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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.2025.1599456</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>Study on the age and growth characteristics of <italic>Sepia esculenta</italic> in the East coast of China based on beak microstructure</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Bilin</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="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/874911/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ou</surname>
<given-names>Yuzhe</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Minhua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Hu</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiao</surname>
<given-names>Yueyue</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zu</surname>
<given-names>Kaiwei</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Chaowen</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Haisheng</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>College of Marine Living Resources and Management, Shanghai Ocean University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Sustainable Exploitation of Oceanic Fisheries Resources, Ministry of Education</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Laboratory of Oceanic Fisheries Exploration, Ministry of Agriculture and Rural Affairs</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>National Distant-water Fisheries Engineering Research Center, Shanghai Ocean University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Jiangsu Marine Fisheries Research Institute</institution>, <addr-line>Nantong, Jiangsu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Josipa Ferri, University of Split, Croatia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Catalina Perales-Raya, Centro Oceanogr&#xe1;fico de Canarias (IEO-CSIC), Spain</p>
<p>Zdravko Ikica, University of Montenegro, Montenegro</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Bilin Liu, <email xlink:href="mailto:bl-liu@shou.edu.cn">bl-liu@shou.edu.cn</email>; Hu Zhang, <email xlink:href="mailto:ahu80@163.com">ahu80@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1599456</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>05</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Liu, Ou, Zhou, Zhang, Xiao, Zu, Zhu and Hu</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Liu, Ou, Zhou, Zhang, Xiao, Zu, Zhu and Hu</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>This study investigates the daily age and growth characteristics of <italic>Sepia esculenta</italic> along the East coast of China, aiming to provide essential data for population dynamics and sustainable fisheries management. A total of 360 specimens were collected from September to November 2021. Among these, 178 individuals (81 females and 97 males) were successfully aged by analyzing growth increments in the sagittal section of the upper beak rostrum (RSS) using beak microstructure analysis. The mantle length (ML) of <italic>S. esculenta</italic> ranged from 55 to 201 mm and body weight (BW) from 30 to 667 g, with no significant sex differences. Age estimates ranged from 59 to 152 days, averaging 106.44 &#xb1; 17.35 days for females and 103.86 &#xb1; 19.70 days for males. The ML-age relationship fitted a linear growth model, while BW-age relationships followed an exponential model for females and a power function model for males. Growth rate analysis showed varied growth trajectories with age, with the highest absolute growth rate (AGR) of ML observed at 120&#x2013;150 days for females (1.23 mm/d) and at 60&#x2013;90 days for males (1.93 mm/d). These findings provide crucial insights into the growth patterns and population dynamics of <italic>S. esculenta</italic> in the East coast of China, supporting resource assessment and sustainable management efforts.</p>
</abstract>
<kwd-group>
<kwd>
<italic>Sepia esculenta</italic>
</kwd>
<kwd>beak microstructure</kwd>
<kwd>age</kwd>
<kwd>growth</kwd>
<kwd>the coastal waters of</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="12"/>
<ref-count count="63"/>
<page-count count="13"/>
<word-count count="5919"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>
<italic>Sepia esculenta</italic> belongs to Cephalopoda, Sepioidea, Sepiidae, Sepia. This species is a warm-temperate cephalopod that is widely distributed along the coastal regions of the western Pacific, particularly in the nearshore waters of countries such as China, South Korea, Japan, and the Philippines. It primarily inhabits benthic environments at depths ranging from 10 to 100 meters, with a preference for muddy or sandy seabed (<xref ref-type="bibr" rid="B20">Dong, 1991</xref>; <xref ref-type="bibr" rid="B54">Qi, 1998</xref>). The <italic>S. esculenta</italic> displays notable migratory behavior, typically dwelling in deeper waters during the winter and migrating to coastal regions to spawn in the spring and summer. Its main breeding period occurs from April to July each year. Similar to other cephalopod species, <italic>S. esculenta</italic> has a short life cycle and rapid growth rate, typically living for only one year and dying after spawning (<xref ref-type="bibr" rid="B33">Ikeda et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B7">Boyle and Rodhouse, 2005</xref>). <italic>S. esculenta</italic> is an important target for fisheries in China&#x2019;s nearshore waters due to its significant economic value (<xref ref-type="bibr" rid="B27">Guo et&#xa0;al., 2022</xref>). Its flesh is highly valued for its delicate taste and high protein content, while its internal shell is renowned for its medicinal properties (<xref ref-type="bibr" rid="B2">Al-Rawe et&#xa0;al., 2024</xref>). The <italic>S. esculenta</italic> is a carnivorous species, with its diet changing as it matures. In its juvenile and early life stages, it primarily preys on crustaceans (mainly shrimp and crabs), amphipods, and small fish. As adults, they expand their diet to include larger prey such as shrimp, crab, and juvenile cuttlefish, occasionally engaging in cannibalism (<xref ref-type="bibr" rid="B63">Zhao et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B29">Hao et&#xa0;al., 2007</xref>). Furthermore, the <italic>S. esculenta</italic> serves as a vital food source for numerous marine predators, including seabirds, large fish, and marine mammals, playing a key role in energy transfer and material cycling within marine ecosystems (<xref ref-type="bibr" rid="B59">Wei et&#xa0;al., 2005</xref>).</p>
