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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.2025.1493892</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>Behavioral, physiological and genetic responses of the Yesso scallop <italic>Mizuhopecten yessoensis</italic> to the predation of sea star</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xuetao</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>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Danyang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Dandan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhai</surname>
<given-names>Xingyue</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xubo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Mao</surname>
<given-names>Junxia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Tian</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Ming</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chang</surname>
<given-names>Yaqing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hao</surname>
<given-names>Zhenlin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>College of Fisheries and Life Science, Dalian Ocean University</institution>, <addr-line>Dalian</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Mariculture and Stock Enhancement in North China&#x2019;s Sea, Ministry of Agriculture</institution>, <addr-line>Dalian</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Patuxent Environmental and Aquatic Research Laboratory, Morgan State University</institution>, <addr-line>Baltimore, MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>College of Life Sciences and Technology, Tarim University</institution>, <addr-line>Aral</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Clinical Nutrition Department, The Second Hospital of Dalian Medical University</institution>, <addr-line>Dalian</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Hongbo Jiang, Shenyang Agricultural University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jinghui Fang, Chinese Academy of Fishery Sciences (CAFS), China</p>
<p>Zhichuang Lu, Liaoning Ocean and Fisheries Research Institute, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhenlin Hao, <email xlink:href="mailto:haozhenlin@dlou.edu.cn">haozhenlin@dlou.edu.cn</email>; Ming Liu, <email xlink:href="mailto:ming.liu@morgan.edu">ming.liu@morgan.edu</email>; Yaqing Chang, <email xlink:href="mailto:yqchang@dlou.edu.cn">yqchang@dlou.edu.cn</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;These authors share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1493892</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>04</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Li, Li, Li, Zhang, Zhai, Wang, Mao, Tian, Liu, Chang and Hao</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Li, Li, Li, Zhang, Zhai, Wang, Mao, Tian, Liu, Chang and Hao</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>Predation is a major source of mortality in bottom - cultured scallops. To investigate the behavioral, physiological, and molecular mechanisms underlying predator - induced stress responses, an integrative approach was employed on Yesso scallops (<italic>Mizuhopecten yessoensis</italic>) exposed to the northern Pacific sea star (<italic>Asterias amurensis</italic>) by combining shell clap behavior quantification, enzyme activity assays, and transcriptomic analysis. Shell clap behavior, recorded using a force gauge system, revealed significantly increased contraction force and frequency following predator exposure, particularly in small and medium-sized scallops. Enzyme assays indicated significant changes in superoxide dismutase (SOD), catalase (CAT), arginine kinase (AK), and octopine dehydrogenase (ODH) across different tissues and size groups, with the most pronounced responses observed in medium - sized individuals. Transcriptomic profiling of adductor muscle in this group identified 514 differentially expressed genes (DEGs), of which 20 remained significant after <italic>P</italic> - value correction. These included genes such as paramyosin, myosin heavy chain, and Kr&#xfc;ppel - like factors, involved in muscle structure, oxidative stress response, and amino acid metabolism. GO and KEGG enrichment analyses revealed significant metabolic shifts associated with oxidative stress and energy regulation. These findings demonstrate coordinated behavioral and molecular adaptations to predator stress in <italic>M. yessoensis</italic> and provide a foundation for improving predator management and selective breeding strategies in scallop aquaculture.</p>
</abstract>
<kwd-group>
<kwd>Yesso scallop</kwd>
<kwd>
<italic>Mizuhopecten yessoensis</italic>
</kwd>
<kwd>northern Pacific sea star</kwd>
<kwd>
<italic>Asterias amurensis</italic>
</kwd>
<kwd>shell clap behavior</kwd>
<kwd>enzyme activity</kwd>
<kwd>transcriptome analysis</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="27"/>
<page-count count="12"/>
<word-count count="4515"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Fisheries, Aquaculture and Living Resources</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The Yesso scallop (<italic>M. yessoensis</italic>) is a commercially important cold - water bivalve native to Hokkaido and northern Honshu in Japan, as well as the southern waters of the Russian Kuril Islands (<xref ref-type="bibr" rid="B24">Wang et&#xa0;al., 2012</xref>). In the 1980s, it was introduced to China for aquaculture, and it has since become a significant industry in northern China (<xref ref-type="bibr" rid="B12">Liu, 1983</xref>; <xref ref-type="bibr" rid="B8">Guo and Luo, 2016</xref>; <xref ref-type="bibr" rid="B16">Meng et&#xa0;al., 2012</xref>), with an annual production of 1, 854, 344 tons (2023 China Fisheries Yearbook). Among various scallop farming methods, bottom culture, in which scallop seed are planted directly onto the seabed, is the dominant practice. However, this approach exposes scallops to high predation pressure, often leading to a high mortality rate.</p>
