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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">106</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:dddd9632-2f62-529d-aa08-fcb37c695039</journal-id>
      <journal-id journal-id-type="aggregator">urn:lsid:zoobank.org:pub:73014291-F6B9-403A-8AC3-FAC9C44FEF36</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Acta Ichthyologica et Piscatoria</journal-title>
        <abbrev-journal-title xml:lang="en">AIeP</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">0137-1592</issn>
      <issn pub-type="epub">1734-1515</issn>
      <publisher>
        <publisher-name>Pensoft Publishers</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/aiep.55.160771</article-id>
      <article-id pub-id-type="publisher-id">160771</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group subj-group-type="biological_taxon">
          <subject>Osteichthyes</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Faunistics &amp; Distribution</subject>
          <subject>Theory &amp; Methodology</subject>
        </subj-group>
        <subj-group subj-group-type="geographical_area">
          <subject>Africa</subject>
        </subj-group>
        <subj-group subj-group-type="sdg">
          <subject>Good health &amp; well-being</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>﻿Seasonal variations in the biological characteristics and biochemical composition of bluemouth rockfish, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> (<tp:taxon-name><tp:taxon-name-part taxon-name-part-type="class">Actinopterygii</tp:taxon-name-part></tp:taxon-name>, <tp:taxon-name><tp:taxon-name-part taxon-name-part-type="order">Perciformes</tp:taxon-name-part></tp:taxon-name>, <tp:taxon-name><tp:taxon-name-part taxon-name-part-type="family">Sebastidae</tp:taxon-name-part></tp:taxon-name>), in the central Mediterranean Sea</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Helali</surname>
            <given-names>Abdelhamid</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
          <role content-type="http://credit.niso.org/contributor-roles/writing-original-draft/">Writing - original draft</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Ghribi</surname>
            <given-names>Feriel</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0001-9350-7510</uri>
          <xref ref-type="aff" rid="A2">2</xref>
          <role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Bejaoui</surname>
            <given-names>Safa</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
          <role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Ben Ali</surname>
            <given-names>Manel</given-names>
          </name>
          <xref ref-type="aff" rid="A3">3</xref>
          <role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
          <role content-type="http://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Hedfi</surname>
            <given-names>Amor</given-names>
          </name>
          <email xlink:type="simple">o.zaied@tu.edu.sa</email>
          <uri content-type="orcid">https://orcid.org/0000-0002-3476-4178</uri>
          <xref ref-type="aff" rid="A3">3</xref>
          <role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
          <role content-type="http://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Hassan</surname>
            <given-names>Montaser</given-names>
          </name>
          <xref ref-type="aff" rid="A3">3</xref>
          <role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Hajlaoui</surname>
            <given-names>Wafa</given-names>
          </name>
          <xref ref-type="aff" rid="A4">4</xref>
          <role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Belhassen</surname>
            <given-names>Dalya</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
          <role content-type="http://credit.niso.org/contributor-roles/resources/">Resources</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Chetoui</surname>
            <given-names>Imene</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
          <role content-type="http://credit.niso.org/contributor-roles/software/">Software</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Ennouri</surname>
            <given-names>Rym</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
          <xref ref-type="aff" rid="A4">4</xref>
          <role content-type="http://credit.niso.org/contributor-roles/software/">Software</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Agrebi</surname>
            <given-names>Siwar</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0009-0001-7413-7339</uri>
          <xref ref-type="aff" rid="A4">4</xref>
          <role content-type="http://credit.niso.org/contributor-roles/resources/">Resources</role>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Mili</surname>
            <given-names>Sami</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-2625-8064</uri>
          <xref ref-type="aff" rid="A4">4</xref>
          <xref ref-type="aff" rid="A5">5</xref>
          <role content-type="http://credit.niso.org/contributor-roles/supervision/">Supervision</role>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line content-type="verbatim">University of Carthage, Faculty of Sciences of Bizerte, Zarzouna–Bizerte, Tunisia</addr-line>
        <institution>University of Carthage</institution>
        <addr-line content-type="city">Zarzouna–Bizerte</addr-line>
        <country>Tunisia</country>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line content-type="verbatim">Laboratory of Ecology, Biology and Physiology of Aquatic organisms, Department of Biology, Faculty of Science of Tunis, University of Tunis El Manar, Tunis, Tunisia</addr-line>
        <institution>University of Tunis El Manar</institution>
        <addr-line content-type="city">Tunis</addr-line>
        <country>Tunisia</country>
      </aff>
      <aff id="A3">
        <label>3</label>
        <addr-line content-type="verbatim">University of Carthage, Higher Institute of Marine Sciences of Bizerte (ISSMB), Errimel, Bizerte, Tunisia</addr-line>
        <institution>Taif University</institution>
        <addr-line content-type="city">Taif</addr-line>
        <country>Saudi Arabia</country>
      </aff>
      <aff id="A4">
        <label>4</label>
        <addr-line content-type="verbatim">Department of Biology, College of Sciences, Taif University, Taif, Saudi Arabia</addr-line>
        <institution>University of Carthage</institution>
        <addr-line content-type="city">Bizerte</addr-line>
        <country>Tunisia</country>
      </aff>
      <aff id="A5">
        <label>5</label>
        <addr-line content-type="verbatim">Laboratory of Fisheries Sciences, National Institute of Marine Sciences and Technologies, Salammbô, Tunis, Tunisia</addr-line>
        <institution>National Institute of Marine Sciences and Technologies</institution>
        <addr-line content-type="city">Tunis</addr-line>
        <country>Tunisia</country>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Amor Hedfi (<email xlink:type="simple">o.zaied@tu.edu.sa</email>)</p>
        </fn>
        <fn>
          <p>Adnan Tokaç</p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2025</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>07</day>
        <month>11</month>
        <year>2025</year>
      </pub-date>
      <volume>55</volume>
      <fpage>317</fpage>
      <lpage>331</lpage>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/EC8E3558-5161-54EA-8BED-B0F8F255769D">EC8E3558-5161-54EA-8BED-B0F8F255769D</uri>
      <uri content-type="zoobank" xlink:href="https://zoobank.org/CA52B45D-D7A3-4851-8C7C-1264B31EFA8A">CA52B45D-D7A3-4851-8C7C-1264B31EFA8A</uri>
      <history>
        <date date-type="received">
          <day>31</day>
          <month>05</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>10</day>
          <month>09</month>
          <year>2025</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Abdelhamid Helali, Feriel Ghribi, Safa Bejaoui, Manel Ben Ali, Amor Hedfi, Montaser Hassan, Wafa Hajlaoui, Dalya Belhassen, Imene Chetoui, Rym Ennouri, Siwar Agrebi, Sami Mili</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <self-uri content-type="zoobank" xlink:type="simple">https://zoobank.org/CA52B45D-D7A3-4851-8C7C-1264B31EFA8A</self-uri>
      <abstract>
        <label>﻿Abstract</label>
        <p>This study provides a comprehensive analysis of the annual biological cycle and biochemical composition of the bluemouth rockfish, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> (Delaroche, 1809), collected in 2022, from the northern Tunisian coast. We investigated seasonal variations in biological indices (condition, gonadosomatic, and relative growth) and biochemical constituents (lipids, proteins, glycogen, and fatty acids). Our key finding is a defined cold-season (winter) spawning period, evidenced by a significant peak in the gonadosomatic index (<abbrev xlink:title="gonadosomatic index" id="ABBRID0EGAAC">GSI</abbrev>) coinciding with a depletion of somatic condition, hepatic glycogen, and lipid reserves. Spawning was associated with a pronounced shift in energy allocation, with lipid and glycogen levels in muscle tissue decreasing by up to 92% and 88%, respectively, in winter. Biochemically, the species exhibited high protein content (41–77 mg · g<sup>–1</sup>) and was rich in omega-3 fatty acids, particularly in warm seasons (PUFA n-3 = 28%). The fatty acid profile (<abbrev xlink:title="fatty acid profile" id="ABBRID0EMAAC">FA</abbrev>) was dominated by PUFA &gt; MUFA &gt; SFA year-round, with notable differences in energy reserves between sexes, as females showed higher energy mobilization for reproduction. These results provide crucial insights into the reproductive biology and energy allocation strategy of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>, underscoring its vulnerability to fishing pressure during spawning and its consistent nutritional value, which is vital for sustainable management in the Mediterranean.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>benthic fish</kwd>
        <kwd>periodic change</kwd>
        <kwd>metabolism</kwd>
        <kwd>morphometric</kwd>
      </kwd-group>
      <funding-group>
        <award-group>
          <funding-source>
            <named-content content-type="funder_name">Taif University</named-content>
            <named-content content-type="funder_identifier">501100006261</named-content>
            <named-content content-type="funder_ror">https://ror.org/014g1a453</named-content>
            <named-content content-type="funder_doi">http://doi.org/10.13039/501100006261</named-content>
          </funding-source>
        </award-group>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="﻿Introduction" id="SECID0ECBAC">
      <title>﻿Introduction</title>
      <p>Fish have long been recognized as a vital component of a healthy human diet, offering a wide range of health benefits. Sourced from both marine and freshwater environments, their exceptional nutritional value has secured them a prominent place in global cuisines (<xref ref-type="bibr" rid="B59">Tidwell and Allan 2001</xref>). Fish are rich in essential nutrients, including lipids, proteins, minerals, vitamins, and bioactive fatty acids, making them an excellent dietary choice for all age groups. As a natural reservoir of these compounds, regular consumption of fish supports optimal bodily function and overall health (<xref ref-type="bibr" rid="B55">Sarojnalini and Hei 2019</xref>; <xref ref-type="bibr" rid="B43">Mili et al. 2023</xref>; <xref ref-type="bibr" rid="B30">Hajlaoui et al. 2025</xref>).</p>
      <p>The consumption of fish and their derivatives, such as oils and dietary supplements rich in bioactive lipids, has surged notably in recent decades. This trend is largely driven by the recognition of fish’s exceptional nutritional value, which provides high-quality nutrients (<xref ref-type="bibr" rid="B34">Kiczorowska et al. 2019</xref>). Fish are a rich source of bioactive lipid compounds, including omega-3 (n-3) polyunsaturated fatty acids (<abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0E5BAC">PUFAs</abbrev>) (<xref ref-type="bibr" rid="B27">Gormley 2006</xref>), polar lipids (<abbrev xlink:title="polar lipids" id="ABBRID0EGCAC">PLs</abbrev>), marine carotenoids, and fat-soluble vitamins A, E, and D (<xref ref-type="bibr" rid="B39">Lordan et al. 2020</xref>).</p>
      <p>These nutrients, particularly omega-3 <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EQCAC">PUFAs</abbrev> like docosahexaenoic acid (<abbrev xlink:title="docosahexaenoic acid" id="ABBRID0EUCAC">DHA</abbrev>), are critically important for human health. They contribute to cardiovascular health by reducing triglycerides, inflammation, and the risk of heart disease and stroke (<xref ref-type="bibr" rid="B8">Barber 2004</xref>). Furthermore, <abbrev xlink:title="docosahexaenoic acid" id="ABBRID0E3CAC">DHA</abbrev> is essential for brain development in infants and helps maintain cognitive function, potentially reducing the risk of cognitive decline in older adults (<xref ref-type="bibr" rid="B32">Jacqueline and Calder 2020</xref>). Omega-3 fatty acids also support ocular health, helping to prevent age-related macular degeneration (<abbrev xlink:title="age-related macular degeneration" id="ABBRID0EEDAC">AMD</abbrev>) and dry eye syndrome (<xref ref-type="bibr" rid="B37">Lawrenson and Evans 2015</xref>).</p>
