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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2017.02487</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Temperature-Driven Local Acclimatization of <italic>Symbiodnium</italic> Hosted by the Coral <italic>Galaxea fascicularis</italic> at Hainan Island, China</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Zhou</surname> <given-names>Guowei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/289685/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Cai</surname> <given-names>Lin</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/202436/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Yuanchao</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/441971/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tong</surname> <given-names>Haoya</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/434725/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jiang</surname> <given-names>Lei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Yuyang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Lei</surname> <given-names>Xinming</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Guo</surname> <given-names>Minglan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/441720/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Sheng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Qian</surname> <given-names>Pei-Yuan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/88941/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Huang</surname> <given-names>Hui</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>&#x002A;</sup></xref>
</contrib></contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of Tropical Marine Bio-resources and Ecology, Guangdong Provincial Key Laboratory of Applied Marine Biology, South China Sea Institute of Oceanology, Chinese Academy of Sciences</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Tropical Marine Biological Research Station in Hainan, Sanya Joint Laboratory of Marine Science Research, Chinese Academy of Sciences</institution>, <addr-line>Sanya</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Shenzhen Research Institute and Division of Life Science, Hong Kong University of Science and Technology</institution>, <addr-line>Hong Kong</addr-line>, <country>Hong Kong</country></aff>
<aff id="aff4"><sup>4</sup><institution>Hainan Academy of Ocean and Fisheries Sciences</institution>, <addr-line>Haikou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <italic>Senjie Lin, University of Connecticut, United States</italic></p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <italic>Shelby E. McIlroy, University of Hong Kong, Hong Kong; Tuo Shi, Xiamen University, China</italic></p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x002A;Correspondence: <italic>Pei-Yuan Qian, <email>boqianpy@ust.hk</email> Hui Huang, <email>huanghui@scsio.ac.cn</email></italic></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Aquatic Microbiology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>12</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>2487</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>05</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>11</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2017 Zhou, Cai, Li, Tong, Jiang, Zhang, Lei, Guo, Liu, Qian and Huang.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Zhou, Cai, Li, Tong, Jiang, Zhang, Lei, Guo, Liu, Qian and Huang</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) or licensor 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>The success of coral reef ecosystems largely depends on mutualistic symbiosis between scleractinian corals and the dinoflagellate photosymbiont <italic>Symbiodinium</italic> spp. However, further investigation is needed to elucidate the flexibility of coral-algae associations in response to environmental changes. In this study, we applied a molecular method (high-throughput internal transcribed spacer 2 region of ribosomal RNA gene amplicon sequencing) to explore diversity and flexibility of <italic>Symbiodinium</italic> associated with <italic>Galaxea fascicularis</italic>, an ecologically important scleractinian coral species collected at five locations around Hainan Island, South China Sea. The results revealed a high diversity of <italic>Symbiodinium</italic> subclades with C2r