). When compared to molecular phylogeny results (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>), grouping of EP-L, ECP-L1 and ECP-H was more strongly demonstrated in PCA (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). PCA also suggested an affinity of ECP-L2 with PP-L, although this was not as strong (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Principle Component Analysis identifies five COTS populations, PP-C, and four lineages of ECP-C, EP-L, ECP-L1, ECP-L2, and ECP-H. PP-C contains COTS collected from all the Pan Pacific countries except for USA, suggesting that these populations are expanded from a common ancestor population. Color codes are shown at the right side.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-831240-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s3_2">
<title>Population Structure of the East-Central Pacific Clade</title>
<p>The molecular phylogenetic analyses presented above showed that the ECP COTS clade consists of four sub-lineages, EP-L, ECP-L1, ECP-L2, and ECP-H (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). The EP-L consists of COTS from French Polynesia (Tahiti, Bora Bora, Moorea, and Raiatea) and two individuals from California as one separate sub-clade (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). The ECP-L1 contains COTS from French Polynesia, plus an individual from California and Fiji each (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). On the other hand, the ECP-L2 comprises two subgroups, but both include COTS of French Polynesia, Fiji, Vanuatu, and GBR (Clack and Shell Reefs). The ECP-H was composed of individuals only from Hawaii (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>).</p>
<p>Two results of particular interest are related to COTS from California and those from Hawaii. First, the two California COTS pertain to ECP-C, one belonging to EP-L and the other to ECP-L1 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Second, ten Hawaiian COTS formed a discrete group (ECP-H) near the root position and did not include individuals from any other Pacific reefs. This genetic isolation is exceptional but is supported by 100% bootstrap (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Population Structure of the Pan Pacific Clade</title>
<p>In addition to the four lineages of ECP-C, all of which are comparatively well separated or isolated, two of the three lineages or subgroups of PP-C, that is, PP-L1, PP-L2 and PP-L3, were supported by higher bootstrap values, returning 85%, 100%, and 74%, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). PP-L1 included COTS from the Philippines and Japan, and PP-L2 comprised starfish from Fiji, Vanuatu, and Japan, both branched earlier and were separated from the PP-L3 lineages (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3C</bold>
</xref>).</p>
<p>PP-L3 was a very large group, including not only Western Pacific COTS, but also Eastern Pacific populations from French Polynesia, Fiji, Vanuatu, GBR, Papua New Guinea, the Philippines, Japan, Micronesia, and the Marshall Islands. It consists of six lineages (PP-L3A to PP-L3F) that are not strictly geographically defined, in that each subgroup comprises individuals from several of these areas, except for PP-L3A that was comprised of COTS of the Philippines, Vietnam and Japan (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). Of special interest is PP-L3B, which had the largest geographic distribution, including COTS from all locations of French Polynesia, Fiji, Vanuatu, GBR, Papua New Guinea, the Philippines, Vietnam, Japan, Micronesia, and the Marshall Islands. PP-L3C also includes COTS from various locations including Vanuatu, GBR, Papua New Guinea, Japan, Micronesia, and the Marshall Islands (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). PP-L3D consists of COTS not only from Japan, Micronesia and the Marshall Islands, but also Fiji. PP-L3E includes COTS from Japan, GBR, Vanuatu, and Micronesia. On the other hand, PP-L3F appears to be a lineage more specific to East Asia, comprising COTS populations in the Philippines, Vietnam, and Japan (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<title>Divergence Time Estimation</title>
<p>