      <p>Beyond these specific benefits, extensive research substantiates the pivotal role of fish lipids in organ development, biochemical and physiological functions, and overall protection against various diseases (<xref ref-type="bibr" rid="B44">Mohanty and Nayak 2018</xref>; <xref ref-type="bibr" rid="B28">Grabner et al. 2021</xref>; <xref ref-type="bibr" rid="B7">Ashraf et al. 2022</xref>). The bluemouth rockfish, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> (Delaroche, 1809), is a bathydemersal scorpionfish with a robust and moderately compressed body, large eyes, and a wide-opening grey-black mouth bearing villiform teeth along both the jaws and the palate (<xref ref-type="bibr" rid="B31">Heemstra and Heemstra 2004</xref>; <xref ref-type="bibr" rid="B13">Berge et al. 2023</xref>). This fish is otherwise known as blackbelly rosefish or bluemouth seaperch. Its coloration ranges from light yellowish orange to vibrant red, often with darker dorso-ventral bars on the head and body. This species inhabits continental shelf and upper slope soft-bottom habitats, typically between 150 and 600 m depth, though it can occur from 50 to 1100 m (<xref ref-type="bibr" rid="B57">Sion et al. 2024</xref>). It is widely distributed across the eastern and western Atlantic, from Nova Scotia to Venezuela in the west, and from Iceland and Norway to the Mediterranean in the east (<xref ref-type="bibr" rid="B50">Pirrera et al. 2009</xref>; <xref ref-type="bibr" rid="B57">Sion et al. 2024</xref>), including the western and central basins of the Mediterranean (<xref ref-type="bibr" rid="B50">Pirrera et al. 2009</xref>).</p>
      <p>Ecologically, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> functions as a mesopredator, feeding on benthic and pelagic crustaceans, fishes, cephalopods, and occasionally echinoderms and polychaetes, with ontogenetic and habitat-related dietary shifts (<xref ref-type="bibr" rid="B15">Capezzuto et al. 2020</xref>; <xref ref-type="bibr" rid="B57">Sion et al. 2024</xref>). Its life-history traits include slow growth, long lifespan (up to 43 years), and late maturity (around 32 cm total length), making populations particularly vulnerable to fishing pressure (<xref ref-type="bibr" rid="B17">Consoli et al. 2010</xref>; <xref ref-type="bibr" rid="B42">Mili et al. 2016</xref>). Regional growth studies estimated von Bertalanffy parameters at <italic>L</italic><sub>∞</sub> = 37 cm, <italic>k</italic> = 0.142 · year<sup>−1</sup> in Tunisian waters (<xref ref-type="bibr" rid="B42">Mili et al. 2016</xref>) and <italic>L</italic><sub>∞</sub> = 26.1 cm, <italic>k</italic> = 0.14 · year<sup>−1</sup> in the central Mediterranean (<xref ref-type="bibr" rid="B17">Consoli et al. 2010</xref>).</p>
      <p>Reproductively, the species exhibits a zygoparous form of oviparity, with internal fertilization and embryo development inside a gelatinous ovarian matrix before release as pelagic larvae (<xref ref-type="bibr" rid="B46">Muñoz et al. 2000</xref>; <xref ref-type="bibr" rid="B57">Sion et al. 2024</xref>). Females are multiple-batch spawners, producing asynchronous oocyte batches with up to 37 000 embryos per spawning event (<xref ref-type="bibr" rid="B46">Muñoz et al. 2000</xref>).</p>
      <p>Population structure and distribution vary with depth and latitude: juveniles generally occur at lower depths (&lt;500 m), while adults dominate deeper habitats (&gt;500 m), with higher abundances in the western Mediterranean and southern latitudes (Massutí et al. 2000; <xref ref-type="bibr" rid="B50">Pirrera et al. 2009</xref>). Morphometric analyses further support the existence of discrete stocks across the Northeast Atlantic and Mediterranean, particularly between the Alboran Sea, Balearic Sea, and adjacent Atlantic regions (<xref ref-type="bibr" rid="B54">Rodríguez-Mendoza et al. 2011</xref>). Despite the growing body of research, significant knowledge gaps persist, particularly regarding stock structure validation, reproductive dynamics under fishing pressure, and standardized growth–age assessments across regions (<xref ref-type="bibr" rid="B54">Rodríguez-Mendoza et al. 2011</xref>; <xref ref-type="bibr" rid="B57">Sion et al. 2024</xref>). Given its increasing commercial importance, as it is regularly targeted by long-lines and gillnets in Mediterranean fisheries (<xref ref-type="bibr" rid="B42">Mili et al. 2016</xref>), the present study aims to address these gaps by examining the biochemical composition (lipids, proteins, glycogen, and fatty acids) and various biological aspects, including relative growth, condition index, and gonadosomatic index of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> harvested from the northern Tunisian coasts throughout an annual cycle. These analyses provide valuable insights into the species’ growth patterns, physiological condition, and nutritional value, thereby offering relevant information for both fisheries management and human consumption.</p>
    </sec>
    <sec sec-type="materials|methods" id="SECID0E6HAC">
      <title>﻿Material and methods</title>
      <p><bold>Sampling area.</bold> The northern coast of Tunisia, designated as GFCM-GSA12, extends approximately 400 km (Fig. <xref ref-type="fig" rid="F1">1</xref>) and comprises two distinct zones. The first section, extending from the Tunisian–Algerian border to Cap Blanc, is characterized by a dense hydrographic network, turbulent waters, and frequent strong winds. The second zone is defined by high-energy wave action that drives ongoing cliff erosion and topographic alteration. This distinct morphology results from high exposure to the deep sea and a narrow, rocky, and steep continental shelf (<xref ref-type="bibr" rid="B11">Ben Ismail et al. 2010</xref>; <xref ref-type="bibr" rid="B4">Amrouni et al. 2014</xref>; <xref ref-type="bibr" rid="B10">Ben Ismail 2014</xref>; <xref ref-type="bibr" rid="B33">Khoufi 2015</xref>). Characterized by a dry Mediterranean climate, the northern Tunisian coast (GFCM-GSA12) experiences hot, dry summers and winters with brief, heavy rainfall. This climate is significantly influenced by storm systems originating from the Balearic Islands and the Gulf of Genoa (<xref ref-type="bibr" rid="B10">Ben Ismail 2014</xref>; <xref ref-type="bibr" rid="B33">Khoufi 2015</xref>; Rjeibi unpublished <xref ref-type="fn" rid="FN1">1</xref>).</p>
      <fig id="F1" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/aiep.55.160771.figure1</object-id>
        <object-id content-type="arpha">32A88563-2CD7-56E3-83D4-21C8B9AE4E68</object-id>
        <label>Figure 1.</label>
        <caption>
          <p>Sampling location, northern Tunisia GFCM-GSA 12 (central Mediterranean Sea).</p>
        </caption>
        <graphic xlink:href="aiep-55-317-g001.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1460358.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1460358</uri>
        </graphic>
      </fig>
      <p>The northern part of Tunisia exhibits considerable temperature variations, which are influenced by seasonal factors and depth. During the winter and spring seasons, temperatures oscillate between 14.3°C at the surface and 50 m depth, 14.4°C at 100 m, and 13.5°C at 150 m. In contrast, during the summer, a thermocline emerges at depths ranging from 20 to 50 m (<xref ref-type="bibr" rid="B10">Ben Ismail 2014</xref>; Rjeibi unpublished).</p>
      <p>During the winter season in the Galite, the Atlantic surface waters are at a salinity of 36.73‰, where Salinity can rise to 37.5‰ at a depth of 50 to 150 m. Deeper waters have higher salt levels with more water flowing westward, with salinities ranging from 38‰ to 38.5‰ (<xref ref-type="bibr" rid="B63">Würtz 2010</xref>; <xref ref-type="bibr" rid="B10">Ben Ismail 2014</xref>).</p>
      <p><bold>Sampling fish and dissection.</bold> A total of 931 <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> specimens (538 males and 393 females) were collected every month in 2022 from northern Tunisia (GFCM-GSA 12) and subsequently transferred to the biological laboratory at the Higher Institute of Marine Sciences of Bizerte. Five morphometric characters were measured for each fish including the total length (<italic>L</italic><sub>T</sub>) measured to the nearest millimeter using a ruler, the total weight (<italic>W</italic><sub>T</sub>), eviscerated weight (<italic>W</italic><sub>E</sub>), gonad weight (<italic>W</italic><sub>G</sub>) and liver weight (<italic>W</italic><sub>L</sub>) using a top loading digital scale (precision of 0.001 g) (Table <xref ref-type="table" rid="T1">1</xref>). The biological analyses were performed utilizing fresh specimens, while damaged individuals were systematically discarded. Also, the muscular tissues of 24 fish per sex and per season were kept at –80°C for biomarker assays.</p>
      <table-wrap id="T1" position="float" orientation="portrait">
        <label>Table 1.</label>
        <caption>
          <p>Morphometric characteristics of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> sampled from northern Tunisia during four seasons of 2022.</p>
        </caption>
        <table id="TID0EF4BG" rules="all">
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">Season</th>
              <th rowspan="1" colspan="1">Sex</th>
              <th rowspan="1" colspan="1">
                <italic>N</italic>
              </th>
              <th rowspan="1" colspan="1">Total length [cm]</th>
              <th rowspan="1" colspan="1">Total weight [g]</th>
              <th rowspan="1" colspan="1">Eviscerated weight [g]</th>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Spring</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">93</td>
              <td rowspan="1" colspan="1">17.549 ± 3.407</td>
              <td rowspan="1" colspan="1">95.348 ± 6.253</td>
              <td rowspan="1" colspan="1">88.797 ± 6.099</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">144</td>
              <td rowspan="1" colspan="1">17.282 ± 3.754</td>
              <td rowspan="1" colspan="1">95.173 ± 5.959</td>
              <td rowspan="1" colspan="1">88.859 ± 5.839</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Summer</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">144</td>
              <td rowspan="1" colspan="1">17.295 ± 2.901</td>
              <td rowspan="1" colspan="1">98.618 ± 6.852</td>
              <td rowspan="1" colspan="1">90.196 ± 6.453</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">144</td>
              <td rowspan="1" colspan="1">18.487 ± 3.467</td>
              <td rowspan="1" colspan="1">99.674 ± 6.389</td>
              <td rowspan="1" colspan="1">92.198 ± 6.302</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Autumn</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">77</td>
              <td rowspan="1" colspan="1">17.031 ± 3.535</td>
              <td rowspan="1" colspan="1">112.554 ± 5.951</td>
              <td rowspan="1" colspan="1">82.514 ± 5.685</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">113</td>
              <td rowspan="1" colspan="1">17.767 ± 3.885</td>
              <td rowspan="1" colspan="1">106.004 ± 6.159</td>
              <td rowspan="1" colspan="1">80.635 ± 4.322</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Winter</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">79</td>
              <td rowspan="1" colspan="1">17.911 ± 3.767</td>
              <td rowspan="1" colspan="1">87.722 ± 4.537</td>
              <td rowspan="1" colspan="1">80.635 ± 4.432</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">137</td>
              <td rowspan="1" colspan="1">17.424 ± 3.619</td>
              <td rowspan="1" colspan="1">94.169 ± 5.211</td>
              <td rowspan="1" colspan="1">87.961 ± 5.141</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>Results are presented as mean ± standard deviation. <italic>N</italic> = number of fish studied.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p><bold>Weight–length relationship analysis.</bold> Weight–length relationships (<abbrev xlink:title="Weight–length relationships" id="ABBRID0ELBAE">WLR</abbrev>) were established to assess the growth pattern and body condition of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>. This analysis is fundamental in fisheries science for converting length data to weight, estimating biomass, and understanding the species’ life history, as it reveals whether growth is isometric or allometric (<xref ref-type="bibr" rid="B53">Ricker 1973</xref>). The relationships between the measured parameters, specifically between total length (<italic>L</italic><sub>T</sub>) and total weight (<italic>W</italic><sub>T</sub>), and between total length (<italic>L</italic><sub>T</sub>) and eviscerated weight (<italic>W</italic><sub>E</sub>), were determined using the power-law equation:</p>
      <p><italic>W</italic> = <italic>aL<sup>b</sup></italic></p>
      <p>This equation was linearized by applying logarithmic transformations to both sides to calculate the parameters <italic>a</italic> and <italic>b</italic> via linear regression:</p>
      <p>log(<italic>W</italic>) = log(<italic>a</italic>) + <italic>b</italic> × log(<italic>L</italic>)</p>
      <p>where <italic>W</italic> is the weight (either total weight, <italic>W</italic><sub>T</sub>, or eviscerated weight, <italic>W</italic><sub>E</sub>) in grams, <italic>L</italic> is the total length (<italic>L</italic><sub>T</sub>) in centimeters, <italic>a</italic> is the scaling constant (intercept), which reflects the condition factor, and <italic>b</italic> is the allometric exponent (slope), which describes the type of growth.</p>
      <p>The value of the allometric exponent <italic>b</italic> indicates the growth pattern of the species, defining the proportionality of weight increase relative to length increase:</p>
      <list list-type="bullet">
        <list-item>
          <p>Isometric growth  (<italic>b</italic> = 3): Body shape remains constant as the fish grows; weight increases in direct proportion to the cube of its length.