and D17 being dominant in <italic>G. fascicularis</italic>. Clade D <italic>Symbiodinium</italic> occurred most frequently in habitats where the annual average sea surface temperatures are the highest, suggesting that temperature is an important factor in determining <italic>Symbiodinium</italic> D abundance in <italic>G. fascicularis</italic>. The distribution of coral-<italic>Symbiodinium</italic> associations are possibly mediated by trade-off mechanisms which change the relative abundance of <italic>Symbiodinium</italic> clades/subclades under different environmental conditions. These findings provide further evidence that reef-building corals such as <italic>G. fascicularis</italic> can shuffle their symbionts to cope with environmental changes, and have implications for our understanding of the ecology of flexible coral-algal symbiosis.</p>
</abstract>
<kwd-group>
<kwd>coral</kwd>
<kwd><italic>Symbiodinium</italic></kwd>
<kwd>symbiosis</kwd>
<kwd>diversity</kwd>
<kwd>flexibility</kwd>
</kwd-group>
<contract-num rid="cn001">U1301232</contract-num>
<contract-num rid="cn001">U1301232</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="59"/>
<page-count count="9"/>
<word-count count="0"/>
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</front>
<body>
<sec><title>Introduction</title>
<p>The success of coral reef ecosystems in oligotrophic ocean depends largely on mutualistic symbioses between reef-building corals and photosymbiontic algae of the genus <italic>Symbiodinium</italic> (zooxanthellae). <italic>Symbiodinium</italic> is comprised of nine phylogenetic clades (A&#x2013;I), each containing multiple genetically distinct subclades or species (<xref ref-type="bibr" rid="B4">Baker, 2003</xref>; <xref ref-type="bibr" rid="B42">Pochon and Gates, 2010</xref>). Reef-building corals readily form associations with clades A&#x2013;D <italic>Symbiodinium</italic>, but partnerships with clades F and G have also been reported (<xref ref-type="bibr" rid="B26">Lajeunesse, 2001</xref>; <xref ref-type="bibr" rid="B4">Baker, 2003</xref>; <xref ref-type="bibr" rid="B28">Lajeunesse et al., 2010a</xref>). The functional and physiological diversity within <italic>Symbiodinium</italic> (<xref ref-type="bibr" rid="B49">Tchernov et al., 2004</xref>; <xref ref-type="bibr" rid="B10">Brading et al., 2011</xref>) strongly affects the response of coral holobionts to environmental disturbances. Heat tolerant <italic>Symbiodinium</italic> in clade D, for example, may strengthen the thermal tolerance of corals exposed to heat stress (<xref ref-type="bibr" rid="B7">Berkelmans and Van Oppen, 2006</xref>; <xref ref-type="bibr" rid="B30">Lajeunesse et al., 2009</xref>; <xref ref-type="bibr" rid="B25">Keshavmurthy et al., 2012</xref>). Therefore, reef-building corals that harbor multiple ecologically distinct <italic>Symbiodinium</italic> clades or types are expected to be flexible and have more opportunities to cope with environmental change (<xref ref-type="bibr" rid="B4">Baker, 2003</xref>; <xref ref-type="bibr" rid="B35">Little et al., 2004</xref>; <xref ref-type="bibr" rid="B7">Berkelmans and Van Oppen, 2006</xref>) or mediate their sensitivity to stress (<xref ref-type="bibr" rid="B43">Putnam et al., 2012</xref>).</p>
<p>Coral reefs are in serious decline worldwide as a result of global warming and anthropogenic activities (<xref ref-type="bibr" rid="B41">Pandolfi et al., 2011</xref>). However, it has been hypothesized that corals could adapt to environmental perturbations by either shuffling existing symbionts or switching to novel symbionts (<xref ref-type="bibr" rid="B12">Buddemeier and Fautin, 1993</xref>; <xref ref-type="bibr" rid="B4">Baker, 2003</xref>; <xref ref-type="bibr" rid="B5">Baker et al., 2004</xref>). Knowing whether corals can associate flexibly with a range of symbionts is a necessary prerequisite to test this hypothesis. Changes in the symbiont communities associated with scleractinan corals have been observed following disturbance and are presumed to be an important mechanism for acclimatization (<xref ref-type="bibr" rid="B23">Jones et al., 2008</xref>; <xref ref-type="bibr" rid="B48">Silverstein et al., 2015</xref>). For instance, an increase in <italic>Symbiodinium</italic> D1a has been previously reported following bleaching events in Pacific and Caribbean corals (<xref ref-type="bibr" rid="B5">Baker et al., 2004</xref>; <xref ref-type="bibr" rid="B30">Lajeunesse et al., 2009</xref>, <xref ref-type="bibr" rid="B29">2010b</xref>). Moreover, flexible symbiosis in conspecific and congeneric corals has been shown to be related to both depth and geographical distribution (<xref ref-type="bibr" rid="B46">Sampayo et al., 2007</xref>; <xref ref-type="bibr" rid="B28">Lajeunesse et al., 2010a</xref>; <xref ref-type="bibr" rid="B21">Huang et al., 2011</xref>; <xref ref-type="bibr" rid="B33">Lien et al., 2013</xref>).</p>
