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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.2021.716124</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Contrasting Proteomic Responses of Adult and Larval Coral to High Temperatures</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>McRae</surname> <given-names>Crystal J.</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="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1352781/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mayfield</surname> <given-names>Anderson B.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/854859/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Huang</surname> <given-names>Wen-Bin</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>C&#x00F4;t&#x00E9;</surname> <given-names>Isabelle M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Fan</surname> <given-names>Tung-Yung</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/803560/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Biological Sciences, Simon Fraser University</institution>, <addr-line>Burnaby, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Natural Resources and Environmental Studies, National Dong Hwa University</institution>, <addr-line>Hualien</addr-line>, <country>Taiwan</country></aff>
<aff id="aff3"><sup>3</sup><institution>National Museum of Marine Biology and Aquarium</institution>, <addr-line>Pingtung</addr-line>, <country>Taiwan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Cooperative Institute for Marine and Atmospheric Studies, University of Miami</institution>, <addr-line>Miami, FL</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Atlantic Oceanographic and Meteorological Laboratory, National Oceanic and Atmospheric Administration (NOAA)</institution>, <addr-line>Miami, FL</addr-line>, <country>United States</country></aff>
<aff id="aff6"><sup>6</sup><institution>Institute of Marine Biology, National Dong Hwa University</institution>, <addr-line>Pingtung</addr-line>, <country>Taiwan</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Cliff Ross, University of North Florida, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Patricia Gonz&#x00E1;lez-D&#x00ED;az, University of Havana, Cuba; Savanna Barry, University of Florida, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Crystal J. McRae, <email>crystal.j.mcrae@gmail.com</email></corresp>
<fn fn-type="other" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Coral Reef Research, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>716124</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>05</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 McRae, Mayfield, Huang, C&#x00F4;t&#x00E9; and Fan.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>McRae, Mayfield, Huang, C&#x00F4;t&#x00E9; and Fan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Climate change-induced increases in seawater temperature continue to impact coral reef ecosystems globally. There is a consequent need to characterize the responses of corals to thermal stress to understand the molecular processes underpinning these responses and identify hallmarks of resilience. Here we used an iTRAQ approach to compare the proteomes of adult corals (<italic>Pocillopora acuta</italic>) that had been thermally conditioned at a control (26&#x00B0;C) or elevated temperature (29.5&#x00B0;C) for three reproductive cycles, as well as the larvae released by these corals. We found that larvae responded more to high-temperature exposure at the protein level than their parents and that different proteins were affected between life stages; a single protein was up-regulated at high temperatures in both adults and their offspring, and its identity is currently unknown. Similarly, different cellular pathways were affected by high-temperature exposure between the coral hosts and their dinoflagellate endosymbionts; proteins involved in translation and protein trafficking were most likely to be affected by high-temperature exposure in the former, with photosynthesis being the most thermo-sensitive process in the latter. Collectively, these findings highlight the importance of considering both life stage and the composition of the coral holobiont when using molecular-scale data to model cellular processes associated with responses to future ocean warming.</p>
</abstract>
<kwd-group>
<kwd>acclimation</kwd>
<kwd>climate change</kwd>
<kwd>coral</kwd>
<kwd>life-stage effects</kwd>
<kwd>proteomics</kwd>
</kwd-group>
<contract-sponsor id="cn001">Ministry of Science and Technology, Taiwan<named-content content-type="fundref-id">10.13039/501100004663</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="25"/>