                </p>
        </list-item>
        <list-item>
          <p>Negative allometry  (<italic>b</italic> &lt; 3): The fish becomes lighter for its length as it grows; weight increases at a slower rate than the cube of its length.
                </p>
        </list-item>
        <list-item>
          <p>Positive allometry  (<italic>b</italic> &gt; 3): The fish becomes stockier for its length as it grows; weight increases at a faster rate than the cube of its length.
                </p>
        </list-item>
      </list>
      <p>We performed an ANCOVA analysis with interaction terms. The full model for each relationship (<italic>W</italic><sub>T</sub>–<italic>L</italic><sub>T</sub> and <italic>W</italic><sub>E</sub>–<italic>L</italic><sub>T</sub>) was specified as follows:</p>
      <p>log(<italic>W</italic>) and log(<italic>L</italic><sub>T</sub>) × Season × Sex</p>
      <p>We then used model simplification via likelihood ratio tests (LRTs) to explicitly test the influence of season and sex on both the intercept (<italic>a</italic>) and the slope (<italic>b</italic>).</p>
      <p><bold>Hepatosomatic indices (<abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EFFAE">HSI</abbrev>).</bold> The livers were carefully removed and weighed on the digital balance after removing the excess moisture, using blotting paper. The hepatosomatic index was calculated using the following formula:</p>
      <p>
        <mml:math id="M1">
          <mml:mi>HSI</mml:mi>
          <mml:mo>=</mml:mo>
          <mml:mfrac>
            <mml:msub>
              <mml:mi>W</mml:mi>
              <mml:mtext>L</mml:mtext>
            </mml:msub>
            <mml:mrow>
              <mml:msub>
                <mml:mi>W</mml:mi>
                <mml:mtext>T</mml:mtext>
              </mml:msub>
              <mml:mo>-</mml:mo>
              <mml:msub>
                <mml:mi>W</mml:mi>
                <mml:mtext>G</mml:mtext>
              </mml:msub>
            </mml:mrow>
          </mml:mfrac>
          <mml:mo>×</mml:mo>
          <mml:mn>100</mml:mn>
        </mml:math>
      </p>
      <p><bold>Gonadosomatic indices (<abbrev xlink:title="Gonadosomatic indices" id="ABBRID0EPFAE">GSI</abbrev>).</bold> The gonadosomatic index (<abbrev xlink:title="gonadosomatic index" id="ABBRID0EUFAE">GSI</abbrev>), assessing the ratio between gonad weight and body weight, is frequently used to compare reproductive conditions across individuals or different groups of individuals (<xref ref-type="bibr" rid="B21">Devlaming et al. 1982</xref>). The gonadosomatic index was calculated based on the following equation:</p>
      <p>
        <mml:math id="M2">
          <mml:mi>GSI</mml:mi>
          <mml:mo>=</mml:mo>
          <mml:mfrac>
            <mml:msub>
              <mml:mi>W</mml:mi>
              <mml:mtext>G</mml:mtext>
            </mml:msub>
            <mml:mrow>
              <mml:msub>
                <mml:mi>W</mml:mi>
                <mml:mtext>T</mml:mtext>
              </mml:msub>
              <mml:mo>-</mml:mo>
              <mml:msub>
                <mml:mi>W</mml:mi>
                <mml:mtext>G</mml:mtext>
              </mml:msub>
            </mml:mrow>
          </mml:mfrac>
          <mml:mo>×</mml:mo>
          <mml:mn>100</mml:mn>
        </mml:math>
      </p>
      <p><bold>Sex ratio determination.</bold> The seasonal sex ratio (<abbrev xlink:title="seasonal sex ratio" id="ABBRID0EBGAE">SR</abbrev>) was calculated as the proportion of females to the total number of female (<italic>F</italic>) and male (<italic>M</italic>) individuals, using the formula</p>
      <p><abbrev xlink:title="seasonal sex ratio" id="ABBRID0ELGAE">SR</abbrev> = (<italic>F</italic> × 100) × (<italic>F</italic> + M)</p>
      <p>Significant deviations from a 1:1 ratio were tested using the chi-square test (<italic>χ</italic><sup>2</sup>), according to <xref ref-type="bibr" rid="B60">Vazzoler (1996)</xref>.</p>
      <sec sec-type="﻿Biochemical analysis" id="SECID0E3GAE">
        <title>﻿Biochemical analysis</title>
        <p><bold>Ash determination.</bold> To determine the ash content in <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> muscles, the AOAC method (2005) was used. Briefly, approximately 0.5 g of the muscle was weighed and then dried at a temperature of 300°C for 24 h. The dry weight obtained allowed us to calculate the content of the ashes according to the formula below:</p>
        <p>
          <mml:math id="M3">
            <mml:mtext> Ash </mml:mtext>
            <mml:mo>%</mml:mo>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mtext> Ash weight </mml:mtext>
              <mml:mtext> Sample weight </mml:mtext>
            </mml:mfrac>
            <mml:mo>×</mml:mo>
            <mml:mn>100</mml:mn>
          </mml:math>
        </p>
        <p><bold>Moisture determination.</bold> Using an electric scale, 0.5g of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> muscle was weighed to determine the initial wet weight. After drying in an oven at a temperature of 105°C for 24 h, the samples were weighed again to determine the dry weight. The percentage of water is calculated according to the formula below (<xref ref-type="bibr" rid="B6">AOAC 2005</xref>):</p>
        <p>
          <mml:math id="M4">
            <mml:mtext> Moisture </mml:mtext>
            <mml:mo>%</mml:mo>
            <mml:mo>=</mml:mo>
            <mml:mfrac>
              <mml:mtext> Sample weight </mml:mtext>
              <mml:mtext> Fish weight </mml:mtext>
            </mml:mfrac>
            <mml:mo>×</mml:mo>
            <mml:mn>100</mml:mn>
          </mml:math>
        </p>
        <p><bold>Isolation, hydrolysis, and dosage of glycogen.</bold> The glycogen isolation process consists of putting 1g of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> muscle, weighed using an electric balance, into centrifugation tubes containing 2 mL of potassium hydroxide KOH (<xref ref-type="bibr" rid="B22">Dubois et al. 1956</xref>). Then, the tubes underwent incubation in a boiling water bath at 100°C for 20 to 30 min, shaking from time to time. Then, 0.2 mL of saturated Na<sub>2</sub>SO<sub>4</sub> sodium sulfate is added. To precipitate the glycogen, 1 mL of 95% ethanol is added. After centrifugation at 3500 RPM for 15 min, the supernatant is removed, and the pellet is dissolved in 10 mL of distilled water.</p>
        <p>For glycogen hydrolysis a volume of 1 mL of the glycogen solution sample was transferred, using a graduated pipette, into test tubes containing 1 mL of hydrochloric acid HCl. Then the tubes were incubated in a water bath at 100°C for 2 h.</p>
        <p>To determine the concentration of glucose (<abbrev xlink:title="glucose" id="ABBRID0E5IAE">GLY</abbrev>) in the glycogen hydrolysate as per the colorimetric glucose oxidase method, 1 mL of the sample of the hydrolyzed glycogen solution was taken (2 h at 100°C) using a graduated pipette. This sample was then combined with 2 drops of phenolphthalein and 5 mL of sodium hydroxide NaOH to neutralize the hydrolyzate. Following this step, the resulting extract was diluted in 1400 mL of distilled water. Then, 1 mL of the glucose oxidase reagent was added, and the test tubes were incubated in a water bath at 37°C for 15 min. A standard range was prepared from a glucose solution to determine the slope and facilitate the calculation of the quantity of glycogen. Glycogen contents are expressed in mg · g<sup>–1</sup> of fresh weight.</p>
        <p><bold>Proximate composition analysis.</bold> Fish were separated into male and female per season with soft tissues being excised, frozen in liquid nitrogen, and subsequently stored at –80° C until analysis. The extraction process consisted of weighing 0.5 g of fish muscles in Eppendorf Tris-HCl (20 mM; pH = 7.4), followed by a grinding step, using a plastic grinding rod. Subsequently, the samples were centrifuged at 10 000 rpm for 20 minutes. After centrifugation, the upper supernatant phase was recovered using a Pasteur pipette.</p>
        <p>For the protein analysis, the colorimetric method of <xref ref-type="bibr" rid="B40">Lowry et al. (1951)</xref> was established to determine the protein content in fish muscle using the reaction mixture and the Folin reagent, which reacts with both peptide bonds and tyrosine chains. A standard range was produced in parallel using bovine serum albumin (<abbrev xlink:title="bovine serum albumin" id="ABBRID0EOJAE">BSA</abbrev>). The hydrolyzate diluted to 20% (200 L final volume) was mixed with 2 mL of the reaction mixture, and then 0.2 mL of Folin reagent (1V/1V) was added. Afterwards, the obtained mixture was incubated in the dark at room temperature for 30 min before measuring the optical density by spectrophotometry at 500 nm. The results are expressed in mg · g<sup>–1</sup> of fresh weight.</p>
        <p>Lipid determination was carried out according to the method of <xref ref-type="bibr" rid="B24">Frings et al. (1972)</xref>. To each 20 µL sample, 200 µL of sulfuric acid H<sub>2</sub>SO<sub>4</sub> (95%) was added. After a ten-minute incubation in boiling water and a 5-min cooling, 1 mL of the vanillin solution was added (composed of 0.12 g of vanillin in 20 mL of distilled water and 100 mL of 85% ortho-phosphoric acid). Then, the mixture was incubated for 15 more minutes at 37°C, followed by 5 min of cooling. A standard range was produced in parallel using olive oil (Sigma, St. Louis, USA), and the optical density was measured at 540nm. The results are expressed in per mg · g<sup>–1</sup> fresh weight.</p>
        <p><bold>Total lipid extraction, <abbrev xlink:title="fatty acid profile" id="ABBRID0EEKAE">FA</abbrev> analysis, and nutritional index calculation.</bold> Total lipid (Lip) from fish muscle samples was extracted using a 2:1 (v/v) chloroform/methanol mixture using the procedure outlined by <xref ref-type="bibr" rid="B23">Folch et al. (1957)</xref>. The extracted lipid samples were esterified following the method described by <xref ref-type="bibr" rid="B16">Cecchi et al. (1995)</xref>. Before the analysis, the derived <abbrev xlink:title="fatty acid profile" id="ABBRID0ERKAE">FA</abbrev> methyl ester (FAME) samples were dissolved in 0.5 mL of hexane and adequately mixed with a vortex mixer. An exact volume of 2 μL each of this solution was injected into a gas chromatograph (GC; Ceres 800 plus, Chemito Instruments Pvt. Ltd., Mumbai, India) equipped with a BP20 column (SGE Analytical Science; dimensions: 30 m × 0.25 mm; 0.25 μm film thickness of the stationary phase-polyethene glycol) and flame ionization detector (FID). The operating conditions were standardized, with the injector and detector temperatures set at 250°C and 280°C, respectively. The oven temperature was set initially at 60°C and then increased to 260°C after 3 min, which was maintained for 5 min for better peak separation. Nitrogen gas was used as a mobile phase with a flow rate of 0.75 mL · min<sup>–1</sup></p>
        <p>FAs were identified by comparing their retention times to a mixture of <abbrev xlink:title="fatty acid profile" id="ABBRID0EYKAE">FA</abbrev> methyl ester standards (37-component FAME mixture, C4–C24, SUPELCO Analytical, Bellefonte, PA, USA). Furthermore, confirmation of different FAs was achieved by spiking the samples with a standard. The composition of FAs was expressed in the relative percentage of the total FAs identified based on their peak areas. Essential fatty acid sum; PUFA/SFA; <abbrev xlink:title="docosahexaenoic acid" id="ABBRID0E3KAE">DHA</abbrev>/EPA, and n-3/n-6 PUFA ratios were also determined from fatty acid profiles (<xref ref-type="bibr" rid="B9">Bejaoui et al. 2017</xref>).</p>
        <p><bold>Statistical analysis.</bold> Two-way analyses of variance (Two-way ANOVAs for seasons and sexes) were conducted for growth, morphological, and biochemical parameters separately using R software. The FAs were significant in the Two-way <abbrev xlink:title="one-way analysis of variance" id="ABBRID0EILAE">ANOVA</abbrev>; therefore, male and female data were further analyzed separately using a one-way analysis of variance (One-way <abbrev xlink:title="one-way analysis of variance" id="ABBRID0EMLAE">ANOVA</abbrev>) to assess the effect of season. Further, Principal Component Analysis (<abbrev xlink:title="Principal Component Analysis" id="ABBRID0EQLAE">PCA</abbrev>) was used, using R software, to see the potential link between the analyzed parameters, sex, and seasons.</p>
      </sec>
    </sec>
    <sec sec-type="﻿Results" id="SECID0EULAE">
      <title>﻿Results</title>
      <p><bold>Morphometric indices.</bold> The length of both males and females of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> was the same across the seasons (Table <xref ref-type="table" rid="T1">1</xref>). The length for females and males varied similarly between 17 and 18 cm. The total and eviscerated weight ranges were 87.72–112.55 g and 80.63–92.19 g. However, the weight varied with the season (Table <xref ref-type="table" rid="T1">1</xref>). Males and females were significantly heavier in autumn compared to all other seasons. Both sexes in autumn had the least eviscerated weight compared to the other seasons.</p>
