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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.2021.740416</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Photobleaching and Recovery of Symbiodiniaceae <italic>Effrenium voratum</italic> SCS01 Reveals Life Form Transformation Under Thermal Stress</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Gong</surname> <given-names>Sanqiang</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/1036515/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Gang</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/496848/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jin</surname> <given-names>Xuejie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Qiu</surname> <given-names>Dajun</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/392291/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Liang</surname> <given-names>Jiayuan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/413890/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yu</surname> <given-names>Kefu</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/406117/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Tan</surname> <given-names>Yehui</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/883776/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ma</surname> <given-names>Xiao</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/1118374/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Xia</surname> <given-names>Xiaomin</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>
<uri xlink:href="http://loop.frontiersin.org/people/1241117/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of Tropical Marine Bioresources and Ecology and 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>Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Coral Reef Research Center of China, Guangxi University</institution>, <addr-line>Nanning</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Satya Panigrahi, Indira Gandhi Centre for Atomic Research (IGCAR), India</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Uma VS, Indira Gandhi Centre for Atomic Research (IGCAR), India; Anthony William Larkum, University of Technology Sydney, Australia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Xiaomin Xia, <email>xiaxiaomin@scsio.ac.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Biology, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>740416</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Gong, Li, Jin, Qiu, Liang, Yu, Tan, Ma and Xia.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Gong, Li, Jin, Qiu, Liang, Yu, Tan, Ma and Xia</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>Dinoflagellates in the family Symbiodiniaceae contain a number of species and play an important role in the establishment of coral reef ecosystems in oligotrophic marine waters. <italic>Effrenium voratum</italic> is likely an exclusively free-living and heterotrophic species of Symbiodiniaceae. How this species responds and acclimates to warming is largely unknown. The present study experimentally established the phenotypic landscapes related to the photobleaching and recovery processes of <italic>Effrenium voratum</italic> SCS01 following thermal stress. We found that thermal stress bleached the plastids of <italic>E. voratum</italic> SCS01 and caused the cells to become lighter in color. Thereafter, the bleached cells recovered rapidly when they returned to the optimal temperature. The dominant life form of <italic>E. voratum</italic> SCS01 shifted from mastigote cells to coccoid cells then returned to mastigote cells. Transcriptome analysis revealed that the photobleaching of <italic>E. voratum</italic> SCS01 was due to increased degradation and decreased biosynthesis of photosynthetic pigments. The thermally induced life form changes were related to the downregulation of genes for cell motility. Our results revealed the mechanism of photobleaching in <italic>E. voratum</italic> SCS01 and indicated life form transformation as a newly identified survival strategy of <italic>Effrenium voratum</italic> SCS01 under thermal stress.</p>
</abstract>
<kwd-group>
<kwd>Symbiodiniaceae</kwd>
<kwd><italic>Effrenium voratum</italic></kwd>
<kwd>photobleaching</kwd>
<kwd>life form</kwd>
<kwd>warming</kwd>
</kwd-group>
<contract-sponsor id="cn001">Foundation for Innovative Research Groups of the National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100012659</named-content></contract-sponsor><contract-sponsor id="cn002">Foundation for Innovative Research Groups of the National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100012659</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="1"/>
<ref-count count="40"/>
<page-count count="10"/>
<word-count count="6448"/>