<page-count count="7"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Coral reefs are threatened globally by the rising seawater temperatures associated with climate change (<xref ref-type="bibr" rid="B6">Hoegh-Guldberg et al., 2017</xref>) yet some coral populations have demonstrated a remarkable degree of thermal resilience [e.g., corals from thermally variable reefs: <xref ref-type="bibr" rid="B1">Barshis et al. (2013)</xref> and <xref ref-type="bibr" rid="B22">Safaie et al. (2018)</xref>; but see also <xref ref-type="bibr" rid="B9">Klepac and Barshis (2020)</xref>]. Plasticity in coral response to elevated temperatures has led to the exploration of techniques targeting the active enhancement of coral thermal tolerance (e.g., assisted evolution; <xref ref-type="bibr" rid="B25">van Oppen et al., 2015</xref>). Since initial inquiry into the capacity of transgenerational acclimation in corals (<xref ref-type="bibr" rid="B20">Putnam and Gates, 2015</xref>), several studies have examined the effects of adult conditioning (temperature and/or <italic>p</italic>CO<sub>2</sub>) on offspring performance (e.g., <xref ref-type="bibr" rid="B2">Bellworthy et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Putnam et al., 2020</xref>). However, the potentially diverse proteomic responses across coral life stages and between coral hosts and their dinoflagellate endosymbionts remain uncharacterized. We consequently sought to explore the proteomic effects of thermal conditioning using colonies of the brooding coral <italic>Pocillopora acuta</italic> that had been exposed to either control (26&#x00B0;C) or experimentally elevated temperatures (29.5&#x00B0;C) for three reproductive cycles. We specifically employed a quantitative proteomics approach known as &#x201C;isobaric tags for relative and absolute quantification&#x201D; (iTRAQ; SCIEX) to assess cellular strategies for responding to high temperature by directly targeting the molecules that enact physiological changes in coral and Symbiodiniaceae cells.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>The Experiment</title>
<p>Colonies of the reef-building coral <italic>P. acuta</italic> (<italic>n</italic> = 24), which release larvae hosting symbiotic dinoflagellates (i.e., vertical transmission) monthly (<xref ref-type="bibr" rid="B5">Fan et al., 2017</xref>), were collected from Outlet reef (21&#x00B0;93&#x2032;20&#x2033;N, 120&#x00B0;74&#x2032;46&#x2033;E) in Nanwan Bay, Southern Taiwan. Nanwan Bay has a highly variable thermal regime due to frequent upwelling events (<xref ref-type="bibr" rid="B11">Lee et al., 1997</xref>), and Outlet reef has higher maximum temperatures than nearby reefs due to the influence of warm water effluent from an adjacent nuclear power plant (<xref ref-type="bibr" rid="B8">Keshavmurthy et al., 2014</xref>). The unique thermal characteristics of this region have been linked to higher associations with thermally tolerant Symbiodiniaceae lineages at Outlet reef (<xref ref-type="bibr" rid="B3">Carballo-Bola&#x00F1;os et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Keshavmurthy et al., 2014</xref>), and molecular mechanisms of thermal acclimation have been documented in adult corals (<xref ref-type="bibr" rid="B12">Mayfield et al., 2012</xref>, <xref ref-type="bibr" rid="B14">2013</xref>) in Nanwan Bay.</p>
<p>Collected colonies were held in individual tanks within a natural seawater flow-through system at the National Museum of Marine Biology and Aquarium at either a control [26.2&#x00B0;C &#x00B1; 0.4&#x00B0;C (mean &#x00B1; standard deviation for these and all other error terms unless stated otherwise)] or heated (29.7&#x00B0;C &#x00B1; 0.3&#x00B0;C) temperature from March to May 2017 [see <xref ref-type="bibr" rid="B17">McRae et al. (2021)</xref> for experiment details], and released larvae were collected each month. The high-temperature value was chosen based on our prior work showing it to be sub-lethal to corals over a 9-month study, yet high enough to elicit fundamental cellular changes (<xref ref-type="bibr" rid="B14">Mayfield et al., 2013</xref>, <xref ref-type="bibr" rid="B16">2014</xref>). During the third reproductive cycle (May 2017), we immersed a branch (&#x223C;2 cm in length) from each control and high-temperature colony, as well as 20 of their respective larvae in TRIzol<sup>&#x00AE;</sup> (Life Technologies) and froze them at &#x2212;80&#x00B0;C prior to protein extraction (see below). We selected a subset, comprised of one adult and its associated larvae from each treatment, in May 2017 to assess protein responses across coral life stages. The maximum quantum yield of photosystem II (Fv/Fm) for the two selected colonies was similar at the time of sampling (control = 0.60 &#x00B1; 0.004, heated = 0.59 &#x00B1; 0.062), but their reproductive investment (timing, fecundity, and larval size) varied (<xref ref-type="supplementary-material" rid="FS1">Supplementary Figures 1&#x2013;3</xref>); these data are a subset of the colonies presented in <xref ref-type="bibr" rid="B17">McRae et al. (2021)</xref>. Larvae from both of the subset colonies were competent at release and able to settle at both control and high temperatures. Our sample size was limited because of the high analysis cost (&#x223C;&#x0024;600 USD/sample) coupled with the fact that, at the time of sampling, only four samples could be analyzed in parallel (i.e., in a comparative framework) using iTRAQ technology.</p>