<p>In previous studies on the age and growth of cephalopods, statoliths have typically been the preferred material for age determination. Growth increments and morphological features in statoliths have revealed information on the growth patterns, growth variations, seasonal fluctuations, and life history traits of different cephalopod species (<xref ref-type="bibr" rid="B13">Chen et&#xa0;al., 2011</xref>), providing valuable scientific data for fisheries resource assessment and management. However, differences in the morphology and formation of growth increments exist among species, and not all cephalopod statoliths exhibit clear microstructural growth patterns. In some species, the uneven distribution of pigment deposits in the statolith microstructure hinders the clear observation of growth increments and the core (<xref ref-type="bibr" rid="B52">Perales-Raya et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B22">Fang et&#xa0;al., 2022</xref>), complicating the verification of the &#x201c;one increment per day&#x201d; hypothesis for growth marks (<xref ref-type="bibr" rid="B4">Arkhipkin, 2005</xref>). Beak growth increments and marks can be used to estimate the age of cephalopods (<xref ref-type="bibr" rid="B10">Castanhari and Tom&#xe1;s, 2012</xref>; <xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B14">Chen et&#xa0;al., 2022</xref>), particularly in cases where statoliths are difficult to obtain or unsuitable for analysis. The beak, a crucial feeding organ in cephalopods, is one of the most important hard tissue structures. It is morphologically stable, resistant to corrosion, and exhibits some degree of synchronicity with the animal&#x2019;s growth, thus recording abundant life history information (<xref ref-type="bibr" rid="B6">Armelloni et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B60">Xavier et&#xa0;al., 2023</xref>), similar to statolith growth patterns. The accumulation of chitin in the beak is comparable to the deposition of calcium carbonate in the statoliths, both reflecting rhythmic activity patterns in <italic>Octopus vulgaris</italic> that are influenced by light-dark cycles (<xref ref-type="bibr" rid="B31">Hern&#xe1;ndez-L&#xf3;pez et&#xa0;al., 2001</xref>). Compared to statoliths, cephalopod beaks are larger, more durable, easier to preserve, and simpler to measure (e.g. <xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2015</xref>). The daily periodicity of growth increments in the beaks has been validated in several species within the squid (<xref ref-type="bibr" rid="B39">Liu et&#xa0;al., 2016</xref>, <xref ref-type="bibr" rid="B40">2020</xref>; <xref ref-type="bibr" rid="B41">Lu et al., 2022</xref>. <xref ref-type="bibr" rid="B46">Oosthuizen (2003)</xref> conducted an experiment on <italic>O. vulgaris</italic> using tetracycline and successfully marked five individuals. The study revealed uneven visibility of tetracycline marks in the beak. <xref ref-type="bibr" rid="B49">Perales-Raya et&#xa0;al. (2014a)</xref> conducted a study on wild <italic>O. vulgaris</italic> maintained and marked in aquaria, and provided evidence for the daily deposition of growth increments in both the lateral wall surface (LWS) and the rostral sagittal section (RSS) of the chitinous beak. <xref ref-type="bibr" rid="B26">Guerra-Marrero et&#xa0;al. (2023a)</xref> carried out a study on the rearing of <italic>Sepia officinalis</italic> hatchlings, quantifying the number of growth increments in the beak and comparing them with the days post-hatching. Their results confirmed the &#x201c;one increment per day&#x201d; deposition pattern, indicating that each growth increment corresponds to a single day. <xref ref-type="bibr" rid="B1">Agus et&#xa0;al. (2024)</xref> validated the use of the beak microstructure for age determination in <italic>S. officinalis</italic> by cross-verifying the daily growth increments observed in both statolith and beak microstructures. Their findings further support the suitability of the beak as a reliable hard tissue for age estimation in members of the order Sepioidea. Beak growth rates are influenced by various factors such as food availability, temperature, and reproductive cycles (<xref ref-type="bibr" rid="B4">Arkhipkin, 2005</xref>). By analyzing beak growth, growth curves for cephalopods under different environmental conditions can be constructed, providing insights into their life cycle and growth dynamics (<xref ref-type="bibr" rid="B49">Perales-Raya et&#xa0;al., 2014a</xref>). The morphology and wear patterns of the cephalopod beak can also reflect the type of prey and feeding strategies, and the analysis of beak damage can offer insights into the predatory behavior of their predators and their position within the food chain (<xref ref-type="bibr" rid="B60">Xavier et&#xa0;al., 2023</xref>). Furthermore, distinct morphological differences in beaks across cephalopod species make them valuable tools in cephalopod taxonomy and species identification, particularly in stomach content analysis, such as examining digestive residues found in large fish and whales (<xref ref-type="bibr" rid="B43">Miserez et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B30">Harvey et&#xa0;al., 2014</xref>).</p>
<p>Recent studies on the age and growth of the <italic>S. esculenta</italic> in China&#x2019;s nearshore waters are scarce. This study, based on samples collected from the East coast of China between September and November 2021, aims to analyze the basic biological characteristics of <italic>S. esculenta</italic>. We analysis the growth increments of the <italic>S. esculenta</italic> &#x2018;s beak, establish growth models for daily age, mantle length (ML), and body weight (BW), and explore the age-growth characteristics, growth rate, and growth patterns of this species. The age and growth data of <italic>S. esculenta</italic> in the East coast of China baseline biological information essential for stock assessments by helping to estimate growth rates, age structure, and recruitment patterns. These insights can improve predictions of population dynamics and trends, and support the development of more effective and sustainable fishery management strategies.</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>Sampling</title>
<p>From September to November 2021, random sampling of <italic>S. esculenta</italic> was conducted off the East coast of China using a fishing vessel. Following each sampling event, the collected samples were immediately frozen for preservation. A total of 360 <italic>S. esculenta</italic> specimens were captured. After freezing, the samples were transported to the laboratory for fishery biology experiments and dissection. Complete beaks were extracted for age determination through analysis of their microstructure, yielding 178 valid age data points: 97 males and 81 females. The success rate of age acquisition was 49.44%. The sampling location is shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Sampling stations of survey along the East coast of China.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Biological measurements</title>
<p>After thawing, the ML and BW of <italic>S. esculenta</italic> were measured with an accuracy of 1 mm and 1 g, respectively. The sex and sexual maturity stages were visually assessed and classified according to standard morphological characteristics of the gonads (<xref ref-type="bibr" rid="B32">Hu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B12">Chen et&#xa0;al., 2013</xref>). Based on these criteria, specimens were divided into five maturity stages: immature (Stages I and II), mature (Stages III, IV, and V). The extracted hard tissues of the specimens were cleaned of surface impurities using ultrapure water and preserved for further analysis. The beaks were placed in centrifuge tubes and stored in a 75% ethanol solution at room temperature.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Beak processing and age reading</title>
