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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.2018.00028</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Technology Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Using Seawater to Document Coral-Zoothanthella Diversity: A New Approach to Coral Reef Monitoring Using Environmental DNA</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shinzato</surname> <given-names>Chuya</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/141222/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zayasu</surname> <given-names>Yuna</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/507464/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kanda</surname> <given-names>Miyuki</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kawamitsu</surname> <given-names>Mayumi</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Satoh</surname> <given-names>Noriyuki</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/112365/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yamashita</surname> <given-names>Hiroshi</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Suzuki</surname> <given-names>Go</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Atmosphere and Ocean Research Institute, The University of Tokyo</institution>, <addr-line>Chiba</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Marine Genomics Unit, Okinawa Institute of Science and Technology Graduate University</institution>, <addr-line>Okinawa</addr-line>, <country>Japan</country></aff>
<aff id="aff3"><sup>3</sup><institution>DNA Sequence Section (SQC), Okinawa Institute of Science and Technology Graduate University</institution>, <addr-line>Okinawa</addr-line>, <country>Japan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Research Center for Subtropical Fisheries, Seikai National Fisheries Research Institute, Japan Fisheries Research and Education Agency</institution>, <addr-line>Okinawa</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Iliana B. Baums, Pennsylvania State University, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Mikhail V. Matz, University of Texas at Austin, United States; Daniel J. Thornhill, National Science Foundation (NSF), United States</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Chuya Shinzato <email>c.shinzato&#x00040;aori.u-tokyo.ac.jp</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Marine Molecular Biology and Ecology, a section of the journal Frontiers in Marine Science</p></fn>
<fn fn-type="other" id="fn003"><p>&#x02020;These authors have contributed equally to this work.</p></fn></author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>02</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>5</volume>
<elocation-id>28</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>09</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>01</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2018 Shinzato, Zayasu, Kanda, Kawamitsu, Satoh, Yamashita and Suzuki.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Shinzato, Zayasu, Kanda, Kawamitsu, Satoh, Yamashita and Suzuki</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 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>Frequent, high-density coral monitoring is essential to understand coral reef ecosystems. For this purpose, we developed a novel method for simultaneous monitoring of <italic>Acropora</italic> corals and their symbiont, <italic>Symbiodinium</italic>, from environmental DNA (eDNA) in seawater using next generation sequencing technology (NGS). We performed a tank experiment with running seawater using 19 <italic>Acropora</italic> species. Complete mitochondrial genomes of all the <italic>Acropora</italic> species were assembled to create a database and major types of their <italic>Symbiodinium</italic> symbionts were identified. Then eDNA was isolated by filtering inlet and outlet seawater from the tanks. <italic>Acropora</italic> and <italic>Symbiodinium</italic> DNA were amplified by PCR and sequenced. We detected all of the tested <italic>Acropora</italic> types from eDNA samples. Proportions and numbers of DNA sequences were both positively correlated with masses of corals in the tanks. In this trial, we detected DNA sequences from as little as 0.04 kg of <italic>Acropora</italic> colony, suggesting that existence of at least one adult <italic>Acropora</italic> colony (&#x0007E;30 cm diameter &#x0003D; 1 kg) per m<sup>2</sup> at depths &#x0003C; 10 m could be detected using eDNA in the field. In addition, we detected major types of <italic>Symbiodinium</italic> within host corals from seawater, suggesting that it should be possible to detect major coral symbiont types if <italic>Acropora</italic> corals exist nearby, and possible free-living state <italic>Symbiodinium</italic> cells from eDNA in seawater. eDNA abundance of <italic>Symbiodinium</italic> types did not correlate well with frequencies of major <italic>Symbiodinium</italic> types in the corals, suggesting that quantification of <italic>Symbiodinium</italic> is difficult at this stage. Although this is the initial attempt to detect coral and <italic>Symbiodinium</italic> simultaneously from eDNA in seawater, this method may allow us to perform high-frequency, high-density coral reef monitoring of both corals and their symbionts in the near future.</p></abstract>
<kwd-group>
<kwd>scleractinian coral</kwd>
<kwd><italic>Acropora</italic></kwd>
<kwd><italic>Symbiodinium</italic></kwd>
<kwd>environmental DNA</kwd>
<kwd>illumina next-generation sequencing</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="69"/>
<page-count count="12"/>
<word-count count="8387"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Coral reefs are estimated to harbor about one-third of all described marine species (Knowlton et al., <xref ref-type="bibr" rid="B19">2010</xref>); however, they face a range of anthropogenic challenges, including ocean acidification and increasing seawater temperatures (Hoegh-Guldberg et al., <xref ref-type="bibr" rid="B14">2007</xref>). It has been reported that tropical storms, predation by crown-of-thorns starfish, and bleaching are major causes of coral reef decline (De&#x00027;ath et al., <xref ref-type="bibr" rid="B9">2012</xref>). Frequent high-density coral monitoring is essential to understand dramatically changing coral reef environments. In addition, it is also important to develop strategies against many threats and policies for quick rehabilitation and conservation. However, actual coral reef monitoring is generally performed infrequently because it requires direct observation by scuba diving and sampling by hand.</p>
<p>DNA that originates from various sources, such as mucus, metabolic waste, and damaged tissues from multicellular organisms exists in seawater and is called environmental DNA (eDNA) (Bohmann et al., <xref ref-type="bibr" rid="B3">2014</xref>; Kelly et al., <xref ref-type="bibr" rid="B16">2014</xref>). Recently eDNA has begun to be employed in aquatic environmental research (Rees et al., <xref ref-type="bibr" rid="B41">2014</xref>, <xref ref-type="bibr" rid="B40">2015</xref>), and it is also being used to monitor marine biodiversity (Miya et al., <xref ref-type="bibr" rid="B32">2015</xref>; Yamamoto et al., <xref ref-type="bibr" rid="B64">2017</xref>). However, we are unaware of any reports that have attempted to use eDNA from seawater to monitor coral reefs. In this study, we performed tank experiments with running seawater as an initial proof of concept.</p>