</sec>
<sec id="S2.SS2">
<title>Protein Extractions, Liquid Chromatography, and Mass Spectrometry</title>
<p>Adult (<italic>n</italic> = 2 colonies) and larval (<italic>n</italic> = 2 larval batches) proteins were extracted following <xref ref-type="bibr" rid="B15">Mayfield et al. (2011)</xref> and <xref ref-type="bibr" rid="B19">Putnam et al. (2013)</xref>, respectively (see details in the <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>). Detergent-free, iTRAQ-labeled peptides were mixed with formic acid (0.1% final concentration) prior to nano-liquid chromatography on an Ultimate 3,000 RSLC system (Dionex) equipped with a C18 column (Acclaim PepMap RSLC, 75 &#x03BC;m &#x00D7; 150 mm &#x00D7; 2 &#x03BC;m, 100 &#x00C5;) using 0.1% formic acid and 95% acetonitrile + 0.1% formic acid as the mobile phases. Full mass spectrometry (MS) scans were performed across five different m/z ranges (300&#x2013;2,000, 300&#x2013;600, 600&#x2013;800, 800&#x2013;1,200, and 1,200&#x2013;2,000) on a Q Exactive<sup>TM</sup> mass spectrometer [Thermo-Fisher Scientific (TFS)] operated in HCD fragmentation mode. The 10 most intense ions from each scan were subjected to fragmentation for MS/MS spectra. The 61,375 spectra were processed into peak lists by Proteome Discoverer 1.4 (TFS), distilled into a single MGF data file with Mascot Distiller (ver. 2.6.0; Matrix Sciences), and made publicly available on the MassIVE and Proteome Xchange data repositories.</p>
</sec>
<sec id="S2.SS3">
<title>iTRAQ Data Analysis</title>
<p>Mascot&#x2019;s MS/MS ion search was used to query the MGF file against three nucleic acid databases: the <italic>Pocillopora damicornis</italic> genome (<xref ref-type="bibr" rid="B4">Cunning et al., 2018</xref>), the Southern Taiwan-based <italic>P. acuta</italic>-<italic>Cladocopium</italic> sp. holobiont transcriptome (<xref ref-type="bibr" rid="B16">Mayfield et al., 2014</xref>), and the <italic>Breviolum</italic> sp. genome (<xref ref-type="bibr" rid="B23">Shoguchi et al., 2013</xref>) (see <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref> for search parameters). A false discovery rate of 0.01 was set for protein identification. As a second quality control (QC) criterion, we required that at least two peptides mapped to the same protein. Predicted protein sequences were BLASTed (tBLASTn) against the holobiont transcriptome hosted on the interactive <italic>P. acuta</italic> transcriptome server<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> to confirm identity. All data featured in analyses have been included in the <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>.</p>
<p>iTRAQ label 114 (heated adult) was set as the denominator and used to generate the following ratios: 115/114 (heated larvae/heated adult), 116/114 (control adult/heated adult), and 117/114 (control larvae/heated adult). Data were normalized to the average intensity ratio and used in two primary comparisons: high-temperature vs. control (for each life stage and pooled across both), and larvae vs. adults (for each temperature and pooled across both). Due to our small samples size, we took a conservative approach and only proteins that differed in relative concentration by &#x003E; 2-fold for any comparison were considered &#x201C;differentially concentrated proteins&#x201D; (DCPs). Annotation for these DCPs was acquired from the aforementioned <italic>P. acuta</italic> transcriptome server to make inferences into probable protein function, and gene ontology groups were used to cluster proteins into pathways (e.g., metabolism). The compartmental breakdown with respect to host and dinoflagellate was assessed across the entire dataset, and within each group of DCPs. <italic>X</italic><sup>2</sup> tests were used to compare (1) the percentage of proteins that were differentially concentrated between the two life stages and between the eukaryotic compartments of the mutualism (i.e., host corals vs. dinoflagellate endosymbionts) and (2) the DCP breakdowns for each comparison type listed above against the entire proteome. Statistical analyses were carried out with JMP<sup>&#x00AE;</sup> Pro (ver. 14 or 15) at an alpha level of 0.01.</p>
</sec>
</sec>
<sec id="S3">
<title>Results and Discussion</title>