<p>After grinding, distinct incremental structures can be observed. The preparation of upper beak sections follows a standardized procedure, including cutting, embedding, grinding, and polishing (<xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2015</xref>). To obtain sagittal sections, the beak is first cut from the anterior portion along the midline of the hood to the posterior edge using a precision cutting tool, ensuring that the cutting plane remains parallel to the RSS. The RSS is then excised smoothly and placed into an embedding mold. The orientation of the sample is carefully adjusted, and a 1:1 volume ratio of curing agent to cold embedding resin is applied for fixation. The embedded samples are left to harden in a cool, undisturbed environment for 24&#x2013;48 hours. After hardening, the samples grinded on both sides sequentially with waterproof sandpapers of grits 80, 600, 1200, 2000, 2400, and 4000. During grinding, the sample was repeatedly examined under a microscope until the growth increments were fully and clearly visible. Afterward, a polishing solution containing 0.05 &#x3bc;m alumina powder was applied for polishing. Finally, the prepared beak sections were observed under an Olympus optical microscope using diascopy illumination (transmitted light from below) to enhance transparency and structural detail. Simultaneous images were captured from different regions of the beak sections using a charge-coupled device (CCD) system. These images were later stitched together using Photoshop 24.0 to create a composite image of the same sample. This method was used to accurately read the growth increments in the beak (<xref ref-type="bibr" rid="B14">Chen et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B62">Yatsu et&#xa0;al., 1997</xref>). The growth increments on beak are symmetrically distributed. When the issue of tip erosion in the RSS, counting the growth increments along the lateral wall inner surfaces can help reduce the potential underestimation of age. Two independent researchers read the growth increments of each beak sample, and the difference between their respective age readings must be less than 10% of the mean value for the data to be considered valid (<xref ref-type="bibr" rid="B13">Chen et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B32">Hu et&#xa0;al., 2016</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Data analysis</title>
<p>A t-test was conducted to evaluate the differences in ML and BW between male and female <italic>S. esculenta</italic>. Additionally, an analysis of covariance (ANCOVA) was performed to examine whether significant differences existed in age-ML and age-BW between sexes. In this study, six growth models were used to fit the growth relationship of <italic>S. esculenta</italic> (<xref ref-type="bibr" rid="B5">Arkhipkin and Laptikhovsky, 2000</xref>; <xref ref-type="bibr" rid="B9">Brunetti and Ivanovic, 1997</xref>). The equations for each model are as follows:</p>
<p>Linear model:</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi>b</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Exponential model:</p>
<disp-formula>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Power function model:</p>
<disp-formula>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mi>t</mml:mi>
<mml:mi>b</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Logistic growth model:</p>
<disp-formula>
<mml:math display="block" id="M4">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mfrac>
<mml:mtext>a</mml:mtext>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>+</mml:mo>
<mml:mtext>&#xa0;Exp</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>b</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>t</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>c</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Von Bertalanffy growth model:</p>
<disp-formula>
<mml:math display="block" id="M5">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mtext>a</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>Exp</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>b</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>t</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>c</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Gompertz growth model:</p>
<disp-formula>
<mml:math display="block" id="M6">
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mtext>a</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>Exp</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mtext>b</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>Exp</mml:mtext>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>c</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>t</mml:mtext>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where &#x1d43f;<sub>&#x1d461;</sub> represents the ML (or BW) at age t (in mm, g); &#x1d461; is the age; and <italic>a</italic>, <italic>b</italic>, and <italic>c</italic> are the parameters.</p>
<p>The best-fitting model was selected based on the Akaike Information Criterion (AIC). The model with the lowest AIC value was considered the optimal model (<xref ref-type="bibr" rid="B13">Chen et&#xa0;al., 2011</xref>).</p>
<p>The absolute growth rate (AGR) and instantaneous relative growth rate (IRGR) were used to analyze the growth rate variations in ML and BW of <italic>S. esculenta</italic>. The growth rates were calculated using the following equations (<xref ref-type="bibr" rid="B38">Liu et&#xa0;al., 2013</xref>).</p>
<disp-formula>
<mml:math display="block" id="M7">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>G</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>Q</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<mml:math display="block" id="M8">
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>G</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>ln</mml:mtext>
<mml:mfrac>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where <italic>Q <sub>2</sub>
</italic> represents the mean ML (mm) or BW (g) at age &#x1d461;<sub>2;</sub> <italic>Q <sub>1</sub>
</italic> represents the mean ML (mm) or BW (g) at age <italic>t<sub>1</sub>
</italic>; AGR is expressed in mm/day or g/day, while IRGR is expressed in %/day.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Result</title>
<sec id="s3_1">
<label>3.1</label>
<title>ML and BW composition</title>
<p>The sex ratio of the 178 collected S. esculenta specimens (81 females and 97 males) was 1:1.2 (female: male), indicating a slightly higher proportion of males in the sampled population. The ML of all specimens ranged from 55 mm to 201 mm, and individuals were categorized into ML groups at 30 mm intervals. For females, the ML ranged from 81 mm to 196 mm, with an average ML of 115.71 &#xb1; 35.78 mm. The dominant ML group was 91&#x2014;180 mm, accounting for 90.12% of the total female samples. For males, the ML ranged from 55 mm to 201 mm, with an average ML of 113.53 &#xb1; 38.00 mm. The dominant ML group was 91&#x2014;180 mm, comprising 89.69% of the total male samples (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The results of the t-test (F=1.497, t=0.149&gt;0.05) indicated that there was no significant difference in ML between males and females.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Distribution of ML of <italic>S.esculenta</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g002.tif"/>