<p>The structure of coral reefs is formed by calcium deposition by anthozoan cnidarians known as scleractinian corals. We examined the genus <italic>Acropora</italic> (Scleractinia, Acroporidae) in this study because it is a keystone reef taxon globally, ranging from the Red Sea through the Indo-Pacific Ocean to the Caribbean. It is also the most speciose coral genus with more than 100 described species (Wallace, <xref ref-type="bibr" rid="B61">1999</xref>). Their widespread distribution notwithstanding, <italic>Acropora</italic> species are among the most sensitive to increasing water temperatures (Loya et al., <xref ref-type="bibr" rid="B29">2001</xref>); hence, they are expected to decline in the near future (Alvarez-Filip et al., <xref ref-type="bibr" rid="B1">2013</xref>).</p>
<p>Scleractinian corals, including <italic>Acropora</italic>, form obligate endosymbioses with photosynthetic dinoflagellates of the genus <italic>Symbiodinium</italic> (Yellowlees et al., <xref ref-type="bibr" rid="B69">2008</xref>; Bourne et al., <xref ref-type="bibr" rid="B5">2009</xref>; Shinzato et al., <xref ref-type="bibr" rid="B46">2014a</xref>). The genus <italic>Symbiodinium</italic> displays tremendous taxonomic and physiological diversity (Lajeunesse, <xref ref-type="bibr" rid="B22">2001</xref>; Stat et al., <xref ref-type="bibr" rid="B52">2008</xref>). Nine divergent lineages, clades A&#x02013;I, have been described, based on nuclear ribosomal DNA (rDNA) and chloroplast 23S rDNA (Pochon and Gates, <xref ref-type="bibr" rid="B36">2010</xref>). It has been reported that stress tolerance of <italic>Symbiodinium</italic> differs among clades or types (Tchernov et al., <xref ref-type="bibr" rid="B58">2004</xref>; Sampayo et al., <xref ref-type="bibr" rid="B43">2008</xref>; Hawkins and Davy, <xref ref-type="bibr" rid="B13">2012</xref>) and <italic>Symbiodinium</italic> genetic composition may play important roles in coral health and stress tolerance (Jones et al., <xref ref-type="bibr" rid="B15">2008</xref>; Stat et al., <xref ref-type="bibr" rid="B52">2008</xref>; Lajeunesse et al., <xref ref-type="bibr" rid="B25">2010</xref>; Fisher et al., <xref ref-type="bibr" rid="B10">2012</xref>; Keshavmurthy et al., <xref ref-type="bibr" rid="B17">2012</xref>, <xref ref-type="bibr" rid="B18">2014</xref>). Thus, simultaneous investigation of corals and <italic>Symbiodinium</italic> is probably important to understand coral reef ecosystems.</p>
<p>Corals release massive amounts of soluble mucus, which transfers large amounts of energy and nutrients to the reef substrate (Wild et al., <xref ref-type="bibr" rid="B63">2004</xref>). Due to the symbiont natural rates of increase, corals steadily release <italic>Symbiodinium</italic> cells into the surrounding environment (Yamashita et al., <xref ref-type="bibr" rid="B66">2011</xref>), suggesting that close to reefs, seawater should contain detectable quantities of DNA from both corals and <italic>Symbiodinium</italic>. Recently, whole genome sequences of an <italic>Acropora</italic> coral (Shinzato et al., <xref ref-type="bibr" rid="B48">2011</xref>) and <italic>Symbiodinium</italic> (Shoguchi et al., <xref ref-type="bibr" rid="B50">2013</xref>; Lin et al., <xref ref-type="bibr" rid="B28">2015</xref>; Aranda et al., <xref ref-type="bibr" rid="B2">2016</xref>) have been published, and next-generation sequencing (NGS) technologies have been used to investigate coral reef biodiversity (Shinzato et al., <xref ref-type="bibr" rid="B49">2014b</xref>, <xref ref-type="bibr" rid="B47">2015</xref>; Combosch and Vollmer, <xref ref-type="bibr" rid="B7">2015</xref>; Bongaerts et al., <xref ref-type="bibr" rid="B4">2017</xref>). In the genus <italic>Symbiodinium</italic>, each clade contains multiple genetic types, and identification has been performed using ribosomal, mitochondrial, plastid, and nuclear DNA markers (Rowan and Powers, <xref ref-type="bibr" rid="B42">1991</xref>; Wilcox, <xref ref-type="bibr" rid="B62">1998</xref>; Lajeunesse, <xref ref-type="bibr" rid="B22">2001</xref>; Santos et al., <xref ref-type="bibr" rid="B44">2002</xref>; Takabayashi et al., <xref ref-type="bibr" rid="B57">2004</xref>). Recently internal-transcribed spacer 2 (ITS-2) regions have been widely used as genetic markers (Lajeunesse, <xref ref-type="bibr" rid="B22">2001</xref>, <xref ref-type="bibr" rid="B23">2002</xref>, <xref ref-type="bibr" rid="B24">2005</xref>; Pochon et al., <xref ref-type="bibr" rid="B35">2007</xref>; Stat et al., <xref ref-type="bibr" rid="B51">2011</xref>) and databases of <italic>Symbiodinium</italic> DNA sequences, such as SYM-BLAST (<ext-link ext-link-type="uri" xlink:href="https://www.auburn.edu/&#x0007E;santosr/symblast.htm">https://www.auburn.edu/&#x0007E;santosr/symblast.htm</ext-link>), <italic>Symbio</italic>GBR (Tonk et al., <xref ref-type="bibr" rid="B59">2013</xref>), and GeoSymbio (Franklin et al., <xref ref-type="bibr" rid="B11">2012</xref>), are currently available. In this laboratory study, we developed a technique that would enable simultaneous detection and identification of coral and <italic>Symbiodinium</italic> eDNA in reefs, in order to assess distributions of corals and their symbiont types.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Coral sampling and culturing</title>
<p><italic>Acropora</italic> corals from Sekisei Lagoon, Ishigaki Island, Okinawa Prefecture, Japan were identified and &#x0007E;20-cm-diameter fragments were collected in May 2016. In an exception, sampling of corals was permitted by the Okinawa Prefectural Government for research use (No. 27-73). In total, we collected 19 species (63 colonies) and put 16 shallow-water (5&#x02013;10 m) <italic>Acropora</italic> species in Tank 1 (<italic>A. acuminata, A. austera, A. cytherea, A. carduus, A. digitifera, A. florida, A. grandis, A. hyacinthus, A. intermedia, Acropora</italic> sp., <italic>A. microphthalma, A. muricata, A. nasta, A. selago, A. tenuis</italic>) and three deeper-water species (&#x02265;15 m) in Tank 2 (<italic>A. echinata, Acropora</italic> sp., <italic>A. awi</italic>) respectively at Seikai National Fisheries Research Institute at Ishigaki Island, and kept for 2 days with running seawater (Figure <xref ref-type="fig" rid="F1">1</xref>, Table <xref ref-type="table" rid="T1">1</xref>). Numbers of colonies and coral masses determined in seawater differed among species in order to test detection limits of eDNA in seawater (Table <xref ref-type="table" rid="T1">1</xref>). Tank sizes and water flow of the two overflow tanks are as follows; Tank 1: 300 cm length &#x000D7; 80 cm width &#x000D7; 50 cm height (water depth: &#x0007E;20 cm) and a flow rate of 35 L of seawater/min, Tank 2: 200 cm diameter and 100 cm depth (water depth: &#x0007E;80 cm) and 10 L/min. Small fragments of each coral colony were isolated and stored in the guanidinium reagent, CHAOS (Fukami et al., <xref ref-type="bibr" rid="B12">2000</xref>), for DNA extraction.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Tanks used in this study and a schematic drawing of water sampling. Photographs of the tanks are shown above, and a schematic drawing of water sampling is shown below. We filtered seawater from inlets and outlets in both tanks (four sample numbers in red).</p></caption>