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</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Photosynthetic dinoflagellates in the family Symbiodiniaceae contain multiple species and play important roles in the establishment of coral reef ecosystems in oligotrophic marine waters (<xref ref-type="bibr" rid="B34">Sully et al., 2019</xref>). Symbiodiniaceae members were initially considered a single pandemic species of zooxanthellae (<italic>Symbiodinium microadriaticum</italic>) based on morphological analyses (<xref ref-type="bibr" rid="B9">Freudenthal, 1962</xref>). Subsequent understanding of the diversity of Symbiodiniaceae changed significantly due to sequence-based molecular analyses, and Symbiodiniaceae were divided into nine phylogenetically supported clades (A&#x2013;I) (<xref ref-type="bibr" rid="B30">Pochon et al., 2014</xref>). Recently, Symbiodiniaceae clades were formally described as different genera based on their genetic and ecological characteristics (i.e., <italic>Symbiodinium</italic>, <italic>Breviolum</italic>, <italic>Cladocopium</italic>, <italic>Durusdinium</italic>, <italic>Effrenium</italic>, <italic>Fugacium</italic>, and <italic>Gerakladium</italic>) (<xref ref-type="bibr" rid="B24">LaJeunesse et al., 2018</xref>). Among these Symbiodiniaceae members, <italic>Symbiodinium</italic>, <italic>Breviolum</italic>, <italic>Cladocopium, Durusdinium</italic>, and <italic>Gerakladium</italic> are primarily endosymbioses with reef building corals, and each of these genera include multiple species and a number of informally described molecular types (<xref ref-type="bibr" rid="B24">LaJeunesse et al., 2018</xref>). The genus <italic>Effrenium</italic> currently contains just one species, the exclusively free-living (non-symbiotic) <italic>E. voratum</italic> (<xref ref-type="bibr" rid="B24">LaJeunesse et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Gong et al., 2021</xref>). This species uses its tubule peduncle to graze on bacteria and other unicellular eukaryotes, creates blooms under certain circumstances, uniquely maintains a cell life cycle with more mastigote cells (flagellated cells) than coccoid cells (vegetative cells) compared to other Symbiodiniaceae and is distributed in the Pacific and Atlantic Oceans (<xref ref-type="bibr" rid="B5">Chang, 1983</xref>; <xref ref-type="bibr" rid="B20">Jeong et al., 2012</xref>, <xref ref-type="bibr" rid="B19">2014</xref>; <xref ref-type="bibr" rid="B40">Yamashita and Koike, 2013</xref>; <xref ref-type="bibr" rid="B24">LaJeunesse et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Gong et al., 2021</xref>).</p>
<p>A significant number of studies using cultures of the Symbiodiniaceae have provided a tremendous amount of insight into the environmental responses of the endosymbionts of corals and other reef organisms (<xref ref-type="bibr" rid="B31">Rehman et al., 2016</xref>; <xref ref-type="bibr" rid="B35">Szab&#x00F3; et al., 2017</xref>; <xref ref-type="bibr" rid="B4">Buerger et al., 2020</xref>). Various cellular processes have been proposed as the target of coral bleaching in the endosymbiotic Symbiodiniaceae (i.e., <italic>Symbiodinium</italic>, <italic>Breviolum</italic>, <italic>Cladocopium</italic>, and <italic>Durusdinium</italic>) under elevated temperature, including production of reactive oxygen species (ROS) (<xref ref-type="bibr" rid="B25">Lesser, 2019</xref>), photosystem (PS) II reaction centers (<xref ref-type="bibr" rid="B18">Jeans et al., 2014</xref>), PSII repair (<xref ref-type="bibr" rid="B36">Takahashi et al., 2013</xref>) and the Calvin cycle (<xref ref-type="bibr" rid="B17">Hill et al., 2014</xref>). For the exclusively free-living species of Symbiodiniaceae <italic>E. voratum</italic>, related studies are limited. One previous study examined the physiological responses of <italic>E. voratum</italic> to two types of phosphates (<xref ref-type="bibr" rid="B37">Tian-Tian et al., 2019</xref>). <xref ref-type="bibr" rid="B27">Li et al. (2021)</xref> recently explored the physiological and molecular responses of <italic>E. voratum</italic> to N deficiency or a nitrate (NO<sub>3</sub><sup>&#x2013;</sup>) to ammonium (NH<sub>4</sub><sup>+</sup>) switch. However, the response and acclimation of <italic>E. voratum</italic> to elevated temperatures due to ocean warming are largely unknown. Studying the responses, acclimation and/or adaptation of different Symbiodiniaceae taxa to ocean warming is important to help predict which Symbiodiniaceae species will be more resistant to ocean warming and reveal the cause of diversity of Symbiodiniaceae taxa from an environmental acclimation perspective. It is also possible to exploit their thermal stress acclimation or adaptation strategies to construct thermally tolerant Symbiodiniaceae species (<xref ref-type="bibr" rid="B4">Buerger et al., 2020</xref>).</p>
<p>The present study explored the phenotypic landscapes related to the photobleaching and recovery of <italic>E. voratum</italic> to reveal the cellular and molecular mechanisms related to the acclimation of free-living <italic>E. voratum</italic> to thermal stress. We isolated <italic>Effrenium voratum</italic> SCS01 from tropical coral reefs of the South China Sea and exposed it to different temperature gradients to assess its physiological responses to temperature variations. A short-term photobleaching and recovery experiment was also performed in which <italic>E. voratum</italic> SCS01 was initially cultured at its optimal growth temperature of 26&#x00B0;C, followed by exposure to thermal stress at 32&#x00B0;C for several days. <italic>E. voratum</italic> SCS01 was returned to the optimal growth temperature. Dynamic variations in cellular morphology coupled with pigment degradation and synthesis were also recorded in <italic>E. voratum</italic> SCS01 at different temperatures. Our data provide new insights into the life forms of <italic>E. voratum</italic> SCS01 and their roles in its acclimation to thermal stress.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Isolation of Symbiodiniaceae Strains and Culture Protocol</title>