</fig>
<p>The BW of <italic>S. esculenta</italic> specimens ranged from 30 g to 667 g, and individuals were categorized into BW groups at 100 g intervals. For females, BW ranged from 55 g to 667 g, with an average BW of 190.66 &#xb1; 153.05 g. The dominant BW group was 101&#x2014;400 g, accounting for 77.78% of the total female samples. For males, BW ranged from 30 g to 623 g, with an average BW of 185.01 &#xb1; 142.63 g. The dominant BW group was 101&#x2014;500 g, comprising 87.63% of the total male samples (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The results of the t-test (F=0.001, t=0.501&gt;0.05) indicated that there was no significant difference in BW between males and females.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Distribution of BW of <italic>S.esculenta</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g003.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Beak microstructure</title>
<p>The microstructure of the RSS of the upper beak in <italic>S. esculenta</italic> primarily consists of two distinct regions: internal of hood and crest (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4a</bold>
</xref>). Hood is the part of the rostrum attached by the rostral edge to the lateral wall, which lies outside or lateral to the lateral wall. Crest is the joint between the top of the two lateral walls (<xref ref-type="bibr" rid="B16">Clarke et&#xa0;al., 1986</xref>). A clear internal rostral axis separates the hood and crest regions within the RSS microstructure (<xref ref-type="bibr" rid="B56">Raya and Hern&#xe1;ndez-Gonz&#xe1;lez, 1998</xref>). The growth increments in the hood and crest regions intersect at the internal rostral axis, forming a characteristic &#x201c;a left-pointing chevron&#x201d;(<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4b</bold>
</xref>). These growth increments differ in width, number, and spacing, with the hood region exhibiting more distinct and well-defined growth increments. Its growth increments appear as alternating light and dark bands that grow periodically, exhibiting a pattern of daily deposition (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4c</bold>
</xref>). Additionally, wear and notches are observed at the apex of some beak microstructures, and the RSS of the upper beak is more prone to the formation of check increments and irregular growth patterns (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4d, e</bold>
</xref>). The check increments were characterized by light bands that appeared lighter than the surrounding light increments, and dark bands that were darker than the typical dark increments. These features suggest potential influences from environmental factors or individual biological conditions on beak growth and microstructural variations.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>
<bold>(a)</bold> the upper beak microstructure of <italic>S. esculenta</italic>; <bold>(b)</bold> the shape of growth increments; <bold>(c)</bold> light and dark bands and growth increments; <bold>(d, e)</bold> the check increments in the hood region and abnormal structure.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Age composition and sexual maturity</title>
<p>The age range of the beak of <italic>S. esculenta</italic> from 59 to 152 days, with age groups divided at intervals of 30 days. Females exhibit an age range of 72 to 149 days, with an average age of females is 106.44 &#xb1; 17.35 days. The dominant age group being 81&#x2014;140 days, comprising 83.51% of the total sample. The youngest individual at 72 days, having a ML of 82 mm and a weight of 55 g, and the oldest individual at 149 days, with the ML of 196 mm and the weight of 667 g. For males, the age range is from 59 to 152 days, with an average age of 103.86 &#xb1; 19.70 days. The dominant age group for males is 81&#x2014;140 days, comprising 88.89% of the total sample. The youngest male is 59 days, with a ML of 55 mm and a weight of 30 g, while the oldest male is 152 days, with a ML of 201 mm and a weight of 623 g (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Age composition of <italic>S. esculenta</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g005.tif"/>
</fig>
<p>In this study, the majority of <italic>S. esculenta</italic> samples were in the immature stage, and the proportion of mature individuals decreased as the maturity stage increased. Among female samples, 27.16% were in maturity stage I, and 66.67% were in stage II; stages III and IV accounted for only 4.94% and 1.23%, respectively. For male samples, 37.11% were in maturity stage I, and 60.82% were in stage II; stage III represented only 2.06%, with no individuals in stage IV (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Sexual maturity composition of <italic>S. esculenta</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g006.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.5</label>
<title>Growth model</title>
<p>The results of ANCOVA indicated that there is a significant gender difference in the growth of ML and age of <italic>S. esculenta</italic> (F=0.082, P=0.00 &lt; 0.05). Therefore, in subsequent analyses of the growth relationship, separate analyses were conducted for the relationship between age and ML in female and male individuals. Through equation fitting, maximum likelihood optimization, and AIC comparison, the best growth models for both female and male <italic>S. esculenta</italic> age and ML were represented by linear functions (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7a</bold>
</xref>). The relationships are as follows:</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>AIC values of growth models for <italic>S. esculenta</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Sex</th>
<th valign="middle" rowspan="2" align="center">Model</th>
<th valign="middle" colspan="2" align="center">Linear</th>
<th valign="middle" colspan="2" align="center">Power</th>
<th valign="middle" colspan="2" align="center">Exponential</th>
<th valign="middle" colspan="2" align="center">Logistic</th>
<th valign="middle" colspan="2" align="center">Von Bertalanffy</th>
<th valign="middle" colspan="2" align="center">Gompertz</th>
</tr>
<tr>
<th valign="middle" align="center">R<sup>2</sup>
</th>
<th valign="middle" align="center">AIC</th>
<th valign="middle" align="center">R<sup>2</sup>
</th>
<th valign="middle" align="center">AIC</th>
<th valign="middle" align="center">R<sup>2</sup>
</th>
<th valign="middle" align="center">AIC</th>
<th valign="middle" align="center">R<sup>2</sup>
</th>
<th valign="middle" align="center">AIC</th>
<th valign="middle" align="center">R<sup>2</sup>