<graphic xlink:href="fmars-05-00028-g0001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><italic>Acropora</italic> corals used in the study.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Tank</bold></th>
<th valign="top" align="left"><bold>Species</bold></th>
<th valign="top" align="center"><bold>Number of colonies</bold></th>
<th valign="top" align="center"><bold>IDs for each colony</bold></th>
<th valign="top" align="center"><bold>Weight in water (kg)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left"><italic>A. tenuis</italic></td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">ten1 &#x0007E; 15</td>
<td valign="top" align="center">11.2</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. digitifera</italic></td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">dig1 &#x0007E; 5</td>
<td valign="top" align="center">1.5</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. hyacinthus</italic></td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">hya1 &#x0007E; 4</td>
<td valign="top" align="center">0.23</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. cytherea</italic></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">cyt1 &#x0007E; 3</td>
<td valign="top" align="center">0.31</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. selago</italic></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">sel1 &#x0007E; 2</td>
<td valign="top" align="center">0.15</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. nasuta</italic></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">nas1 &#x0007E; 2</td>
<td valign="top" align="center">0.29</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. acuminata</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">acu</td>
<td valign="top" align="center">0.07</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. austera</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">aus</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. florida</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">flo</td>
<td valign="top" align="center">0.17</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. grandis</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">gra</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. intermedia</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">int</td>
<td valign="top" align="center">0.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Acropora</italic> sp.</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">sp</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. muricata</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">mur</td>
<td valign="top" align="center">0.07</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. microphthalma</italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">mic</td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. microphthalma</italic> deeper-morph</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">micD</td>
<td valign="top" align="center">0.04</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. carduus</italic></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">car1 &#x0007E; 2</td>
<td valign="top" align="center">0.17</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left"><italic>A. echinata</italic></td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">ech1 &#x0007E; 7</td>
<td valign="top" align="center">1.1</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>A. awi</italic></td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">awi1 &#x0007E; 7</td>
<td valign="top" align="center">1.3</td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Acropora</italic> sp.</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">sp1 &#x0007E; 7</td>
<td valign="top" align="center">1.4</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Acropora sp. is unidentified species similar to A. echinata</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Reconstruction of coral mitochondrial genomes</title>
<p>DNA from each colony was isolated from CHAOS solution using a Maxwell 16 Automated Purification System (Promega). We used 200 ng of DNA from each sample for PCR-free library preparation with KAPA HyperPlus Kits (NIPPON Genetics Co, Ltd) following the manufacturer&#x00027;s instructions. All libraries were multiplexed and sequenced (250-bp paired-end, using a HiSeq 2500 in Rapid mode; Illumina). Raw sequence data were submitted to the DNA Databank of Japan (DDBJ) Sequence Read Archive (DRA) under accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="DRA005695">DRA005695</ext-link> (Table <xref ref-type="supplementary-material" rid="SM1">S1</xref>, BioProject PRJDB5633). Sequencing data from each library were assembled with IDBA_UD assembler version 1.1.1 (Peng et al., <xref ref-type="bibr" rid="B34">2012</xref>) with different kmer lengths (60, 80, and 100). Identification of complete circular mitochondrial genomes from assembled contigs was performed by (1) comparing them with the <italic>Acropora tenuis</italic> complete mitochondrial genome (NCBI accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="AF338425.1">AF338425.1</ext-link>) (BLASTN e-value &#x02264; 1e<sup>&#x02212;100</sup>), and (2) confirming that 100 bp of both head and tail DNA sequences of a contig were identical, indicating that the sequence was circular.</p>
</sec>
<sec>
<title>eDNA extraction and PCR amplification</title>
<p>After 2 days of incubation, 3 L of raw seawater were collected from outlet pipes of the two tanks (Figure <xref ref-type="fig" rid="F1">1</xref>) and were filtered through a 0.8 &#x003BC;m pore size polycarbonate filter (47-mm&#x003A6;, Advantec Toyo Kaisha, Ltd., Tokyo Japan). In addition, seawater from inlet pipes was also collected to provide control samples (before the seawater was passed over the corals) (Figure <xref ref-type="fig" rid="F1">1</xref>). Filters were frozen at &#x02212;20&#x000B0;C for several days, and then boiled in 500 &#x003BC;L of TE buffer. Details of the TE boiling method for DNA extraction are provided in Koike et al. (<xref ref-type="bibr" rid="B20">2007</xref>) and Yamashita et al. (<xref ref-type="bibr" rid="B66">2011</xref>). A part of the <italic>Acropora</italic> mitochondrial control region (mtCR, &#x0007E;800&#x02013;1,000 bp in length) has been widely used as a molecular marker for <italic>Acropora</italic> species identification (van Oppen et al., <xref ref-type="bibr" rid="B60">2002</xref>; Suzuki et al., <xref ref-type="bibr" rid="B54">2008</xref>). Thus, eDNA was subjected to PCR amplification using RNS2 (5&#x02032;-CAGAGTAAGTCGTAACATAG-3&#x02032;) and GR (5&#x02032;-AATTCCGGTGTGTGTTCTCT-3&#x02032;) primers for amplifying mtCR (van Oppen et al., <xref ref-type="bibr" rid="B60">2002</xref>; Suzuki et al., <xref ref-type="bibr" rid="B54">2008</xref>) together with genomic DNA isolated from <italic>Acropora echinata</italic> as a positive PCR control (expected amplicon size: 935 bp). PCR cycling conditions were 15 min at 95&#x000B0;C, followed by 32 cycles of 30 s at 94&#x000B0;C, 90 s at 58&#x000B0;C, and 60 s at 72&#x000B0;C, with an extension of 30 min at 60&#x000B0;C in the final cycle. To amplify &#x0007E;600&#x02013;700 bp of <italic>Symbiodinium</italic> internal-transcribed spacer regions (both ITS-1 and ITS-2) r18Sf primer (5&#x02032;-GAAAGTTTCATGAACCTTAT-3&#x02032;), which binds to an 18S region, and Sym28Sr primer (5&#x02032;-CTTGTRTGACTTCATGCTA-3&#x02032;), which binds to the ITS2-flanking 28S region, were used (Yamashita and Koike, <xref ref-type="bibr" rid="B65">2013</xref>), together with genomic DNA isolated from clade C <italic>Symbiodinium</italic> culture strain CCMP2466 (clade C, type C1; purchased from the Provasoli&#x02013;Guillard National Center for Culture of Marine Algae and Microbiota, East Boothbay, Maine, USA) as a positive PCR control (expected amplicon size: 676 bp). PCR cycling conditions were 35 cycles of 45 s at 94&#x000B0;C, 45 s at 51&#x000B0;C, and 60 s at 72&#x000B0;C. To check major symbiotic <italic>Symbiodinium</italic> types in each <italic>Acropora</italic> colony, DNAs isolated from each colony were also used for PCR amplification using r18Sf and Sym28Sr primers under the same PCR conditions mentioned above. All PCR products were cleaned with a QIAquick PCR Purification Kit (Qiagen).</p>