<p>The algal culture used in this study was isolated from tropical coral reefs of the South China Sea (E109.476, N18.211&#x00B0;) according to our previous methods (<xref ref-type="bibr" rid="B11">Gong et al., 2018</xref>, <xref ref-type="bibr" rid="B13">2019</xref>). The unialgal strain of symbiotic Symbiodiniaceae was obtained according to Xiang&#x2019;s method (<xref ref-type="bibr" rid="B39">Xiang et al., 2013</xref>). The 18 S rRNA sequence of the culture was amplified using the primer pair ss5 and ss3z (<xref ref-type="bibr" rid="B33">Rowan and Powers, 1991</xref>) and was used as the query for a BLAST search against the National Center for Biotechnology Information (NCBI) database<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> with the default settings. The results showed that the 18 S rRNA gene sequence (<xref ref-type="supplementary-material" rid="DS1">Supplementary File 1</xref>) of the culture was highly similar to <italic>E. voratum</italic> SMFL (HE653238.1), with 98.6% identity and 100% query coverage. Therefore, the culture was named <italic>E. voratum</italic> SCS01 (<xref ref-type="supplementary-material" rid="DS6">Supplementary Figure 1</xref>).</p>
<p>Stock cultures of <italic>E. voratum</italic> SCS01 were maintained in 250-mL flasks with 100 mL of f/2 medium (<xref ref-type="bibr" rid="B15">Guillard and Ryther, 1962</xref>) at an <italic>in situ</italic> temperature of 26&#x00B0;C under a light intensity of 90 &#x03BC;mol photon m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> and a light:dark cycle of 12 h:12 h.</p>
<p>The growth of <italic>E. voratum</italic> SCS01 at different temperatures was determined by inoculating the exponential-phase cells in 500-mL flasks with 250 mL of f/2 medium, followed by incubation at 20, 23, 26, 29, or 32&#x00B0;C for 10 days under the same light intensity and light:dark cycle indicated above.</p>
<p>To monitor the photobleaching and recovery of <italic>E. voratum</italic> SCS01, its cells were initially cultured at the optimal growth temperature (26&#x00B0;C) for 4 days. Exponential-phase cells were gently centrifuged (5,000 rpm, 5 min) and transferred to 3 500-mL flasks with 250 mL of f/2 medium. The flasks were cultured at 32&#x00B0;C. After 6 days of incubation, the cells cultured at 32&#x00B0;C were harvested and transferred to fresh medium as described above and cultured again at 26&#x00B0;C.</p>
</sec>
<sec id="S2.SS2">
<title>Growth and Morphology</title>
<p>At 18:00 every day, 1-mL aliquots of the cultures in each flask under different temperature treatments were collected and fixed with glutaraldehyde at a final concentration of 2.5%, and cell numbers were counted under a microscope (Leica DMRXA, Germany). The exponential growth phase was determined, and the maximal specific growth rate was calculated following Mou&#x2019;s method (<xref ref-type="bibr" rid="B28">Mou et al., 2017</xref>). The morphology of <italic>E. voratum</italic> SCS01 cells was recorded using a fluorescence microscope (Leica DMRXA, Germany) under bright-field conditions and/or fluorescent light. The subcellular structures of <italic>E. voratum</italic> SCS01 cells were imaged via transmission electron microscopy according to our previously reported method (<xref ref-type="bibr" rid="B11">Gong et al., 2018</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>Chlorophyll Fluorescence, Photosynthetic, and Respiration Rates</title>
<p>The maximum photochemical efficiency of photosystem II (PS II) of <italic>E. voratum</italic> SCS01 was measured using a pulse-amplitude modulated (PAM) fluorometer (Water-PAM WALZ, Germany) after dark adaptation for 20 min in a custom-made acrylic black box at room temperature. Briefly, we measured the maximal chlorophyll fluorescence (<italic>F</italic><sub><italic>m</italic></sub>) of the dark-adapted cells under a saturating blue light pulse (3,000 &#x03BC;mol photons m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>, 1 s), and we measured their minimal fluorescence (<italic>F</italic><sub><italic>O</italic></sub>) in the presence of weak, modulated measurement light. We then calculated the maximum PSII photochemical quantum yield (<italic>Fv/Fm</italic>) (<xref ref-type="bibr" rid="B38">van Kooten and Snel, 1990</xref>) as follows:</p>
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</mml:msub>
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</mml:mpadded>
<mml:mo>&#x2062;</mml:mo>
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</mml:math>
</disp-formula>
<p>The photosynthetic and respiration rates of <italic>E. voratum</italic> SCS01 cells were measured using the oxygen electrode method. Culture was collected from each flask, centrifuged (5,000 &#x00D7; g, 5 min) (5804 R Eppendorf, Germany), resuspended to 5 mL in remaining media, and dark adapted for 5 min in a chamber with temperature control to the same as growth temperature. The incident irradiance in the chamber was supplied by LED flexible rope lights and measured using a microspherical quantum sensor (QSL2100, Biospherical Instruments Inc., United States). The decline in oxygen concentration under dark conditions and the increase in oxygen concentration under illumination (90 &#x03BC;mol photon m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup>) were tracked using a liquid oxygen electrode (Chlorolab 2, Hansatech Instrument Ltd., United Kingdom). The photosynthetic and respiration rates of <italic>E. voratum</italic> SCS01 were calculated according to the oxygen increase and decline rates (&#x03BC;mol O<sub>2</sub> S<sup>&#x2013;1</sup> per 10<sup>6</sup> cells), respectively.</p>
</sec>
<sec id="S2.SS4">
<title>Pigments, Carbohydrates, and Lipids</title>