</th>
<th valign="middle" align="center">AIC</th>
<th valign="middle" align="center">R<sup>2</sup>
</th>
<th valign="middle" align="center">AIC</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="center">Female</td>
<td valign="middle" align="center">Age-ML</td>
<td valign="middle" align="center">
<bold>0.9215</bold>
</td>
<td valign="middle" align="center">
<bold>515.35</bold>
</td>
<td valign="middle" align="center">0.9136</td>
<td valign="middle" align="center">514.71</td>
<td valign="middle" align="center">0.9050</td>
<td valign="middle" align="center">527.15</td>
<td valign="middle" align="center">0.8353</td>
<td valign="middle" align="center">615.25</td>
<td valign="middle" align="center">0.8386</td>
<td valign="middle" align="center">612.58</td>
<td valign="middle" align="center">0.8405</td>
<td valign="middle" align="center">611.02</td>
</tr>
<tr>
<td valign="middle" align="center">Age-BW</td>
<td valign="middle" align="center">0.7084</td>
<td valign="middle" align="center">1121.85</td>
<td valign="middle" align="center">0.7124</td>
<td valign="middle" align="center">1112.98</td>
<td valign="middle" align="center">
<bold>0.7144</bold>
</td>
<td valign="middle" align="center">
<bold>1104.62</bold>
</td>
<td valign="middle" align="center">0.7052</td>
<td valign="middle" align="center">1120.69</td>
<td valign="middle" align="center">0.6318</td>
<td valign="middle" align="center">1154.61</td>
<td valign="middle" align="center">0.7117</td>
<td valign="middle" align="center">1117.63</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">Male</td>
<td valign="middle" align="center">Age-ML</td>
<td valign="middle" align="center">
<bold>0.9191</bold>
</td>
<td valign="middle" align="center">
<bold>554.43</bold>
</td>
<td valign="middle" align="center">0.9165</td>
<td valign="middle" align="center">554.74</td>
<td valign="middle" align="center">0.8965</td>
<td valign="middle" align="center">575.21</td>
<td valign="middle" align="center">0.8178</td>
<td valign="middle" align="center">663.66</td>
<td valign="middle" align="center">0.8213</td>
<td valign="middle" align="center">661.7</td>
<td valign="middle" align="center">0.8223</td>
<td valign="middle" align="center">660.35</td>
</tr>
<tr>
<td valign="middle" align="center">Age-BW</td>
<td valign="middle" align="center">0.7644</td>
<td valign="middle" align="center">1088.98</td>
<td valign="middle" align="center">
<bold>0.8120</bold>
</td>
<td valign="middle" align="center">
<bold>1081.55</bold>
</td>
<td valign="middle" align="center">0.7883</td>
<td valign="middle" align="center">1099.65</td>
<td valign="middle" align="center">0.7664</td>
<td valign="middle" align="center">1090.97</td>
<td valign="middle" align="center">0.7109</td>
<td valign="middle" align="center">1117.99</td>
<td valign="middle" align="center">0.7640</td>
<td valign="middle" align="center">1117.63</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Bold text indicates the best model.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>
<bold>(a, b)</bold> The growth models of age-ML and age-BW for <italic>S. esculenta</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g007.tif"/>
</fig>
<p>The growth models of age-ML for females:</p>
<disp-formula>
<mml:math display="block" id="M9">
<mml:mrow>
<mml:mtext>L</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mn>1.3786</mml:mn>
<mml:mtext>t</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>13.957</mml:mn>
  <mml:mo stretchy="false">(</mml:mo>
<mml:msup>
<mml:mtext>R</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>=</mml:mo>
<mml:mn>0.92</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2004;N</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mn>81</mml:mn>
  <mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>The growth models of age-ML for males:</p>
<disp-formula>
<mml:math display="block" id="M10">
<mml:mrow>
<mml:mtext>L</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mn>1.3829</mml:mn>
<mml:mtext>t</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>12.031</mml:mn>
  <mml:mo stretchy="false">(</mml:mo>
<mml:msup>
<mml:mtext>R</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>=</mml:mo>
<mml:mn>0.91</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2004;N</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mn>97</mml:mn>
  <mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>The results of ANCOVA indicated significant gender differences in the relationship between age and BW of <italic>S. esculenta</italic> (F=0.143, P=0.00 &lt; 0.05). Therefore, separate analyses were conducted for the relationship between age and BW in female and male individuals. Through equation fitting, maximum likelihood optimization, and AIC comparison, the best growth model for the relationship between weight and age in female <italic>S. esculenta</italic> was represented by an exponential function, while the best growth model for male individuals was described by a power function (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7b</bold>
</xref>). The relationships are as follows:</p>
<p>The growth models of age-BW for females:</p>
<disp-formula>
<mml:math display="block" id="M11">
<mml:mrow>
<mml:mtext>L</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mn>15.626</mml:mn>
<mml:mtext>e</mml:mtext>
<mml:mn>0.0253</mml:mn>
<mml:mtext>t&#x2004;</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:msup>
<mml:mtext>R</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>=</mml:mo>
<mml:mn>0.71</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;N</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mn>81</mml:mn>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>The growth models of age-BW for males:</p>
<disp-formula>
<mml:math display="block" id="M12">
<mml:mrow>
<mml:mi>L</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>0.0013</mml:mn>
<mml:mtext>tx</mml:mtext>
<mml:mn>2.6078</mml:mn>
<mml:mtext>&#x2004;</mml:mtext>
<mml:mo stretchy="false">(</mml:mo>
<mml:msup>
<mml:mtext>R</mml:mtext>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>=</mml:mo>
<mml:mn>0.81</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#xa0;N</mml:mtext>
<mml:mo>=</mml:mo>
<mml:mn>97</mml:mn>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</sec>
<sec id="s3_5">
<label>3.6</label>
<title>Growth rate</title>
<p>The AGR of ML in female <italic>S. esculenta</italic> ranged from 1.12 to 1.23 mm/d, while the IRGR varied between 0.62% and 11.14%. The highest AGR (1.23 mm/d) was observed at an age of 120&#x2013;150 days, during which the IRGR showed a declining trend. In males, the AGR of ML ranged from 1.13 to 1.93 mm/d, with an IRGR between 0.75% and 2.66%. The highest AGR (1.93 mm/d) was recorded at an age of 60&#x2013;90 days, while the IRGR exhibited a decreasing trend (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8a, b</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>
<bold>(a&#x2013;d)</bold> The relationship between the growth rates of <italic>S. esculenta</italic> (ML and BW) and age (AGR, absolute growth rate; IRGR, instantaneous relative growth rate).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1599456-g008.tif"/>