<p>Among predators, sea stars pose the greatest threat to farmed scallops. These echinoderms use their tube feet and eversible stomachs to pry open scallop shells and digest them externally. Research on the Atlantic sea scallop (<italic>Placopecten magellanicus</italic>) has shown that predation by sea stars (<italic>Astropecten americanus</italic>) significantly reduces scallop survival, with vulnerability varying across different life stages (<xref ref-type="bibr" rid="B21">Shank et&#xa0;al., 2012</xref>). Similarly, the common sea star <italic>Asterias vulgaris</italic> has exhibited high capture efficiency for juvenile scallops, particularly at higher prey densities (<xref ref-type="bibr" rid="B2">Barbeau and Scheibling, 1994</xref>). In Yesso scallop farming, the northern Pacific sea star (<italic>A. amurensis</italic>) is one of the most frequently observed predator, particularly the predation by small individual scallops often leads to a rapid decline in survival during the first 1&#x2013;8 weeks after seed planting (<xref ref-type="bibr" rid="B17">Miyoshi et&#xa0;al., 2019</xref>).</p>
<p>Beyond direct mortality, predation pressure influences scallop behavior and physiology, affecting their ability to adapt to environmental stressors while maintaining physiological stability. Scallops have evolved a unique escape mechanism, relying on rapid shell clap and jet-propelled swimming to evade predators (<xref ref-type="bibr" rid="B25">Xia, 2010</xref>). The effectiveness of these defense strategies may vary across different life stages and environmental conditions. Understanding the behavioral and physiological responses of <italic>M. yessoensis</italic> under predation stress is essential for improving survival rates and farming practices. However, such studies remain limited so far. To address this gap, a comprehensive investigation integrating behavioral, physiological, and transcriptomic analyses were conducted. Specifically, the shell clapping behavior under predation stress was quantified, changes in enzymatic activity across different tissues between control and predator-exposed groups were measured, and transcriptome sequencing to identify genes and pathways associated with predator - induced behavioral adaptations was performed. Scallops rely on rapid shell clapping to initiate jet - propelled swimming as an active escape mechanism. Quantitative parameters such as closure force, clap frequency, and duration can serve as indicators of their behavioral response to predator threats, which may vary across individuals or developmental stages. Enzyme activity reflects underlying metabolic and stress - related processes. Measuring key enzymes provides insight into how scallops mobilize energy, manage oxidative stress, and regulate physiological functions during predation stress. These biochemical responses are ultimately driven by changes in gene expression. Transcriptomic analysis provides a global view of molecular responses, enabling the identification of differentially expressed genes and the functional pathways they regulate. Additionally, consistently responsive genes may serve as valuable biomarkers for monitoring scallop health or informing selective breeding programs in aquaculture. Overall, this study provides novel insights into the predator - prey dynamics of bottom - cultured scallops and supports the development of optimized seeding strategies to enhance survival and sustainability in Yesso scallop farming.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Sample collection and measurement</title>
<p>A total of 200 Yesso scallops were collected from Longwangtang Bay (Lvshunkou District, Dalian, China) in November 2022 and transported to the Key Laboratory of Aquaculture, Ministry of Agriculture and Rural Affairs (MARA), in insulated tanks. Scallops were removed from the substrate and rinsed. They were temporarily raised in a 1,000 L seawater tank at 15&#xb0;C, with 50% of the water volume replaced daily. Scallops were fed once daily with powdered microalgae feed (<italic>Spirulina: Chlorella</italic> at 3:1) at a concentration of 10 mg/L. In addition, 30 northern Pacific sea stars were collected from the same location and transported to the laboratory under cool, moist conditions. After cleaning, 15 sea stars with arm lengths of 10&#x2013;13 cm were selected as predators for the experimental group and temporarily cutured under the same conditions as the scallops, without feeding.</p>
<p>Only scallops that exhibited normal shell-closing behavior were selected for the experiment. Their shell length, height, and width were measured to 0.01&#xa0;mm using vernier calipers (16EWR[M13] 0&#x2013;150 mm, Marr Precision Measuring Instruments, Suzhou, China), and wet weight was recorded using an electronic balance (JJ500, Changshu Shuangjie Testing Instrument Factory, China) accurate to 0.01&#xa0;g. Then they were grouped into three size groups based on shell length (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Morphological measurement of <italic>M. yessoensis</italic> across three size classes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Measurement parameter</th>
<th valign="middle" align="left">Large</th>
<th valign="middle" align="left">Medium</th>
<th valign="middle" align="left">Small</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Shell length/mm</td>
<td valign="middle" align="left">119.85 &#xb1; 3.23<sup>a</sup>
