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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2022.845768</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>Temperature-Induced Environmental Chain Reaction in Marine Sedimentation and Its Impact on Manila Clam <italic>Ruditapes philippinarum</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Yi</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="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1471333/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Jihong</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1617281/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Xinmeng</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1617325/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Wenguang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kang</surname> <given-names>Qinzi</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Chaolun</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/785713/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of Marine Ecology and Environmental Science, Institute of Oceanology, Chinese Academy of Sciences</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences</institution>, <addr-line>Qingdao</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>College of Fisheries and Life Science, Dalian Ocean University</institution>, <addr-line>Dalian</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Dapeng Liu, Georgia Institute of Technology, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Fang Wang, Ocean University of China, China; Martin F. Soto-Jimenez, National Autonomous University of Mexico, Mexico; Xin Shen, Jiangsu Ocean University, China; Liqiang Zhao, Guangdong Ocean University, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Chaolun Li, <email>lcl@qdio.ac.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Fisheries, Aquaculture and Living Resources, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>01</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>845768</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Liu, Zhang, Wang, Wu, Kang and Li.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Liu, Zhang, Wang, Wu, Kang and Li</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>Marine Heatwaves (MHWs) events have been increasing, causing severe impacts on marine ecosystems and aquaculture. In this study, the effects of temperature on changes in sediment dissolved oxygen (DO) and hydrogen sulfide (H<sub>2</sub>S) concentrations and their effects on the behavioral and physiological responses of a bivalve were investigated by simulating different sudden summer temperature change conditions. The results showed that temperature was an important factor affecting DO consumption and H<sub>2</sub>S release in sediments, and sediment type also played a key role. At higher temperatures, DO was consumed more rapidly and H<sub>2</sub>S release increased in sediments, and the DO was consumed and H<sub>2</sub>S released in sandy sediments was less than in silty sand sediments. The response of Manila clam&#x2019;s exercise behavior under environmental pressure was also rapid. The excavation index of the Manila clam decreased with the DO consumption, indicating that the Manila clam could alter its burial depth and move toward the sediment-water interface when stressed. Compared with phenol oxidases (PO) activity being activated under experimental conditions, succinate concentrations only increased slightly at 32&#x00B0;C, and did not surpass the threshold indicative of anaerobic metabolism. However, when toxic substances such as H<sub>2</sub>S start to accumulate, they may damage the immune system and tissues of the Manila clam, thereby affecting its future survival. Therefore, when temperatures are high for long periods in summer, it is necessary to take timely action to prevent and guard against harm caused by DO and H<sub>2</sub>S to aquaculture organisms.</p>
</abstract>
<kwd-group>
<kwd><italic>Ruditapes philippinarum</italic></kwd>
<kwd>temperature</kwd>
<kwd>dissolved oxygen</kwd>
<kwd>hydrogen sulfide</kwd>
<kwd>behavioral characteristic</kwd>
<kwd>physiological response</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="10"/>
<word-count count="6994"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Global climate change is responsible for increased frequency, intensity, and duration of extreme events, such as marine heatwaves (MHWs) are having far-reaching impacts on marine ecosystems (<xref ref-type="bibr" rid="B8">Gall et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Mcpherson et al., 2021</xref>). MHWs are driving temperature increases at rates and levels well above projected warming scenarios (<xref ref-type="bibr" rid="B2">Babcock et al., 2019</xref>; <xref ref-type="bibr" rid="B15">Holbrook et al., 2019</xref>). The coupled impacts of acute temperature change and species thermal tolerance are causing havoc across the aquaculture industry as seen in the mass mortality of bivalves and seaweeds (<xref ref-type="bibr" rid="B40">Smale et al., 2019</xref>; <xref ref-type="bibr" rid="B12">He et al., 2021</xref>; <xref ref-type="bibr" rid="B37">Plecha et al., 2021</xref>; <xref ref-type="bibr" rid="B50">Xu et al., 2022</xref>). Increasing temperatures appear to be the more important contemporary stressor for many marine organisms (<xref ref-type="bibr" rid="B17">Hughes et al., 2017</xref>; <xref ref-type="bibr" rid="B40">Smale et al., 2019</xref>; <xref ref-type="bibr" rid="B38">Scanes et al., 2020a</xref>,<xref ref-type="bibr" rid="B39">b</xref>).</p>