</sec>
<sec>
<title>PCR amplicon sequencing and bioinformatics analysis</title>
<p>Sequencing libraries of cleaned PCR products (ten samples, DNA amounts used from each sample are shown in Figure <xref ref-type="supplementary-material" rid="SM6">S1</xref>) were prepared using a KAPA Hyper Prep Kit (NIPPON Genetics Co, Ltd) without fragmentation. Libraries were multiplexed and 300-bp paired-end reads were sequenced with a MiSeq platform (Illumina) with PhiX control (Illumina). Raw sequence data were submitted to the DDBJ DRA under accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="DRA005680">DRA005680</ext-link> (BioProject <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJDB5633">PRJDB5633</ext-link>). Read pairs that both PCR primers of <italic>Acropora</italic> (RNS2 and GR) or <italic>Symbiodinium</italic> (r18Sf and Sym28Sr) recognized were selected using custom perl scripts (Supplementary Materials) and subjected to quality filtering. Low quality bases (Phred quality score &#x0003C;30) were trimmed using SolexaQA (Cox et al., <xref ref-type="bibr" rid="B8">2010</xref>) and high-quality sequences longer than 200 bp were retained for subsequent analyses.</p>
<p>To identify <italic>Acropora</italic> species from eDNA, we used mtCR sequences based on the complete, assembled, mitochondrial genomes of corals used in this study (see above) and on <italic>A. digitifera</italic> sequencing data from five individuals previously collected at Kabira, Ishigaki, Japan (Shinzato et al., <xref ref-type="bibr" rid="B47">2015</xref>). Although mtCR is highly variable within <italic>Acropora</italic> mitochondrial genomes (Figure <xref ref-type="supplementary-material" rid="SM7">S2</xref>), percent identities of mtCR sequences between species are high (88.5&#x02013;100%, Table <xref ref-type="supplementary-material" rid="SM2">S2</xref>). Lengths of mtCR exceeding paired-end sequencing length (300-bp paired-end) and 300-bp sequences flanking the RNS2 primer are more variable than those of the GR primer (Tables <xref ref-type="supplementary-material" rid="SM3">S3</xref>, <xref ref-type="supplementary-material" rid="SM4">S4</xref>). Accordingly, 300 bp flanking the RNS2 primer sequence in the mtCR from each colony were extracted and exactly the same sequences of clustered using CDHIT-EST (Li and Godzik, <xref ref-type="bibr" rid="B26">2006</xref>), and the clustered sequences (14 types) comprised a mtCR database in this study (Table <xref ref-type="supplementary-material" rid="SM3">S3</xref>). Quality trimmed reads having the RNS2 primer sequence were identified and chimera filtering based on the mtCR database was performed using the UCHIME2 algorithm (Edgar, in review). We aligned these filtered sequences to the database using BLASTN (Camacho et al., <xref ref-type="bibr" rid="B6">2009</xref>) with e-value cutoff of 1e<sup>&#x02212;100</sup>. Output files were stringently filtered and numbers of valid alignments that ensure all of the following criteria were counted (details are available on Supplementary Materials); (1) percent identity &#x0003D; 100% as mitochondrial genome sequences of all colonies were in the database; (2) the BLASTN bit score of the best alignment must be greater than the second-best alignment. In order to determine the correlation between coral wet masses and the number of valid alignments, regression analysis was performed using R, version 3.1.3 (R Core Team, <xref ref-type="bibr" rid="B39">2015</xref>).</p>
<p>To develop a <italic>Symbiodinium</italic> ITS-2 database, we first clustered exactly the same DNA sequences in a database of ITS-2 gene sequences of most reported <italic>Symbiodinium</italic> types, GeoSymbio (410 ITS-2 sequences) (Franklin et al., <xref ref-type="bibr" rid="B11">2012</xref>) using CDHIT-EST (Li and Godzik, <xref ref-type="bibr" rid="B26">2006</xref>) with option &#x0201C;&#x02013;c 1.&#x0201D; This resulted in 391 sequences (different ITS-2 sequences sharing same DNA sequences in the original GeoSymbio database were annotated using a concatenation of the original GeoSymbio names with &#x0201C;_&#x0201D;). Then we downloaded <italic>Symbiodinium</italic> DNA sequences containing the term &#x0201C;internal transcribed spacer 2&#x0201D; from NCBI in October 2017, and Blasted (Camacho et al., <xref ref-type="bibr" rid="B6">2009</xref>) these against the clustered GeoSymbio (BLASTN, e-value &#x0003C; 1e<sup>&#x02212;5</sup>). Aligned sequences longer than 200 bp were extracted and annotated with the names of BLASTN top-hit sequences in the clustered GeoSymbio together with their NCBI accession numbers. Finally, exactly the same DNA sequences were clustered using CDHIT-EST (Li and Godzik, <xref ref-type="bibr" rid="B26">2006</xref>) with option &#x0201C;&#x02013;c 1.&#x0201D; For identification of <italic>Symbiodinium</italic> types from eDNA and each <italic>Acropora</italic> colony, ITS-2 gene sequences flanking the Sym28Sr primer were subjected to chimera filtering (Edgar, in review) using the database and aligned to the <italic>Symbiodinium</italic> ITS-2 database using BLASTN (Camacho et al., <xref ref-type="bibr" rid="B6">2009</xref>) with an e-value cutoff of 1e<sup>&#x02212;100</sup>. Output files were stringently filtered and the number of valid alignments that ensure all of the following criteria were counted (details are available on Supplementary Materials); (1) percent identity &#x02265; 98% as there might be <italic>Symbiodinium</italic> types that are not included in the NCBI database; (2) the BLASTN bit score of the best alignment must be greater than the second-best alignment.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Assembling the complete mitochondrial genomes of <italic>Acropora</italic> corals and identifying major types of symbiotic <italic>Symbiodinium</italic></title>
<p>We isolated genomic DNA from tissues taken from each of 63 colonies, containing DNA from both <italic>Acropora</italic> and <italic>Symbiodinium</italic>, except for <italic>A. digitifera</italic>, from which we failed to isolate useful DNA. We successfully assembled complete (circular) mitochondrial genomes of all species (accession numbers: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LC201813">LC201813</ext-link>&#x02014;<ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="LC201870">LC201870</ext-link>) (Table <xref ref-type="supplementary-material" rid="SM1">S1</xref>). We identified putative mtCR in the assembled mitochondrial genomes and used these to create a database comprised 14 mtCR types (Table <xref ref-type="supplementary-material" rid="SM3">S3</xref>).</p>