</td>
<td valign="middle" align="left">89.24 &#xb1; 3.77<sup>b</sup>
</td>
<td valign="middle" align="left">60.10 &#xb1; 3.23<sup>c</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">Shell height/mm</td>
<td valign="middle" align="left">116.92 &#xb1; 6.02</td>
<td valign="middle" align="left">87.46 &#xb1; 3.55</td>
<td valign="middle" align="left">61.39 &#xb1; 6.02</td>
</tr>
<tr>
<td valign="middle" align="left">Shell width/mm</td>
<td valign="middle" align="left">26.98 &#xb1; 2.98</td>
<td valign="middle" align="left">26.98 &#xb1; 2.98</td>
<td valign="middle" align="left">16.21 &#xb1; 2.63</td>
</tr>
<tr>
<td valign="middle" align="left">Wet weight/g</td>
<td valign="middle" align="left">176.50 &#xb1; 28.57</td>
<td valign="middle" align="left">83.70 &#xb1; 13.97</td>
<td valign="middle" align="left">30.16 &#xb1; 5.29</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>n = 15 for each group. Values are presented as mean &#xb1; standard deviation (x&#xaf; &#xb1; SD). Superscript letters (<sup>a</sup>, <sup>b</sup>, <sup>c</sup>) indicate statistically significant differences in shell length between groups (<italic>P</italic> &lt; 0.05); values sharing the same letter are not significantly different.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Measurement of shell clap behavior</title>
<p>This behavior involves two phases of adductor muscle contraction (<xref ref-type="bibr" rid="B23">Tremblay et&#xa0;al., 2012</xref>). The first is a phasic contraction, involving rapid shell closures driven by striated muscle, resulting in a force peak referred to as the clapping force. A series of rapid claps over a short period constitute the phasic contraction force, which is the cumulative force of multiple claps (n). The second phase is a tonic contraction, involving slower, sustained shell closing (lasting &gt;0.5 s), generated by smooth muscle. The corresponding force is termed the tonic contraction force. In this study, the following parameters were measured using a modified force gauge method (<xref ref-type="bibr" rid="B27">Zhang et&#xa0;al., 2021</xref>): the maximum shell closing force (F<sub>max</sub>), the number of phasic contractions (T<sub>phasic</sub>), the phasic contraction force (F<sub>phasic</sub>), the times of tonic contractions (T<sub>tonic</sub>), the tonic contraction force (F<sub>tonic</sub>), the duration of tonic contractions (t<sub>tonic</sub>), and the frequency of shell claps.</p>
<p>The scallop was placed in a glass tank (50 &#xd7; 30 &#xd7; 35&#xa0;cm) with the lower valve fixed to a platform, while the upper valve was connected to a digital force gauge (Nscing SH - III - 100N, Suce, Nanjing, China). The gauge recorded the force, number and time data, which were transmitted to a computer (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The experiment was conducted in two groups: a control group (sea star absent) and an experimental group (sea star present). To minimize variability, sea stars of similar size were selected, and each experimental tank contained one sea star and one scallop, with the sea star&#x2019;s arm in contact with the scallop shell. Each stimulation lasted for 3 minutes. Fifteen scallops from each size class were tested per group as biological replicates.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Experimental setup and force response of scallops under predator stress. (Left) A force gauge was used to measure the adductor muscle contraction force of a scallop in response to the presence of a sea star. (Right) Representative force trace over time, showing two distinct phases of muscle contraction: phasic force (F<sub>phasic</sub>), characterized by rapid, high-amplitude contractions, and tonic force (F<sub>tonic</sub>), defined by sustained low-level force generation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g001.tif"/>
</fig>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Enzyme activity assay</title>
<p>To assess physiological responses to predation stress, the activities of four enzymes, superoxide dismutase (SOD), catalase (CAT), arginine kinase (AK), and octopine dehydrogenase (ODH) were measured. These enzymes are involved in oxidative stress defense, energy metabolism, and muscle function. Three tissues (adductor muscle, gill, and mantle) were sampled from scallops in each size class following the 3 - minute predator exposure. Samples were immediately flash - frozen in liquid nitrogen and stored for analysis. Each group included three biological replicates. Enzyme activities were measured using commercial ELISA kits (Fancovi, Bio - Techne China Co. Ltd., Shanghai), following the manufacturer&#x2019;s instructions.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Transcriptome analysis and validation</title>
<sec id="s2_4_1">
<label>2.4.1</label>
<title>RNA preparation</title>
<p>The most pronounced and consistent changes in enzyme activity may indicate a strong physiological response to predator stress. This likely reflects metabolic and stress-regulatory pathways are highly active, increasing the likelihood of capturing meaningful gene expression changes and identifying differentially expressed genes associated with predation response. Therefore, in transcriptome study, the scallops were sampled from the size group with most significant difference of enzyme activity.</p>
<p>Adductor muscle tissue was sampled from both control (labeled as mBJ) and predator-exposed groups (labeled as H - mBJ) after 3 minutes of stimulation. Three biological replicates per group were used. Total RNA was extracted using the TRIzol method (Ambion/Invitrogen, USA). RNA concentration and integrity were assessed using the Agilent 2100 Bioanalyzer to ensure quality met sequencing requirements.</p>