<p>Increasing temperatures are not the only environmental source of stress to marine organisms. Increases in temperature are naturally accompanied by decreases in dissolved oxygen (DO) concentration. Globally, the prevalence of hypoxic areas caused by high temperatures in summer continues to increase, especially in offshore eutrophic areas (<xref ref-type="bibr" rid="B6">Diaz and Rosenberg, 2008</xref>; <xref ref-type="bibr" rid="B44">Suikkanen et al., 2013</xref>; <xref ref-type="bibr" rid="B41">Smith et al., 2020</xref>). Following the excessive reproduction of phytoplankton, massive amounts of organic matter sink to the seafloor where they are degraded <italic>via</italic> processes that consume oxygen and produce hypoxia or anoxia regions (<xref ref-type="bibr" rid="B28">Li et al., 2018</xref>). Especially in summer, haloclines and thermoclines weaken the vertical exchange of water, hindering the vertical mixing of DO, and aggravating the hypoxic or anoxic conditions of bottom waters (<xref ref-type="bibr" rid="B46">Wei et al., 2007</xref>). Additionally, biological sedimentation resulting from benthic shellfish culture has also led to increased sediment oxygen consumption, which exacerbated the risk of hypoxia or anoxia in the sediment environment of culture areas (<xref ref-type="bibr" rid="B10">Gilbert et al., 1997</xref>; <xref ref-type="bibr" rid="B53">Yang et al., 2007</xref>). In hypoxic or anoxic environments, the sedimentary environment shifts from an oxidative state to a reductive state (<xref ref-type="bibr" rid="B35">Nagasoe et al., 2011</xref>), which accelerates the process of acid volatile sulfur (AVS) reduction to produce hydrogen sulfide (H<sub>2</sub>S) (<xref ref-type="bibr" rid="B23">Kodama et al., 2018</xref>). H<sub>2</sub>S can be harmful, and even lethal, to benthic organisms (<xref ref-type="bibr" rid="B42">Smith et al., 1977</xref>; <xref ref-type="bibr" rid="B20">Joyner-Matos et al., 2010</xref>; <xref ref-type="bibr" rid="B43">Soldatov et al., 2018</xref>). To date, many studies regarding the environmental impact on shellfish have focused on the variation of DO concentration and the content of AVS in the water column, little attention has been paid to sedimental DO concentration and the H<sub>2</sub>S content which is confirmed to be the only sulfide that causes harm to aquatic animals (<xref ref-type="bibr" rid="B23">Kodama et al., 2018</xref>; <xref ref-type="bibr" rid="B29">Liang, 2019</xref>). Therefore, the variation of DO and H<sub>2</sub>S concentrations in the sedimental environment under high summertime water temperature are currently unknown.</p>
<p>Changes in environmental factors significantly affect the behavioral and physiological responses of marine organisms (<xref ref-type="bibr" rid="B31">Long et al., 2008</xref>; <xref ref-type="bibr" rid="B27">Li et al., 2019</xref>). When benthic shellfish experience hypoxia, they often seek access to additional oxygen by altering their digging behavior to reduce their burial depth (<xref ref-type="bibr" rid="B25">Lee et al., 2011</xref>). Bivalves mainly rely on glycolysis to meet their energy requirements when exposed to hypoxic conditions, and when the DO concentration continues to decrease, the dissimilation of glycolysis and the accumulation of succinate or propionate will be observed (<xref ref-type="bibr" rid="B25">Lee et al., 2011</xref>). Therefore, succinate concentrations can be used as an indicator of hypoxia stress in bivalve molluscs (<xref ref-type="bibr" rid="B25">Lee et al., 2011</xref>). Additionally, phenol oxidases (PO) and hydrolases, which are usually involved in detoxification, inflammation, and digestion, are considered to be the immune functions of bivalve molluscs that are most susceptible to environmental stressors (<xref ref-type="bibr" rid="B13">Hellio et al., 2006</xref>). Meanwhile, PO also plays an important role in the melanization of soft tissues and shells of bivalves (<xref ref-type="bibr" rid="B4">Cerenius et al., 2008</xref>). Even though the multiple environmental pressures often overlap in practical cases, most studies focus on individual pressures and few have considered the relationships between multiple pressure sources and how they affect marine organisms (<xref ref-type="bibr" rid="B36">Parisi et al., 2017</xref>).</p>
<p>The Manila clam <italic>Ruditapes philippinarum</italic> aquacultured in America and Europe was originated from Asia, and is now one of the most popular clams worldwide. However, Manila clam is threatened with mass death every summer (<xref ref-type="bibr" rid="B19">Jonsson and And&#x00E9;, 1992</xref>; <xref ref-type="bibr" rid="B47">Wootton et al., 2003</xref>). Although there is evidence that environmental factors play a decisive role in the survival of Manila clam (<xref ref-type="bibr" rid="B9">Gestal et al., 2008</xref>; <xref ref-type="bibr" rid="B32">Matozzo and Marin, 2011</xref>), it does not seem possible to pin the cause of a large-scale Manila clam die-offs in summer on a single environmental pressure (<xref ref-type="bibr" rid="B7">Gajbhiye and Khandeparker, 2019</xref>). This is because any change in an environmental factor will trigger a series of environmental chain reactions. Therefore, a single change can drive changes in other environmental factors that may jointly affect the survival of marine organisms in an environment, resulting in large-scale mortality in conditions that would normally be considered tolerable (<xref ref-type="bibr" rid="B36">Parisi et al., 2017</xref>; <xref ref-type="bibr" rid="B22">Kim et al., 2018</xref>). In this study, temperature-controlled experiments were conducted to simulate sudden temperature changes in summer, to identify the characteristics of variation of DO and H<sub>2</sub>S in different substrate types of sediments under different temperature conditions, and to clarify the environmental chain reactions brought about by temperature, as well as the effects on the behavioral and physiological responses of Manila clam. This study will serve as a reference for future research on artificial breeding, resource conservation, behavior, and early warning mechanisms of the Manila clam and related molluscs.