<p>For development of a <italic>Symbiodinium</italic> ITS-2 database, 5,962 DNA sequences of possible <italic>Symbiodinium</italic> ITS-2 were downloaded from NCBI, annotated using GeoSymbio database, and exactly the same DNA sequences were clustered. Then, we prepared a <italic>Symbiodinium</italic> ITS-2 database containing 2,352 non-redundant sequences. Using the latter database, we identified major types of <italic>Symbiodinium</italic> from each colony (Figure <xref ref-type="fig" rid="F2">2</xref>). Most colonies exclusively harbored clade C (99.96% of total valid alignments, 4533872 out of 4535626, Figure <xref ref-type="fig" rid="F2">2</xref> and Supplementary Material), but clade D was also a major symbiont in some colonies (e.g., D1 and D1a in <italic>A. tenuis</italic> ten3 and ten12 colonies, Figure <xref ref-type="fig" rid="F2">2</xref>). Interestingly, C50 is the most major in most colonies in shallow-water <italic>Acropora</italic> in Tank 1, although C3d_C21 occurred in half of Tank 2 <italic>Acropora</italic> colonies (Figure <xref ref-type="fig" rid="F2">2</xref>).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Numbers of ITS-2 types detected by PCR using r18Sf and Sym28Sr primers for identifying symbiotic <italic>Symbiodinium</italic> types in each <italic>Acropora</italic> colony. ITS-2 types that share the same GeoSymbio names in the database were summed (raw numbers of valid alignments are available in Supplementary Material). Numbers of valid alignment were shown at log2 scale and colored. ITS-2 types belonging to the same clade (C or D) are separated. ITS-2 types in red were not detected from eDNA (see Figure <xref ref-type="fig" rid="F4">4</xref>).</p></caption>
<graphic xlink:href="fmars-05-00028-g0002.tif"/>
</fig>
</sec>
<sec>
<title>Identification of <italic>Acropora</italic> corals from eDNA in seawater</title>
<p>After culturing corals for 2 days, we isolated eDNA from both inlet and outlet seawater. We performed PCR to amplify <italic>Acropora</italic> mtCR and the <italic>Symbiodinium</italic> ITS-2 region (Figure <xref ref-type="supplementary-material" rid="SM6">S1</xref>). Although all PCR products using <italic>Symbiodinium</italic> primers could be identified, some PCR products of <italic>Acropora</italic> mtCR were not visible by electrophoresis. However, we did isolate DNA from all <italic>Acropora</italic> mtCR PCR products (Tank 1 outlet: 8.4 ng/&#x003BC;L, Tank 2 outlet: 4.3 ng/&#x003BC;L, Tank 1 inlet: 4.6 ng/&#x003BC;L, Tank 2 inlet: 4.5 ng/&#x003BC;L, respectively) and successfully prepared Illumina sequencing libraries for all samples (Figure <xref ref-type="supplementary-material" rid="SM6">S1</xref>). These ten amplicon samples, including two positive controls (<italic>A. echinata</italic> and <italic>Symbiodinium</italic> culture strain CCMP2466), were multiplexed and sequenced (Table <xref ref-type="table" rid="T2">2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Summary of sequencing of PCR amplicons from eDNA in culturing tanks (Tank 1 and Tank 2) and positive controls for <italic>Acropora</italic> and <italic>Symbiodinium</italic> (isolated DNAs of <italic>Acropora echinata</italic> and cultured clade C <italic>Symbiodinium</italic> CCMP2466, respectively).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Sample name</bold></th>
<th valign="top" align="left"><bold>Number of raw sequence pairs (basepair)</bold></th>
<th valign="top" align="center"><bold>Number of quality trimmed and chimera removal sequences</bold></th>
<th valign="top" align="center"><bold>Number of aligned sequences to the database (BLASTN, e-value &#x0003C; 1e<sup>&#x02212;100</sup>)</bold></th>
<th valign="top" align="center"><bold>Number of valid alignment</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>Acropora echinata</italic> DNA</td>
<td valign="top" align="left">611664 (376582569 bp)</td>
<td valign="top" align="center">248162</td>
<td valign="top" align="center">245331</td>
<td valign="top" align="center">35662</td>
</tr>
<tr>
<td valign="top" align="left">Acropora-1 (Tank 1 outlet)</td>
<td valign="top" align="left">575413 (352350985 bp)</td>
<td valign="top" align="center">213996</td>
<td valign="top" align="center">212207</td>
<td valign="top" align="center">67971</td>
</tr>
<tr>
<td valign="top" align="left">Acropora-2 (Tank 2 outlet)</td>
<td valign="top" align="left">743548 (454706122 bp)</td>
<td valign="top" align="center">266882</td>
<td valign="top" align="center">263520</td>
<td valign="top" align="center">52449</td>
</tr>
<tr>
<td valign="top" align="left">Acropora-3 (Tank 1 inlet)</td>
<td valign="top" align="left">645400 (312578543 bp)</td>
<td valign="top" align="center">600</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">Acropora-4 (Tank 2 inlet)</td>
<td valign="top" align="left">658164 (334083049 bp)</td>
<td valign="top" align="center">2888</td>
<td valign="top" align="center">1642</td>
<td valign="top" align="center">411</td>
</tr>
<tr>
<td valign="top" align="left">Clade C Symbiodinium (CCMP2466)</td>
<td valign="top" align="left">954817 (586923250 bp)</td>
<td valign="top" align="center">251453</td>
<td valign="top" align="center">423560</td>
<td valign="top" align="center">309108</td>
</tr>
<tr>
<td valign="top" align="left">Symbiodinium-1 (Tank 1 outlet)</td>
<td valign="top" align="left">582922 (358869403 bp)</td>
<td valign="top" align="center">257035</td>
<td valign="top" align="center">217861</td>
<td valign="top" align="center">124223</td>
</tr>
<tr>
<td valign="top" align="left">Symbiodinium-2 (Tank 2 outlet)</td>
<td valign="top" align="left">586197 (360725736 bp)</td>
<td valign="top" align="center">202786</td>
<td valign="top" align="center">228327</td>
<td valign="top" align="center">124375</td>
</tr>
<tr>
<td valign="top" align="left">Symbiodinium-3 (Tank 1 inlet)</td>
<td valign="top" align="left">682968 (396295801 bp)</td>
<td valign="top" align="center">206604</td>
<td valign="top" align="center">66946</td>
<td valign="top" align="center">36748</td>
</tr>
<tr>
<td valign="top" align="left">Symbiodinium-4 (Tank 2 inlet)</td>
<td valign="top" align="left">688667 (415307055 bp)</td>
<td valign="top" align="center">436168</td>
<td valign="top" align="center">53358</td>
<td valign="top" align="center">38918</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>As mtCR sequences are highly conserved among <italic>Acropora</italic> corals (Tables <xref ref-type="supplementary-material" rid="SM2">S2</xref>&#x02013;<xref ref-type="supplementary-material" rid="SM4">S4</xref>), most sequences mapped to more than two sequences in the databases. Thus, we subsequently filtered mapping output so as to count only valid alignments to the database. In the positive control of <italic>A. echinata</italic> DNA PCR amplicon, 99.1% of valid alignments (35339 of 35662) were correctly assigned to <italic>Acropora</italic> sp. (Figure <xref ref-type="fig" rid="F3">3</xref>), indicating that our filtering method worked properly. As expected, few valid alignments from inlet water of Tank 1 and Tank 2 were detected (Table <xref ref-type="supplementary-material" rid="SM5">S5</xref>). We identified all 14 mtCR types in the database, although only a single valid alignment for car1 (<italic>A. carduus</italic>) was detected (Figure <xref ref-type="fig" rid="F3">3A</xref>). The most abundant mtCR types in Tank 1 included <italic>A. tenuis</italic> (Figure <xref ref-type="fig" rid="F3">3A</xref>), probably reflecting 15 <italic>A. tenuis</italic> colonies in the tank (Table <xref