</sec>
<sec id="s2_4_2">
<label>2.4.2</label>
<title>Library construction and sequencing</title>
<p>RNA libraries were prepared using the NEBNext<sup>&#xae;</sup> Ultra&#x2122; RNA Library Prep Kit (New England Biolabs, USA). mRNA was isolated using poly - T oligo - attached magnetic beads, then fragmented and reverse transcribed into cDNA. Second - strand synthesis was carried out, followed by end repair, 3&#x2019; adenylation, adapter ligation, and PCR amplification. The final libraries (250&#x2013;300 bp) were purified with AMPure XP beads and assessed using the Agilent Bioanalyzer. Sequencing was performed on the Illumina HiSeq platform using 150 bp paired-end reads.</p>
</sec>
<sec id="s2_4_3">
<label>2.4.3</label>
<title>Bioinformatic analysis</title>
<p>Raw sequencing data were filtered to remove adaptors, poly -&#xa0;N sequences, and low-quality reads. Clean reads were mapped to the <italic>M. yessoensis</italic> reference genome using HISAT2 (v2.0.5; <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/genome/12193">https://www.ncbi.nlm.nih.gov/genome/12193</ext-link>). Gene expression levels were calculated as FPKM (Fragments Per Kilobase of transcript per Million mapped reads). Differential gene expression analysis was conducted using DESeq2. Genes were considered differentially expressed if | log2 (Fold Change) | &#x2265; 1 and <italic>P</italic> &#x2264; 0.05. Multiple testing correction was performed using the False Discovery Rate (FDR). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed for functional annotation.</p>
</sec>
<sec id="s2_4_4">
<label>2.4.4</label>
<title>Quantitative real - time PCR validation</title>
<p>To validate the reliability of RNA - seq data, x differentially expressed genes (DEGs) were randomly selected for qRT - PCR. Primers were designed using Primer Premier 6.0 (<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Table S1</bold>
</xref>) and synthesized by Sangon Biotech (Shanghai, China). RNA was reverse transcribed to cDNA using the TIANGEN<sup>&#xae;</sup> FastKing gDNA Dispelling RT SuperMix. qRT - PCR was performed with TIANGEN<sup>&#xae;</sup> Talent qPCR PreMix (SYBR Green) on a Roche LightCycler<sup>&#xae;</sup> 96 (Switzerland). Each reaction (20 &#x3bc;L) contained 2 &#x3bc;L cDNA, 10 &#x3bc;L 2 &#xd7; TB Green Premix, 0.4 &#x3bc;L ROX Dye II, 6 &#x3bc;L nuclease-free water, and 0.8 &#x3bc;L of each primer (10 mM). Cycling conditions: 95&#xb0;C for 600 s, followed by 45 cycles of 95&#xb0;C for 10 s and 60&#xb0;C for 60 s. Melt curve analysis confirmed amplification specificity. Relative expression levels were calculated using the 2<sup>&#x2013;&#x394;&#x394;Ct</sup> method (<xref ref-type="bibr" rid="B14">Livak and Schmittgen, 2001</xref>), with Cytb as the reference gene. Three biological and three technical replicates were performed.</p>
</sec>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Data were analyzed using SPSS 25.0 (IBM, New York, USA). Mean and standard deviation were calculated for behavioral parameters and enzyme activity. Differences between groups were assessed using independent-sample t-tests. Differences were considered statistically significant at <italic>P</italic> &lt; 0.05 and highly significant at <italic>P</italic> &lt; 0.01.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Shell clapping behavior in response to predation</title>
<p>Force gauge recordings of <italic>M. yessoensis</italic> across different size classes revealed distinct phasic and tonic contraction patterns (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In control conditions, shell closure force increased with scallop size. Upon exposure to <italic>A. amurensis</italic>, scallops of all sizes consistently exhibited higher closure forces compared to their respective controls. Notably, small and medium scallops showed significantly higher phasic contraction counts following predator stimulation (<italic>P</italic> &lt; 0.05), while large scallops demonstrated significantly longer tonic contraction durations (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Over time, all groups exhibited a decline in closure force and frequency, indicating fatigue or habituation.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Typical force recordings illustrate differences in both the magnitude and temporal patterns of force production among size classes and between control and experimental conditions. <bold>(A)</bold> Control group of small size class <italic>M. yessoensis</italic> (sMC), <bold>(B)</bold> Experimental group of small size class <italic>M. yessoensis</italic> (sME), <bold>(C)</bold> Control group of medium size class <italic>M. yessoensis</italic> (mMC), <bold>(D)</bold> Experimental group of medium size class <italic>M. yessoensis</italic> (mME), <bold>(E)</bold> Control group of large size class <italic>M. yessoensis</italic> (lMC), <bold>(F)</bold> Experimental group of large size class <italic>M. yessoensis</italic> (lME).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g002.tif"/>
</fig>