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Method</title>
<p>In June 2020, following previous studies, box-corer and water sampler were used to collect sediments and bottom seawater from high-density and low-density breeding areas in the Weifang Longwei group breeding area in the Xiaoqing River Estuary (37&#x00B0;16.290&#x2032;N, 119&#x00B0;04.248&#x2032;E) in Shandong Province, China. Sediment samples were firstly filtered to remove macrobenthic organisms. After the samples were collected, kept separate according to different sites and put into a refrigerator, and the experiment was initiated immediately after returning to the laboratory. The environmental characteristics of the sampling sites are shown in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Environmental characteristics of the sampling site.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">High-density area</td>
<td valign="top" align="center">Low-density area</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Depth at high tide (m)</td>
<td valign="top" align="center">4.3</td>
<td valign="top" align="center">8.7</td>
</tr>
<tr>
<td valign="top" align="left">Water temperature (&#x00B0;C)</td>
<td valign="top" align="center">25.50</td>
<td valign="top" align="center">24.86</td>
</tr>
<tr>
<td valign="top" align="left">Sediment temperature (&#x00B0;C)</td>
<td valign="top" align="center">26.17</td>
<td valign="top" align="center">25.84</td>
</tr>
<tr>
<td valign="top" align="left">Salinity</td>
<td valign="top" align="center">28.43</td>
<td valign="top" align="center">28.51</td>
</tr>
<tr>
<td valign="top" align="left">Mediangrain size of surface sediment (&#x03BC;m)</td>
<td valign="top" align="center">67.35</td>
<td valign="top" align="center">110.33</td>
</tr>
<tr>
<td valign="top" align="left">Silty and Mud (%)</td>
<td valign="top" align="center">46.62</td>
<td valign="top" align="center">11.23</td>
</tr>
<tr>
<td valign="top" align="left">Substrate types</td>
<td valign="top" align="center">Silty sand</td>
<td valign="top" align="center">Sandy</td>
</tr>
</tbody>
</table></table-wrap>
<p>Manila clams were provided by the Shandong Longwei Group. To avoid any transportation/transition effect on the shellfish in this experiment, the clams were acclimatized to the laboratory for 1 week before the experiment. During acclimation, the water temperature was 24&#x00B0;C, salinity was 30, the clams were fed chlorella every day, and oxygen was maintained and water changed daily.</p>
<p>The sediments of different types were spread evenly in experimental tanks [20 cm (L) &#x00D7; 15 cm (W) &#x00D7; 25 cm (H)] to a depth of approximately 10 cm. The bottom seawater collected <italic>in situ</italic> was added (water depth of about 10 cm), and the experimental tanks were placed in the thermostatic water baths at 24 28, and 32&#x00B0;C. The water level in the water bath exceeded the height of the overlying water in the experiment tanks. There were two different sediment types in each temperature water bath, making 6 experimental groups, and each experimental group had three replicate tanks. The experiment lasted for 12 h (one tidal cycle).</p>
<p>A particularly designed cylindrical collector (5 cm in diameter and 20 cm in depth) was inserted in each experimental tank to avoid the interference of experimental organisms. The sedimental DO and H<sub>2</sub>S content at different depths were measured in the collector using a microelectrode system (Unisense, Aarhus, Denmark). The experimental monitoring parameters were measured every 3 h. The measurements were conducted to 10 cm below the surface sediment with microelectrode steps of 5 mm.</p>
<p>At the beginning of the experiment, the Manila clams in the holding tank were directly placed into the experimental tanks to simulate sudden temperature change in natural conditions. 10 clams (5.3 &#x00B1; 0.27 g, 30.38 &#x00B1; 1.23 mm shell length) were placed in each experimental tank and 30 Manila clams with the same specifications as the experimental clams were selected from the temporary culture flume to serve as the control (3 groups). The experiment lasted for 12 h. The succinate concentration in the muscle and PO activity in the hepatopancreas in the Manila clams were measured before and after the experiment, and the excavation index of Manila clam was measured after the experiment.</p>
</sec>
<sec id="S2.SS2">
<title>Sample Measurement</title>