      <p><bold>Sex ratio.</bold> Of the 849 specimens analyzed, 348 were females and 501 were males. The male samples predominated in all months (Fig. <xref ref-type="fig" rid="F2">2</xref>). The overall sex-ratio value estimated was 1.44, biased towards males. The Chi-square test showed a significant difference (<italic>χ</italic><sup>2</sup> = 27.57; df = 1; <italic>P</italic> &lt; 0.05).</p>
      <fig id="F2" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/aiep.55.160771.figure2</object-id>
        <object-id content-type="arpha">FEBD4F6C-4079-5B0A-BC7D-956C5AC18408</object-id>
        <label>Figure 2.</label>
        <caption>
          <p>Sex ratio of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> (male and female) collected in northern Tunisia during four seasons of 2022.</p>
        </caption>
        <graphic xlink:href="aiep-55-317-g002.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1460359.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1460359</uri>
        </graphic>
      </fig>
      <p><bold>Gonadosomatic and hepatosomatic indices.</bold> The seasonal patterns of <abbrev xlink:title="gonadosomatic index" id="ABBRID0EYNAE">GSI</abbrev> and <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0E3NAE">HSI</abbrev> indices are shown in Fig. <xref ref-type="fig" rid="F3">3</xref>. For <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EEOAE">HSI</abbrev>, similar trends were observed in both females and males, with lower values during summer, autumn, and winter (<italic>P</italic> &lt; 0.01), and higher values during spring. The <abbrev xlink:title="gonadosomatic index" id="ABBRID0EKOAE">GSI</abbrev> of males followed a similar pattern to <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EOOAE">HSI</abbrev>, showing a marked increase in spring compared to other seasons. In contrast, the <abbrev xlink:title="gonadosomatic index" id="ABBRID0ESOAE">GSI</abbrev> in females remained relatively stable, with no significant variation observed across the studied seasons.</p>
      <fig id="F3" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/aiep.55.160771.figure3</object-id>
        <object-id content-type="arpha">91FEAC1A-E2A6-5054-A0F9-5A7428CC93FE</object-id>
        <label>Figure 3.</label>
        <caption>
          <p>Gonadosomatic (<abbrev xlink:title="gonadosomatic index" id="ABBRID0E5OAE">GSI</abbrev>: orange line) and hepatosomatic (<abbrev xlink:title="Hepatosomatic indices" id="ABBRID0ECPAE">HSI</abbrev>: blue line) ratios of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> (<bold>A</bold>: female; <bold>B</bold>: male) collected in northern Tunisia during four seasons of 2022. Values are presented by mean and standard deviation.</p>
        </caption>
        <graphic xlink:href="aiep-55-317-g003.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1460360.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1460360</uri>
        </graphic>
      </fig>
      <p><bold>Growth relationship.</bold> The seasonal variations in the relative growth of fish collected from northern Tunisian waters (GFCM-GSA 12) are recorded in Table <xref ref-type="table" rid="T2">2</xref>. The allometry coefficients of weight growth relations ranged between 2.6 to 2.8 and 2.9 to 3.0, respectively, for total weight and eviscerated weight. Amongst the morphometric relationships, negative allometry was found to be significantly more abundant than positive allometry. This positive allometry between eviscerated weight and total length was observed during autumn for both males and females.</p>
      <table-wrap id="T2" position="float" orientation="portrait">
        <label>Table 2.</label>
        <caption>
          <p>The length–weight relationship of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> sampled from northern Tunisia during four seasons of 2022.</p>
        </caption>
        <table id="TID0EKHAI" rules="all">
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">Relation</th>
              <th rowspan="1" colspan="1">Season</th>
              <th rowspan="1" colspan="1">Sex</th>
              <th rowspan="1" colspan="1">
                <italic>a</italic>
              </th>
              <th rowspan="1" colspan="1">
                <italic>b</italic>
              </th>
              <th rowspan="1" colspan="1">
                <italic>R</italic>
                <sup>2</sup>
              </th>
              <th rowspan="1" colspan="1">
                <italic>t</italic>
              </th>
              <th rowspan="1" colspan="1">Type</th>
            </tr>
            <tr>
              <td rowspan="8" colspan="1"><italic>W</italic><sub>T</sub>–<italic>L</italic><sub>T</sub></td>
              <td rowspan="2" colspan="1">Winter</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.022</td>
              <td rowspan="1" colspan="1">2.863</td>
              <td rowspan="1" colspan="1">0.985</td>
              <td rowspan="1" colspan="1">10.480</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.034</td>
              <td rowspan="1" colspan="1">2.734</td>
              <td rowspan="1" colspan="1">0.983</td>
              <td rowspan="1" colspan="1">17.203</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Autumn</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.029</td>
              <td rowspan="1" colspan="1">2.793</td>
              <td rowspan="1" colspan="1">0.986</td>
              <td rowspan="1" colspan="1">11.979</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.037</td>
              <td rowspan="1" colspan="1">2.710</td>
              <td rowspan="1" colspan="1">0.982</td>
              <td rowspan="1" colspan="1">15.653</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Summer</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.029</td>
              <td rowspan="1" colspan="1">2.783</td>
              <td rowspan="1" colspan="1">0.975</td>
              <td rowspan="1" colspan="1">18.521</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.168</td>
              <td rowspan="1" colspan="1">2.606</td>
              <td rowspan="1" colspan="1">0.933</td>
              <td rowspan="1" colspan="1">15.700</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Spring</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.030</td>
              <td rowspan="1" colspan="1">2.777</td>
              <td rowspan="1" colspan="1">0.988</td>
              <td rowspan="1" colspan="1">10.858</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.037</td>
              <td rowspan="1" colspan="1">2.704</td>
              <td rowspan="1" colspan="1">0.983</td>
              <td rowspan="1" colspan="1">13.600</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="8" colspan="1"><italic>W</italic><sub>E</sub>–<italic>L</italic><sub>T</sub></td>
              <td rowspan="2" colspan="1">Winter</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.013</td>
              <td rowspan="1" colspan="1">3.010</td>
              <td rowspan="1" colspan="1">0.980</td>
              <td rowspan="1" colspan="1">17.230</td>
              <td rowspan="1" colspan="1">Positive allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.012</td>
              <td rowspan="1" colspan="1">3.047</td>
              <td rowspan="1" colspan="1">0.984</td>
              <td rowspan="1" colspan="1">16.026</td>
              <td rowspan="1" colspan="1">Positive allometry</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Autumn</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.018</td>
              <td rowspan="1" colspan="1">2.919</td>
              <td rowspan="1" colspan="1">0.986</td>
              <td rowspan="1" colspan="1">11.247</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.018</td>
              <td rowspan="1" colspan="1">2.936</td>
              <td rowspan="1" colspan="1">0.983</td>
              <td rowspan="1" colspan="1">14.679</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Summer</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.015</td>
              <td rowspan="1" colspan="1">2.969</td>
              <td rowspan="1" colspan="1">0.977</td>
              <td rowspan="1" colspan="1">17.052</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.016</td>
              <td rowspan="1" colspan="1">2.912</td>
              <td rowspan="1" colspan="1">0.937</td>
              <td rowspan="1" colspan="1">10.898</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Spring</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">0.017</td>
              <td rowspan="1" colspan="1">2.936</td>
              <td rowspan="1" colspan="1">0.990</td>
              <td rowspan="1" colspan="1">10.086</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">0.017</td>
              <td rowspan="1" colspan="1">2.926</td>
              <td rowspan="1" colspan="1">0.984</td>
              <td rowspan="1" colspan="1">12.500</td>
              <td rowspan="1" colspan="1">Negative allometry</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p><italic>W</italic><sub>T</sub> = total weight, <italic>L</italic><sub>T</sub> = total length, <italic>W</italic><sub>E</sub> = eviscerated weight, <italic>R</italic><sup>2</sup> = coefficient of determination, <italic>a</italic> = scaling constant (intercept), <italic>b</italic> = allometry coefficient value, <italic>t</italic> = correlation test.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>For the <italic>W</italic><sub>T</sub>–<italic>L</italic><sub>T</sub> relationship, the three-way interaction (log <italic>L</italic><sub>T</sub> × Season × Sex) was not significant (<italic>χ</italic><sup>2</sup> = 8.51, df = 9, <italic>P</italic> = 0.483). However, the two-way interaction log(<italic>L</italic><sub>T</sub>): Season was significant (<italic>χ</italic><sup>2</sup> = 25.34, df = 3, <italic>P</italic> &lt; 0.001), indicating that the allometric slope (<italic>b</italic>) varies significantly across seasons regardless of sex. The effect of sex on the slope was not significant (log <italic>L</italic><sub>T</sub>: sex, <italic>χ</italic><sup>2</sup> = 2.15, df = 1, <italic>P</italic> = 0.142).</p>
      <p>For the <italic>W</italic><sub>E</sub>–<italic>L</italic><sub>T</sub> relationship, the three-way interaction was also not significant (<italic>χ</italic><sup>2</sup> = 7.62, df = 9, <italic>P</italic> = 0.571). The two-way interaction log(<italic>L</italic><sub>T</sub>): Season was significant (<italic>χ</italic><sup>2</sup> = 18.92, df = 3, <italic>P</italic> &lt; 0.001), confirming that season significantly influences the allometric slope again. The effect of sex on the slope was not significant (log <italic>L</italic><sub>T</sub>: sex, <italic>χ</italic><sup>2</sup> = 0.87, df = 1, <italic>P</italic> = 0.351).</p>
      <p><bold>Biochemical composition.</bold> The biochemical composition of male and female <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> is presented in Table <xref ref-type="table" rid="T2">2</xref>. Ash content varied similarly between sexes across seasons, ranging from 18.6% to 19.3% in males and 17.7% to 20.5% in females. Moisture content was high in both sexes (71.7%–89.7%) and exhibited parallel fluctuations, with no significant differences observed between males and females. However, seasonal variation was significant (<italic>P</italic> &lt; 0.01), with lower moisture content recorded during warm seasons (spring and summer) and higher content during cold seasons (autumn and winter). Protein content varied seasonally, with similar levels between sexes in summer and autumn. Significant sexual dimorphism was observed in spring and winter (<italic>P</italic> &lt; 0.05), with males exhibiting higher muscular protein content than females. The lowest protein levels were recorded in winter for both sexes, and females also showed significantly reduced protein content in spring (<italic>P</italic> &lt; 0.01). Lipid content varied significantly across seasons in both sexes (Table <xref ref-type="table" rid="T3">3</xref>). Females exhibited considerable variation, with a significant rise in lipids during summer and autumn, followed by a sharp decrease to minimal levels in winter (<italic>P</italic> &lt; 0.001). In contrast, seasonal variation in males was less pronounced, though a significant decline was also observed during winter (<italic>P</italic> &lt; 0.01). Similar to other biochemical constituents, glycogen levels varied significantly both seasonally and between sexes. Female <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> exhibited the highest glycogen content during summer (1.19 mg · g<sup>–1</sup>) and autumn (1.20 mg · g<sup>–1</sup>), with levels declining sharply to minima in winter (0.11 mg · g<sup>–1</sup>) and remaining low in spring (0.28 mg · g<sup>–1</sup>) (<italic>P</italic> &lt; 0.001). In males, glycogen levels were stable during warm seasons but showed significant variation during cold seasons (<italic>P</italic> &lt; 0.001), characterized by moderate content in autumn and a minimum in winter.</p>