<p>Progress in surveying <italic>Symbiodinium</italic> diversity and ecology has considerably improved our understanding of the flexibility of coral-algae symbiosis (e.g., <xref ref-type="bibr" rid="B4">Baker, 2003</xref>; <xref ref-type="bibr" rid="B3">Baird et al., 2007</xref>; <xref ref-type="bibr" rid="B47">Silverstein et al., 2012</xref>). However, most previous studies only considered the dominant <italic>Symbiodinium</italic> types because of the limitations of conventional screening approaches (e.g., <xref ref-type="bibr" rid="B28">Lajeunesse et al., 2010a</xref>; <xref ref-type="bibr" rid="B57">Zhou and Huang, 2011</xref>). More recently, as high-resolution methods including quantitative PCR and next-generation DNA sequencing have been increasingly used (e.g., <xref ref-type="bibr" rid="B38">Mieog et al., 2009</xref>; <xref ref-type="bibr" rid="B2">Arif et al., 2014</xref>; <xref ref-type="bibr" rid="B9">Boulotte et al., 2016</xref>; <xref ref-type="bibr" rid="B59">Ziegler et al., 2017</xref>), evidence for some corals hosting unusual or rare <italic>Symbiodinium</italic> is increasing. These less common symbionts have the potential to influence the whole holobiont function, including bleaching resilience (<xref ref-type="bibr" rid="B38">Mieog et al., 2009</xref>; <xref ref-type="bibr" rid="B47">Silverstein et al., 2012</xref>; <xref ref-type="bibr" rid="B2">Arif et al., 2014</xref>; <xref ref-type="bibr" rid="B50">Thomas et al., 2014</xref>; <xref ref-type="bibr" rid="B15">Cunning et al., 2015c</xref>; <xref ref-type="bibr" rid="B9">Boulotte et al., 2016</xref>). Therefore, coral-algal symbioses may be more flexible than previously thought and need to be investigated urgently to provide a better understanding of how flexibility in coral holobionts enables them to cope with environmental changes.</p>
<p>The coral species <italic>Galaxea fascicularis</italic> (Linnaeus, 1767) is broadly distributed in the Indo-Pacific region and is an ecologically important species in the South China Sea. Each generation of <italic>G. fascicularis</italic> acquires symbiotic algae horizontally and harbors multiple <italic>Symbiodinium</italic> clades or types, commonly clades C and/or D (<xref ref-type="bibr" rid="B28">Lajeunesse et al., 2010a</xref>; <xref ref-type="bibr" rid="B21">Huang et al., 2011</xref>). Previous studies have shown that <italic>Symbiodinium</italic> associated with <italic>G. fascicularis</italic> is flexible with respect to both clades C and D at regional (<xref ref-type="bibr" rid="B21">Huang et al., 2011</xref>) and local scales (<xref ref-type="bibr" rid="B58">Zhou et al., 2012</xref>) in the South China Sea. However, coral-algal associations are also dependent on local physicochemical conditions (<xref ref-type="bibr" rid="B28">Lajeunesse et al., 2010a</xref>; <xref ref-type="bibr" rid="B20">Howells et al., 2012</xref>). Hainan Island is the largest island in the South China Sea and the coral reefs are affected by environmental conditions, such as coast and summer upwelling (<xref ref-type="bibr" rid="B22">Jing et al., 2015</xref>). In the present study, we investigated the <italic>Symbiodinium</italic> communities associated with <italic>G. fascicularis</italic> around Hainan Island using internal transcribed spacer 2 (ITS2) region of the ribosomal RNA gene amplicon sequencing to explore the diversity and flexibility of <italic>Symbiodinium</italic>. The result demonstrates that <italic>G. fascicularis</italic> at Hainan Island exhibits a high level of symbiont flexibility, and the changes in relative abundance of thermally tolerant <italic>Symbiodinium</italic> clade D associated with <italic>G. fascicularis</italic> are possibly driven by temperature. This finding implies that symbiont shuffling is likely a defensive mechanism of coral for local acclimatization to environmental changes.</p>
</sec>