ref-type="table" rid="T1">1</xref>). In Tank 2, mtCR sequences from <italic>Acropora</italic> sp. and <italic>A. echinata</italic> were detected more frequently than <italic>A. awi</italic> (Figure <xref ref-type="fig" rid="F3">3</xref>). However, although coral species in Tank 1 and Tank 2 were different, a small proportion of alignments to some mtCR types of coral species that did not exist in each Tank were detected in outlet water of both tanks (Tank 1: 0.05%; 40 out of 67971, Tank 2: 0.8%; 440 out of 52449, Figure <xref ref-type="fig" rid="F3">3</xref> in red colors). In inlet water of Tanks 1 and 2, few valid alignments were observed (Figure <xref ref-type="fig" rid="F3">3</xref>). The proportions of valid alignments of each mtCR types to the total numbers of valid alignments and proportions of weights of corals (Figure <xref ref-type="fig" rid="F3">3B</xref>, Table <xref ref-type="supplementary-material" rid="SM5">S5</xref>) were positively correlated in both tanks (regression analysis, <italic>R</italic><sup>2</sup> &#x0003D; 0.7793, <italic>p</italic>-value &#x0003C; 0.001), in Tank 1 (regression analysis, <italic>R</italic><sup>2</sup> &#x0003D; 0.9807, <italic>p</italic>-value &#x0003C; 0.001) and in Tank 2 (regression analysis, <italic>R</italic><sup>2</sup> &#x0003D; 0.5985, <italic>p</italic>-value &#x0003C; 0.01), respectively, suggesting that proportions of DNA sequences reflect the proportions of coral types in surrounding water. In addition, the number of sequences and weights of corals (Figure <xref ref-type="fig" rid="F3">3C</xref>, Table <xref ref-type="supplementary-material" rid="SM5">S5</xref>) were positively, but not strongly correlated in both tanks (regression analysis, <italic>R</italic><sup>2</sup> &#x0003D; 0.6371, <italic>p</italic>-value &#x0003C; 0.01), in Tank 1 (regression analysis, <italic>R</italic><sup>2</sup> &#x0003D; 0.6923, <italic>p</italic>-value &#x0003C; 0.01), and in Tank 2 (regression analysis, <italic>R</italic><sup>2</sup> &#x0003D; 0.7109, <italic>p</italic>-value &#x0003C; 0.01), respectively. We detected coral colonies heavier than 0.04 kg (e.g., <italic>A. microphthalma</italic> deeper-morph: 0.04 kg in Tank 1, Table <xref ref-type="table" rid="T1">1</xref>). Overall, the calculated average number of valid alignments per kg (Table <xref ref-type="supplementary-material" rid="SM5">S5</xref>) was 6145 &#x000B1; 7058 (<italic>R</italic><sup>2</sup> &#x0003D; 0.7962, <italic>p</italic> &#x0003C; 0.001), while for <italic>Acropora</italic> species in Tank 1 it was 3389 &#x000B1; 2895 (<italic>R</italic><sup>2</sup> &#x0003D; 0.987, <italic>p</italic> &#x0003C; 0.001) and in Tank 2 it was 13492 &#x000B1; 10411 (<italic>R</italic><sup>2</sup> &#x0003D; 0.5658, <italic>p</italic> &#x0003C; 0.05).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>(A)</bold> The number of <italic>Acropora</italic> mtCR types detected from eDNA and <italic>Acropora echinata</italic> DNA as a positive control. Numbers of valid alignment are shown at log2 scale and colored. IDs of the 300 bp flanking the RNS2 primer sequence in the mtCR are identical are concatenated. Numbers of mtCR types that did not exist in either Tank 1 or Tank 2 outlet are shown in red. <bold>(B)</bold> Log-transformed proportions of coral masses of each mtCR types to the total weights of the all corals in seawater in kg (Table <xref ref-type="table" rid="T1">1</xref>) and proportions of numbers of valid alignments from each mtCR type to the total numbers of alignments in both tanks, Tanks 1 and 2 shown in a scatter plot. <bold>(C)</bold> Log-transformed coral masses determined in seawater in kg (Table <xref ref-type="table" rid="T1">1</xref>) and numbers of sequence reads identified from each mtCR type in both tanks, Tanks 1 and 2 shown in a scatter plot. Dots and regression lines of both tanks in the scatter plot are shown in black, red, and blue, respectively. mtCR types from the same species or different species sharing same mtCR sequences are clustered.</p></caption>
<graphic xlink:href="fmars-05-00028-g0003.tif"/>
</fig>
</sec>
<sec>
<title>Identification of <italic>Symbiodinium</italic> types from eDNA in seawater</title>
<p>In the positive control of <italic>Symbiodinium</italic> CCMP2466 (clade C, type C1) PCR amplicon, 97.23% of valid aliments were correctly assigned to C1 types (C1 and C1ca_C1b_C1e, Figure <xref ref-type="fig" rid="F4">4</xref>), indicating that our bioinformatics filtering worked properly for <italic>Symbiodinium</italic> as well. Clade C, the major symbiotic <italic>Symbiodinium</italic> clade in the corals used (Figure <xref ref-type="fig" rid="F2">2</xref>), was detected in both tanks (Figure <xref ref-type="fig" rid="F4">4</xref>). The most abundant clade C type detected was C50 in Tank 1 and C3d_C21 in Tank 2, respectively, possibly reflecting abundant clade C types of the <italic>Acropora</italic> corals in each tank (Tank 1: C50, Tank 2: C3d_C21, Figure <xref ref-type="fig" rid="F2">2</xref>). We were not able to detect some clade C types that were identified from the corals; however, the total number of valid alignments of these types comprised only &#x0007E;1% of total alignments (46314 out of 4535626) of symbiotic <italic>Symbiodinium</italic> in the <italic>Acropora</italic> corals (Figure <xref ref-type="fig" rid="F2">2</xref>, Supplementary Materials), indicating that these were minor types of clade C symbiont, which could not be detected in seawater. Although clade C types were exclusively detected from <italic>Acropora</italic> colonies, those in outlet water were low (Tank 1: 35.6%; 44178 out of 36748, Tank 2: 89.3%; 111107 out of 124375). We detected considerable number of clade D types in outlet water of both Tanks 1 and 2 (Figure <xref ref-type="fig" rid="F4">4</xref>). Within clade D, D1 was the most abundant in both tanks, possibly reflecting more D1 symbionts in the corals (Figure <xref ref-type="fig" rid="F2">2</xref>). We also detected other clade D and clade A types, which were not detected in the <italic>Acropora</italic> corals used in this study (Figure <xref ref-type="fig" rid="F2">2</xref>), from both outlet and inlet seawater. In outlet water, only small numbers of valid alignments originated from ITS-2 types that were not detected in <italic>Acropora</italic> corals (Figure <xref ref-type="fig" rid="F2">2</xref> and Supplementary Materials, Tank 1: 1%; 1003 out of 124223, Tank 2: 3.2%; 4026 out of 124375), albeit in inlet water, large proportions of valid alignments originated from ITS-2 types that were not detected in the corals (Figure <xref ref-type="fig" rid="F2">2</xref> and Supplementary Materials, Tank 1: 51.7%; 19005 out of 36748, Tank 2: 99.8%; 38821 out of 38918). In inlet water detected ITS-2 types were considerably different between Tanks 1 and 2 (Figure <xref ref-type="fig" rid="F4">4</xref>). For example, some abundant types in Tank 1 inlet water (A2-ISS-C2-Sy and D5) were not detected in Tank 2 inlet water, whereas A3 and F4.4b were abundant types in Tank 2 inlet water (Figure <xref ref-type="fig" rid="F4">4</xref>).</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>The number of <italic>Symbiodinium</italic> ITS-2 types detected by eDNA PCR amplicon sequencing and CCMP2466 as a positive control. ITS-2 types that share the same GeoSymbio names in the database were summed (raw numbers of valid alignments are available in Supplementary Materials). ITS-2 types belonging to the same clade (A, C, or D) are separated and ITS-2 types in red indicate that these were not detected in the <italic>Acropora</italic> colonies used in this study (Figure <xref ref-type="fig" rid="F2">2</xref>).</p></caption>