<p>H<sub>2</sub>S at different depths were measured using the manual propeller paired with the microelectrode system. The overlying water-sediment interface was recorded as the depth of 0 cm. The change of DO was quantified based on the overlying water DO concentration, penetration depth, and average DO concentration of the penetration layer. Specific operational parameters: the DO penetration depth referred to the depth from the sediment water interface to the depth where the DO concentration was lower than 0.1 mg/L, and the average concentration of DO in the penetration layer was recorded (<xref ref-type="bibr" rid="B29">Liang, 2019</xref>).</p>
<p>After the experiment, the digging scores of all Manila clams in each experimental group were recorded. The specific scores were graded as follows: 1, shells were completely buried in the sediment; 0.5, shells were partially exposed; 0, shells were entirely exposed on the sediment surface (<xref ref-type="bibr" rid="B26">Lee et al., 2007</xref>, <xref ref-type="bibr" rid="B25">2011</xref>). The digging scores of all shellfish were added together and divided by the number of shellfish to obtain the digging index for the Manila clam. The higher the index was, the deeper the Manila clam was. After that, the Manila clams from each tank were collected and the hepatopancreas and soft tissues were dissected, sampled, and stored in liquid nitrogen for later use.</p>
<p>Succinate was measured in clams exposed to different temperatures and compared to the control clams measured before exposure. After freeze-drying the muscle tissue, the samples were ground into a powder with a freeze grinder. 100 mg dried sample powder was weighed and 1 mL of 50% methanol/water solution was added, this solution was vortexed for 30 min, centrifugated at 12000 rpm for 5 min, and 50 &#x03BC;L of supernatant was collected. 50 &#x03BC;L of propionic acid isotope standard (5 &#x03BC;g/ml), 50 &#x03BC;L of 3-nitrophenylhydrazine (3-NPH) (250 mM, prepared with 50% methanol/water solution), and 50 &#x03BC;L of EDC [150 mM, prepared with 75% methanol/water solution (containing 7.5% pyridine), i.e., methanol: water: pyridine = 69.375: 23.125: 7.5] were added to the supernatant and it was placed in a shaking mixer for derivatization at 30&#x00B0;C for 30 min. After that, 50 &#x03BC;L of 2,6-di-tert-butyl-p-cresol (BHT) methanol solution (2 mg/mL) and 250 &#x03BC;L of 75% methanol aqueous solution were added. The sample was centrifuged at 12000 rpm for 5 min at 4&#x00B0;C. 200 &#x03BC;l of the supernatant was extracted and analyzed by mass spectrometry.</p>
<p>The separation was performed using a Waters UPLC BEH C8 column (2.1 &#x00D7; 100 mm, 1.7 &#x03BC;m) with the mobile phases of A-phase (water, 0.01% formic acid) and B-phase (methanol: isopropanol = 8: 2) at a flow rate of 0.3 ml/min. The column temperature was 45&#x00B0;C. Mass spectrometry was performed using a Waters XEVO TQ-S Micro tandem quadrupole mass spectrometer system. The ion source voltage was 3.0 kV, the temperature was 150&#x00B0;C, the desolvation temperature was 350&#x00B0;C, the desolvation gas flow rate was 1000 L/h, and the cone well gas flow rate was 10 L/h.</p>
<p>The PO activity was measured in the hepatopancreas of each clam. The frozen samples were ground into powder using a cold grinder (SPEX, United States) then 500 &#x03BC;L of lysate was added and the solution was homogenized before centrifugation at 1000 r/min at 4&#x00B0;C for 45 min. The supernatant was collected and the PO activity was determined by a previously reported method. Specifically, 50 &#x03BC;L of supernatant and 50 &#x03BC;L of Tris-HCl buffer were incubated at 25&#x00B0;C for 10 min, then 100 &#x03BC;L of 0.04 M L-DOPA was added and the absorbance value at 492 nm was read 30 min later with a microplate reader at 25&#x00B0;C. Meanwhile, the spontaneous oxidation of L-dopa was measured using the same method, but pure water was used as the reactant instead of supernatant and any spontaneous oxidation results were removed from the measured values during calculation.</p>
<p>The PO specific activities were calculated as:</p>
<p>PO specific activities (U/mg prot) = (&#x0394;A/min &#x00D7; dilution factor)/total protein concentration</p>
<p>where, &#x0394;A/min is the value of the increase in absorbance per minute; dilution factor is the sample&#x2019;s dilution factor; and total protein concentration is the sample&#x2019;s protein concentration assayed with Bradford&#x2019;s method.</p>
</sec>
<sec id="S2.SS3">
<title>Data Analysis</title>
<p>Three-factor analysis of variance was used to explore the influences of temperature, time, and geological type on the variables. One-way analysis of variance was used to explore the influences of temperature, DO, and H<sub>2</sub>S on behavior and physiological indicators. The above analysis is completed in the R language program using the &#x201C;vegan&#x201D; package.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Characteristics of Environmental Factor Changes in Sediments</title>
<sec id="S3.SS1.SSS1">
<title>Dissolved Oxygen Content in Sediment</title>