</fig>
<p>The AGR of female <italic>S. esculenta</italic> BW ranged from 2.44 to 10.12 g/d, and the IRGR ranged from 1.58% to 2.56%. The highest AGR (10.12 g/d) occurred at an age of 150&#x2013;180 days, with an overall increasing trend. The maximum IRGR (2.56%) was observed at an age of 120&#x2013;150 days, with the overall IRGR showing a decreasing trend. For males, the AGR of BW ranged from 3.86 to 9.33 g/d, with the highest AGR (9.33 g/d) recorded at an age of 150&#x2013;180 days, showing an overall increasing trend. The maximum IRGR (6.37%) occurred at an age of 60&#x2013;90 days, with the IRGR showing a declining trend overall (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8c, d</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>ML and BW composition</title>
<p>The measurement and analysis of biological indices serve as the foundation for cephalopod fisheries biology research, as fundamental biological indices often vary among individuals and populations. ML and BW are two critical biological parameters in cephalopods, providing a direct representation of individual size and growth status. In this study, the ML of <italic>S. esculenta</italic> ranged primarily from 91&#x2014;180 mm, while BW was mainly distributed between 101&#x2014;300 g. These values were higher than those reported by <xref ref-type="bibr" rid="B23">Fei (2020)</xref> for <italic>S. esculenta</italic> collected during the same season in 2017 in the coastal waters of Shandong, which may be attributed to interannual variations in the marine environment. Previous research by <xref ref-type="bibr" rid="B55">Qu et&#xa0;al. (2021)</xref> adequately suggested that cuttlefish have a short life cycle and rapid growth, making their growth characteristics highly susceptible to environmental factors such as seawater temperature and ocean currents. Consequently, variations in growth and development may occur across different habitats or between years. The results of this study indicate that there are no significant differences in ML and BW between male and female <italic>S. esculenta</italic> the East coast of China . This finding is consistent with the results of <xref ref-type="bibr" rid="B61">Xue et&#xa0;al. (2024)</xref>, based on S. esculenta samples collected annually from September to the following March between 2017 and 2021 in the central East China Sea. This may be due to similar survival strategies during the early growth stages of cephalopods, preventing the emergence of pronounced differences (<xref ref-type="bibr" rid="B18">Dan et&#xa0;al., 2025</xref>). Furthermore, the average ML and BW of female <italic>S. esculenta</italic> were greater than those of males, aligning with the findings of <xref ref-type="bibr" rid="B59">Wei et&#xa0;al. (2005)</xref>, who also observed similar trends in their study on the biological characteristics of <italic>S. esculenta</italic> sampled from Lanshan, Rizhao, between June 2002 and October 2003. This discrepancy may be explained by the growth transition in females occurring at the onset of sexual maturity development (Stage II), whereas in males, this transition begins only when the gonads reach a more advanced developmental stage (Stage III) (<xref ref-type="bibr" rid="B61">Xue et&#xa0;al., 2024</xref>). Differences in juvenile squid growth among generations are not only closely related to variations in spawning and hatching times across years but are also influenced by fluctuations in recruitment abundance, resource availability, and prey dynamics (<xref ref-type="bibr" rid="B45">Niu et&#xa0;al., 2017</xref>). Similar observations of females being larger than males have been reported in other cephalopods, including <italic>Sepiella inermis</italic> (<xref ref-type="bibr" rid="B35">Jahan and Mahmud, 2025</xref>), African cuttlefish <italic>Sepia bertheloti</italic> (<xref ref-type="bibr" rid="B25">Guerra-Marrero et&#xa0;al., 2023b</xref>), <italic>Ommastrephes bartramii</italic> (<xref ref-type="bibr" rid="B21">Fang et&#xa0;al., 2016</xref>), <italic>Sthenoteuthis oualaniensis</italic> (<xref ref-type="bibr" rid="B47">Ou et&#xa0;al., 2022</xref>), and <italic>Dosidicus gigas</italic> (<xref ref-type="bibr" rid="B32">Hu et&#xa0;al., 2016</xref>). This phenomenon may be attributed to the continuous growth of female reproductive organs, such as the ovary and oviducal gland, as the individual matures, resulting in a more pronounced and rapid increase in female body size compared to males. During different growth stages of cephalopods, energy allocation varies, and distinct energy distribution patterns are observed between sexes even at the same developmental stage (<xref ref-type="bibr" rid="B11">Chen et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B58">Sieiro et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B48">Pascual et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Beak Microstructure</title>
<p>The cephalopod beak is primarily composed of proteins and chitin fibers, exhibiting a relatively stable shape and high rigidity (<xref ref-type="bibr" rid="B15">Clarke, 1962</xref>; <xref ref-type="bibr" rid="B42">Miserez et&#xa0;al., 2007</xref>). The daily growth increments of <italic>S. esculenta</italic> are primarily located in the RSS of the upper beak (<xref ref-type="bibr" rid="B22">Fang et&#xa0;al., 2022</xref>). In this study, the microstructure of the upper beak of <italic>S. esculenta</italic> was analyzed, and the periodicity of growth increments was observed to determine age. These findings are in agreement with those of <xref ref-type="bibr" rid="B22">Fang et&#xa0;al. (2022)</xref>, who reported similar beak microstructural patterns in cephalopods such as <italic>D. gigas</italic> (<xref ref-type="bibr" rid="B32">Hu et&#xa0;al., 2016</xref>) and <italic>Octopus</italic>. (<xref ref-type="bibr" rid="B49">Perales-Raya, 2014a</xref>). The study identified regularly spaced growth increments in the RSS of the upper beak, manifested as alternating dark and light bands, which likely reflect endogenous biological rhythms, potentially linked to diel or seasonal variations in feeding or locomotor activity (<xref ref-type="bibr" rid="B17">Cobb et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B56">Raya and Hern&#xe1;ndez-Gonz&#xe1;lez, 1998</xref>). The hood region of <italic>S. esculenta</italic> exhibited deeper pigment deposition, while the crest region showed relatively lighter pigment deposition, making the growth increments more distinguishable. However, the spacing between increments in the hood region was wider than in the crest region, allowing for more accurate age determination. This pattern has also been observed in other cephalopod species (<xref ref-type="bibr" rid="B14">Chen et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B32">Hu et&#xa0;al., 2016</xref>). The variation in increment spacing within the same region may be related to different life history stages; early-stage individuals exhibit rapid growth with wider increment spacing, whereas later-stage individuals experience slower growth with narrower spacing (<xref ref-type="bibr" rid="B50">Perales-Raya et&#xa0;al., 2010</xref>). Based on beak microstructure analysis, <xref ref-type="bibr" rid="B51">Perales-Raya et&#xa0;al. (2020)</xref> reported a decreasing trend in increment width in Architeuthis dux, from the young ages (16.4 &#x3bc;m of average for first 30 increments) to the oldest ages (10.2 &#x3bc;m for the latest 30 increments).</p>