<p><italic>E. voratum</italic> SCS01 cells in 100-mL aliquots of the cultures under different temperature treatments were collected via centrifugation (5,000 rpm, 5 min) and dried in a vacuum freeze dryer (SCIENTZ-18N, China). Freeze-dried cells were used to assess the biochemical composition (i.e., pigment, total carbohydrates and total lipids) under each treatment. To measure pigment contents, freeze-dried cells were extracted in 7 mL of 100% acetone for 24 h, and chlorophyll a and carotenoid contents were determined following Dere&#x2019;s method (<xref ref-type="bibr" rid="B6">Dere et al., 1998</xref>). Total carbohydrates were extracted from freeze-dried <italic>E. voratum</italic> SCS01 cells using 1 N H<sub>2</sub>SO<sub>4</sub> at 80&#x00B0;C. The total carbohydrate content was determined via the phenol-sulfuric acid method proposed by <xref ref-type="bibr" rid="B7">DuBois et al. (1956)</xref> using glucose as a standard. The extraction of total lipids and the determination of their contents were performed using a modified version of the Khozin-Goldberg&#x2019;s method (<xref ref-type="bibr" rid="B23">Khozingoldberg et al., 2005</xref>). Pigment, total carbohydrate and total lipid contents were calculated as nanograms per cell.</p>
</sec>
<sec id="S2.SS5">
<title>RNA Sequencing and Gene Transcription</title>
<p><italic>E. voratum</italic> SCS01 cells for the photobleaching and recovery experiments were collected via centrifugation (5,000 rpm, 5 min) on day 4 of incubation at 26&#x00B0;C, on day 2 and day 6 after transfer to 32&#x00B0;C, and on day 4 after being returned to 26&#x00B0;C. The cell pellets were immediately frozen in liquid nitrogen then stored at &#x2212;80&#x00B0;C for further RNA extraction. Total RNA was extracted from <italic>E. voratum</italic> SC01 cells using the TRIzol method (Invitrogen, Australia) (<xref ref-type="bibr" rid="B32">Rosic and Hoegh-Guldberg, 2010</xref>). RNA quantity and integrity were analyzed using a NanoDrop ND-1000 spectrometer (Wilmington, DE, United States) and an Agilent 2100 Bioanalyzer (Santa Clara, CA, United States). RNA samples with high purity (OD260/280 between 1.8 and 2.2) and high integrity (RNA integrity number (RIN) &#x003E; 7.5) were used for further cDNA library construction. cDNA library construction and the sequencing and quality control of raw sequences were performed according to our previous study (<xref ref-type="bibr" rid="B12">Gong et al., 2020</xref>). The raw sequence data sets (a total of 12 sequencing libraries, the statistical information of RNA-seq data sets were supplied in <xref ref-type="supplementary-material" rid="DS6">Supplementary Table 1</xref>) produced in this study were deposited in the Sequence Read Archive (PRJNA699996) of the NCBI (see text footnote 1).</p>
<p>The obtained clean reads were assembled <italic>de novo</italic> with Trinity v2.1.1 software using the default parameters (<xref ref-type="bibr" rid="B16">Haas et al., 2013</xref>), and the statistical information of <italic>de novo</italic> assembled unigenes is supplied in <xref ref-type="supplementary-material" rid="DS6">Supplementary Table 2</xref> and <xref ref-type="supplementary-material" rid="DS2">Supplementary File 2</xref>. The expression levels of the unigenes (in fragments per kilobase of exon model per million mapped fragments, FPKM) were calculated using RSEM provided within the Trinity package (<xref ref-type="bibr" rid="B26">Li and Dewey, 2011</xref>). All unigenes were annotated using the Basic Local Alignment Search Tool (BLAST) algorithm with a cutoff <italic>E</italic>-value of 10<sup>&#x2013;5</sup> based on the NCBI non-redundant protein (Nr) database. The sequences of the identified differentially expressed genes (DEGs) were also subjected to BLAST searches against entries in the Swiss-Prot, Kyoto Encyclopedia of Genes and Genomes (KEGG), Eukaryotic Orthologous Groups of proteins (KOG) and Gene Ontology (GO) databases (<xref ref-type="supplementary-material" rid="DS2">Supplementary File 2</xref>). The annotation files are supplied in <xref ref-type="supplementary-material" rid="DS3">Supplementary File 3</xref>. The analysis of DEGs in the samples was performed using the DEGseq2 method, with a threshold <italic>q</italic>-value of &#x003C; 0.001. Genes with a log2 fold change (LogFC) &#x2265; 1, false discovery rate (FDR) &#x003C; 0.05 and FPKM &#x2265; 3 (in at least one group) were considered significant DEGs.</p>
</sec>
<sec id="S2.SS6">
<title>Statistical Analysis</title>
<p>All of the data are recorded as the means &#x00B1; standard deviation values from at least 3 independent biological replicates. One-way analysis of variance (ANOVA) with Tukey&#x2019;s test was used to analyze the experimental data, and the differences were considered significant at <italic>P</italic> &#x003C; 0.05. All analyses and visualizations of the results were performed using the vegan and pheatmap packages in R software (R 3.1.2) and/or Origin 8.5 software.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Growth, Photosynthesis and Cell Morphology at Different Temperatures</title>