<p>Maximum closure force increased significantly with size across all groups (<italic>P</italic> &lt; 0.05) and remained consistently higher in predator - exposed individuals (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Phasic contraction force and frequency were significantly elevated in small and medium scallops post - exposure, while large scallops did not&#xa0;show significant differences in these parameters. Tonic contraction force and duration increased significantly in all size groups following stimulation (<italic>P</italic> &lt; 0.05), with large scallops exhibiting more than a threefold increase in tonic duration. Shell closure frequency was unaffected in small and medium scallops but significantly decreased in large scallops under predator stimulation. During the first 30 seconds of exposure, small&#xa0;scallops displayed the highest closure frequency, significantly greater than medium scallops (<italic>P</italic> &lt; 0.05), with no significant difference observed between medium and large individuals (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Shell clapping response parameters related to phasic contractions in <italic>M. yessoensis</italic> in response to predation. <bold>(A)</bold> Maximum contraction force (F<sub>max</sub>), <bold>(B)</bold> Total number of contractions, separated into phasic and tonic types, <bold>(C)</bold> Duration of tonic contractions (t<sub>tonic</sub>), <bold>(D)</bold> Frequency of shell clapping (in counts per minute), and <bold>(E)</bold> Percentage of time within the first 30 seconds that the scallop shell remained closed. Asterisks indicate statistically significant differences between groups: <italic>P</italic> &lt; 0.05 (*), <italic>P</italic> &lt; 0.01 (**). Sample size: n = 15, data are presented as mean &#xb1; SD.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g003.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Enzyme activity in response to predator stress</title>
<p>Enzymatic activity assays revealed significant alterations in SOD, CAT, AK, and ODH levels across tissues and size classes following predator exposure (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). In gill tissue, SOD and AK activities were highly significantly altered (<italic>P</italic> &lt; 0.01), while AK activity in the mantle also showed significant changes (<italic>P</italic> &lt; 0.05). In adductor muscle tissue, SOD and ODH were significantly elevated (<italic>P</italic> &lt; 0.05), while CAT and AK exhibited highly significant increases (<italic>P</italic> &lt; 0.01) following stimulation.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Enzyme activity in the muscle tissue of <italic>M. yessoensis</italic> in response to predation. <bold>(A)</bold> Superoxide dismutase (SOD) activity, <bold>(B)</bold> Catalase (CAT) activity, <bold>(C)</bold> Octopine dehydrogenase (ODH) activity, and <bold>(D)</bold> Arginine kinase (AK) activity. Asterisks indicate statistically significant differences between groups: <italic>P</italic> &lt; 0.05 (*), <italic>P</italic> &lt; 0.01 (**). Sample size: n = 9, data are presented as mean &#xb1; SD.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g004.tif"/>
</fig>
<p>A more detailed breakdown of enzyme activity in adductor muscles by size class is shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>. In large scallops, CAT and ODH levels dropped significantly (<italic>P</italic> &lt; 0.01), from 7.74 &#xb1; 0.21 U/mL and 43.08 &#xb1; 1.42 U/mL in controls to 6.98 &#xb1; 0.20 U/mL and 42.60 &#xb1; 0.62 U/mL, respectively. Medium - sized scallops showed significant changes in all four enzymes: SOD declined from 40.47 &#xb1; 1.61 IU/mL to 37.20 &#xb1; 1.29 IU/mL (<italic>P</italic> &lt; 0.05), and CAT, ODH, and AK were all highly significantly reduced (<italic>P</italic> &lt; 0.01). In small scallops, CAT activity remained unchanged, while SOD, ODH, and AK were significantly altered (<italic>P</italic> &lt; 0.01).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Comparison of enzyme activities in different tissues (gill, adductor muscle, and mantle) of medium - sized <italic>M. yessoensis</italic> in response to predation. <bold>(A)</bold> Superoxide dismutase (SOD) activity, <bold>(B)</bold> Catalase (CAT) activity, <bold>(C)</bold> Octopine dehydrogenase (ODH) activity, and <bold>(D)</bold> Arginine kinase (AK) activity. Asterisks indicate statistically significant differences between groups: <italic>P</italic> &lt; 0.05 (*), <italic>P</italic> &lt; 0.01 (**). Sample size: n = 3, data are presented as mean &#xb1; SD.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g005.tif"/>
</fig>
<p>Based on these observations, medium - sized scallops exhibited the most pronounced enzymatic responses to predation stress and were therefore selected for transcriptomic analysis.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Transcriptome analysis of predator - exposed scallops</title>
<sec id="s3_3_1">
<label>3.3.1</label>
<title>Sequencing output and quality</title>
<p>Transcriptome sequencing generated between 58.41 and 61.74 million raw reads per sample. After quality filtering, 55.62 - 60.62 million high - quality reads remained, totaling 52.44 Gb of clean data. The GC content ranged from 41.05% to 43.85%, with Q20 and Q30 values exceeding 94.92% and 87.60%, respectively. The maximum single - base error rate was just 0.07%, confirming high sequencing fidelity (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Table S2</bold>
</xref>). Mapping to the <italic>M. yessoensis</italic> reference genome yielded alignment rates of 90.9 - 90.97% in control samples and 87.82 - 92.39% in experimental samples (<xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Table S2</bold>
</xref>).</p>
</sec>
<sec id="s3_3_2">
<label>3.3.2</label>
<title>Differential gene expression</title>
<p>Differential gene expression analysis based on FPKM values identified 514 genes with raw <italic>P</italic> - values &lt; 0.05, of which 243 were upregulated and 271 were downregulated following predator exposure (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Table S3</bold>