<xref ref-type="bibr" rid="B41">Vogler et al. (2008)</xref> estimated that the four clades of <italic>A. planci</italic>, sensu lato have diverged in the Pliocene-Early Pleistocene, 1.92-3.65 MYA. Using the entire mtDNA sequence of <italic>A. brevispinus</italic> as an outgroup (see Method), we estimated the divergence time of <italic>A.</italic> cf. <italic>solaris</italic> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Our results indicated that the divergence of PP-C from a common ancestor with ECP-C occurred 2.9 (confidence interval: 2.2&#x2013;3.7) MYA (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Divergence of PP-L1 and PP-L2/3 occurred around 1.1 (0.8&#x2013;1.5) MYA and that of PP-L2 and PP-L3 1.0 (0.7&#x2013;1.5) MYA. Divergence of six sub-lineages of PP-L3, (L3A to L3F) apparently occurred approximately 0.7 MYA, with a range from 0.8 (0.5&#x2013;1.1) to 0.6 (0.4&#x2013;0.8) MYA (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). This suggests that COTS of PP-C diverged more recently and coincidently compared to those of ECP-C.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Estimated divergence times <bold>(A)</bold> between different species of starfish based on <xref ref-type="bibr" rid="B16">Inoue et&#xa0;al</xref> (<xref ref-type="bibr" rid="B16">2020</xref>) and <bold>(B)</bold> those between different lineages of COTS (shown by red numerals). The estimation was based on the RelTime method using 21 MYA as the diversification time between of <italic>Acanthaster brevispinus</italic> and <italic>A.</italic> cf. <italic>solaris</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-831240-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>COTS Population Structures in the Pacific Ocean</title>
<p>The present study broadly analyzed phylogeography of COTS in the Pacific Ocean. Based on comparisons of complete mtDNA sequences, COTS in the Pacific are genetically subdivided into two major clades, ECP-C and PP-C (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). The ECP-C comprises of COTS of French Polynesia, Fiji, Vanuatu, and GBR. In addition, COTS of California and Hawaii are included in this clade, the latter forming a discrete population as ECP-H. On the other hand, PP-C comprises of COTS from all collection sites across the Pacific. These results agree well with previous studies, suggesting that North Central Pacific COTS, including those from Hawaii, form a distinct clade among Pacific COTS (<xref ref-type="bibr" rid="B37">Timmers et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B42">Vogler et&#xa0;al., 2013</xref>).</p>
<p>The two California COTS pertain to ECP-C, one belonging to EP-L and the other to ECP-L1 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The external morphology of the California COTS is significantly different from counterparts in other areas of the Pacific. Specifically, they tend to have shorter arms, and were initially classified as a separate species, <italic>Acanthaster elichii</italic> (<xref ref-type="bibr" rid="B5">Birkeland and Lucas, 1990</xref>). However, allozyme analysis revealed them to have stronger affinity to COTS of the Western Pacific than to their closest geographical neighbors, the Hawaiian COTS, and were therefore reconfirmed as <italic>A. planci</italic> (<xref ref-type="bibr" rid="B26">Nishida and Lucas, 1988</xref>). This suggests a common ancestry for Eastern Pacific COTS and California COTS. Accordingly, Haszprunar and Spies (<xref ref-type="bibr" rid="B13">2014</xref>) classified all Pacific COTS as <italic>A.</italic> cf. <italic>solaris</italic>. Therefore, the present result supports the notion that California COTS share an ancestor with those in the Central Pacific, and thus their assignment as <italic>A.</italic> cf. <italic>solaris</italic>.</p>
<p>The Hawaiian COTS population is discrete from other populations (<xref ref-type="bibr" rid="B37">Timmers et&#xa0;al., 2012</xref>), being phylogenetically categorized as ECP-H. <xref ref-type="bibr" rid="B26">Nishida and Lucas (1988)</xref> had previously established this by allozyme analysis and postulated that the independency of this population was likely due to i) the absence of eastward currents at higher latitudes capable of transporting larvae between the Hawaiian Islands and the eastern Pacific, and ii) the North Equatorial Countercurrent that could transport larvae eastward from the Line Islands to the eastern Pacific. Given the distinct genetic distance and long-term isolation, ECP-H might be a cryptic COTS species and future nuclear genomic and ecological studies are warranted to confirm this possibility.</p>
</sec>
<sec id="s4_2">
<title>Possible Scenarios of Historical COTS Distribution in the Pacific Ocean</title>