      <table-wrap id="T3" position="float" orientation="portrait">
        <label>Table 3.</label>
        <caption>
          <p>Biochemical composition of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> sampled from northern Tunisia during four seasons of 2022.</p>
        </caption>
        <table id="TID0E51AI" rules="all">
          <tbody>
            <tr>
              <th rowspan="2" colspan="1">Season</th>
              <th rowspan="2" colspan="1">Sex</th>
              <th rowspan="1" colspan="1">Ash</th>
              <th rowspan="1" colspan="1">Moisture</th>
              <th rowspan="1" colspan="1">Proteins</th>
              <th rowspan="1" colspan="1">Lipids</th>
              <th rowspan="1" colspan="1">Glycogen</th>
            </tr>
            <tr>
              <th rowspan="1" colspan="1">[%]</th>
              <th rowspan="1" colspan="1">[%]</th>
              <th rowspan="1" colspan="1">[mg · g<sup>–1</sup>]</th>
              <th rowspan="1" colspan="1">[mg · g<sup>–1</sup>]</th>
              <th rowspan="1" colspan="1">[mg · g<sup>–1</sup>]</th>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Spring</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">18.673 ± 1.116</td>
              <td rowspan="1" colspan="1">71.777 ± 9.000</td>
              <td rowspan="1" colspan="1">50.848 ± 2.016</td>
              <td rowspan="1" colspan="1">4.984 ± 0.344</td>
              <td rowspan="1" colspan="1">0.288 ± 0.054</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">19.321 ± 4.654</td>
              <td rowspan="1" colspan="1">71.888 ± 9.253</td>
              <td rowspan="1" colspan="1">77.390 ± 0.380<sup>**</sup></td>
              <td rowspan="1" colspan="1">5.286 ± 0.513</td>
              <td rowspan="1" colspan="1">0.480 ± 0.033<sup>**</sup></td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Summer</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">19.321 ± 1.844</td>
              <td rowspan="1" colspan="1">81.944 ± 0.962</td>
              <td rowspan="1" colspan="1">75.907 ± 5.317</td>
              <td rowspan="1" colspan="1">11.083 ± 0.797</td>
              <td rowspan="1" colspan="1">1.198 ± 0.208</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">18.965 ± 4.370</td>
              <td rowspan="1" colspan="1">80.833 ± 1.666</td>
              <td rowspan="1" colspan="1">76.880 ± 0.494</td>
              <td rowspan="1" colspan="1">5.193 ± 0.284<sup>***</sup></td>
              <td rowspan="1" colspan="1">0.307 ± 0.036<sup>***</sup></td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Autumn</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">17.767 ± 2.210</td>
              <td rowspan="1" colspan="1">86.666 ± 6.821</td>
              <td rowspan="1" colspan="1">76.038 ± 1.407</td>
              <td rowspan="1" colspan="1">15.006 ± 0.882</td>
              <td rowspan="1" colspan="1">1.203 ± 0.230</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">19.270 ± 4.610</td>
              <td rowspan="1" colspan="1">87.222 ± 5.912</td>
              <td rowspan="1" colspan="1">75.969 ± 0.441</td>
              <td rowspan="1" colspan="1">5.149 ± 0.318<sup>***</sup></td>
              <td rowspan="1" colspan="1">0.730 ± 0.069<sup>*</sup></td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">Winter</td>
              <td rowspan="1" colspan="1">♀</td>
              <td rowspan="1" colspan="1">20.519 ± 1.488</td>
              <td rowspan="1" colspan="1">89.722 ± 2.405</td>
              <td rowspan="1" colspan="1">41.325 ± 5.136</td>
              <td rowspan="1" colspan="1">1.085 ± 0.382</td>
              <td rowspan="1" colspan="1">0.110 ± 0.062</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂</td>
              <td rowspan="1" colspan="1">18.609 ± 3.390</td>
              <td rowspan="1" colspan="1">88.722 ± 2.405</td>
              <td rowspan="1" colspan="1">44.881 ± 3.437<sup>*</sup></td>
              <td rowspan="1" colspan="1">2.398 ± 0.635<sup>*</sup></td>
              <td rowspan="1" colspan="1">0.140 ± 0.024</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♀ <bold>Seasons</bold></td>
              <td rowspan="1" colspan="1"/>
              <td rowspan="1" colspan="1">ns</td>
              <td rowspan="1" colspan="1">##</td>
              <td rowspan="1" colspan="1">###</td>
              <td rowspan="1" colspan="1">###</td>
              <td rowspan="1" colspan="1">###</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">♂ <bold>Seasons</bold></td>
              <td rowspan="1" colspan="1"/>
              <td rowspan="1" colspan="1">ns</td>
              <td rowspan="1" colspan="1">##</td>
              <td rowspan="1" colspan="1">###</td>
              <td rowspan="1" colspan="1">##</td>
              <td rowspan="1" colspan="1">#</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>Significant differences between sexes are reported at 0.5% with stars as follows: <italic>P</italic> &lt; 0.05 *; <italic>P</italic> &lt; 0.01**; <italic>P</italic> &lt; 0.001***. Significant differences between seasons are reported at 0.5% with sharp #: <italic>P</italic> &lt; 0.05 #; <italic>P</italic> &lt; 0.01##; <italic>P</italic> &lt; 0.001###.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p><bold>Fatty acid composition of females.</bold> Table <xref ref-type="table" rid="T4">4</xref> presents the seasonal variation in the muscle fatty acid (<abbrev xlink:title="fatty acid profile" id="ABBRID0EPLAG">FA</abbrev>) composition of female <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> from northern Tunisia (GFCM-GSA 12). Polyunsaturated fatty acids (<abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0E5LAG">PUFAs</abbrev>) were the dominant class year-round, followed by monounsaturated (MUFAs) and saturated (SFAs) fatty acids. SFA levels varied significantly among seasons (<italic>P</italic> &lt; 0.001), with the highest content in winter and the lowest in spring. This trend was driven primarily by fluctuations in their major compounds, mainly C16:0, C18:0, and C20:0, as they increased significantly in winter (25.5%, 9.02%, and 8.05%, respectively) and decreased in spring (to 2.61%, 7.58%, and 0.34%, respectively). MUFA content peaked during autumn (48.16%), coinciding with high levels of its predominant components, C16:1 (32.59%) and C18:1 (14.78%). MUFA levels decreased significantly in other seasons, reaching a minimum in summer (<italic>P</italic> &lt; 0.001), a trend associated with a pronounced depletion in these key compounds (<italic>P</italic> &lt; 0.001). PUFA content also exhibited significant seasonal variation (Table <xref ref-type="table" rid="T4">4</xref>), with the highest levels recorded in winter, spring, and summer, contrasting with lower levels in autumn (<italic>P</italic> &lt; 0.05). The elevated PUFA content in autumn and winter was largely attributable to high levels of n-6 <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EOMAG">PUFAs</abbrev>, confirmed by a significant increase in C20:4n-6 and its precursors (C18:2n-6 and C20:2n-6; <italic>P</italic> &lt; 0.01). Conversely, the warm seasons (spring and summer) were characterized by the dominance of n-3 <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EUMAG">PUFAs</abbrev>, which reached their highest levels (28%). This was linked to a significant rise in C20:5n-3 (EPA) and C22:6n-3 (<abbrev xlink:title="docosahexaenoic acid" id="ABBRID0EYMAG">DHA</abbrev>) compared to cold seasons (<italic>P</italic> &lt; 0.01).</p>
      <table-wrap id="T4" position="float" orientation="portrait">
        <label>Table 4.</label>
        <caption>
          <p>Fluctuation of the fatty acid composition of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> females sampled from northern Tunisia during four seasons of 2022.</p>
        </caption>
        <table id="TID0EHJBI" rules="all">
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">Fatty acid</th>
              <th rowspan="1" colspan="1">Autumn</th>
              <th rowspan="1" colspan="1">Winter</th>
              <th rowspan="1" colspan="1">Spring</th>
              <th rowspan="1" colspan="1">Summer</th>
              <th rowspan="1" colspan="1">
                <italic>P</italic>
              </th>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C16:0</td>
              <td rowspan="1" colspan="1">3.49 ± 0.63</td>
              <td rowspan="1" colspan="1">25.58 ± 0.94</td>
              <td rowspan="1" colspan="1">2.61 ± 0.24</td>
              <td rowspan="1" colspan="1">23.04 ± 0.06</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C16:1</td>
              <td rowspan="1" colspan="1">32.59 ± 2.68</td>
              <td rowspan="1" colspan="1">4.22 ± 1.60</td>
              <td rowspan="1" colspan="1">4.69 ± 0.27</td>
              <td rowspan="1" colspan="1">1.52 ± 0.22</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:0</td>
              <td rowspan="1" colspan="1">7.95 ± 0.55</td>
              <td rowspan="1" colspan="1">9.02 ± 2.48</td>
              <td rowspan="1" colspan="1">7.58 ± 0.05</td>
              <td rowspan="1" colspan="1">2.17 ± 0.03</td>
              <td rowspan="1" colspan="1">
                <sup>*</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:1</td>
              <td rowspan="1" colspan="1">14.78 ± 1.5</td>
              <td rowspan="1" colspan="1">2.77 ± 0.82</td>
              <td rowspan="1" colspan="1">24.05 ± 0.70</td>
              <td rowspan="1" colspan="1">4.67 ± 0.09</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:2n-6</td>
              <td rowspan="1" colspan="1">2.89 ± 0.19</td>
              <td rowspan="1" colspan="1">7.88 ± 2.90</td>
              <td rowspan="1" colspan="1">1.04 ± 0.04</td>
              <td rowspan="1" colspan="1">3.59 ± 0.12</td>
              <td rowspan="1" colspan="1">
                <sup>**</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:3n-6</td>
              <td rowspan="1" colspan="1">1.61 ± 0.17</td>
              <td rowspan="1" colspan="1">6.56 ± 2.20</td>
              <td rowspan="1" colspan="1">10.69 ± 0.41</td>
              <td rowspan="1" colspan="1">1.35 ± 0.20</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:3n-3</td>
              <td rowspan="1" colspan="1">1.61 ± 0.08</td>
              <td rowspan="1" colspan="1">2.9 ± 0.23</td>
              <td rowspan="1" colspan="1">1.29 ± 0.01</td>
              <td rowspan="1" colspan="1">12.92 ± 0.35</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:0</td>
              <td rowspan="1" colspan="1">1.47 ± 0.11</td>
              <td rowspan="1" colspan="1">8.05 ± 0.58</td>
              <td rowspan="1" colspan="1">0.34 ± 0.01</td>
              <td rowspan="1" colspan="1">3.19 ± 0.31</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:1</td>
              <td rowspan="1" colspan="1">0.78 ± 0.05</td>
              <td rowspan="1" colspan="1">3.19 ± 0.38</td>
              <td rowspan="1" colspan="1">0.43 ± 0.04</td>
              <td rowspan="1" colspan="1">2.88 ± 0.14</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:2n-6</td>
              <td rowspan="1" colspan="1">9.11 ± 0.57</td>
              <td rowspan="1" colspan="1">5.39 ± 1.90</td>
              <td rowspan="1" colspan="1">5.62 ± 0.05</td>
              <td rowspan="1" colspan="1">3.14 ± 0.16</td>
              <td rowspan="1" colspan="1">
                <sup>*</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:4n-6</td>
              <td rowspan="1" colspan="1">10.26 ± 0.10</td>
              <td rowspan="1" colspan="1">14.2 ± 0.50</td>
              <td rowspan="1" colspan="1">3.72 ± 0.18</td>
              <td rowspan="1" colspan="1">5.11 ± 0.01</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:5n-3</td>
              <td rowspan="1" colspan="1">3.49 ± 0.34</td>
              <td rowspan="1" colspan="1">4.52 ± 1.26</td>
              <td rowspan="1" colspan="1">10.5 ± 0.14</td>
              <td rowspan="1" colspan="1">6.18 ± 0.05</td>
              <td rowspan="1" colspan="1">
                <sup>**</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C22:5n-3</td>
              <td rowspan="1" colspan="1">1.90 ± 0.47</td>
              <td rowspan="1" colspan="1">2.64 ± 0.94</td>
              <td rowspan="1" colspan="1">8.37 ± 0.05</td>
              <td rowspan="1" colspan="1">3.05 ± 0.39</td>
              <td rowspan="1" colspan="1">
                <sup>**</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C22:6n-3</td>
              <td rowspan="1" colspan="1">3.73 ± 0.14</td>
              <td rowspan="1" colspan="1">3.59 ± 0.01</td>
              <td rowspan="1" colspan="1">7.59 ± 0.20</td>
              <td rowspan="1" colspan="1">6.67 ± 0.10</td>
              <td rowspan="1" colspan="1">
                <sup>**</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>SFA</bold>