</xref>). After multiple testing correction, 20 genes remained statistically significant. These included genes associated with muscle structure and function such as phenylalanine hydroxylase, ammonium transporter, &#x3b2; - galactosidase, branched - chain amino acid aminotransferase, Kr&#xfc;ppel - like factor, paramyosin, transmembrane protein, Fanconi anemia protein, complement C1q, methyltransferase subunit, RING finger protein, and myosin heavy chain. Among them, paramyosin (<xref ref-type="bibr" rid="B11">Li et&#xa0;al., 2021</xref>), myosin heavy chain (<xref ref-type="bibr" rid="B4">Funabara et&#xa0;al., 2013</xref>), and Kr&#xfc;ppel - like factor (<xref ref-type="bibr" rid="B19">Prosdocimo et&#xa0;al., 2015</xref>) have been previously reported to play significant roles in bivalve adductor muscle function and locomotor activity.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Volcano plot of the differentially expressed genes in <italic>M. yessoensis</italic> in response to predation by <italic>A. amurensis</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g006.tif"/>
</fig>
</sec>
<sec id="s3_3_3">
<label>3.3.3</label>
<title>Gene ontology and KEGG pathway enrichment</title>
<p>Gene Ontology (GO) terms were classified into biological processes (BP), cellular components (CC), and molecular functions (MF). <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref> presents the top ten enriched GO terms in each category. These included oxidoreductase activity (MF), oxidation-reduction process (BP), and intracellular membrane-bounded organelle (CC). Although most GO terms were not statistically significant (<italic>P</italic> &gt; 0.05), 14 GO terms achieved significance (<italic>P</italic> &lt; 0.05), notably including carboxylic acid metabolic process, organic acid metabolic process, oxoacid metabolic process (BP), and coenzyme binding (MF).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Gene ontology classification of the differentially expressed genes in <italic>M. yessoensis</italic> in response to predation by <italic>A. amurensis</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g007.tif"/>
</fig>
<p>KEGG pathway analysis identified 101 biological pathways, among which cysteine and methionine metabolism, pantothenate and CoA biosynthesis, branched - chain amino acid degradation (valine, leucine, isoleucine), and tyrosine metabolism were significantly enriched (<italic>P</italic> &lt; 0.01) (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Kyoto encyclopedia of genes and genomes bubble chart of <italic>M. yessoensis</italic> in response to predation by <italic>A. amurensis</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g008.tif"/>
</fig>
</sec>
<sec id="s3_3_4">
<label>3.3.4</label>
<title>qRT - PCR validation</title>
<p>To validate the RNA - seq results, six DEGs were randomly selected for qRT - PCR analysis: kinesin protein 13B (KIF13B, LOC110458105), cytochrome P450 (P450, LOC110459241), thioredoxin (TRXL, LOC110449874), cell cycle checkpoint protein 17 (RAD17, LOC110466699), otoferlin (OTOF, LOC110467166), NMDA receptor synaptonuclear signaling and neuronal migration factor (NSMF, LOC110459652), and an uncharacterized methyltransferase (C25B8.10, LOC110461631). The qRT - PCR results were consistent with RNA - seq data, showing a strong correlation (R&#xb2; = 0.81) in expression trends, thereby validating the transcriptome analysis (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Comparison of gene expression levels in <italic>M. yessoensis</italic> exposed to <italic>A. amurensis</italic> predation as measured by RNA - Seq and qRT - PCR.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1493892-g009.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This study presents a comprehensive analysis of behavioral, biochemical, and transcriptomic responses of Yesso scallops to predator stress induced by the northern Pacific sea star. The findings provide new insights into the mechanisms of predator avoidance and physiological stress in this economically significant species, with important implications for scallop aquaculture practices.</p>
<sec id="s4_1">
<label>4.1</label>
<title>Behavioral adaptation and size - dependent escape strategies</title>
<p>The shell closure behavior of scallops serves as a primary escape response against benthic predators. Our results demonstrated that the maximum shell closing force (F<sub>max</sub>) increased significantly with scallop size, supporting previous findings that larger scallops possess stronger adductor muscles (<xref ref-type="bibr" rid="B23">Tremblay et&#xa0;al., 2012</xref>). When exposed to <italic>A. amurensis</italic>, all size classes showed elevated shell closure force compared to controls, indicating an acute defensive response. Notably, small and medium - sized scallops exhibited significantly higher phasic contraction frequency and force, while large scallops relied on prolonged tonic contractions with reduced closure frequency. This suggests a size - dependent behavioral adaptation: smaller scallops respond with rapid and repeated shell clapping to deter predators, whereas larger individuals depend on sustained force and shell thickness for protection. These findings are consistent with escape strategies observed in other scallop species, such as <italic>Aequipecten opercularis</italic>, which exhibit more frequent closures in juveniles compared to adults (<xref ref-type="bibr" rid="B20">Schmidt et&#xa0;al., 2008</xref>).</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Enzymatic responses reflecting oxidative and metabolic stress</title>