<p>The maximal specific growth rate (&#x03BC;<sub><italic>max</italic></sub>) of <italic>E. voratum</italic> SCS01 increased from 0.55 to 0.69 d<sup>&#x2013;1</sup> when the temperature increased from 20 to 26&#x00B0;C and then decreased to 0.15 d<sup>&#x2013;1</sup> with a further increase in temperature to 32&#x00B0;C (<xref ref-type="fig" rid="F1">Figure 1A</xref> and <xref ref-type="supplementary-material" rid="DS6">Supplementary Figure 2</xref>). The <italic>Fv/Fm</italic> ratio of <italic>E. voratum</italic> SCS01 gradually decreased from 0.64 to 0.61 as the temperature increased from 20 to 29&#x00B0;C and then dramatically declined to 0.47 at 32&#x00B0;C (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Visible plastid photobleaching was observed in <italic>E. voratum</italic> SCS01 coccoid and mastigote cells at 32&#x00B0;C (<xref ref-type="fig" rid="F1">Figure 1B</xref> and <xref ref-type="supplementary-material" rid="DS6">Supplementary Figure 3</xref>), which was supported by a significant decline in pigment content (chlorophyll and carotenoid contents) (<xref ref-type="fig" rid="F1">Figure 1C</xref>) and <italic>Fv/Fm</italic> values (<xref ref-type="fig" rid="F1">Figure 1A</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Effect of temperature variations on the growth, photosynthesis and cell morphology of <italic>E. voratum</italic> SCS01. <bold>(A)</bold> Variations in the maximal growth rate (&#x03BC;max) and the photochemical efficiency of PSII (<italic>Fv/Fm</italic>) in <italic>E. voratum</italic> SCS01. <bold>(B)</bold> Representative micrographs (bright field) of mastigote and coccoid cells of <italic>E. voratum</italic> SCS01 (day 6). <bold>(C)</bold> Variations in pigment content in <italic>E. voratum</italic> SCS01 (day 6).</p></caption>
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</sec>
<sec id="S3.SS2">
<title>Physiological and Morphological Changes During Bleaching and Recovery</title>
<p>The physiological and morphological changes observed in <italic>E. voratum</italic> SCS01 during the bleaching and recovery processes are shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. Cell counts increased from 2.3 &#x00D7; 10<sup>5</sup> cells mL<sup>&#x2013;1</sup> to 2.5 &#x00D7; 10<sup>6</sup> cells mL<sup>&#x2013;1</sup> from days 0 to 4, when <italic>E. voratum</italic> SCS01 was incubated at 26&#x00B0;. After transfer to 32 &#x00B0;C, cell counts decreased dramatically to 4.6 &#x00D7; 10<sup>5</sup> cells mL<sup>&#x2013;1</sup> on day 10. After 4 days of recovery at 26&#x00B0;C, the cell count increased again to 1.5 &#x00D7; 10<sup>6</sup> cells mL<sup>&#x2013;1</sup> (<xref ref-type="fig" rid="F2">Figure 2A</xref>). The <italic>Fv/Fm</italic> value exhibited a similar variation trend. Morphological measurements clearly showed pigment loss in mastigote and coccoid cells on day 6 and day 10 due to thermal stress (32&#x00B0;C), but the cells recovered a brownish color after being returned to 26&#x00B0;C for 4 days (day 14) (<xref ref-type="fig" rid="F2">Figure 2B</xref> and <xref ref-type="supplementary-material" rid="DS6">Supplementary Figure 4</xref>). In accordance with the observed morphological changes, cellular chlorophyll and carotenoid contents decreased with thermal stress then increased after the stress was removed (<xref ref-type="fig" rid="F2">Figure 2C</xref>). The net photosynthetic rate was lower, and the respiration rate was higher at 32&#x00B0;C than at 26&#x00B0;C in the initial and recovery cultures (<xref ref-type="fig" rid="F2">Figure 2D</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Variations in cell abundance and <italic>Fv/Fm</italic> <bold>(A)</bold>, cell morphology <bold>(B)</bold>, pigment content <bold>(C)</bold>, photosynthesis and respiration rates <bold>(D)</bold> in <italic>E. voratum</italic> SCS01 during the photobleaching and recovery experiment. To monitor the photobleaching and recovery of <italic>E. voratum</italic> SCS01, the cells were initially cultured under their optimal growth temperature (26&#x00B0;C, initial period). The cells were exposed to thermal stress (32&#x00B0;C, bleached period). After incubation under thermal stress, the cells were transferred to their optimal growth temperature again (26&#x00B0;C, recovery period).</p></caption>
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<p>Two distinct life forms of <italic>E. voratum</italic> SCS01 were identified during the bleaching and recovery periods, including coccoid cells (vegetative) and mastigote cells (flagellated) (<xref ref-type="fig" rid="F3">Figure 3A</xref> and <xref ref-type="supplementary-material" rid="DS6">Supplementary Figure 5</xref>). Mastigote cells dominated the initial cultures (day 4) and constituted over 85% of the total cells. At this stage, coccoid cells accounted for approximately 10% of the total cells (<xref ref-type="fig" rid="F3">Figure 3B</xref>). During the bleaching period (days 4 and 10), the proportion of coccoid cells increased to over 50%. The proportion of mastigote cells simultaneously declined to 13% (<xref ref-type="fig" rid="F3">Figure 3B</xref>). When the photobleached <italic>E. voratum</italic> SCS01 cells were returned to 26&#x00B0;C, the proportions of coccoid and mastigote cells recovered to the levels observed in the initial period (day 4).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>The life forms of <italic>E. voratum</italic> SCS01 and genes related to these life forms during the photobleaching and recovery experiment. <bold>(A)</bold> Representative micrographs under bright-field conditions (top) and transmission electron micrographs (bottom) of the two major life forms observed in <italic>E. voratum</italic> SCS01 cells [1- and 3-mastigote cells (flagellated) and 2- and 4-coccoid cells (vegetative)]. <bold>(B)</bold> The proportions of mastigote cells and coccoid cells on day 4 (26&#x00B0;C, initial period), day 6 (32&#x00B0;C, bleached period), day 10 (32&#x00B0;C, bleached period), and day 14 (26&#x00B0;C, recovery period). <bold>(C)</bold> Pheatmap of differentially transcribed genes possibly related to life form formation. The pheatmap was drawn based on the FPKM values of differentially transcribed genes on day 4 (26&#x00B0;C, initial period), day 6 (32&#x00B0;C, bleached period), day 10 (32&#x00B0;C, bleached period), and day 14 (26&#x00B0;C, recovery period). Asterisks indicate significantly transcribed genes in the bleached period or recovery period vs. the initial period (<italic>q</italic>-value &#x003C; 0.001).</p></caption>