<sec id="s1" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec><title>Sample Collection</title>
<p>Samples of the scleractinian coral <italic>G. fascicularis</italic> were collected at depths between 2 and 4 m from the coast of Hainan Island in the South China Sea in September 2010 (<bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold>). At each location, six to seven colonies separated by at least 5 m were collected and fragments of approximately 4 cm<sup>2</sup> were picked and preserved in 95% ethyl alcohol at field temperature and stored at -20&#x00B0;C until DNA extraction took place.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>A geographic map showing five sampling locations at Hainan Island, China. Red dots represent sampling sites.</p></caption>
<graphic xlink:href="fmicb-08-02487-g001.tif"/>
</fig>
</sec>
<sec><title>DNA Extraction and Amplicon Sequencing</title>
<p>Total DNA was extracted as described previously (<xref ref-type="bibr" rid="B58">Zhou et al., 2012</xref>). The quality and quantity of the DNA were determined with a NanoDrop spectrophotometer (Thermo Fisher Scientific, United States). Purified DNA samples were stored at -20&#x00B0;C for future use.</p>
<p>All samples were PCR amplified using a pair of barcoded <italic>Symbiodinium</italic>-specific primers: ITSintfor2 (5<sup>&#x2032;</sup>-GAATTGCAGAACTCCGTG-3<sup>&#x2032;</sup>) and ITS2-reverse (5<sup>&#x2032;</sup>-GGGATCCATATGCTTAAGTTCAGCGGGT-3<sup>&#x2032;</sup>) (<xref ref-type="bibr" rid="B31">Lajeunesse and Trench, 2000</xref>) targeting the ITS2 region of the ribosomal RNA gene for <italic>Symbiodinum.</italic> PCR amplification was carried out on a thermocycle controller (Bio-Rad, United States) with the following program: initial denaturing at 94&#x00B0;C for 5 min; 35 cycles at 94&#x00B0;C for 30 s, 51&#x00B0;C for 30 s, and 72&#x00B0;C for 30 s; and a final extension at 72&#x00B0;C for 5 min. All PCR products were purified using the Qiagen Agarose Gel DNA Purification Kit (Qiangen, China) and quantified with the NanoDrop spectrophotometer. All amplification products were mixed in equal amount followed by sequencing on an Illumina Miseq platform using the 2 &#x00D7; 300 bp mode at Novogene (Beijing, China). The raw data were submitted to the NCBI Sequence Read Archive under accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="SRP066283">SRP066283</ext-link>.</p>
</sec>
<sec><title>ITS2 Sequencing Data Processing</title>
<p>Overlapping paired-end reads were merged to obtain fragments using PEAR (<xref ref-type="bibr" rid="B55">Zhang et al., 2014</xref>). After de-multiplexing and quality control, a custom BLAST <italic>Symbiodinium</italic>-specific database of ITS2 types was downloaded (<xref ref-type="bibr" rid="B2">Arif et al., 2014</xref>), containing 408 ITS2 sequences. For each sample, datasets were randomly subsampled to 10,411 sequences (the lowest read number) which were subsequently searched against the database using BLASTn. Sequences were assigned to the ITS2 types that gave the highest identity in the BLASTn hits (<xref ref-type="bibr" rid="B52">Tong et al., 2017</xref>). The resulting counts of <italic>Symbiodinium</italic> ITS2 types were merged for downstream statistical analysis.</p>
</sec>
<sec><title>Environmental Data</title>
<p>Aqua-MODIS sea surface temperature (SST) and chlorophyll <italic>a</italic> concentration (Chl <italic>a</italic>) with a spatial resolution of 4 km at each sampling location from January 2006 to December 2010 were obtained from NASA<sup><xref ref-type="fn" rid="fn01">1</xref></sup>.</p>
</sec>
<sec><title>Statistical Analyses</title>
<p>The Shannon&#x2013;Wiener (H<sup>&#x2032;</sup>) diversity index was calculated to assess the level of alpha-diversity across samples from different locations. One-way analysis of variance and <italic>post hoc</italic> Tukey&#x2019;s HDS comparisons were conducted to test the significance of differences in diversity between sampling locations. The similarity of <italic>Symbiodinium</italic> assemblages was also characterized by non-metric multidimensional scaling (nMDS) using the Bray&#x2013;Curtis distance metric after data transformation. Analysis of variance (ADONIS) was performed to test the significance of differences in <italic>Symbiodinium</italic> communities among different sampling locations. The significant relationship between environmental variables (SST and Chl <italic>a</italic>) and <italic>Symbiodinium</italic> community composition was assessed using Monte Carlo permutation methods. All statistical analysis were conducted using the vegan package (<xref ref-type="bibr" rid="B39">Oksanen et al., 2015</xref>) in the R software environment (R 3.1.2).</p>