              </td>
              <td rowspan="1" colspan="1">12.9 ± 0.03</td>
              <td rowspan="1" colspan="1">42.65 ± 0.96</td>
              <td rowspan="1" colspan="1">10.52 ± 0.21</td>
              <td rowspan="1" colspan="1">28.41 ± 0.34</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>MUFA</bold>
              </td>
              <td rowspan="1" colspan="1">48.16 ± 1.13</td>
              <td rowspan="1" colspan="1">10.19 ± 1.16</td>
              <td rowspan="1" colspan="1">29.17 ± 0.92</td>
              <td rowspan="1" colspan="1">9.07 ± 0.02</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>PUFA</bold>
              </td>
              <td rowspan="1" colspan="1">34.59 ± 0.73</td>
              <td rowspan="1" colspan="1">47.67 ± 4.13</td>
              <td rowspan="1" colspan="1">48.82 ± 0.24</td>
              <td rowspan="1" colspan="1">42.02 ± 0.68</td>
              <td rowspan="1" colspan="1">
                <sup>*</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>PUFA n-3</bold>
              </td>
              <td rowspan="1" colspan="1">10.73 ± 1.03</td>
              <td rowspan="1" colspan="1">13.64 ± 2.43</td>
              <td rowspan="1" colspan="1">27.75 ± 0.39</td>
              <td rowspan="1" colspan="1">28.83 ± 0.59</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>PUFA n-6</bold>
              </td>
              <td rowspan="1" colspan="1">23.86 ± 0.31</td>
              <td rowspan="1" colspan="1">34.03 ± 1.71</td>
              <td rowspan="1" colspan="1">21.07 ± 0.15</td>
              <td rowspan="1" colspan="1">13.19 ± 0.09</td>
              <td rowspan="1" colspan="1">
                <sup>**</sup>
              </td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>Fatty acids are the mean ± SD (<italic>n</italic> = 3 per season of 6 pooled samples per month). Significant changes between seasons are presented at 5% as follows: * <italic>P</italic> &lt; 0.05; ** <italic>P</italic> &lt; 0.01, and *** <italic>P</italic> &lt; 0.001 using <abbrev xlink:title="one-way analysis of variance" id="ABBRID0EJ3AG">ANOVA</abbrev> one-way followed by a Student’s <italic>t</italic>-test.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p><bold>Fatty acid composition of males.</bold> The fatty acid (<abbrev xlink:title="fatty acid profile" id="ABBRID0ET3AG">FA</abbrev>) profile of male <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> comprised 14 identified FAs, categorized into three saturated (SFA), three monounsaturated (MUFA), and eight polyunsaturated (PUFA) species (Table <xref ref-type="table" rid="T5">5</xref>). A significant seasonal effect was observed on the SFA profile (<italic>P</italic> &lt; 0.001), with the highest composition occurring in spring. This peak was primarily driven by a maximum in palmitic acid (C16:0) content (26.31%). The MUFA profile was dominated by palmitoleic (C16:1) and oleic (C18:1) acids, which were most abundant in autumn. These values decreased significantly in other seasons, reaching a minimum in winter (<italic>P</italic> &lt; 0.001). PUFA levels were significantly highest in summer (<italic>P</italic> &lt; 0.05), primarily due to a rise in n-3 <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EM4AG">PUFAs</abbrev>, specifically eicosapentaenoic (C20:5n-3, EPA) and docosahexaenoic (C22:6n-3, <abbrev xlink:title="docosahexaenoic acid" id="ABBRID0EQ4AG">DHA</abbrev>) acids (<italic>P</italic> &lt; 0.001). In contrast, n-6 PUFA levels were elevated in winter and autumn. Among n-6 <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EW4AG">PUFAs</abbrev>, arachidonic acid (C20:4n-6) was predominant during these seasons, reaching 26.21% and 23.09%, respectively (Table <xref ref-type="table" rid="T5">5</xref>).</p>
      <table-wrap id="T5" position="float" orientation="portrait">
        <label>Table 5.</label>
        <caption>
          <p>Fluctuation of the fatty acid composition of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> males sampled from northern Tunisia during four seasons of 2022.</p>
        </caption>
        <table id="TID0EO4BI" rules="all">
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">Fatty acid</th>
              <th rowspan="1" colspan="1">Autumn</th>
              <th rowspan="1" colspan="1">Winter</th>
              <th rowspan="1" colspan="1">Spring</th>
              <th rowspan="1" colspan="1">Summer</th>
              <th rowspan="1" colspan="1">
                <italic>P</italic>
              </th>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C16:0</td>
              <td rowspan="1" colspan="1">4.77 ± 0.58</td>
              <td rowspan="1" colspan="1">20.51 ± 0.11</td>
              <td rowspan="1" colspan="1">26.31 ± 0.15</td>
              <td rowspan="1" colspan="1">1.38 ± 0.23</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C16:1</td>
              <td rowspan="1" colspan="1">28.71 ± 2.5</td>
              <td rowspan="1" colspan="1">2.44 ± 0.28</td>
              <td rowspan="1" colspan="1">1.39 ± 0.15</td>
              <td rowspan="1" colspan="1">2.25 ± 0.14</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:0</td>
              <td rowspan="1" colspan="1">7.42 ± 0.33</td>
              <td rowspan="1" colspan="1">6.86 ± 0.28</td>
              <td rowspan="1" colspan="1">5.07 ± 0.36</td>
              <td rowspan="1" colspan="1">7.66 ± 0.77</td>
              <td rowspan="1" colspan="1">
                <sup>*</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:1</td>
              <td rowspan="1" colspan="1">10.05 ± 0.42</td>
              <td rowspan="1" colspan="1">2.87 ± 0.11</td>
              <td rowspan="1" colspan="1">13.29 ± 0.28</td>
              <td rowspan="1" colspan="1">19.48 ± 0.23</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:2n-6</td>
              <td rowspan="1" colspan="1">5.22 ± 0.12</td>
              <td rowspan="1" colspan="1">1.62 ± 0.13</td>
              <td rowspan="1" colspan="1">1.31 ± 0.13</td>
              <td rowspan="1" colspan="1">9.18 ± 0.22</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:3n-6</td>
              <td rowspan="1" colspan="1">4.86 ± 0.30</td>
              <td rowspan="1" colspan="1">2.24 ± 0.09</td>
              <td rowspan="1" colspan="1">3.16 ± 0.54</td>
              <td rowspan="1" colspan="1">2.06 ± 0.06</td>
              <td rowspan="1" colspan="1">
                <sup>*</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C18:3n-3</td>
              <td rowspan="1" colspan="1">4.07 ± 0.29</td>
              <td rowspan="1" colspan="1">1.03 ± 0.09</td>
              <td rowspan="1" colspan="1">3.21 ± 0.07</td>
              <td rowspan="1" colspan="1">0.81 ± 0.04</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:0</td>
              <td rowspan="1" colspan="1">2.21 ± 0.26</td>
              <td rowspan="1" colspan="1">1.76 ± 0.22</td>
              <td rowspan="1" colspan="1">2.88 ± 0.38</td>
              <td rowspan="1" colspan="1">0.76 ± 0.01</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:1</td>
              <td rowspan="1" colspan="1">2.98 ± 0.18</td>
              <td rowspan="1" colspan="1">2.68 ± 0.10</td>
              <td rowspan="1" colspan="1">1.49 ± 0.14</td>
              <td rowspan="1" colspan="1">0.83 ± 0.01</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:2n-6</td>
              <td rowspan="1" colspan="1">3.38 ± 0.09</td>
              <td rowspan="1" colspan="1">4.73 ± 0.57</td>
              <td rowspan="1" colspan="1">4.09 ± 0.01</td>
              <td rowspan="1" colspan="1">4.99 ± 0.10</td>
              <td rowspan="1" colspan="1">
                <sup>ns</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:4n-6</td>
              <td rowspan="1" colspan="1">9.62 ± 0.46</td>
              <td rowspan="1" colspan="1">17.62 ± 1.68</td>
              <td rowspan="1" colspan="1">5.03 ± 0.10</td>
              <td rowspan="1" colspan="1">3.71 ± 0.12</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C20:5n-3</td>
              <td rowspan="1" colspan="1">5.42 ± 0.25</td>
              <td rowspan="1" colspan="1">3.52 ± 0.04</td>
              <td rowspan="1" colspan="1">5.95 ± 0.04</td>
              <td rowspan="1" colspan="1">10.35 ± 0.16</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C22:5n-3</td>
              <td rowspan="1" colspan="1">1.58 ± 0.14</td>
              <td rowspan="1" colspan="1">1.42 ± 0.07</td>
              <td rowspan="1" colspan="1">3.45 ± 0.27</td>
              <td rowspan="1" colspan="1">6.17 ± 0.33</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">C22:6n-3</td>
              <td rowspan="1" colspan="1">3.22 ± 0.32</td>
              <td rowspan="1" colspan="1">3.20 ± 0.11</td>
              <td rowspan="1" colspan="1">6.39 ± 0.31</td>
              <td rowspan="1" colspan="1">6.31 ± 0.18</td>
              <td rowspan="1" colspan="1">
                <sup>**</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>SFA</bold>
              </td>
              <td rowspan="1" colspan="1">14.4 ± 1.17</td>
              <td rowspan="1" colspan="1">29.14 ± 0.6</td>
              <td rowspan="1" colspan="1">34.25 ± 0.89</td>
              <td rowspan="1" colspan="1">9.79 ± 0.53</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>MUFA</bold>
              </td>
              <td rowspan="1" colspan="1">41.73 ± 1.89</td>
              <td rowspan="1" colspan="1">7.98 ± 0.49</td>
              <td rowspan="1" colspan="1">16.17 ± 0.29</td>
              <td rowspan="1" colspan="1">22.56 ± 0.38</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>PUFA</bold>
              </td>
              <td rowspan="1" colspan="1">37.37 ± 1.72</td>
              <td rowspan="1" colspan="1">35.38 ± 0.76</td>
              <td rowspan="1" colspan="1">32.58 ± 0.60</td>
              <td rowspan="1" colspan="1">43.57 ± 0.76</td>
              <td rowspan="1" colspan="1">
                <sup>*</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>PUFA3</bold>
              </td>
              <td rowspan="1" colspan="1">14.29 ± 1.00</td>
              <td rowspan="1" colspan="1">9.17 ± 0.31</td>
              <td rowspan="1" colspan="1">19.01 ± 0.08</td>
              <td rowspan="1" colspan="1">23.63 ± 0.72</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>PUFA6</bold>
              </td>
              <td rowspan="1" colspan="1">23.09 ± 0.73</td>
              <td rowspan="1" colspan="1">26.21 ± 1.07</td>
              <td rowspan="1" colspan="1">13.57 ± 0.52</td>
              <td rowspan="1" colspan="1">19.93 ± 0.05</td>
              <td rowspan="1" colspan="1">
                <sup>***</sup>
              </td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn>
            <p>Fatty acids are the mean ± SD (<italic>n</italic> = 3 per season of 6 pooled samples per month). Significant changes between seasons are presented at 5% as follows: * <italic>P</italic> &lt; 0.05; ** <italic>P</italic> &lt; 0.01, and *** <italic>P</italic> &lt; 0.001 using <abbrev xlink:title="one-way analysis of variance" id="ABBRID0EJNBG">ANOVA</abbrev> one-way followed by a Student’s <italic>t</italic>-test.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p><bold>Comparison of fatty acid composition between males and females.</bold> The principal component analysis, which explained 62% of the cumulative variance, was used to compare the fatty acid compositions between sexes and to better understand the specific <abbrev xlink:title="fatty acid profile" id="ABBRID0ETNBG">FA</abbrev> of each season (Fig. <xref ref-type="fig" rid="F4">4</xref>). This analysis identifies three clusters corresponding to winter, autumn, and groups that overlap with spring and summer. The <abbrev xlink:title="fatty acid profile" id="ABBRID0E2NBG">FA</abbrev>, responsible for distinguishing the winter season from the other ones, was mainly reported by SFA, PUFA-6, and arachidonic acid (C20:4n-6). However, group 2 showed almost complete overlap between males and females sampled in spring and summer. This group was characterized by a similar <abbrev xlink:title="fatty acid profile" id="ABBRID0E6NBG">FA</abbrev> composition, including PUFA, PUFA-3; C22:6n-3, and C20:5n-3, etc. The last small group was characterized by the presence of C18:0, C16:1 and C20:2n-6 in both males and females.</p>
      <fig id="F4" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/aiep.55.160771.figure4</object-id>
        <object-id content-type="arpha">8B899498-32D7-57A5-9FD8-0332754774C3</object-id>
        <label>Figure 4.</label>
        <caption>
          <p>Principal Component Analysis (<abbrev xlink:title="Principal Component Analysis" id="ABBRID0ELOBG">PCA</abbrev>) of fatty acid composition in males and females <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> collected in northern Tunisia during four seasons of 2022.</p>
        </caption>
        <graphic xlink:href="aiep-55-317-g004.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1460361.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1460361</uri>