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</sec>
<sec id="S3.SS3">
<title>Transcriptomic Responses to Temperature Changes</title>
<p>The transcriptomes of <italic>E. voratum</italic> SCS01 were analyzed in different stages of bleaching and recovery processes (<xref ref-type="fig" rid="F3">Figure 3C</xref> and <xref ref-type="supplementary-material" rid="DS4">Supplementary File 4</xref>). Three genes related to cell motility mediated by the flagellum were downregulated during the bleaching period (<xref ref-type="fig" rid="F3">Figure 3C</xref>). These genes encoded sperm motility kinase 2B (2.1-fold downregulation in day 10 bleaching samples compared to the initial day 4 samples, <italic>q</italic>-value &#x003C; 0.001), sperm acrosomal protein FSA-ACR.1 (2.5-fold downregulation in day 10 bleaching samples compared to the initial day 4 samples, <italic>q</italic>-value &#x003C; 0.001), and cation channel sperm-associated protein 1 (2.0-fold downregulation in day 10 bleaching samples compared to the initial day 4 samples, <italic>q</italic>-value &#x003C; 0.001). These results were consistent with the decrease in mastigote cells during the bleaching period. Genes encoding MEI2 protein family members (ML1, ML2, ML3, ML4, and ML5, over 2.1-fold downregulation in day 10 bleaching samples compared to the initial day 4 samples, <italic>q</italic>-value &#x003C; 0.001), the meiotically up-regulated gene 158 protein (2.7-fold downregulation in day 10 bleaching samples compared to the initial day 4 samples, <italic>q</italic>-value &#x003C; 0.001) and meiotic recombination protein DMC1-like subunits (2.7-fold downregulation in day 10 bleaching samples compared to the day 4 initial samples, <italic>q</italic>-value &#x003C; 0.001), which may be involved in meiosis, showed decreased expression with increasing temperature (<xref ref-type="fig" rid="F3">Figure 3C</xref>).</p>
<p>The abundance of genes involved in pigment metabolism, photosynthesis, respiration, carbohydrate metabolism and antioxidant activities at different temperatures was also compared (<xref ref-type="fig" rid="F4">Figure 4</xref> and <xref ref-type="supplementary-material" rid="DS5">Supplementary File 5</xref>). During the bleaching period, genes involved in carotenoid synthesis (i.e., CHLP and VDE) were significantly downregulated (over twofold downregulation in day 10 bleaching samples compared to the initial day 4 samples, <italic>q</italic>-value &#x003C; 0.001), and genes related to carotenoid degradation (i.e., carotenoid 9,10 cleavage dioxygenase 1 and the pheophytinase (PPH) responsible for chlorophyll and carotenoid cleavage) were upregulated (over twofold upregulation in day 10 bleaching samples compared to the initial day 4 samples, <italic>q</italic>-value &#x003C; 0.001) (<xref ref-type="fig" rid="F4">Figure 4A</xref>). Thermal stress universally upregulated the transcription of genes related to photosynthesis, respiration and antioxidant activities [i.e., PsbB, PsbC, PsbD, PsbO, fucoxanthin-chlorophyll as binding protein (FCPA), light harvesting chlorophyll (LHC), PsaA, PsaB, ATPF1B, and ATPF1A, involved in chloroplast photosynthesis; cyclooxygenase 1 (COX1), COX2, COX3, and ATP5O and ATP5E of ATPase, involved in mitochondrial respiration; and HSP70, superoxide dismutase (SOD) and chloramphenicol acetyltransferase (CAT), involved in antioxidant activities] (<xref ref-type="fig" rid="F4">Figures 4A,B</xref>). The genes encoding cytochrome b-c1 complex subunit Rieske-2 (UQCRDS6), NADH dehydrogenase beta subcomplex subunit 2 and ATP synthase subunit epsilon (mitochondrial, ATP5E) were upregulated over 7-fold in bleaching samples on day 10 compared to the initial samples on day 4 (<italic>q</italic>-value &#x003C; 0.001). The genes encoding HSP70, SOD and CAT were upregulated over 5.5-fold in bleaching samples on day 10 compared to the initial samples on day 4 (<italic>q</italic>-value &#x003C; 0.001).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Differential transcription of photosynthesis-related genes during the bleaching and recovery experiment. <bold>(A)</bold> Pheatmap of differentially transcribed genes involved in pigment metabolism, photosynthesis, respiration, carbohydrate metabolism and antioxidant activity. <bold>(B)</bold> Scheme illustrating the effect of thermal stress on the photobleaching and recovery of <italic>E. voratum</italic> SCS01 cells. The pheatmap was drawn based on the FPKM values of differentially transcribed genes on day 4 (26&#x00B0;C, initial period), day 6 (32&#x00B0;C, bleached period), day 10 (32&#x00B0;C, bleached period), and day 12 (26&#x00B0;C, recovery period). Stars indicate significantly transcribed genes in the bleached period or recovery period vs. the initial period (<italic>q</italic>-value &#x003C; 0.001).</p></caption>
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</fig>
<p>For carbohydrate metabolism, we observed the downregulation of genes encoding proteins related to CO<sub>2</sub> fixation and starch and cellulose synthesis [i.e., ribulose bisphosphate carboxylase large chain precursor (RBCL), starch synthase 1 (SS1) and callose synthase (CALS)] and the upregulation of genes encoding proteins related to lipid synthesis (i.e., MCAT, HSD17B4, and ASAH2) under thermal stress (<xref ref-type="fig" rid="F4">Figure 4A</xref>). The expression of genes during the recovery period exhibited a recovery trend when <italic>E. voratum</italic> SCS01 was cultured at the optimal temperature (26&#x00B0;C) again, except for several genes related to photosynthesis and carbohydrate metabolism (<xref ref-type="fig" rid="F4">Figure 4A</xref>).</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<sec id="S4.SS1">