</sec>
</sec>
<sec><title>Results And Discussion</title>
<sec><title><italic>Symbiodinium</italic> Community Diversity and Flexibility</title>
<p>In total, 997,760 qualified sequences were obtained from 32 samples (10,411&#x2013;51,626 sequences per sample). A total of 119 <italic>Symbiodinium</italic> ITS2 subclades were assigned based on alignment with the ITS2 database at the 97% similarity level, covering clades B, C, D, and F. Overall, clade C comprised the highest proportion of sequences (averagely 85.6%), followed by clade D (averagely 13.6%) and then rare clades B and F (<bold>Figure <xref ref-type="fig" rid="F2">2A</xref></bold>). C2r and D17 were the most dominant ITS2 subclades representing > 99% of the sequences for all samples. All individual colonies contained multiple <italic>Symbiodinium</italic> subclades belonging to different clades. Despite a high number of distinct <italic>Symbiodinium</italic> types, most of them had abundances lower than 0.1% (<bold>Figure <xref ref-type="fig" rid="F2">2B</xref></bold>), indicating that rare subclades are present in heterogeneous <italic>Symbiodinium</italic> assemblages.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p><italic>Symbiodinium</italic> compositions for complete dataset. <bold>(A)</bold> <italic>Symbiodinium</italic> compositions at clade level. Bars represent the percentage of each clade. <bold>(B)</bold> Distribution of taxonomic abundances among <italic>Symbiodinium</italic> subclades.</p></caption>
<graphic xlink:href="fmicb-08-02487-g002.tif"/>
</fig>
<p>It is believed that low abundances of cryptic <italic>Symbiodinium</italic> have largely been overlooked by conventional screening techniques (<xref ref-type="bibr" rid="B38">Mieog et al., 2009</xref>). An increasing body of evidence shows that highly diverse rare taxa with important ecological roles are prevalent elsewhere (<xref ref-type="bibr" rid="B36">Lynch and Neufeld, 2015</xref>) and are being increasingly explored in reef-building corals (<xref ref-type="bibr" rid="B47">Silverstein et al., 2012</xref>; <xref ref-type="bibr" rid="B19">Green et al., 2014</xref>; <xref ref-type="bibr" rid="B44">Quigley et al., 2014</xref>; <xref ref-type="bibr" rid="B24">Kennedy et al., 2015</xref>; <xref ref-type="bibr" rid="B9">Boulotte et al., 2016</xref>). The <italic>Symbiodinium</italic> types in clades B and F associated with <italic>G. fascicularis</italic> are unusual, which have rarely been reported from the South China Sea (<xref ref-type="bibr" rid="B21">Huang et al., 2011</xref>; <xref ref-type="bibr" rid="B57">Zhou and Huang, 2011</xref>; <xref ref-type="bibr" rid="B58">Zhou et al., 2012</xref>; <xref ref-type="bibr" rid="B52">Tong et al., 2017</xref>) or other regions (<xref ref-type="bibr" rid="B27">Lajeunesse et al., 2004</xref>, <xref ref-type="bibr" rid="B28">2010a</xref>). The results presented here suggest that <italic>G. fascicularis</italic> exhibits a high cryptic diversity and flexibility in symbiotic associations. It has been shown that rare <italic>Symbiodinium</italic> types (e.g., type D1) have the potential to enable the coral host to resist heat stress through symbiont shuffling or switching (<xref ref-type="bibr" rid="B30">Lajeunesse et al., 2009</xref>; <xref ref-type="bibr" rid="B47">Silverstein et al., 2012</xref>, <xref ref-type="bibr" rid="B48">2015</xref>; <xref ref-type="bibr" rid="B6">Bay et al., 2016</xref>; <xref ref-type="bibr" rid="B9">Boulotte et al., 2016</xref>). For example, <italic>Acropora</italic> can change its thermally tolerant symbiont abundance from rare to dominant in a response to heat stress (<xref ref-type="bibr" rid="B7">Berkelmans and Van Oppen, 2006</xref>). Community diversity and functional redundancy may contribute to the stability of community resistance and resilience (<xref ref-type="bibr" rid="B40">Oliver et al., 2015</xref>), which has been characterized in coral holobionts (<xref ref-type="bibr" rid="B47">Silverstein et al., 2012</xref>, <xref ref-type="bibr" rid="B48">2015</xref>). Highly diverse and flexible <italic>Symbiodinium</italic> may facilitate the ability of <italic>G. fascicularis</italic> to survive successfully in various habitats they experience throughout the Indo-Pacific area. However, the real contribution of rare symbionts to the host coral and their ecological significance is still unclear and needs to be addressed in future (<xref ref-type="bibr" rid="B32">Lee et al., 2016</xref>).</p>