<graphic xlink:href="fmars-05-00028-g0004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In this study, we succeeded in simultaneously detecting both <italic>Acropora</italic> corals and <italic>Symbiodinium</italic> from eDNA isolated from aquaria with running seawater. Considering that this was the first attempt to detect <italic>Acropora</italic> coral eDNA from seawater, these results suggest a possible new technique for estimation of coral cover and species composition by analyzing small amounts of seawater in the field. In addition, the simultaneous detection of eDNA of <italic>Symbiodinium</italic> suggested that this technique might be applicable to monitoring not only coral distributions, but also their symbionts at the same time.</p>
<p>Successful detection of <italic>Acropora</italic> colonies with masses &#x02265;0.04 kg in this study suggests that this method might be able to detect an <italic>Acropora</italic> colony &#x02265;1 kg/12,000 L in seawater (0.04 kg/480 L of seawater in Tank 1). This means that existence of at least one adult <italic>Acropora</italic> colony (&#x0007E;30 cm diameter &#x0003D; 1 kg) per m<sup>2</sup> in water shallower than 10 m could be detected by eDNA in the field. However, the sensitivity of <italic>Acropora</italic> coral detection from eDNA could vary between species. Although there were almost identical masses for each of the three species in Tank 2 (<italic>A. echinata, Acropora</italic> sp., and <italic>A. awi</italic>), the number of valid alignments for <italic>A. awi</italic> was smaller than other two species (Figure <xref ref-type="fig" rid="F4">4</xref>, Table <xref ref-type="supplementary-material" rid="SM5">S5</xref>). Mucus production rates of corals vary greatly (Nakajima and Tanaka, <xref ref-type="bibr" rid="B33">2014</xref>) and this might affect the sensitivity toward each <italic>Acropora</italic> species. Differences in the calculated average number of valid alignments per kg (Table <xref ref-type="supplementary-material" rid="SM5">S5</xref>) between the two tanks indicate that estimation of <italic>Acropora</italic> corals masses from eDNA might be possible, but accuracy depends on each <italic>Acropora</italic> species.</p>
<p><italic>Acropora</italic> sequences were detected from eDNA isolated from inlet water (Figure <xref ref-type="fig" rid="F3">3A</xref>), suggesting that these might originate from neighboring coral reefs. Running seawater at Seikai National Fisheries Research Institute comes from Urasoko Bay, where <italic>Acropora</italic> corals once maintained 20&#x02013;60% coverage (Suzuki et al., <xref ref-type="bibr" rid="B53">2012a</xref>), but were seriously damaged due to an outbreak of crown-of-thorns starfish, <italic>Acanthaster planci</italic>, in 2012 (Suzuki et al., <xref ref-type="bibr" rid="B55">2012b</xref>). Therefore, the amount of <italic>Acropora</italic> eDNA contained in flowing seawater could be small. <italic>Acropora</italic> corals observed around the marine station were <italic>A. selago, A. muricata</italic>, and <italic>A. nasuta</italic> and their coverage was less than 1% (Suzuki et al., <xref ref-type="bibr" rid="B53">2012a</xref>). Although some of the minor reads mapping to the mtCR database from inlet pipes might have originated from minor contaminants or artifacts from other samples, all of the observed <italic>Acropora</italic> species naturally occurring near the research institute were detected from inlet pipes (Figure <xref ref-type="fig" rid="F3">3</xref>), suggesting that these reads possibly originated from outer reefs and this technology could detect small amounts of <italic>Acropora</italic> DNA in seawater. There are still some difficulties in applying eDNA techniques to monitoring coral reefs, e.g., lack of suitable DNA markers for corals and reference DNA databases. In this study, it was not clear that we could distinguish DNA sequences from all colonies due to the high conservation and slow evolution of mitochondrial DNA in anthozoan cnidarians, including scleractinian corals (Shearer et al., <xref ref-type="bibr" rid="B45">2002</xref>). For example, mtCR sequences of <italic>A. grandis, A. intermedia</italic>, and <italic>A. awi</italic> are same (Table <xref ref-type="supplementary-material" rid="SM2">S2</xref>). Thus, additional markers for nuclear DNA will be needed to reliably identify <italic>Acropora</italic> species using eDNA, specifically markers that are more variable than mitochondrial DNA (Ladner and Palumbi, <xref ref-type="bibr" rid="B21">2012</xref>; Suzuki et al., <xref ref-type="bibr" rid="B56">2016</xref>), although nuclear DNA of marine organisms is usually present at low concentrations and is rapidly degraded in seawater (Rees et al., <xref ref-type="bibr" rid="B41">2014</xref>). However, the success of using a nuclear DNA marker (e.g., internal transcribed spacer 1) to detect common carp from eDNA has recently been reported (Minamoto et al., <xref ref-type="bibr" rid="B31">2016</xref>), implying that it might be possible to employ nuclear markers for identifying corals from seawater. An additional problem is that species that are not in the database cannot be detected. Species identification from eDNA depends upon completeness of the reference database and enhancement of a coral DNA database will be required for more precise coral species detection and identification.</p>
<p>In a previous study, detection of <italic>Symbiodinium</italic> DNA from seawater was complicated by the low primer specificity (Pochon et al., <xref ref-type="bibr" rid="B38">2010</xref>). In this study, we used r18Sf and Sym28Sr primers (Yamashita and Koike, <xref ref-type="bibr" rid="B65">2013</xref>) that were used for amplifying <italic>Symbiodinium</italic> DNA from environmental samples (Yamashita et al., <xref ref-type="bibr" rid="B67">2013</xref>, <xref ref-type="bibr" rid="B68">2014</xref>). This primer set could be used not only for analyzing <italic>Symbiodinium</italic> within host animals, but also for detecting free-living state <italic>Symbiodinium</italic> in coral reef environments (Yamashita and Koike, <xref ref-type="bibr" rid="B65">2013</xref>; Yamashita et al., <xref ref-type="bibr" rid="B67">2013</xref>, <xref ref-type="bibr" rid="B68">2014</xref>). As hoped, major types of <italic>Symbiodinium</italic> symbionts in corals used in this study were detected from eDNA in outlet water. Most valid alignments in outlet water were assigned to ITS-2 types detected from <italic>Acropora</italic> corals (Figures <xref ref-type="fig" rid="F2">2</xref>, <xref ref-type="fig" rid="F4">4</xref>, Supplementary Materials, Tank 1: 99%, Tank 2: 96.7%), suggesting that it would be possible to detect most coral symbiont types from seawater, if <italic>Acropora</italic> corals exist nearby. However, eDNA abundance did not correlate well with frequencies of the major <italic>Symbiodinium</italic> types of the corals used in this study. For example, clade C types were exclusively detected from <italic>Acropora</italic> colonies, but not from outlet water of both Tanks 1 and 2, indicating that quantification of <italic>Symbiodinium</italic> types is presently difficult. It might be due to a failure to detect minor symbiotic <italic>Symbiodinium</italic> types in <italic>Acropora</italic> corals (Figure <xref ref-type="fig" rid="F2">2</xref>) or to significant copy number differences of the ITS-2 gene among <italic>Symbiodinium</italic> types. Indeed, it is reported that there are thousands of copies of ITS regions in <italic>Symbiodinium</italic> genomes and copy numbers of ITS1 in clade D are &#x0007E;3x higher than in clade C (Mieog et al., <xref ref-type="bibr" rid="B30">2007</xref>). These might be major factors accounting for the inconsistency between sequence reads and major <italic>Symbiodinium</italic> types.</p>