<p>Of the 601 proteins that passed QC (mean sequencing coverage &#x00B1; SD = 12.3 &#x00B1; 11.3%; <xref ref-type="supplementary-material" rid="FS1">Supplementary Table 1</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>), 540 (90%) were from the host, with only 38 (6%) from the endosymbiotic dinoflagellates (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The origin of the remaining 23 proteins (4%) could not confidently assigned. This &#x223C;540:38 (&#x223C;14:1) host:endosymbiont ratio is significantly higher (<italic>X</italic><sup>2</sup> test, <italic>p</italic> &#x003C; 0.0001) than the &#x223C;2:1 adult biomass ratio of this coral (deduced by <xref ref-type="bibr" rid="B16">Mayfield et al., 2014</xref>) and could reflect an annotation bias associated with the fact that the nucleic acid databases queried were not derived from the same samples whose proteomes were analyzed herein; this idea is explored in greater detail in the <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p><italic>Pocillopora acuta</italic> proteomic response to elevated temperature. <bold>(A)</bold> Compartmental breakdown of the source of all sequenced proteins (<italic>n</italic> = 601) compared to <bold>(B)</bold> differentially concentrated proteins (DCPs) (<italic>n</italic> = 74). <bold>(C)</bold> Venn diagram of DCPs by life stage and temperature and <bold>(D)</bold> temperature-related DCPs in adult and larval corals.</p></caption>
<graphic xlink:href="fmars-08-716124-g001.tif"/>
</fig>
<p>When looking at the 74 DCPs obtained across all comparisons (&#x223C;12% of the proteome; <xref ref-type="supplementary-material" rid="FS1">Supplementary Table 2</xref>), the compartmental breakdown was also skewed in favor of the host (76% of DCPs); only 12 dinoflagellate DCPs were uncovered (16% of DCPs) (<xref ref-type="fig" rid="F1">Figure 1B</xref>). When compared to all sequenced proteins, this represents an enrichment of endosymbiont DCPs (6% of all proteins vs. 16% of DCPs; Fisher&#x2019;s exact test, <italic>p</italic> &#x003C; 0.01). Furthermore, 10% and 32% of the host and dinoflagellate proteins, respectively, were differentially concentrated across samples (<italic>X<sup>2</sup><sub>1</sub></italic> = 987, <italic>p</italic> &#x003C; 0.001). When considering only the temperature-responsive proteins, six of 540 host coral proteins (1%) and three of 38 endosymbiont proteins (8%) were affected by temperature. This statistically significant (<italic>X<sup>2</sup><sub>1</sub></italic> = 5.9, <italic>p</italic> = 0.01) compartmental difference suggests that the dinoflagellate proteome is more thermo-responsive than that of their coral hosts. The same result was observed in previous mRNA- (<xref ref-type="bibr" rid="B16">Mayfield et al., 2014</xref>) and protein- (<xref ref-type="bibr" rid="B13">Mayfield et al., 2018</xref>) based works with adult specimens of this coral species.</p>
<p>Of the 74 DCPs, 58 and five were affected by life stage and temperature, respectively (with 11 affected by both; <xref ref-type="fig" rid="F1">Figure 1C</xref>). Ten of the 16 temperature-responsive proteins (<xref ref-type="table" rid="T1">Table 1</xref>) were documented only in the larvae; only three proteins were affected by temperature in adults and not in larvae (with three affected by high-temperature exposure in both) (<xref ref-type="fig" rid="F1">Figure 1D</xref>). Only one protein (<italic>de novo</italic>.id25751.tr59102) was up-regulated at high temperatures in both adults and their larvae, though the identity of this 376-amino acid (AA) protein could not be resolved using traditional bioinformatics approaches. Given the fact that it was the only protein of more than 600 sequenced that increased significantly in concentration at high temperatures in both adult corals and their offspring, identifying it should be a priority for future research. This protein could perhaps serve as a biomarker for sub-lethal temperature stress.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Proteins differentially concentrated across temperatures in adult and larval <italic>Pocillopora acuta</italic> corals.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Protein accession (NCBI)</td>
<td valign="top" align="left">Protein name</td>
<td valign="top" align="left">Protein function</td>
<td valign="top" align="left">Compartment</td>
<td valign="top" align="left">Concentration trend</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500199810">gi| 1500199810</ext-link></td>
<td valign="top" align="left">Histone</td>
<td valign="top" align="left">Transcription</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">Control &#x003E; high&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500190340">gi| 1500190340</ext-link></td>