<p>The <italic>G. fascicularis</italic> holobiont can be viewed as a highly complex symbiotic system with the flexibility to associate with a wide range of <italic>Symbiodinium</italic> (<xref ref-type="bibr" rid="B8">Blackall et al., 2015</xref>). It has been suggested that the mode of transmission of symbionts can affect the flexibility of coral-algal symbiosis (<xref ref-type="bibr" rid="B4">Baker, 2003</xref>; <xref ref-type="bibr" rid="B18">Fabina et al., 2012</xref>). Therefore, horizontal transmission of endosymbionts in each generation may provide greater opportunities for <italic>G. fascicularis</italic> to obtain multiple symbionts from the external environment. However, emerging evidence shows that many corals can host multiple <italic>Symbiodinium</italic> subclades without correlation with the mode of transmission (<xref ref-type="bibr" rid="B53">van Oppen, 2004</xref>). In addition, other factors such as environmental variability, host recognition and maintenance mechanisms can also influence the flexibility of coral-algal associations (<xref ref-type="bibr" rid="B4">Baker, 2003</xref>; <xref ref-type="bibr" rid="B45">Rodriguez-Lanetty et al., 2006</xref>; <xref ref-type="bibr" rid="B16">Dunn and Weis, 2009</xref>). Moreover, the development of coral especially in early life stages has additional effects on symbiont acquisition and selection (<xref ref-type="bibr" rid="B1">Abrego et al., 2009</xref>; <xref ref-type="bibr" rid="B37">McIlroy and Coffroth, 2017</xref>; <xref ref-type="bibr" rid="B56">Zhou et al., 2017</xref>). For example, <xref ref-type="bibr" rid="B1">Abrego et al. (2009)</xref> demonstrated that the symbiont associations in juvenile <italic>Acropora</italic> are more flexible than those in adults.</p>
</sec>
<sec><title>Temperature Drives the <italic>Symbiodinium</italic> Assemblages in <italic>G. fascicularis</italic></title>
<p>No significant differences in the Shannon diversity index were detected among sampling locations (one-way ANOVA; <italic>F</italic> = 1.618, <italic>p</italic> = 0.198). However, there were significant differences in the <italic>Symbiodinium</italic> assemblages between sampling locations (<bold>Figure <xref ref-type="fig" rid="F3">3</xref></bold>; ADONIS, <italic>p</italic> = 0.01), demonstrating that coral-algal symbiosis is highly flexible around Hainan Island. Importantly, these differences were attributed to changes in the relative abundance of existing <italic>Symbiodinium</italic> types in individuals. Of six colonies of <italic>G. fascicularis</italic> at Basuo, four were dominated by clade D with sparse clade C, whereas the others contained abundant clade C with rare clade D. At subclade level, D17 dominated at Basuo, whereas C2r dominated in other locations (<bold>Figure <xref ref-type="fig" rid="F4">4</xref></bold>). The abundance of each of the D1a, D2, and D6 subclades was higher at Basuo than at other locations, indicating that these holobionts are likely to be locally adapted through shifts in symbiont community composition.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Non-metric multidimensional scaling (nMDS) plotting of <italic>Symbiodinium</italic> communities using subclade data among locations. Axes do not represent any measured parameters, but define a 2-D space that allow the best spatial representation of sample similarity, based on Bray&#x2013;Curtis similarity indices.</p></caption>
<graphic xlink:href="fmicb-08-02487-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>A heatmap visualization of the dominant subclades of <italic>Symbiodinium</italic> (relative abundance > 0.1% in one sample at least). The top scales &#x201C;&#x2013;2, &#x2013;1.5, &#x2013;1, &#x2013;0.5, and 0&#x201D; showed the relative abundance of &#x201C;0, 2, 9, and 99%,&#x201D; respectively.</p></caption>
<graphic xlink:href="fmicb-08-02487-g004.tif"/>
</fig>