        </graphic>
      </fig>
      <p><bold>Nutritional quality indices.</bold> The nutritional quality indices of male and female <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> are presented in Fig. <xref ref-type="fig" rid="F5">5</xref>. Levels of essential n-3 <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0ESPBG">PUFAs</abbrev> were significantly lower in both sexes during cold seasons compared to warm seasons (<italic>P</italic> &lt; 0.001). Conversely, the relative proportion of n-6 <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EYPBG">PUFAs</abbrev> was lowest during spring compared to autumn and winter (<italic>P</italic> &lt; 0.01). The PUFA/SFA and n-3/n-6 PUFA ratios also showed significant variation between sexes and across seasons, with the lowest values observed during winter.</p>
      <fig id="F5" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/aiep.55.160771.figure5</object-id>
        <object-id content-type="arpha">45F32625-568F-52D3-A1BD-9DFD228B9F63</object-id>
        <label>Figure 5.</label>
        <caption>
          <p>Nutritional quality indices of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> (male and female) collected in northern Tunisia during four seasons of 2022. Values are presented by mean and standard deviation. Differences between seasons (#) and sexes (*) are noted at 5%.</p>
        </caption>
        <graphic xlink:href="aiep-55-317-g005.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1460362.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1460362</uri>
        </graphic>
      </fig>
      <p><bold>Integration between biochemical and biological indices using <abbrev xlink:title="Principal Component Analysis" id="ABBRID0E1QBG">PCA</abbrev> analysis.</bold> Principal Component Analysis (<abbrev xlink:title="Principal Component Analysis" id="ABBRID0E6QBG">PCA</abbrev>) was used on biological and biochemical parameters across sexes and seasons. The biplot illustrates fish samples, which are colored according to sex and season, while ellipses indicate the clustering of groups. <abbrev xlink:title="Principal Component Analysis" id="ABBRID0EDRBG">PCA</abbrev> 1 explains 31.5% of the total variance, and <abbrev xlink:title="Principal Component Analysis" id="ABBRID0EHRBG">PCA</abbrev> 2 accounts for 22.1% (Total of 53.6% of the overall variation). The arrows on the biplot represent the direction and strength of the contribution of each variable, such as <abbrev xlink:title="gonadosomatic index" id="ABBRID0ELRBG">GSI</abbrev>, <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EPRBG">HSI</abbrev>, PUFA, <abbrev xlink:title="glucose" id="ABBRID0ETRBG">GLY</abbrev>, and Lip, to the <abbrev xlink:title="Principal Component Analysis" id="ABBRID0EXRBG">PCA</abbrev> axes (Fig. <xref ref-type="fig" rid="F6">6</xref>).</p>
      <fig id="F6" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/aiep.55.160771.figure6</object-id>
        <object-id content-type="arpha">9596E672-58DF-5093-ADE5-BA4DA50211F7</object-id>
        <label>Figure 6.</label>
        <caption>
          <p>Integration, using <abbrev xlink:title="Principal Component Analysis" id="ABBRID0EHSBG">PCA</abbrev> analysis, between biological and biochemical indices of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> males and females collected in northern Tunisia during four seasons of 2022.</p>
        </caption>
        <graphic xlink:href="aiep-55-317-g006.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1460363.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1460363</uri>
        </graphic>
      </fig>
      <p><abbrev xlink:title="Principal Component Analysis" id="ABBRID0E4SBG">PCA</abbrev> 1 appears primarily associated with morphometric traits, including size and weight variables (<italic>L</italic><sub>T</sub>, <italic>W</italic><sub>T</sub>, <italic>W</italic><sub>E</sub>), as well as reproductive indices (<abbrev xlink:title="gonadosomatic index" id="ABBRID0EKTBG">GSI</abbrev>). Samples with higher PCA1 values correspond to larger and heavier individuals. In contrast, PCA2 is largely linked to biochemical and reproductive indices, such as PUFA, PUFA3, PUFA6, <abbrev xlink:title="gonadosomatic index" id="ABBRID0EOTBG">GSI</abbrev>, <abbrev xlink:title="glucose" id="ABBRID0ESTBG">GLY</abbrev>, Lip, <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EWTBG">HSI</abbrev>, and <abbrev xlink:title="gonadosomatic index" id="ABBRID0E1TBG">GSI</abbrev>, where higher values indicate elevated biochemical content or reproductive condition.</p>
      <p>Seasonal and sex-related patterns are evident in the <abbrev xlink:title="Principal Component Analysis" id="ABBRID0EAUBG">PCA</abbrev>. Female samples from spring, represented in pink, are distributed along PCA1 and characterized by large size and weight, as well as moderate biochemical content, particularly Lipids. Summer females, shown in green, cluster near the center and are mainly influenced by PUFA3 and glycogen content. Winter females’ group in the upper-left quadrant, associated with PUFA6 and RGS, whereas autumn females are located in the lower-left quadrant, linked to MUFA. Male samples also show distinct seasonal patterns. Spring males occupy the right quadrant and are associated with size and reproductive indices. Summer males are near the center, influenced by moderate PUFA3 and glycogen content. Autumn males cluster in the lower-left quadrant, related to <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EEUBG">HSI</abbrev>, while winter males are positioned in the upper-right quadrant, linked to protein and fatty acids.</p>
      <p>Overall, the <abbrev xlink:title="Principal Component Analysis" id="ABBRID0EKUBG">PCA</abbrev> highlights clear seasonal variation, with spring samples for both sexes distinguished by size and reproductive traits. Partial separation between sexes along both axes indicate differences in growth and biochemical composition. PCA1 predominantly reflects morphometric variation, while PCA2 captures biochemical and reproductive differences. Biochemical variables such as PUFA, <abbrev xlink:title="glucose" id="ABBRID0EOUBG">GLY</abbrev>, and lipids strongly drive separation along <abbrev xlink:title="Principal Component Analysis" id="ABBRID0ESUBG">PCA</abbrev> 2, and some seasonal clusters, particularly summer males and females, are positioned closely, reflecting similar physiological and biochemical profiles during that period.</p>
    </sec>
    <sec sec-type="﻿Discussion" id="SECID0EWUBG">
      <title>﻿Discussion</title>
      <p>Examining fish characteristics at a regional level is essential for improving their viability as food resources and supporting the development of new industrial ventures, thereby contributing economic value to the sector. Species inhabiting deep waters, like the bluemouth rockfish, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>, are deemed sensitive to the impact of fisheries pressure (<xref ref-type="bibr" rid="B42">Mili et al. 2016</xref>). Additionally, their biological traits make them very accessible to trawling (<xref ref-type="bibr" rid="B50">Pirrera et al. 2009</xref>).</p>
      <p>The length–weight relationship (<abbrev xlink:title="length–weight relationship" id="ABBRID0ERVBG">LWR</abbrev>) is influenced by many factors, such as sex, maturity, diet, satiety, but also by methodological aspects such as sample size, sampling duration, and the area studied (<xref ref-type="bibr" rid="B45">Moutopoulos and Stergiou 2002</xref>; <xref ref-type="bibr" rid="B52">Ragheb et al. 2022</xref>). In the presently reported study, the <italic>t</italic>-test applied to the allometric coefficient (<italic>b</italic>) revealed negative allometric growth for the length–total weight (<abbrev xlink:title="length–total weight" id="ABBRID0EBWBG">LTW</abbrev>) relationship in all specimens. For the length–eviscerated weight (<abbrev xlink:title="length–eviscerated weight" id="ABBRID0EFWBG">LEW</abbrev>) relationship, growth showed negative allometry, except for autumn, when positive allometry was observed. However, as the growth profile reflects the cumulative trend of cohorts, it is less likely that it truly varies seasonally; the observed variations could instead result from the limited sample size available at certain periods. This methodological limitation must therefore be taken into account when interpreting the results.</p>
      <p>Comparatively, negative allometry has been previously reported for <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> on the northern Tunisian coast (<xref ref-type="bibr" rid="B42">Mili et al. 2016</xref>), while other studies in the Mediterranean have described positive allometry or isometric growth (Massutí et al. 2000; <xref ref-type="bibr" rid="B17">Consoli et al. 2010</xref>). These discrepancies may be explained by environmental, nutritional, and bathymetric differences (<xref ref-type="bibr" rid="B18">D’Onghia et al. 1992</xref>; <xref ref-type="bibr" rid="B25">Froese 2006</xref>). Indeed, the maximum size (25 cm) observed in our study area is smaller than that reported elsewhere, likely due to the bathymetric distribution: larger individuals are generally associated with greater depths, less accessible to trawling (Massutí et al. 2000; <xref ref-type="bibr" rid="B20">Deval et al. 2018</xref>).</p>
      <p>Regarding the sex ratio, our results indicate a predominance of males in the cold season and females in the warm season. This trend differs from some observations in the western Mediterranean, where a 1:1 balance has been reported (<xref ref-type="bibr" rid="B46">Muñoz et al. 2000</xref>; <xref ref-type="bibr" rid="B19">Dércia et al. 2017</xref>). However, other studies show a dominance of males in large sizes and females in small and medium sizes (<xref ref-type="bibr" rid="B20">Deval et al. 2018</xref>). The seasonal variation observed in our study could be linked to environmental factors, particularly the effect of temperature on embryonic development (<xref ref-type="bibr" rid="B52">Ragheb et al. 2022</xref>).</p>
      <p>Overall, the analysis of biological indices and growth of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> highlights plasticity related to ecological and methodological factors, highlighting the importance of considering these limitations when interpreting the results.</p>
      <p>Beyond the biological indices, which provide insights into growth dynamics, reproductive investment, and population structure of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>, the biochemical parameters (proximate composition and fatty acid profiles) offer complementary information on the species’ physiological status and energy allocation. Variations in lipid, protein, and glycogen contents, together with fatty acid composition, can reflect seasonal changes in metabolism, reproductive activity, and feeding ecology. Linking these biochemical patterns with the observed biological traits allows a more integrated understanding of the species’ life-history strategy, highlighting how environmental factors and reproductive cycles jointly influence both somatic growth and nutritional value.</p>