<td valign="top" align="left">Histone H1/5</td>
<td valign="top" align="left">Transcription</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">Control &#x003E; high&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1524872764">gi| 1524872764</ext-link></td>
<td valign="top" align="left">Histone</td>
<td valign="top" align="left">Transcription</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">Control &#x003E; high&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500200680">gi| 1500200680</ext-link></td>
<td valign="top" align="left"><bold>Large subunit ribosomal protein l35e</bold></td>
<td valign="top" align="left">Translation</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">Control &#x003E; high&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500189963">gi| 1500189963</ext-link></td>
<td valign="top" align="left">Neuronal pentraxin</td>
<td valign="top" align="left">Immunity</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">Control &#x003E; high, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1524900419">gi| 1524900419</ext-link></td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500211279">gi| 1500211279</ext-link></td>
<td valign="top" align="left">Translocon-associated protein subunit beta</td>
<td valign="top" align="left">Protein trafficking</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500211780">gi| 1500211780</ext-link></td>
<td valign="top" align="left">Concanavalin A-like lectin/glucanase</td>
<td valign="top" align="left">Cell adhesion</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1524887799">gi| 1524887799</ext-link></td>
<td valign="top" align="left">TPR/MLP1/MLP2-like protein</td>
<td valign="top" align="left">Protein trafficking</td>
<td valign="top" align="left">Host</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|356591896">gi| 356591896</ext-link></td>
<td valign="top" align="left">Peridinin-chlorophyll a-binding protein</td>
<td valign="top" align="left">Photosynthesis</td>
<td valign="top" align="left">Sym</td>
<td valign="top" align="left">Control &#x003E; high, adult &#x003E; larvae</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gb|OLQ06705.1">gb| OLQ06705.1</ext-link></td>
<td valign="top" align="left"><bold>Chloroplast ATP synthase</bold></td>
<td valign="top" align="left">Metabolism</td>
<td valign="top" align="left">Sym</td>
<td valign="top" align="left">Control &#x003E; high, adult &#x003E; larvae</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gb|OLQ02953.1">gb| OLQ02953.1</ext-link></td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Sym</td>
<td valign="top" align="left">High &#x003E; control&#x002A;</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500209163">gi| 1500209163</ext-link></td>
<td valign="top" align="left">Collagen alpha-1(II) chain-like</td>
<td valign="top" align="left">Structural</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500201742">gi| 1500201742</ext-link></td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="gi|1500201741">gi| 1500201741</ext-link></td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
<tr>
<td valign="top" align="left"><ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="denovo.id25751.tr59102"><italic>de novo</italic>.id25751.tr59102</ext-link></td>
<td valign="top" align="left"><bold>Unknown</bold></td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">High &#x003E; control, larvae &#x003E; adult</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Further details of these 16 differentially concentrated proteins are found in the <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref> and <xref ref-type="supplementary-material" rid="FS1">Supplementary Tables 1</xref>, <xref ref-type="supplementary-material" rid="FS1">2</xref>. The five proteins affected only by temperature, and not life stage, are marked by asterisks (&#x002A;). The three proteins affected by temperature in both life stages are in bold font. Sym, Symbiodiniaceae.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>A Symbiodiniaceae chloroplast ATP synthase and a host large subunit ribosomal protein (L35e) were both down-regulated at high temperatures in both life stages (<xref ref-type="table" rid="T1">Table 1</xref>). The former is directly responsible for establishing ATP levels in the chloroplast, and its down-regulation at elevated temperatures may signify that chloroplast metabolism was impacted. In plants, expression is essentially completely halted in the dark such that ATP hydrolysis ceases; this is presumably due to the need to conserve ATP (<xref ref-type="bibr" rid="B10">Kohzuma et al., 2017</xref>). This down-regulation of chloroplast ATP synthase might therefore represent an ATP conservation strategy occurring at sub-lethal, but still potentially stress-inducing temperatures.</p>