<p>Predator - prey interactions elicit acute stress responses in prey species, often triggering physiological and biochemical changes. In shellfish, antioxidant enzymes such as superoxide dismutase (SOD) and catalase (CAT) are critical for mitigating oxidative stress by regulating reactive oxygen species (ROS) levels (<xref ref-type="bibr" rid="B6">Gao, 2016</xref>; <xref ref-type="bibr" rid="B13">Liu et&#xa0;al., 2003</xref>). Excessive ROS, generated during stress or high metabolic activity, can damage cellular structures unless effectively neutralized. Our results showed a size - dependent pattern of antioxidant response in Yesso scallops exposed to <italic>A. amurensis</italic>. Specifically, SOD activity increased significantly in medium and large scallops, while small individuals exhibited a marked decrease. Conversely, CAT activity declined across all size groups, with medium - sized scallops showing the most substantial drop. This pattern may reflect a rapid initial surge followed by depletion of enzymatic activity in small scallops, possibly due to their limited physiological reserves. The increase in SOD activity in larger scallops suggests a more robust antioxidant defense, aligning with prior studies that associate greater body size or age with enhanced stress resistance and immune capacity (<xref ref-type="bibr" rid="B9">Hao et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B10">Le et&#xa0;al., 1999</xref>).</p>
<p>Energy metabolism also plays a crucial role in stress response. Arginine kinase (AK), a key enzyme for ATP buffering in invertebrate muscle, supports rapid energy turnover during sudden escape movements (<xref ref-type="bibr" rid="B18">Morris et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B26">Yao et&#xa0;al., 2008</xref>). Our data revealed significant downregulation of AK activity in the adductor muscle of small and medium - sized scallops following predator exposure. This downregulation likely reflects acute energy demand during swimming behavior and subsequent depletion of ATP stores. Previous studies have demonstrated similar decreases in AK activity following intensive muscle activity in bivalves (<xref ref-type="bibr" rid="B5">G&#xe4;de et&#xa0;al., 1978</xref>; <xref ref-type="bibr" rid="B22">Smits et&#xa0;al., 2010</xref>), supporting the idea that predator stress imposes a high metabolic load on scallops. Octopine dehydrogenase (ODH), an enzyme involved in anaerobic glycolysis, was also significantly affected across all size groups. ODH catalyzes the formation of octopine as a terminal product of anaerobic metabolism, analogous to lactic acid formation in vertebrates (<xref ref-type="bibr" rid="B15">Livingstone et&#xa0;al., 1981</xref>; <xref ref-type="bibr" rid="B1">Bailey et al., 2003</xref>; <xref ref-type="bibr" rid="B3">Cavallini et al., 1966</xref>). Increased ODH activity likely supports short-term bursts of swimming and is consistent with earlier studies showing higher ODH levels in scallops following predator exposure (<xref ref-type="bibr" rid="B7">Guerra et&#xa0;al., 2013</xref>). The observed changes in AK and ODH activities are likely directly linked to the energetic demands of escape behavior, indicating that these enzymes may serve as reliable physiological markers of predator-induced locomotion in scallops.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Molecular insights into predator - induced stress responses</title>
<p>Transcriptome analysis revealed that exposure to <italic>A. amurensis</italic> led to significant changes in gene expression within the adductor muscle of medium - sized Yesso scallops. A total of 514 differentially expressed genes (DEGs) were identified (raw <italic>P</italic> &lt; 0.05), with 20 remaining significant after multiple testing correction. These DEGs included genes encoding muscle structure and function proteins such as paramyosin and myosin heavy chain, as well as KLF, which is known to regulate muscle development and stress response (<xref ref-type="bibr" rid="B4">Funabara et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Prosdocimo et&#xa0;al., 2015</xref>). The upregulation of paramyosin and myosin heavy chain genes supports the observed enhancement of muscle contraction during predator exposure. These proteins play essential roles in maintaining the structural integrity and contraction dynamics of the adductor muscle, which are critical for the scallop&#x2019;s escape response. The increased expression suggests a transcriptional reprogramming aimed at boosting locomotor capacity under acute stress conditions (<xref ref-type="bibr" rid="B11">Li et&#xa0;al., 2021</xref>). Kr&#xfc;ppel - like factor (KLF), a transcription factor, has been implicated in muscle differentiation and cellular stress responses in various species. Its differential expression in scallops exposed to predators suggests that it may be involved in modulating muscle function or repair under stress. This aligns with physiological findings that indicate altered enzymatic activity supporting increased energy demand and oxidative stress management during predator evasion (<xref ref-type="bibr" rid="B19">Prosdocimo et&#xa0;al., 2015</xref>).</p>
<p>Additionally, several metabolic pathway-related genes, including those involved in amino acid metabolism (e.g., valine, leucine, isoleucine degradation), coenzyme biosynthesis, and oxidative metabolism (e.g., cysteine and methionine metabolism), were significantly enriched in KEGG pathway analysis. These findings reflect the underlying metabolic reorganization in response to predation stress, supporting rapid energy mobilization and reactive oxygen species (ROS) detoxification. Although GO enrichment did not identify significant terms related to muscle structure directly, several biological processes associated with organic acid metabolism and oxidoreductase activity were enriched, highlighting shifts in biochemical processes crucial for immediate stress adaptation. Overall, the transcriptomic responses corroborate behavioral and enzymatic data, confirming that predator - induced stress in Yesso scallops triggers a coordinated response involving enhanced muscle performance, metabolic adaptation, and stress signaling. These molecular signatures offer potential biomarkers for assessing scallop fitness and could inform selective breeding strategies aimed at enhancing resilience to environmental stressors, including predation.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Implications for aquaculture</title>