<p>At 24&#x00B0;C, the average DO content of the penetration layer, penetration depth of the penetration layer, and DO content of overlying water in silty sand sediments and sandy sediments difference was not significant (<italic>p</italic> &#x003E; 0.05, <xref ref-type="fig" rid="F1">Figure 1</xref>). At 28&#x00B0;C, DO-related parameters began to decline as the experiment progressed. The average DO content of the penetration layer, penetration depth of the penetration layer, and DO content of overlying water in silty sand and sandy sediments decreased from 3.58 mg/L, 1.50 cm, and 6.51 mg/L and 3.91 mg/L, 1.75 cm, and 6.75 mg/L at the beginning of the experiment to 0.79 mg/L, 0.75 cm, and 2.88 mg/L and 1.75 mg/L, 1.14 cm, and 4.78 mg/L at the end of the experiment, respectively. Likewise, at 32&#x00B0;C, all parameters of both sediment substrate types showed significantly decreases (<italic>p</italic> &#x003C; 0.05) after 3 h. The average DO content of the penetration layer, penetration depth of the penetration layer, and DO content of the overlying water in the silty sand and sandy sediments at 32&#x00B0;C decreased from 3.37 mg/L, 1.65 cm, and 6.71 mg/L and 3.92 mg/L, 1.59 cm, and 6.71 mg/L at the beginning of the experiment to 0.32 mg/L, 0.25 cm, and 2.62 mg/L and 0.63 mg/L, 0.75 cm, and 3.82 mg/L at the end, respectively. In comparison, the decrease in DO concentration of the penetration layer (55&#x2013;84%) was much higher than that of the overlying water (29&#x2013;43%).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Changes in the overlying water DO concentration, penetration depth of the penetration layer, and average DO concentration of the penetration layer in different sediment substrate types over time.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-845768-g001.tif"/>
</fig>
<p>The multivariate analysis of variance showed that the DO-related parameters were significantly affected by temperature, substrate, and time. The DO content of the overlying water was significantly affected by the interaction between temperature and substrate, as well as temperature and time individually. The average DO content of the penetration layer was significantly affected by the interaction between temperature and time, and the penetration depth was significantly affected by the interaction between temperature and time as well as substrate and time individually (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Two-way ANOVA results of DO-related parameters.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variables</td>
<td valign="top" align="left">Source</td>
<td valign="top" align="center"><italic>F</italic></td>
<td valign="top" align="center"><italic>P</italic></td>
<td valign="top" align="left">Source</td>
<td valign="top" align="center"><italic>F</italic></td>
<td valign="top" align="center"><italic>P</italic></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Overlying water DO concentration</td>
<td valign="top" align="left">Temperature</td>
<td valign="top" align="center">27.003</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Temperature &#x00D7; Substrate</td>
<td valign="top" align="center">5.793</td>
<td valign="top" align="center">0.02</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Substrate</td>
<td valign="top" align="center">8.792</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="left">Temperature &#x00D7; Time</td>
<td valign="top" align="center">19.564</td>
<td valign="top" align="center">0.00</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Time</td>
<td valign="top" align="center">79.119</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Substrate &#x00D7; Time</td>
<td valign="top" align="center">2.698</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">Average DO concentration of the penetration layer</td>
<td valign="top" align="left">Temperature</td>
<td valign="top" align="center">76.140</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Temperature &#x00D7; Substrate</td>
<td valign="top" align="center">0.257</td>
<td valign="top" align="center">0.62</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Substrate</td>
<td valign="top" align="center">15.501</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Temperature &#x00D7; Time</td>
<td valign="top" align="center">16.254</td>
<td valign="top" align="center">0.00</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Time</td>
<td valign="top" align="center">62.272</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Substrate &#x00D7; Time</td>
<td valign="top" align="center">1.461</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="top" align="left">Penetration depth of the penetration layer</td>
<td valign="top" align="left">Temperature</td>
<td valign="top" align="center">101.842</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Temperature &#x00D7; Substrate</td>
<td valign="top" align="center">1.240</td>
<td valign="top" align="center">0.28</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Substrate</td>
<td valign="top" align="center">31.694</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Temperature &#x00D7; Time</td>
<td valign="top" align="center">20.091</td>
<td valign="top" align="center">0.00</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Time</td>
<td valign="top" align="center">104.801</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="left">Substrate &#x00D7; Time</td>
<td valign="top" align="center">6.758</td>
<td valign="top" align="center">0.02</td>
</tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S3.SS1.SSS2">
<title>H<sub>2</sub>S Content in Sediment</title>