<title>Photobleaching of <italic>E. voratum</italic> SCS01 Cells Under Thermal Stress</title>
<p>Increasing the temperature from 20 to 32&#x00B0;C altered the growth of free-living <italic>E. voratum</italic> SCS01, and notable photosynthesis inhibition occurred at 32&#x00B0;C (<xref ref-type="fig" rid="F1">Figure 1</xref> and <xref ref-type="supplementary-material" rid="DS6">Supplementary Figure 2</xref>). This phenomenon of photosynthesis inhibition under elevated temperature was also observed in <italic>Symbiodinium</italic> and <italic>Breviolum</italic>, but not in <italic>Durusdinium</italic> and <italic>Fugacium</italic> (<xref ref-type="bibr" rid="B36">Takahashi et al., 2013</xref>; <xref ref-type="bibr" rid="B22">Karim et al., 2015</xref>). These results suggest that the sensitivity of PSII (<italic>Fv/Fm</italic>) to elevated temperature differs among Symbiodiniaceae phylotypes. The researchers responsible for earlier findings revealed that photoinhibition of Symbiodiniaceae is largely an impairment of PSII due to ROS production caused by high irradiance during thermal stress with the rate of photoinactivation of the core PSII proteins exceeding the rate of repair (<xref ref-type="bibr" rid="B31">Rehman et al., 2016</xref>; <xref ref-type="bibr" rid="B14">Goyen et al., 2017</xref>; <xref ref-type="bibr" rid="B25">Lesser, 2019</xref>). At the gene transcriptional level, we observed that antioxidant activity-related genes (i.e., genes encoding HSP70, SOD and CAT) and photosynthesis-related genes (i.e., genes encoding PsbB, PsbC, PsbD, PsbO, FCPA, and LHC in PSII; PsaA and PsaC in PSI; ATPF1B and ATPF1A of ATPase in chloroplasts) were significantly upregulated under thermal stress (<xref ref-type="fig" rid="F4">Figure 4</xref>, especially at day 10), which is uncorrelated with declines in <italic>Fv/Fm</italic>. Thus, the observed photoinhibition of <italic>E. voratum</italic> SCS01 in this study is likely due to that the repair mechanism via antioxidant-related system does not match the rate of photoinactivation of the core PSII proteins and other photosynthetic related proteins. The previous study has been inferred that initial damage to the carbon fixation (dark reactions) at bleaching-relevant temperatures resulted in an electron sink limitation and, consequently, PSII photoinhibition (<xref ref-type="bibr" rid="B21">Jones et al., 1998</xref>). In this study, we observed that the gene encoding the Rubisco (RBCL) for carbon fixation was significantly downregulated, but the gene encoding Ribulose bisphosphate carboxylase/oxygenase activase (RCA) was significantly upregulated under thermal stress (<xref ref-type="fig" rid="F4">Figure 4</xref>, especially at day 10), suggesting Rubisco activity is heat sensitive and it might be regulated by Rubisco activase in <italic>E. voratum</italic> SCS01. Furthermore, we initially observed significant photosynthesis inhibition of <italic>E. voratum</italic> SCS01 under thermal stress (at day 6), but the degree of photosynthesis inhibition was alleviated in <italic>E. voratum</italic> SCS01 at day 10 (<xref ref-type="fig" rid="F2">Figure 2</xref>). Together, these results indicated that <italic>E. voratum</italic> SCS01 cells exhibited thermal acclimation potential as well, which involved the repair of photosynthetic related proteins via antioxidant systems.</p>
<p>We also observed dramatic loss of photosynthetic pigments and/or plastid photobleaching under thermal stress. The pigment content of free-living Symbiodiniaceae <italic>E. voratum</italic> SCS01 was dramatically reduced, and the plastids of <italic>E. voratum</italic> SCS01 were bleached at 32&#x00B0;C. For symbiotic Symbiodiniaceae cells isolated from corals, previous studies showed that <italic>Symbiodinium</italic> sp. CCMP827 lost 50% of its initial pigment content at 34&#x00B0;C (<xref ref-type="bibr" rid="B36">Takahashi et al., 2013</xref>), but <italic>Symbiodinium</italic> sp. (Avir) tolerated a wide range (10&#x2013;35&#x00B0;C) of temperatures (<xref ref-type="bibr" rid="B29">Pierangelini et al., 2020</xref>). These results indicated that Symbiodiniaceae taxa exhibited different photobleaching threshold temperatures, which caused a dramatic loss of photosynthetic pigments and/or plastid photobleaching. The transcriptomic analysis of <italic>E. voratum</italic> SCS01 under thermal stress revealed an increase in the expression of genes involved in chlorophyll and carotenoid breakdown. These results supported the conclusion from previous studies that the degradation of pigments under thermal stress is an important reason for algal photobleaching (<xref ref-type="bibr" rid="B2">Asada, 2004</xref>; <xref ref-type="bibr" rid="B1">Andreeva et al., 2007</xref>; <xref ref-type="bibr" rid="B36">Takahashi et al., 2013</xref>). The present study further found that genes (i.e., genes encoding CHLP and VDE) related to the biosynthesis of carotenoids were significantly downregulated under high-temperature stress. This upregulation indicated that thermal stress caused photobleaching of <italic>E. voratum</italic> SCS01 via the degradation of pigments and the slowing of carotenoid biosynthesis.</p>
</sec>
<sec id="S4.SS2">
<title>Recovery of <italic>E. voratum</italic> SCS01 Cells After Short-Term Thermal Stress</title>