<p>Understanding predator - induced responses in scallops has direct or indirect applications for improving survival in bottom culture systems. Our findings show that scallops, particularly juveniles, undergo substantial physiological changes when confronted with predators. These responses, while adaptive, incur metabolic costs that may compromise long - term health and growth. Early detection of predation stress and the use of predator deterrents or protective seeding strategies (e.g., larger initial seed size, temporary netting) could help reduce mortality during critical early grow - out phases. The enzymatic assays revealed consistent patterns of stress-induced changes, especially in SOD, CAT, AK, and ODH levels. These enzymes reflect oxidative stress and energy demands in scallops under predation or other stresses. Such biomarkers may be used to monitor stress levels in real time and assess scallop health. Moreover, the identified genes could be used for development of molecular markers associated with stronger locomotor ability, supporting a selected breeding to develop scallop strains with enhanced predator resistance and stress tolerance.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>This study reveals that <italic>M. yessoensis</italic> exhibits distinct behavioral, physiological, and molecular responses to predation by <italic>A. amurensis</italic>, which vary with scallop size. Small and medium scallops employ rapid shell clapping supported by heightened metabolic enzyme activity and stress - responsive gene expression, whereas large scallops rely on prolonged contraction and shell strength. These results enhance our understanding of predator-prey dynamics in bottom culture systems and provide a scientific basis for improving scallop aquaculture practices through size - selective seeding, stress biomarker development, and integrated predator management strategies.</p>
</sec>
</body>
<back>
<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: <uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, PRJNA1035919.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Ethical approval was not required for the study involving animals in accordance with the local legislation and institutional requirements because <italic>M. yessoensis</italic> utilized in this study was cultured marine species available commercially, and was not part of an endangered or protected species.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>XTL: Data curation, Formal analysis, Methodology, Validation, Writing &#x2013; original draft. XAL: Data curation, Methodology, Project administration, Writing &#x2013; review &amp; editing. DL: Data curation, Software, Validation, Writing &#x2013; original draft. DZ: Data curation, Investigation, Methodology, Writing &#x2013; review &amp; editing. XZ: Data curation, Investigation, Methodology, Writing &#x2013; review &amp; editing. XW: Formal analysis, Validation, Writing &#x2013; original draft. JM: Conceptualization, Data curation, Investigation, Writing &#x2013; original draft. YT: Formal analysis, Project administration, Writing &#x2013; original draft. ML: Formal analysis, Funding acquisition, Writing &#x2013; review &amp; editing. YC: Funding acquisition, Project administration, Resources, Visualization, Writing &#x2013; original draft. ZH: Funding acquisition, Project administration, Resources, Visualization, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by funds from Marine Economy Development Special Project of Liaoning Province Department of Natural Resources, the Central Government Subsidy Project for Liaoning Fisheries (2023) and the Science and Technology Foundation of Dalian (2021JB11SN035), Liaoning Provincial Nature Foundation Project (2023 -MS -271), Tarim University President Fund (Master) Hu Yang Talent Project TDZKSS202310, Liaoning Provincial Modern Agricultural Industry Technology System for Shellfish, Liaoning Provincial Major Special Project (2024JH1/11700010), Eamark Fund for Morgan State University&#x2019;s PEARL Lab Student Research Enhancements.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>Chat-GPT 4o (<ext-link ext-link-type="uri" xlink:href="https://chatgpt.com">https://chatgpt.com</ext-link>) is used for polishing the language and correcting the English grammar mistakes.</p>
</ack>
<sec id="s10" 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="s11" 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>
<sec id="s12" 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.2025.1493892/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1493892/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.xlsx" id="SF1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Primers used for the qRT-PCR validation.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.xlsx" id="SF2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;2</label>
<caption>
<p>Summary of sample sequencing data quality.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet2.xlsx" id="SF3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;3</label>
<caption>
<p>The list of differentially expressed genes (<italic>P</italic>&lt;0.05).</p>
</caption>
</supplementary-material>
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