<p>As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, at the beginning of the experiment, there were no significant differences in H<sub>2</sub>S concentrations among the experimental groups (<italic>p</italic> &#x003E; 0.05). After the experiment started, there were still no significant differences in H<sub>2</sub>S concentration at different measurement time points in silty sand or sandy sediment substrates at 24&#x00B0;C (<italic>p</italic> &#x003E; 0.05), but there was a significant change with depth (<italic>p</italic> &#x003C; 0.05). The change characteristics were small in the middle and high in the surface and bottom layers. In the other temperature groups, the H<sub>2</sub>S concentrations gradually increased as time progressed, and the H<sub>2</sub>S concentration changed significantly with depth (<italic>p</italic> &#x003C; 0.05), but there was no obvious change law. At 28&#x00B0;C, the H<sub>2</sub>S concentrations in both sediment types increased drastically after 6 h (<italic>p</italic> &#x003C; 0.05), and the maximum H<sub>2</sub>S concentrations in silty sand and sandy sediments were 16.90 and 10.41 &#x03BC;mol/L, respectively. At 32 &#x00B0;C, H<sub>2</sub>S concentrations in both sediments showed a significant increase (<italic>p</italic> &#x003C; 0.05) after 3 h and the maximum H<sub>2</sub>S concentrations in silty sand and sandy sediments were 18.10 &#x03BC;mol/L and 12.32 &#x03BC;mol/L, at the end of the experiment, respectively.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>H<sub>2</sub>S concentrations at different depths over time in two sediment substrate types.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-845768-g002.tif"/>
</fig>
<p>The multivariate analysis of variance showed that the H<sub>2</sub>S concentrations in sediments were significantly affected by temperature, substrate, and time (temperature: <italic>F</italic> = 358.458, <italic>p</italic> &#x003C; 0.01; substrate: <italic>F</italic> = 86.124, <italic>p</italic> &#x003C; 0.01; time: <italic>F</italic> = 352.653, <italic>p</italic> &#x003C; 0.01). There were significant interactions between temperature, time, and substrate (temperature &#x00D7; time: <italic>F</italic> = 89.948, <italic>p</italic> &#x003C; 0.01; temperature &#x00D7; substrate: <italic>F</italic> = 44.648, <italic>p</italic> &#x003C; 0.01; time &#x00D7; substrate: <italic>F</italic> = 13.553, <italic>p</italic> &#x003C; 0.01). At high temperatures, the H<sub>2</sub>S concentrations in silty sand sediments were significantly higher than those in sandy sediments (<italic>p</italic> &#x003C; 0.05).</p>
</sec>
</sec>
<sec id="S3.SS2">
<title>Behavioral and Physiological Responses of the Manila Clam</title>
<p>While none of the Manila clams died during the experiment, their digging behavior was affected. With increased temperature, the digging index of Manila clam decreased, and the number of Manila clam that appeared on the sediment surface began to increase. Temperature and the concentrations of DO and H<sub>2</sub>S at the sediment-water interface at the end of the experiment all exhibited significant effects on the digging index of Manila clams (temperature: <italic>F</italic> = 6.104, <italic>p</italic> &#x003C; 0.05; DO: <italic>F</italic> = 5.54, <italic>p</italic> &#x003C; 0.05; H<sub>2</sub>S: <italic>F</italic> = 6.275, <italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Digging index of Manila clam at different temperatures and in different sediment types. The different letters indicate significant difference of digging index at different temperatures.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-845768-g003.tif"/>
</fig>
<p>After the experiment, the concentrations of succinate in the soft tissues of the Manila clams exhibited significantly accumulation, but only at 32&#x00B0;C (<italic>p</italic> &#x003C; 0.01), with a concentration of about 2 &#x03BC;mol/g, which was 60% higher than that at the beginning of the experiment (<xref ref-type="fig" rid="F4">Figure 4</xref>). However, the concentration was far lower than the anoxic stress index of bivalves reported in the literature (4.4 &#x03BC;mol/g; <xref ref-type="bibr" rid="B25">Lee et al., 2011</xref>), therefore, the Manila clams were not utilizing anaerobic metabolism under the experimental conditions of this study.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Concentrations of succinate in Manila clam soft tissue at different temperatures and in different sediment types. The different letters indicate significant difference of succinate at different temperatures.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-845768-g004.tif"/>
</fig>
<p>The largest difference was seen in the activity of PO in Manila clam hepatopancreas, which was activated as the temperature rose (<xref ref-type="fig" rid="F5">Figure 5</xref>). The temperature and concentrations of DO and H<sub>2</sub>S at the sediment-water interface at the end of the experiment had a significant impact on the PO activity of the Manila clam (temperature: <italic>F</italic> = 145.9, <italic>p</italic> &#x003C; 0.001; DO: <italic>F</italic> = 54.23, <italic>p</italic> &#x003C; 0.001; H<sub>2</sub>S: <italic>F</italic> = 123.6, <italic>p</italic> &#x003C; 0.001), and the interaction between H<sub>2</sub>S and DO also significantly affected PO activity (DO &#x00D7; H<sub>2</sub>S: <italic>F</italic> = 6.381, <italic>p</italic> &#x003C; 0.05).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>The activity of PO in Manila clam hepatopancreas at different temperatures and in different sediment types. The different letters indicate significant difference of PO at different temperatures. &#x002A; indicates significant difference of the activity of PO in manila clam in different sediment types under the same temperature conditions.