<p>Sea surface temperatures and Chl <italic>a</italic> concentrations from 2006 to 2010 at each location were employed to investigate the relationships between environmental conditions and <italic>Symbiodinium</italic> communities (<bold>Figure <xref ref-type="fig" rid="F5">5</xref></bold>). Monthly average SSTs at Mulan Bay, Long Bay and Dazhou Island decreased sharply in July, possibly due to the Qiongdong Upwelling in summer (<xref ref-type="bibr" rid="B22">Jing et al., 2015</xref>). Of the sample locations, Leigong Island experienced the largest annual fluctuation in monthly average SST (&#x223C;11&#x00B0;C). Annual average SSTs was highest at Basuo (26.4&#x00B0;C), followed by Dazhou Island (25.5&#x00B0;C), Long Bay (25.3&#x00B0;C), Leigong Island (24.7&#x00B0;C), and Mulan Bay (24.5&#x00B0;C). The monthly average Chl <italic>a</italic> concentrations of all the locations showed little variation throughout the year, but Long Bay and Dazhou Island had lower yearly average Chl <italic>a</italic> concentrations. <italic>Symbiodinium</italic> communities at Basuo was significantly correlated with spring average SSTs (Monte Carlo permutation test; <italic>p</italic> &#x003C; 0.05), but there were no significant differences between <italic>Symbiodinium</italic> communities and Chl <italic>a</italic> concentrations (Monte Carlo permutation test; <italic>p</italic> > 0.05). <italic>G. fascicularis</italic> had a high specificity for <italic>Symbiodinium</italic> clade D at Basuo where annual average SSTs were the highest (<bold>Figure <xref ref-type="fig" rid="F5">5</xref></bold>). In contrast, Chl <italic>a</italic> values at all locations did not show any patterns or trends consistent with observed <italic>Symbiodinium</italic> distribution patterns.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Changes in dominant <italic>Symbiodinium</italic> clades, sea surface temperature (SST), and chlorophyll <italic>a</italic> (Chl <italic>a</italic>) concentrations. <bold>(A)</bold> Log ratio of <italic>Symbiodinium</italic> clade D/C relative abundance at each location. <bold>(B)</bold> Variation of SST at each location. <bold>(C)</bold> Variation of Chl <italic>a</italic> concentrations at each location. Average monthly satellite measurements (SST and Chl <italic>a</italic>) from January 2006 to December 2010 were acquired from the Giovanni online data system, which is maintained by the NASA Goddard Earth Sciences Data and Information Services Center. Each dot represents the monthly average &#x00B1; SD. Boxplots showing median, first and third quartiles, and maximum and minimum seasonal ranges by location.</p></caption>
<graphic xlink:href="fmicb-08-02487-g005.tif"/>
</fig>
<p>It is well-known that <italic>Symbiodinium</italic> clade D occurs more frequently in areas with high SST and high turbidity (e.g., <xref ref-type="bibr" rid="B28">Lajeunesse et al., 2010a</xref>; <xref ref-type="bibr" rid="B25">Keshavmurthy et al., 2012</xref>). Furthermore, it is evident that heat tolerant <italic>Symbiodinium</italic> can confer thermal tolerance to its host coral but at a cost of reduced growth rate, a decline in reproduction and increased susceptibility to disease (e.g., <xref ref-type="bibr" rid="B35">Little et al., 2004</xref>; <xref ref-type="bibr" rid="B7">Berkelmans and Van Oppen, 2006</xref>; <xref ref-type="bibr" rid="B48">Silverstein et al., 2015</xref>). It has been suggested that symbiont compositions may be regulated to maintain optimal benefit to the host in a given environment (<xref ref-type="bibr" rid="B13">Cunning et al., 2015a</xref>,<xref ref-type="bibr" rid="B14">b</xref>). Such trade-off mechanisms may depend on both biotic (e.g., host species, host ontogeny, and symbiont competition) and abiotic (e.g., temperature, light, and nutrients) factors, and may also involve stochastic processes and selective pressures. In the present study, relative high abundances of <italic>Symbiodinium</italic> clade D at Basuo where the annual average SST is the highest are possibly mediated by a cost-benefit trade-off by the coral <italic>G. fascicularis</italic>. These observations agree with our previous investigations (<xref ref-type="bibr" rid="B21">Huang et al., 2011</xref>; <xref ref-type="bibr" rid="B52">Tong et al., 2017</xref>), which reported that clade D in <italic>G. fascicularis</italic> was more prevalent in tropical locations than in subtropical locations from the South China Sea, which might be attributed to the latitudinal temperature