<p>The present study observed that bleached <italic>E. voratum</italic> SCS01 cells recovered their photosynthesis activity and brownish color quickly after the thermal stress was removed (<xref ref-type="fig" rid="F2">Figure 2</xref>). Notably, we observed that the proportions of different <italic>E. voratum</italic> life forms changed during photobleaching and recovery (<xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F5">5</xref>). The main life forms of Symbiodiniaceae include coccoid cells (vegetative) and mastigote cells (flagellated) (<xref ref-type="bibr" rid="B8">Fitt and Trench, 1983</xref>). The motility of mastigote cells of Symbiodiniaceae is the main characteristic of the free-living state (<xref ref-type="bibr" rid="B8">Fitt and Trench, 1983</xref>). Therefore, the proportions of mastigote cells accounted for approximately 85% of the total <italic>E. voratum</italic> SCS01 cells under the optimum growth temperature of 26&#x00B0;C in the present study. However, the proportion of coccoid cells significantly increased and mastigote cells significantly decreased when the temperature increased from 26&#x00B0;C (day 4) to 32&#x00B0;C (day 10). After removal of the thermal stress, the proportion of coccoid cells significantly decreased and the mastigote cells recovered to initial levels. These results suggested that coccoid cells are more tolerant to short-term thermal stress than mastigote cells of <italic>E. voratum</italic>. Gene transcription analysis observed that genes related to antioxidant activities (i.e., HSP70, SOD, and CAT) and respiration recovered quickly, and genes related to pigment metabolism (i.e., CCD, VDE, and CHLP), carbohydrate metabolism and photosynthesis partially recovered to their initial levels after the removal of thermal stress. The genes encoding a sperm motility kinase, sperm acrosomal protein and cation channel sperm-associated protein also exhibited recovery trends. These genes play important roles in flagellated sperm motility and development (<xref ref-type="bibr" rid="B3">Bissonnette et al., 2009</xref>) and may be involved in the decrease in the proportion of mastigote cells under high-temperature stress. The functions of mastigote cells appear to include migration and grazing on bacteria and other unicellular eukaryotes (<xref ref-type="bibr" rid="B20">Jeong et al., 2012</xref>), which suggests that short-term high temperature affects the movement ability and feeding behavior of Symbiodiniaceae, but it recovers after the removal of thermal stress.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>A proposed model of photobleaching and life form transformation in seawater and host cells following short-term thermal stress-induced bleaching and recovery.</p></caption>
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</sec>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>The present study focused on the physiological, cellular and molecular landscapes related to the photobleaching and recovery of free-living Symbiodiniaceae <italic>E. voratum</italic> SCS01 following short-term thermal stress. We observed that photosynthesis inhibition in <italic>E. voratum</italic> SCS01 cells due to thermal stress may be alleviated by prior thermal treatment, which suggests that the photosynthesis inhibition of <italic>E. voratum</italic> SCS01 cells could be alleviated by the short-term thermal acclimation. Our results indicate that the photobleaching of <italic>E. voratum</italic> SCS01 cells involves increased pigment degradation in plastids and a reduced rate of carotenoid biosynthesis. After the removal of thermal stress, the photobleached <italic>E. voratum</italic> SCS01 cells rapidly recovered. Most importantly, we report for the first time that thermal stress induced the transformation of the dominant life form of <italic>E. voratum</italic> SCS01 from mastigote cells to coccoid cells. Mastigote cells appeared to include migration and grazing on bacteria and other unicellular eukaryotes. Therefore, the decrease in mastigote cells suggests that thermal stress affects the movement ability and feeding behavior of Symbiodiniaceae. Overall, our results provide new insights into how free-living Symbiodiniaceae survive in the warming ocean via different mechanisms, most importantly by the transformation of their life form.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: NCBI (accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA699996">PRJNA699996</ext-link>).</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>SG: conceptualization, investigation, methodology, formal analysis, and writing&#x2014;original draft. GL: visualization and writing&#x2014;review and editing. XJ: investigation, methodology, and writing&#x2014;original draft. DQ, JL KY, and XM: investigation, writing&#x2014;review and editing. YT: resources, writing&#x2014;review and editing. XX: resources, formal analysis, writing&#x2014;review and editing, supervision, and funding acquisition. All authors contributed to the article and approved the submitted version.</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 id="pudiscl1" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (41906135 and 31971501), the Key Special Project for Introduced Talents Team of Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou) (GML2019ZD0405), and the CAS Pioneer Hundred Talents Program (Y8SL031001 and Y9YB021001).</p>
</sec>
<sec id="S9" 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.2021.740416/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2021.740416/full#supplementary-material</ext-link></p>
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