<p>The primer set r18Sf and Sym28Sr can detect even relatively rare <italic>Symbiodinium</italic> clades in coral reef environments (Yamashita and Koike, <xref ref-type="bibr" rid="B65">2013</xref>; Yamashita et al., <xref ref-type="bibr" rid="B67">2013</xref>, <xref ref-type="bibr" rid="B68">2014</xref>). Thus, the primer set was powerful enough to amplify the ITS-2 gene from low concentrations of <italic>Symbiodinium</italic> cells. In our experiments, clade A was detected in both inlets and clade D types that were not major coral symbionts in the coral used in this study (Figure <xref ref-type="fig" rid="F2">2</xref>) were identified in the Tank 1 inlet. Likewise, clade F was detected in the Tank 2 inlet (Figure <xref ref-type="fig" rid="F4">4</xref>). Clade F is a common foraminiferan symbiont in the tropical and subtropical Indo-Pacific and Caribbean Oceans (Pochon and Pawlowski, <xref ref-type="bibr" rid="B37">2006</xref>), but was previously detected in corals (Lien et al., <xref ref-type="bibr" rid="B27">2012</xref>). The detection of different <italic>Symbiodinium</italic> types in inlet water for the two tanks probably stems from different cell types between two inlets and the great sensitivity of the technique. Chance events involving the distribution of individual <italic>Symbiodinium</italic> cells to the two tanks were potentially able to bias the results. Therefore, it should be taken into account that both free-living state <italic>Symbiodinium</italic>, as well as coral symbionts are thoroughly mixed in the water column and regular, continuous observation of symbiotic <italic>Symbiodinium</italic> in corals under different environmental conditions would be necessary for assessing diverse coral reef environments.</p>
<p>In this study, we demonstrate that detection of nearby coral species and their symbiotic algae is feasible in coral reef environments using eDNA isolated from seawater. With high-quality molecular markers and an extensive database, we could perform more precise, detailed monitoring of coral reef ecosystems, including corals, symbionts, and other organisms. Coral damage and recovery after bleaching or severe storms varies even at small spatial scales, depending on reef environmental conditions, such as reef topology and seawater temperature. It is expected that high-frequency, high-density monitoring will enable us to establish effective conservation strategies. We hope that eDNA technology may become a powerful tool for conservation management of coral reefs in the future.</p>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>CS, HY, and GS: conceptualization and commencement of the study. YZ and GS: Animal collection and <italic>Acropora</italic> species identification. HY and GS: Coral culturing, environmental DNA isolation, and PCR amplification. MiK and MaK: Preparation of sequencing libraries and producing sequencing data. NS provide sequencing reagents and facilities. CS analyzed the data and wrote the main manuscript text, and all authors edited and approved the manuscript.</p>
<sec>
<title>Conflict of interest statement</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>
</body>
<back>
<ack>
<p>This study was supported by JSPS KAKENHI grants (17KT0027, 17K07949 and 26290065 for CS, 17K15179 for YZ, 26291094 for HY, 15H04538 for GS). We thank Dr. Steven D. Aird (OIST) for editing the manuscript.</p>
</ack>
<sec sec-type="supplementary-material" id="s6">
<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.2018.00028/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2018.00028/full#supplementary-material</ext-link></p>
<p>Supplementary Materials: Five files and directories (Supplementary_Fig-Table.pdf, Perl_scripts, Database, Commands.doc and Sym_num-valid-alignments.xlsx) are included.</p>
<p>Explanation of files:</p>
<p>Supplementary_Fig-Table.pdf: Supplementary Figures and Tables shown in PDF format.</p>
<p>Commands.doc: bioinformatics commands that we used in this study.</p>
<p>Sym_num-valid-alignments.xlsx: Actual numbers of valid alignments used in Figures <xref ref-type="fig" rid="F2">2</xref>, <xref ref-type="fig" rid="F4">4</xref>.</p>
<p>Perl_scripts: custom perl scripts used in this study.</p>
<p>Database: Fasta files used for BLASTN databases (<italic>Acropora</italic>: RNS2_acropora.fa, <italic>Symbiodinium</italic>: sym-ITS-2_NCBI-GeoSym.fa) in this study.</p>
<supplementary-material xlink:href="DataSheet1.zip" id="SM6" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Figure S1</label>
<caption><p>Electrophoresis of PCR amplicons from eDNA. These were used for library preparation (total amounts of DNA used are shown) and sequenced with a MiSeq (300-bp paired-end libraries). A 100-bp DNA Ladder (TaKaRa, code 3422) was used to determine DNA marker sizes. Amplicon sizes of positive controls (<italic>Acropora ehinata</italic> and cultured clade C <italic>Symbiodinium</italic> CCMP2466) are 935 and 676 bp, respectively.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.zip" id="SM7" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Figure S2</label>
<caption><p>Rate of identical nucleotides in 60-bp sliding window of aligned mitochondrial genomes of <italic>Acropora</italic> corals used in this study. mtCR and RNS2 and GR primer flanking sequences are shown.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.zip" id="SM1" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Table S1</label>
<caption><p>Shotgun sequencing data (HiSeq2500, 250-bp paired-end libraries) from coral colonies used in this study. Abbreviations are same as Table <xref ref-type="table" rid="T1">1</xref>.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.zip" id="SM2" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Table S2</label>
<caption><p>Percent identity of mtCR sequences to the most similar sequence within the database used in this study. Abbreviations are same as Table <xref ref-type="table" rid="T1">1</xref>.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.zip" id="SM3" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Table S3</label>
<caption><p>Percent identities of 300 bp flanking the RNS2 primer to the most similar mtCR sequence in the corals used in this study.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.zip" id="SM4" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Table S4</label>
<caption><p>Percent identities of 300 bp flanking the GR primer to the most similar mtCR sequence in the corals used in this study.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.zip" id="SM5" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Table S5</label>
<caption><p>Weight in water and number of valid alignments of <italic>Acropora</italic> species used in this study.</p></caption>
</supplementary-material>
</sec>
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