<p>Different cellular pathways were affected by life stage (<xref ref-type="fig" rid="F2">Figures 2A,B</xref>) and temperature (<xref ref-type="fig" rid="F2">Figures 2C,D</xref>) in coral hosts and their dinoflagellate endosymbionts. Indeed, no protein was differentially concentrated across temperatures in both <italic>P. acuta</italic> and Symbiodiniaceae. Photosynthesis and chloroplast-related processes were the functions most likely to be affected by host life stage (<xref ref-type="fig" rid="F2">Figure 2B</xref>) and high-temperature exposure (<xref ref-type="fig" rid="F2">Figure 2D</xref> and <xref ref-type="table" rid="T1">Table 1</xref>) in the dinoflagellates. Others have found Symbiodiniaceae photosynthesis proteins to undergo changes in concentration in response to elevated temperature exposure (<xref ref-type="bibr" rid="B24">Takahashi et al., 2008</xref>; <xref ref-type="bibr" rid="B7">Hoogenboom et al., 2012</xref>). In the coral hosts, protein trafficking and translation were the pathways most impacted by high-temperature exposure (<xref ref-type="fig" rid="F2">Figure 2C</xref>), as also documented in thermally challenged sea anemones (<xref ref-type="bibr" rid="B18">Oakley et al., 2017</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Comparison of differentially concentrated proteins (DCPs) and their associated cellular function in the <italic>Pocillopora acuta</italic> coral host <bold>(A,C)</bold> and Symbiodiniaceae endosymbionts <bold>(B,D)</bold>; DCPs associated with life stage <bold>(A,B)</bold> and temperature <bold>(C,D)</bold>.</p></caption>
<graphic xlink:href="fmars-08-716124-g002.tif"/>
</fig>
<p>Whereas only adult corals were manipulated in earlier projects, we had the opportunity to compare the proteomic responses of adult corals and their larval offspring in this study. Not only did the larval proteomes change more dramatically upon high-temperature exposure than those of their parents, but different proteins were affected as well (<xref ref-type="fig" rid="F3">Figures 3A&#x2013;D</xref>); only three of the 16 temperature-responsive proteins showed a congruent response between life stages (<xref ref-type="table" rid="T1">Table 1</xref>). Furthermore, the aforementioned high-temperature induction of proteins involved in protein trafficking was mainly attributed to the larval response alone (<xref ref-type="fig" rid="F3">Figures 3B,D</xref>). Collectively, the observations that the protein-level responses to sub-lethal, high-temperature exposure differ between (1) host corals and their endosymbionts and (2) adult and larval corals highlight the need to consider both the holobiont response and life stage when assessing coral resistance and resilience in a warming ocean. Given the low level of replication in our study, we recommend a future analysis of additional samples to more rigorously elucidate the effects of temperature on the meta-proteome of this model coral-dinoflagellate endosymbiosis.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Comparison of differentially concentrated proteins (DCPs) and their associated cellular function in <italic>Pocillopora acuta</italic> adults <bold>(A,C)</bold> and larvae <bold>(B,D)</bold>; <bold>(A,B)</bold> DCPs up-regulated in the control treatment; <bold>(C,D)</bold> DCPs up-regulated in the heated treatment.</p></caption>
<graphic xlink:href="fmars-08-716124-g003.tif"/>
</fig>
</sec>
<sec id="S4">
<title>Data Availability Statement</title>
<p>All data within this manuscript can be found on the University of California San Diego&#x2019;s &#x201C;MassIVE&#x201D; repository (accession #MSV000087874), as well as the Proteome Xchange repository (accession #PXD027523).</p>
</sec>
<sec id="S5">
<title>Author Contributions</title>
<p>CJM, TYF, WBH, and IMC conceived the experiment. CJM performed the experiment. ABM conducted the lab work. ABM and CJM undertook the data analysis. ABM, CJM, and IMC wrote the manuscript in consultation with TYF and WBH. All authors contributed constructive feedback throughout the experiment and manuscript preparation.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="S6">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was funded in part by charitable, crowd-sourced contributions to the Friendly Bear Editorial Service, as well as a grant from the Taiwan Ministry of Science and Technology to TYF (107-2611-M-291-004).</p>
</fn>
</fn-group>
<sec id="S7" sec-type="supplementary material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2021.716124/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2021.716124/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="FS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.XLSX" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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