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-845768-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Typically, global pressure sources (e.g., global warming and ocean acidification) tend to vary at large time scales. Indeed, while climatic events are playing an important in marine organisms and the ecosystems they support, extreme environmental changes (e.g., MHWs) on a short time scale, in some cases, may generate even more profound impacts. This impact is more apparent for mudflat bivalves living in estuarine which are more likely to be exposed to drastic temperature change. These rapid temperature change (e.g., within a single tidal cycle) over small spatial scales may trigger unexpected environmental chain reactions (<xref ref-type="bibr" rid="B14">Helmuth et al., 2014</xref>). In this study, increased temperature and more prolonged duration resulted in a significant decrease in the DO of the sediment. The higher the temperature, the more dramatic the effect. Therefore, hypoxia or anoxic conditions are more likely to occur in summer with higher temperatures (<xref ref-type="bibr" rid="B5">Diaz, 2001</xref>). Furthermore, the effect of temperature on sedimental DO is much higher than that on the overlying water. Likely, the DO concentration of overlying water has not been reduced to hypoxic conditions (DO &#x003C; 4 mg/L) when the sediment is already in anoxic condition (DO &#x003C; 2 mg/L). So it may not be accurate to focus only on the DO concentration in the bottom water in benthic shellfish culture area.</p>
<p>When high temperatures and low DO conditions co-occur, the increase in H<sub>2</sub>S release also becomes obvious. At the end of this study, the H<sub>2</sub>S concentrations in the sediments under normal conditions (24&#x00B0;C) were about 3&#x223C;5 &#x03BC;mol/L, while at higher temperatures, the maximum concentration of H<sub>2</sub>S in sediment samples was 18.10 &#x03BC;mol/L. However, even this high concentration was still far lower than the concentration of AVS in sampling area sediments (45&#x223C;180 mg/kg) (<xref ref-type="bibr" rid="B30">Liu et al., 2009</xref>; <xref ref-type="bibr" rid="B51">Yang et al., 2018</xref>), but it still approached or exceeded the half lethal concentration for many polychaetes with strong tolerances to H<sub>2</sub>S (<xref ref-type="bibr" rid="B45">Wang and Chapman, 1999</xref>). So, it is important to accurately measure H<sub>2</sub>S concentrations (<xref ref-type="bibr" rid="B29">Liang, 2019</xref>). In addition, H<sub>2</sub>S is very easy to oxidize and hardly exists in oxygen enriched water, so increases of H<sub>2</sub>S concentration have usually been associated with hypoxic or anoxic conditions (<xref ref-type="bibr" rid="B35">Nagasoe et al., 2011</xref>). H<sub>2</sub>S concentration would increase under the condition of decreasing DO concentration in the sediment. The increased H<sub>2</sub>S will also be oxidized by DO, which will accelerate the consumption of the remaining DO and lead to more serious hypoxia phenomenon. In summary, temperature changes may bring about a correlated environmental change of DO and H<sub>2</sub>S anomalies in the sediment, resulting in benthic organisms that can be exposed to three stresses simultaneously.</p>
<p>In addition, we note that the effects of DO depletion and H<sub>2</sub>S release vary significantly among substrate types in this study, and the environmental indicators of sediments with larger grain diameters are relatively better. Because the water is more easily exchanged, which prevents the accumulation of pollutants (<xref ref-type="bibr" rid="B18">Ichimi et al., 2019</xref>) and can effectively increase the oxidation intensity in sandy sediments (<xref ref-type="bibr" rid="B52">Yang et al., 1999</xref>). The finer the sediment particles are, the more quickly they accumulate organic matter (<xref ref-type="bibr" rid="B11">Hatcher et al., 1994</xref>; <xref ref-type="bibr" rid="B33">Mayer, 1994</xref>), which drives sediments to shift to a reductive state. Indeed, the phenomenon where DO concentrations decrease and H<sub>2</sub>S concentrations increase does not occur every summer (<xref ref-type="bibr" rid="B23">Kodama et al., 2018</xref>). Since the increase of H<sub>2</sub>S was also related to the consumption of DO in the bottom waters. Therefore, in a natural environment, under the influence of tidal and other hydrodynamic effects, the exchange of water might disassociate the effect of temperature from the increase in H<sub>2</sub>S concentration. Because of this, it&#x2019;s likely that sediment DO and H<sub>2</sub>S concentrations in summer were related substrate in addition to magnitude and duration of elevated temperatures. It also reminds us that in summer, when there is a continuous high temperature, it is necessary to monitor H<sub>2</sub>S concentrations in addition to changes in the sediment DO.</p>