gradients. It is known that temperature has a profound influence on the ecological structure of coral communities (<xref ref-type="bibr" rid="B11">Brown et al., 2004</xref>). Previous studies also found that temperature is the main determinant to the geographic distribution of <italic>Symbiodinium</italic> in both conspecific corals (<xref ref-type="bibr" rid="B28">Lajeunesse et al., 2010a</xref>) and local adaptation (<xref ref-type="bibr" rid="B20">Howells et al., 2012</xref>). We suggest that temperature is the main environmental factor influencing the spatial variability of <italic>Symbiodinium</italic> assemblages in <italic>G. fascicularis</italic> around Hainan Island. However, other undetermined environmental factors, such as light intensity, and nutrient levels may also contribute to the biogeographical patterns of host-<italic>Symbiodinium</italic> associations (<xref ref-type="bibr" rid="B4">Baker, 2003</xref>), which can be investigated thoroughly in the future.</p>
<p>A better understanding of the spatial patterns will allow us to predict how corals will respond to environmental change over time (<xref ref-type="bibr" rid="B17">Dunne et al., 2004</xref>). In the present study, it may also reflect the capacity of the coral <italic>G. fascicularis</italic> to respond to environmental disturbances (e.g., thermal bleaching) by shuffling its internal symbionts. Some coral-algal associations remain remarkably stable over time (<xref ref-type="bibr" rid="B51">Thornhill et al., 2009</xref>; <xref ref-type="bibr" rid="B54">Williams et al., 2015</xref>) or revert to their original status after thermal bleaching (<xref ref-type="bibr" rid="B29">Lajeunesse et al., 2010b</xref>), which can be explained by the trade-off mechanism (<xref ref-type="bibr" rid="B14">Cunning et al., 2015b</xref>). More recently, it has been shown that symbiont shuffling in reef-building corals is attributed to the magnitude of the disturbance and the recovery conditions (<xref ref-type="bibr" rid="B13">Cunning et al., 2015a</xref>; <xref ref-type="bibr" rid="B48">Silverstein et al., 2015</xref>). The combinations of long-term, <italic>in situ</italic> field observations and elaborate laboratory experiments may provide more supporting evidence for symbiont shuffling in a better understanding of how coral will adapt to future climate changes. With the advances in &#x2018;omic&#x2019; technologies, it is becoming feasible to elucidate the molecular mechanism of local acclimation and symbiont shuffling by analyzing biochemical complementarity of the symbiotic partners (e.g., <xref ref-type="bibr" rid="B34">Lin et al., 2015</xref>).</p>
</sec>
</sec>
<sec><title>Conclusion</title>
<p>This study characterized the geographic patterns of host-<italic>Symbiodinium</italic> associations in an ecologically important scleractinian coral <italic>G. fascicularis</italic> using high-throughput sequencing of ITS2 amplicons. We confirmed that <italic>G. fascicularis</italic> at Hainan Island exhibits a high level of symbiont flexibility, with the thermally tolerant <italic>Symbiodinium</italic> types in clade D being prevalent and highly abundant at locations with the highest annual average SSTs. These findings suggest that symbiont shuffling has the potential to serve as a trade-off mechanism for local acclimatization in <italic>G. fascicularis</italic>. The present study provides a better understanding of <italic>Symbiodinium</italic> diversity and distribution, which is important to predict the persistence of coral-algal associations in the presence of increasing environmental perturbations such as global warming.</p>
</sec>
<sec><title>Author Contributions</title>
<p>GZ, SL, P-YQ, and HH designed the study. YL collected samples. HT, LJ, YZ, XL, and MG performed experiments. GZ and LC analyzed data. GZ wrote the paper. All authors revised and approved the manuscript.</p>
</sec>
<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>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by National Natural Science Foundation of China (U1301232 and 41206140).</p>
</fn>
</fn-group>
<ack>
<p>The authors are grateful to Hainan Provincial Department of Oceanography and Fisheries for permission to collect coral samples. They also thank Dr. Yongqiang Chen for assistance with environmental data preprocessing.</p>
</ack>
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