<p>Phylogenetic categorization offers an opportunity to speculate on the oceanic mechanisms that may have been involved in establishing these distinct COTS populations in the Pacific and the Indian Ocean (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>A summary diagram to show a possible historical colonization of COTS with main seawater currents in the Pacific. The Pacific hosts two major groups of COTS. The East-Central Pacific group comprises COTS from French Polynesia, Fiji, Vanuatu, and the GBR (blue). The Pan Pacific group contains COTS from the entire Western Pacific (purple). Blue arrows show the main currents in the Pacific Ocean. KC, Kuroshio Current; CC, California Current; NEC, North Equatorial Current; ECC, Equatorial Countercurrent; SEC, South Equatorial Current; EAC, East Australian Current and NGCU, New Guinea Coastal Undercurrent.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-831240-g006.tif"/>
</fig>
<sec id="s4_2_1">
<title>History of the East-Central Pacific (ECP) COTS</title>
<p>The ECP clade was divided into four sub-groups, EP-L, ECP-L1, ECP-L2 and ECP-H. The former three are distinguishable by their geographic distributions, COTS of California and Hawaii having already been discussed above. EP-L is confined to four locations of French Polynesia + California, ECP-L1 encompasses French Polynesia + California + Fiji, and ECP-L2 is confined to French Polynesia, Vanuatu, and GBR. This sub-grouping suggests two possible scenarios relative to their distributional history in the Eastern and Central Pacific. One is the EP-L ancestry hypothesis, whereby COTS that originated in French Polynesia experienced a bottleneck-like founder effect resulting in a comparatively homogenous genetic background (<xref ref-type="bibr" rid="B49">Yasuda et&#xa0;al., 2014</xref>). Then they expanded into the central and western regions, ultimately reaching the GBR. In contrast, in the ECP-L2 ancestry hypothesis, a comparatively broad region encompassing GBR, Vanuatu, Fiji and French Polynesia is the original source of COTS, from which EP-L and ECP-L1 became established as separate, independent lineages long ago. The early divergence of EP-L suggests the former scenario is the more plausible. If this is the case, COTS of EPC originated from EP-L and expanded toward the Western Pacific.</p>
<p>Irrespective of these discussions, the fact that ECP COTS are confined to the Eastern and Central Pacific and are less affected by anthropogenic factors strongly suggests that they are not prone to major outbreaks, even though they show local outbreaks (<xref ref-type="bibr" rid="B4">Birkeland, 1990</xref>). The smaller size of coral reefs and lower density of suitable coral prey may also be limiting factors at times of outbreak.</p>
</sec>
<sec id="s4_2_2">
<title>History of the Western Pacific COTS</title>
<p>In contrast to the ECP clade, the PP clade comprises COTS from across the entire Pacific, including more the highly populated regions where massive expansions might have occurred repeatedly (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>, <xref ref-type="fig" rid="f6">
<bold>6</bold>
</xref>). PP-L contains COTS from almost all regions of the Pacific, including French Polynesia, Fiji, Vanuatu, GBR, Papua New Guinea, Vietnam, the Philippines, Japan, Micronesia, and the Marshall Islands. The two PP-L subgroups, PP-L3B and PP-L3C, both contain COTS from all these localities. It is highly likely that this population genetic profile reflects the trajectory of repeated population expansions across the entire Pacific Ocean, with the exception of the U.S. population. One possible explanation is that dispersal of long-lived COTS larvae spawned in the central Pacific is facilitated by the South Equatorial Current, which flows at an average velocity of 20 nautical miles per day from Fiji and Vanuatu toward the GBR, where it bifurcates into the New Guinea Coastal Undercurrent (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>) (<xref ref-type="bibr" rid="B33">Sokolov and Rintoul, 2000</xref>; <xref ref-type="bibr" rid="B38">Treml et&#xa0;al., 2008</xref>). In combination with the North Equatorial Current, which originates from the Californian Current, it bifurcates into the strong Kuroshio Current that flows from the northeastern Philippines toward Japan (<xref ref-type="bibr" rid="B31">Qiu and Lukas, 1996</xref>) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). An earlier divergence of PP-L2, which includes COTS from Fiji