<p>In this study, increasing temperature and decreasing DO levels did not affect the survival on Manila clams. While there is evidence that increasing temperature and decreasing DO did appear to influence Manila clam mortality additively because temperature increases narrow the tolerable DO range (<xref ref-type="bibr" rid="B22">Kim et al., 2018</xref>). However, this conclusion was based on prolonged stress conditions in the laboratory. In a natural environment, under the influence of tides and other hydrodynamic effects, benthic organisms rarely have the opportunity to be exposed to prolonged environmental stress. Manila clam is highly tolerant of temperature or DO variations. The results of succinate proved that Manila clam did not utilize anaerobic metabolism during the experiment. Therefore, the increasing temperature and decreasing DO within a specific range is not the direct cause of the massive mortality of Manila clam. Nevertheless, even increasing temperature and decreasing DO level within know tolerable ranges affected on the behavior of Manila clam. When faced with environmental pressure, marine organisms have various coping strategies, including behavioral and physiological responses (<xref ref-type="bibr" rid="B48">Wu, 2002</xref>). This study found that when the sedimental DO decreased, Manila clam will reduce their burial depth to be closer to the sediment-water interface. It also seemed that the Manila clam&#x2019;s locomotory response to environmental pressure was relatively rapid. Firstly, Manila clam may emerge from sediment to breathe more efficiently to cope with stress and then through regulating physiological metabolism, energy supply strategy, and the other physiological processes (<xref ref-type="bibr" rid="B21">Kang et al., 2016</xref>). However, the shallower burial depth may increase the risk of predation, indirectly increasing the likelihood of high mortality (<xref ref-type="bibr" rid="B25">Lee et al., 2011</xref>; <xref ref-type="bibr" rid="B16">Howard et al., 2017</xref>).</p>
<p>Dissolved oxygen, rather than other environmental factors, is a significant stressor in the digging behavior of Manila clam (<xref ref-type="bibr" rid="B22">Kim et al., 2018</xref>). Due to the release of H<sub>2</sub>S along with increased temperature and decreased DO, Manila clam may be harmed by higher H<sub>2</sub>S concentrations in the sediment surface while seeking more oxygen. Indeed, changes in behavioral characteristics of Manila clam also increase the concentration of H<sub>2</sub>S. Because the lack of movement (excavation) decreased the irrigation and penetration of DO into the sediments and, therefore, increased H<sub>2</sub>S production. In this study, PO activity did change significantly. Our results showed that the release of H<sub>2</sub>S might activate PO activity and damage the immune system of the Manila clam. In mollusks, PO is an important substance involved in immune defense that can be activated by external factors and is a key enzyme for melanin formation in the soft tissues and shells of bivalves (<xref ref-type="bibr" rid="B1">Asokan et al., 1997</xref>). Changes in the activity of this key component of the immune system may directly affect the survival of mollusks under environmental stress (<xref ref-type="bibr" rid="B3">Cajaraville et al., 1996</xref>; <xref ref-type="bibr" rid="B49">Xing et al., 2008</xref>). <xref ref-type="bibr" rid="B35">Nagasoe et al. (2011)</xref> reported that that exposure to high-H<sub>2</sub>S concentrations can cause tissue melanization and damage of the Manila clam, including damage to the siphon, gills, adductor muscle, etc., and further affect physiological processes involved in breathing and feeding. Therefore, even though several environmental factors had no significant effect on the survival of the Manila clam during the initial exposure, as the environmental stress frequency or duration increased, damage to immune system could occur, potentially leading to significantly reduced performance in the future (<xref ref-type="bibr" rid="B24">Kozuki et al., 2013</xref>). MHWs induced elevated water temperatures are not the unique source of stress for marine organisms, and the environmental effects on the behavior and physiology of organisms should be considered in an integrated manner.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>At higher temperatures, DO was consumed more rapidly and H<sub>2</sub>S release increased in sediments. Sediment type also affected oxygen consumption and H<sub>2</sub>S release rates. When Manila clams face environmental pressure, they respond quickly with locomotory behaviors (e.g., digging). Manila clams shows a strong tolerance to both high temperature and low DO and their physiological metabolism may not be affected by temperature increases or DO reduction within a certain range. However, when toxic substances such as H<sub>2</sub>S start to accumulate, they may damage the immune system and tissues of the Manila clam, thereby affecting its future survival. Therefore, when temperatures are high for long periods in summer, and especially when the bottom water DO begins to decrease, it is necessary to take timely action to prevent and guard against harm caused by H<sub>2</sub>S to aquaculture organisms. Therefore, areas that experience weak hydrodynamic exchange or that have small sediment particle sizes should be avoided in when selecting benthic bivalves culture locations.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>YL and JZ conceptualized the study. WW and QK were responsible for the experimental operation. XW was in charge of the data curation. YL prepared and wrote the original draft. CL reviewed and edited the manuscript. All authors read and approved the final manuscript.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="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 study was funded by the National Natural Science Foundation of China (41776155), Strategic Priority Research Program of the Chinese Academy of Science (XDA23050402), and Ministry of agriculture national outstanding agricultural talents and innovative team &#x201C;shallow aquaculture capacity and healthy aquaculture.&#x201D;</p>
</sec>
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