<p>Additionally, habitat temperature may influence the spacing of growth increments. Studies have shown that <italic>D. gigas</italic> from warmer waters exhibits larger increments compared to individuals from colder waters (<xref ref-type="bibr" rid="B37">Liu et&#xa0;al., 2015</xref>). In this study, distinct check increments were also observed, which may provide evidence of specific life events or environmental changes during the growth of <italic>S. esculenta</italic>, including shifts in environmental conditions, critical life history transitions, and predator attacks (<xref ref-type="bibr" rid="B4">Arkhipkin, 2005</xref>; <xref ref-type="bibr" rid="B53">Perales-Raya et&#xa0;al., 2014b</xref>). Furthermore, wear and structural modifications at the anterior portion of the beak are likely caused by mechanical damage sustained during prey capture and processing. Similar patterns of wear and structural adaptation have been reported in the beak microstructures of other cephalopods (Lu et&#xa0;al., 2022; <xref ref-type="bibr" rid="B14">Chen et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Age composition and sexual maturity</title>
<p>Previous studies have shown that <italic>S. esculenta</italic> exhibits rapid generational turnover and a short lifespan, it is an annual species (<xref ref-type="bibr" rid="B44">Natsukari and Tashiro, 1991</xref>). It typically spawns from June to August, undergoes growth and development from September to February of the following year, and reaches sexual maturity between March and May (<xref ref-type="bibr" rid="B59">Wei et&#xa0;al., 2005</xref>). In this study, the collected specimens had an average age of 104 days, with the oldest individual recorded at 152 days (approximately five months), further confirming the summer spawning pattern of <italic>S. esculenta</italic>. The age of <italic>S. esculenta</italic> is closely linked to its growth and developmental stages. In this study, the samples were collected from September to November, a period during which offspring individuals of <italic>S. esculenta</italic> undergo rapid growth. This timing may explain why the majority of the samples were in an immature stage. Previous research on <italic>S. esculenta</italic> in the central East China Sea from September to March of the following year indicated seasonal differences in sexual maturity. Specifically, individuals collected from September to November were predominantly in sexual maturity development stages I and II (<xref ref-type="bibr" rid="B61">Xue et&#xa0;al., 2024</xref>), which is consistent with the results of this study. This suggests that <italic>S. esculenta</italic> typically attains sexual maturity in winter and spring, whereas in autumn, a significant proportion remains immature. Additionally, a small number of sexually mature individuals were identified in this study. It was observed that female <italic>S. esculenta</italic> reached sexual maturity at a smaller ML compared to males, indicating possible precocious maturation in the female population. In recent years, advancements in fishing technologies, increased catch yields, and changes in the marine environment have exerted growing pressure on <italic>S. esculenta</italic> populations (<xref ref-type="bibr" rid="B29">Hao et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B22">Fang et&#xa0;al., 2022</xref>). The observed early maturation trend may represent an adaptive reproductive strategy in response to high fishing pressure and habitat changes, aimed at increasing population persistence (<xref ref-type="bibr" rid="B61">Xue et&#xa0;al., 2024</xref>). Therefore, to ensure the sustainable management of <italic>S. esculenta</italic> resources, it is essential to explore regional stock enhancement strategies, maintain a balance between supply and demand within the habitat, and protect the ecological environment. Developing scientifically informed strategies for the quality and quantity of released juveniles in enhancement programs is crucial for the long-term conservation of this species.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Growth model</title>
<p>This study utilized six growth models to construct age-ML and age-BW growth models for <italic>S. esculenta</italic>, aiming to describe its growth characteristics. The analysis of <italic>S. esculenta</italic> specimens collected from September to November revealed that the growth model for the relationship age-ML is best represented by a linear function, which aligns with the growth models of <italic>S. esculenta</italic> in the East China Sea described by <xref ref-type="bibr" rid="B22">Fang et&#xa0;al. (2022)</xref>. The general growth pattern in cephalopods is characterized by differing growth rates at various life stages (<xref ref-type="bibr" rid="B24">Forsythe and Van Heukelem, 1987</xref>; <xref ref-type="bibr" rid="B8">Boyle and Rodhouse, 2008</xref>). Typically, the growth rate is faster during the juvenile stage, while it slows down during the adult stage. Overall, growth trends are often best described by nonlinear models such as the Logistic, exponential, or logarithmic functions (<xref ref-type="bibr" rid="B28">Guo et&#xa0;al., 2023</xref>). For example, <xref ref-type="bibr" rid="B41">Lu et&#xa0;al. (2022)</xref> based on the beak of <italic>S. oualaniensis</italic> in the northwest Indian Ocean found that the linear growth model for the autumn population was the best fit for the relationship between age and ML, while the power function was the best model for the spring population to describe the age-ML relationship. <xref ref-type="bibr" rid="B14">Chen et&#xa0;al. (2022)</xref> also found that exponential functions were the best to describe the growth of age-ML and age-BW for <italic>S. oualaniensis</italic> in the South China Sea. Additionally, <xref ref-type="bibr" rid="B36">Li et&#xa0;al. (2021)</xref> based on statolith found that the growth of age-ML in spring-spawning <italic>Uroteuthis edulis</italic> was best fit by the Logistic, while the summer-spawning population&#x2019;s growth was best fit by the von Bertalanffy. Sex is also a key factor influencing growth in cephalopods. Our study demonstrated that the growth model for female <italic>S. esculenta</italic> age-BW was best described by an exponential function, while the male growth model was best described by a power function. <xref ref-type="bibr" rid="B25">Guerra-Marrero et&#xa0;al. (2023b)</xref> found that the growth model for males of the African cuttlefish <italic>S. bertheloti</italic> was best fitted using the von Bertalanffy model, while the female growth model was best described by an exponential function. For the entire population (both males and females), an exponential model best represented growth. <xref ref-type="bibr" rid="B32">Hu et&#xa0;al. (2016)</xref> found that the relationship age-BW of the <italic>D. gigas</italic> in the Peruvian exclusive economic zone is best fitted by an exponential growth model. Cephalopod growth and age are influenced by multiple factors, and growth equations suitable for different sexes, populations, and geographic locations often differ (<xref ref-type="bibr" rid="B3">Arkhipkin, 1997</xref>; <xref ref-type="bibr" rid="B34">Jackson, 2004</xref>). <xref ref-type="bibr" rid="B38">Liu et&#xa0;al. (2013)</xref> suggested that nonlinear models can reflect the overall growth trend throughout the species&#x2019; life history, while linear models are more suitable for capturing growth characteristics during specific stages of an individual&#x2019;s development. Therefore, using multiple models for fitting in the construction of cephalopod growth models can improve the accuracy of model fitting.</p>