and Vanuatu, suggests a contribution of these COTS with western Pacific populations <italic>via</italic> the southernmost branches of the South Equatorial Current (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<p>Another interesting observation here is that COTS of Micronesia and the Marshall Islands are not members of EP-L, but belong in PP-L. This suggests that the westward flow of the South Equatorial Current into the Coral Sea may become disrupted by complex topography, carrying larvae to the intersection of the Equatorial Counter Current, which is an eastward flowing, wind-driven current, thereby transporting Eastern-Central COTS larvae toward California (<xref ref-type="bibr" rid="B44">Wyrtki, 1967</xref>) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<p>Further support linking repeated dispersal among the PP-L3 population comes from comparisons of the entire ~384-Mb genome sequences of two COTS, one from the GBR and the other from Okinawa (OKI), separated by over 5,000 km (<xref ref-type="bibr" rid="B10">Hall et&#xa0;al., 2017</xref>). An unexpected result of the genome study was the exceptionally low heterozygosity of the genomes, 0.88% and 0.92% for the GBR and OKI populations, respectively. In addition, reciprocal BLAST analysis of scaffolds longer than 10 kb showed 98.8% nucleotide identity between the GBR and OKI genomes, evidence of the great similarity of their nuclear DNA sequences. Together, the very strong resemblance of the nuclear genomes of the GBR and OKI individuals and their categorization as belonging to the two closely related PP subclades, supports a common ancestor.</p>
<p>These results raise yet another possibility with respect to the geographical extent of the distribution of various COTS lineages. Most of the COTS that belong to ECP-L1 are from Vanuatu. However, other Vanuatu COTS belong to PP-L2, PP-L3B, or PP-L3E. Both lineages of COTS coexist in Vanuatu, one with the capacity for large expansions and the other without. An objective of future population genomics studies will be to sequence and compare complete genomes of both ECP-L and PP-L COTS to try and discover the genetic and genomic features that encode the capacity for outbreaks. Although we postulate that the oldest lineages of extant Pacific COTS originated from a broad Pacific region, including Fuji, Vanuatu and GBR, all scenarios should be examined by future studies using entire nuclear genome sequences.</p>
</sec>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: NCBI [accession: PRJDB10499].</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author Contributions</title>
<p>NY, JI, MH, CM, and NS designed the research. NY, MH, MNa, MA, MF, MNi, NT, RR-G, and ZF collected samples. TS and RK sequenced COTS mitochondrial DNA. NY, JI, KH, CM, and NS analyzed data. NY, JI, CM, and NS wrote the manuscript with input from all authors. All authors gave final approval for publication.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by OIST funds (POC5 Project) to the Marine Genomics Unit, and by the Japan Society for the Promotion of Science (JSPS) Grants-in-Aid for Scientific Research (17H04996 to NY and 18K06396 and 21H04922 to JI.) This research was also supported in part by the Ms. Sumiko Imano Memorial Foundation.</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We thank the following people for their help with sample collection: Dr. Hugh Sweatman and the AIMS Bioresources Library for GBR samples, Dr. Molly Timmers for Hawaiian samples, Geoff Jones and Jeff Kinch for Papua New Guinean samples, Monal Lal for Fijian samples, Christina Shaw for Vanuatu samples, Hoang Dinh Chieu for Vietnamese samples, and Hiromitsu Ueno for Japanese samples. The DNA Sequencing Section and IT section of OIST are acknowledged for its expert help with genome sequencing and bioinfomatic analysis. Last, but not least, we acknowledge the traditional owners of the lands and sea country on which this research took place.</p>
</ack>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2022.831240/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2022.831240/full#supplementary-material</ext-link>
</p>
  <supplementary-material xlink:href="Image_1.jpeg" id="SF1" mimetype="image/jpeg"/>
  <supplementary-material xlink:href="Table_1.pdf" id="ST1" mimetype="application/pdf"/>
  <supplementary-material xlink:href="Table_2.xlsx" id="ST2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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