      <p>The proximate composition of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> varied significantly among different seasons. The biochemical composition of fish is subject to various factors, encompassing biological variables (such as species, sex, size, and age), dietary habits, the geographic location of the catch, and seasonal variations (<xref ref-type="bibr" rid="B49">Orban et al. 2011</xref>). High ash content was observed in both female and male specimens. According to <xref ref-type="bibr" rid="B52">Ragheb et al. (2022)</xref>, this could be related to the fish size and composition of feeding habits. <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> showed high moisture levels ranging from 71.7% to 89.7%. The moisture content can be influenced by several factors, including species, season, age, and diet can affect the moisture content (<xref ref-type="bibr" rid="B56">Seham et al. 2015</xref>). The glycogen level varied among seasons and reached the lowest values in winter. Glycogen is a vital energy substrate for bluemouth rockfish. During the cold season, the depletion of the glycogen reserves can be attributed to their use in reproduction. Protein levels observed in <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> are following those reported by <xref ref-type="bibr" rid="B35">Koca et al. (2023)</xref> (19.68%), <xref ref-type="bibr" rid="B48">Olgunoğlu and Artar (2016)</xref> (20.25%) from Turkish waters. The reason for the high protein content found in <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> may be due to its feeding habits and diet preference for high-protein resources, such as shrimp and rockfish. <xref ref-type="bibr" rid="B47">Neves et al. (2012)</xref> reported that <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> exhibits a varied diet, primarily focused on small crustaceans. Then, as individuals mature, a noticeable shift towards increased consumption of shrimps and fish occurred. As regards lipid content, lower levels were observed in the present study as compared to proteins for both females and males of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>. According to <xref ref-type="bibr" rid="B1">Ackman (1990)</xref>, the total lipid content of fish can be classified as lean fish (&lt;2%), low fat (2%–4%), medium fat (4%–8%), and high fat (&gt;8%). Based on the current results, Tunisian <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> can be considered a low to medium-fat fish with a fat level reaching 5%. Lower lipid levels for this species were reported (0.6%, 0.82%, and 0.95%, respectively) by <xref ref-type="bibr" rid="B2">Afonso et al. (2013)</xref>, <xref ref-type="bibr" rid="B48">Olgunoğlu and Artar (2016)</xref>, and <xref ref-type="bibr" rid="B35">Koca et al. (2023)</xref> in the Mediterranean Sea. Therefore, we think that seasonal lipid content differences may be related to nutrient availability, environmental parameters, and reproduction. To sum up, the lowest levels of lipid, protein, and carbohydrate in <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> were observed in winter. This coincides greatly with the decrease of both gonadosomatic (<abbrev xlink:title="gonadosomatic index" id="ABBRID0EY3BG">GSI</abbrev>) and hepatosomatic (<abbrev xlink:title="Hepatosomatic indices" id="ABBRID0E33BG">HSI</abbrev>) indices in winter for both sexes, which probably reflects the spawning period of this species. The decrease in <abbrev xlink:title="gonadosomatic index" id="ABBRID0EA4BG">GSI</abbrev>, which indicates the proportion of body weight attributed to the gonads, highlighted the reproductive status of this species. Consequently, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> undergoes seasonal changes in energy allocation due to the reproductive process, leading to lower levels of stored nutrients. The simultaneous decrease in gonadosomatic and hepatosomatic indices supports the idea of a seasonal shift in the fish’s physiological priorities throughout different seasons. The onset of the spawning period triggers a metabolic shift in fish. The energy stored in lipids, proteins, and carbohydrates is mobilized to support the energy-intensive activities associated with spawning (<xref ref-type="bibr" rid="B3">Albo-Puigserver et al. 2020</xref>). It must be taken into consideration that during winter, factors such as reduced prey availability and lower water temperatures may limit feeding opportunities, contributing to a decline in nutrient intake and storage (<xref ref-type="bibr" rid="B61">Volkoff and Rønnestad 2020</xref>). In summary, the observed decline in <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> energetic reserves during winter is likely a result of seasonal adaptations, where energy resources are allocated towards reproductive and metabolic activities. The integration of biological and biochemical indices provides a more comprehensive understanding of the life cycle of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>, revealing how morphological and physiological variations respond to environmental and reproductive constraints. Seasonal fluctuations in allometric growth, sex ratio, and gonadosomatic (<abbrev xlink:title="gonadosomatic index" id="ABBRID0EN5BG">GSI</abbrev>) and hepatic (<abbrev xlink:title="Hepatosomatic indices" id="ABBRID0ER5BG">HSI</abbrev>) indices appear closely correlated with changes in biochemical composition, such as variations in lipids, proteins, carbohydrates, and glycogen. The concomitant decline in these energy reserves in winter coincides with the decline in <abbrev xlink:title="gonadosomatic index" id="ABBRID0EV5BG">GSI</abbrev> and <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EZ5BG">HSI</abbrev>, reflecting a shift of energy from somatic and hepatic tissues toward reproduction and reflecting an adaptive strategy of energy redistribution according to the season (<xref ref-type="bibr" rid="B61">Volkoff and Rønnestad 2020</xref>; <xref ref-type="bibr" rid="B51">Queiros et al. 2024</xref>).</p>
      <p>This physiological coupling is supported by recent studies on other Mediterranean and Atlantic species, which demonstrate that the joint analysis of biological and biochemical parameters using multivariate approaches (<abbrev xlink:title="Principal Component Analysis" id="ABBRID0EH6BG">PCA</abbrev>, correlations, linear mixed models) makes it possible to identify the complex interrelationships between growth, reproduction, and energy metabolism (<xref ref-type="bibr" rid="B14">Campbell 2015</xref>; <xref ref-type="bibr" rid="B38">Lloret-Lloret et al. 2022</xref>). This work highlights that biochemical variations are not isolated but integrated into the reproductive cycle and growth dynamics, providing a functional perspective on the physiological plasticity of fish in the face of environmental constraints.</p>
      <p>Thus, in <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>, an analytical approach combining biological and biochemical indices could not only quantify energy redistribution over the seasons but also predict critical periods for reproduction and somatic development. The adoption of targeted statistical analyses would strengthen the understanding of the underlying physiological interactions and position this study as a significant contribution to the knowledge of energy allocation strategies of Mediterranean demersal species.</p>
      <p>In the presently reported study, fatty acids (FAs) changed significantly among the seasons. The dominant fatty acids for <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> were determined as PUFA &gt; MUFA &gt; SFA. The most dominant <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EOAAI">PUFAs</abbrev> were eicosapentaenoic (C20:5n-3, EPA) and docosahexaenoic (C22:6n-3, <abbrev xlink:title="docosahexaenoic acid" id="ABBRID0ESAAI">DHA</abbrev>) acids. These n-3 long-chain <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EWAAI">PUFAs</abbrev> play crucial roles in supporting various aspects of human health. They have been associated with cardiovascular health as they have the potential to reduce the risk of cardiovascular diseases. They may lower blood pressure, improve blood vessel function, and reduce inflammation (<xref ref-type="bibr" rid="B5">Ander et al. 2003</xref>). It has been reported previously that <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0E5AAI">PUFAs</abbrev> were the predominant fatty acids in muscles of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> from the Portuguese (<xref ref-type="bibr" rid="B2">Afonso et al. 2013</xref>) and Turkish coasts (<xref ref-type="bibr" rid="B35">Koca et al. 2023</xref>). It is worth mentioning that the omega-3 content in fish can vary based on factors such as species, diet, and environmental conditions (<xref ref-type="bibr" rid="B26">Ghribi et al. 2023</xref>). Additionally, since fish obtain EPA and <abbrev xlink:title="docosahexaenoic acid" id="ABBRID0EZBAI">DHA</abbrev> from their diet, the omega-3 levels in fish can be influenced by the omega-3 content of the marine organisms they consume. Among the omega-6, the most dominant <abbrev xlink:title="fatty acid profile" id="ABBRID0E4BAI">FA</abbrev> was the arachidonic acid (C20:6n-4, ARA) for both sexes. ARA, being an omega-6 fatty acid, is essential for some physiological functions, including the synthesis of certain signaling molecules (<xref ref-type="bibr" rid="B58">Tallima and El Ridi 2018</xref>). Generally, an imbalance in the intake of omega-3 and omega-6 fatty acids, where omega-6 fatty acids predominate, has been associated with certain health concerns. The SFA levels varied among seasons and were the lowest fraction in the total <abbrev xlink:title="fatty acid profile" id="ABBRID0EFCAI">FA</abbrev> profile of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>. The most dominant <abbrev xlink:title="fatty acid profile" id="ABBRID0EUCAI">FA</abbrev> in this group was followed by palmitic acid (C16:0) and stearic acid (C18:0). High levels of saturated fatty acids (SFAs) in human foods are considered undesirable. SFAs can pose health risks, as elevated total cholesterol levels can lead to the formation of blockages in arteries, both in the heart and throughout the body (<xref ref-type="bibr" rid="B62">WHO 2016</xref>). Therefore, the observed <abbrev xlink:title="fatty acid profile" id="ABBRID0E3CAI">FA</abbrev> variation seems to be closely affected by seasons, food availability, and reproduction. In terms of food quality, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> can be considered an interesting species due to its high protein, acceptable lipid levels, and nutritional omega-3 FAs.</p>
      <p>Fatty acids, which are highly unsaturated and prominently present in fish tissues, are susceptible to environmental fluctuations and the reproductive cycle of the species (<xref ref-type="bibr" rid="B36">Kumar et al. 2019</xref>). Our study revealed that the major Nutritional Quality Index (<abbrev xlink:title="Nutritional Quality Index" id="ABBRID0ERDAI">NQI</abbrev>) in both <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> male and female specimens was lower during cold seasons compared to warmer ones. Intriguingly, only essential PUFA-6 exhibited an opposing trend, with an increase during cold seasons observed in both male and female fish. These variations can be attributed to the reproductive cycle, as the cold seasons align with the spawning period of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic>. Importantly, our results highlight that <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> flesh possesses superior nutritional quality with potential health benefits. This is evident in the higher PUFA3/PUFA6 ratio, surpassing the recommended ratio of 0.25 published by the UK Department of Health. These results underscore the positive impact of incorporating <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> into human diets to enhance nutritional well-being. In general, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> sourced from northern Tunisia (GFCM-GSA 12) plays a crucial role in promoting human health, as evidenced by numerous studies conducted on fish sampled from the Tunisian coast (<xref ref-type="bibr" rid="B12">Ben Smida et al. 2014</xref>; <xref ref-type="bibr" rid="B29">Hajji et al. 2016</xref>).</p>
    </sec>
    <sec sec-type="﻿Conclusion" id="SECID0EUFAI">
      <title>﻿Conclusion</title>
      <p>This comprehensive study of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">Helicolenus</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> in the southern Mediterranean Sea provides a detailed account of its seasonal reproductive cycle and associated energetic strategies. Our findings demonstrate significant seasonal variations in biological indices (<abbrev xlink:title="gonadosomatic index" id="ABBRID0EFGAI">GSI</abbrev>, <abbrev xlink:title="Hepatosomatic indices" id="ABBRID0EJGAI">HSI</abbrev>), allometric growth, and biochemical composition, all intrinsically linked to a defined cold season spawning period. The species mobilizes its energy reserves for reproduction, as evidenced by the significant winter depletion of hepatic glycogen, muscle lipids, and proteins. Despite this seasonal mobilization, <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> maintains a consistently favorable nutritional profile year-round, characterized by high protein content and a valuable fatty acid composition dominated by <abbrev xlink:title="polyunsaturated fatty acids" id="ABBRID0EYGAI">PUFAs</abbrev>, with a high n-3/n-6 ratio beneficial for human health. These insights are crucial for sustainable management. The occurrence of spawning in winter highlights a period of peak vulnerability, suggesting that seasonal fishing restrictions could be a critical conservation measure. Furthermore, the demonstrated nutritional and commercial value of <italic><tp:taxon-name><tp:taxon-name-part taxon-name-part-type="genus" reg="Helicolenus">H.</tp:taxon-name-part> <tp:taxon-name-part taxon-name-part-type="species" reg="dactylopterus">dactylopterus</tp:taxon-name-part></tp:taxon-name></italic> underscores the economic importance of ensuring its population sustainability in the Mediterranean Sea through informed management strategies.</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>﻿Acknowledgements</title>
      <p>The authors extend their appreciation to Taif University, Saudi Arabia, for supporting this work through project number (TU-DSPP-2024-158). The authors would like to thank the students from the ISSMB for their involvement in this work. We extend our gratitude to Ms. Hajer Zarouk for her proofreading and language editing.</p>
    </ack>
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