</sec>
<sec id="s4_5">
<label>4.5</label>
<title>Growth rate</title>
<p>The results of this study did not detect significant differences in growth rates between male and female <italic>S. esculenta</italic>. The maximum AGR of female ML occurred 120&#x2013;150 days, reaching 1.23 mm/d, while the maximum AGR of male ML occurred 60&#x2013;90 days, reaching 1.93 mm/d. However, this result may have some bias, as the number of male samples at 60&#x2013;90 days was relatively small. Additionally, a peak in the growth rate of male ML was also observed between 120&#x2013;150 days, with a value of 1.46 mm/d. Both the AGR of the female and male BW showed an upward trend, with a decline in AGR followed by a rapid increase between 120&#x2013;150 days. This phenomenon could be attributed to <italic>S. esculenta</italic> changing its habitat and prey types, thus obtaining more food to meet its growth requirements. Oceanographic characteristics significantly influence the distribution of cephalopod larvae (<xref ref-type="bibr" rid="B7">Boyle and Rodhouse, 2005</xref>). Cephalopod larvae have limited migratory abilities and initially feed along the continental shelf edge. As their swimming and predation abilities improve, they can migrate from the shelf to deeper ocean waters, resulting in a dietary shift (<xref ref-type="bibr" rid="B57">Sajikumar et al., 2018</xref>). Furthermore, after 120 days, the AGR of male ML was higher than that of females, while the growth of female BW showed a certain lag compared to males, with a higher growth rate. This may be related to their development stage. Most of the <italic>S. esculenta</italic> samples collected in this study were in the immature and over-mature stages, suggesting that female individuals likely allocate more energy to gonad development during growth, which is reflected in the continuous increase in BW. In contrast, male individuals tend to invest energy in body growth during the maturation process. This phenomenon has also been observed in other cephalopods&#x2019; age-growth studies (<xref ref-type="bibr" rid="B3">Arkhipkin, 1997</xref>; <xref ref-type="bibr" rid="B7">Boyle and Rodhouse, 2005</xref>; <xref ref-type="bibr" rid="B19">Dawe and Beck, 1997</xref>). The sampling period in this study was from September to November, during the growth stage, with relatively young individuals and low sexual maturity. Therefore, future studies on the age and growth of <italic>S. esculenta</italic> should include long-term sampling programs to assess the potential spatiotemporal variability in age and growth.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>This study analyzes the microstructure of the beak of <italic>S. esculenta</italic> collected from the East coast of China, revealing the age-growth characteristics of this species. Assuming a daily deposition of growth increments, the results indicate that the increments on the beak of <italic>S. esculenta</italic> are clearly defined and suitable for age determination. The estimated ages ranged from 59 to 152 days, with minimal differences observed between male and female individuals. The <italic>S. esculenta</italic> specimens were relatively young and exhibited low sexual maturity, indicating that the growth model primarily reflects the early developmental stages. The growth relationship between age and ML is best represented by a linear model, whereas the relationship between age and BW follows different growth patterns: females conform to an exponential model, and males follow a power function model. Growth rate analysis demonstrates that both ML and BW exhibit varying growth rates at different age stages, with the highest growth rates observed at 120&#x2013;150 days and 60&#x2013;90 days, respectively, this may reflect different energy allocations at distinct growth stages. This study offers preliminary insights into the biological characteristics of the <italic>S. esculenta</italic> population in the East coast of China and offers scientific evidence for fishery resource management, sustainable population utilization, and ecological conservation. Future research should continue to focus on the spatiotemporal variability of <italic>S. esculenta</italic>, conducting long-term sampling programs to further refine its age-growth model and assess trends in resource changes.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>BLL: Visualization, Project administration, Resources, Validation, Writing &#x2013; review &amp; editing, Conceptualization. YZO: Writing &#x2013; original draft, Methodology, Software, Data curation, Investigation, Formal analysis. MHZ: Writing &#x2013; review &amp; editing, Validation, Investigation, Software. HZ: Investigation, Writing &#x2013; review &amp; editing, Project administration. YYX: Writing &#x2013; review &amp; editing, Conceptualization. KWZ: Investigation, Writing &#x2013; original draft. CWZ: Visualization, Writing &#x2013; original draft. HSH: Investigation, Writing &#x2013; original draft.</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 research was supported by 2022 Jiangsu Provincial Agricultural Ecological Protection and Resource Utilization Special Fund -Fisheries Ecology and Resource Monitoring (2022-SJ-061-01), and 2021 Jiangsu Provincial Agricultural Ecological Protection and Resource Utilization Special Fund -Fisheries Ecology and Resource Monitoring (2021-SJ-110-02).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank Jiangsu Marine Fisheries Research Institute for their support. Thanks to 2022 Annual Jiangsu Province Agricultural Ecological Protection and Resource Utilization Special Project - Fishery Ecology and Resource Monitoring (2022-SJ-061-01) and Annual Jiangsu Province Agricultural Ecological Protection and Resource Utilization Special Project - Fishery Ecology and Resource Monitoring (2021-SJ-110-02) for the partial support. Finally, we thank the editor and the reviewers whose comments greatly improved the manuscript.</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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s12" 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>
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