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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1093982</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Swimbladder properties of <italic>Cyclothone</italic> spp. in the northeast Atlantic Ocean and the Western Mediterranean Sea</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sarmiento-Lezcano</surname>
<given-names>Airam N.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/836296"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Olivar</surname>
<given-names>M. Pilar</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/797604"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Caballero</surname>
<given-names>Mar&#xed;a Jos&#xe9;</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1923222"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Couret</surname>
<given-names>Mar&#xed;a</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hern&#xe1;ndez-Le&#xf3;n</surname>
<given-names>Santiago</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/83077"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Castell&#xf3;n</surname>
<given-names>Arturo</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/795227"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pe&#xf1;a</surname>
<given-names>Marian</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/764214"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Instituto de Oceanograf&#xed;a y Cambio Global, Universidad de Las Palmas de Gran Canaria, Unidad Asociada ULPGC-CSIC, Gran Canaria</institution>, <addr-line>Canary Islands</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institut de Ci&#xe8;ncies del Mar (ICM), Consejo Superior de Investigaciones Cient&#xed;ficas (CSIC)</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Veterinary Histology and Pathology, Institute for Animal Health and Food Safety (IUSA), Veterinary School, University of Las Palmas de Gran Canaria</institution>, <addr-line>Arucas</addr-line>, <country>Spain</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Unidad de Tecnolog&#xed;a Marina (UTM), Consejo Superior de Investigaciones Cient&#xed;ficas (CSIC)</institution>, <addr-line>Barcelona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Centro Oceanogr&#xe1;fico de Baleares (Instituto Espa&#xf1;ol de Oceanograf&#xed;a (IEO), Consejo Superior de Investigaciones Cient&#xed;ficas (CSIC)</institution>, <addr-line>Palma</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Gui Manuel Machado Menezes, University of the Azores, Portugal</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Angelo Bonanno, National Research Council (CNR), Italy; Ben Scoulding, Commonwealth Scientific and Industrial Research Organisation, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Airam N. Sarmiento-Lezcano, <email xlink:href="mailto:sarmientolez@gmail.com">sarmientolez@gmail.com</email>; <email xlink:href="mailto:airam.sarmiento@ulpgc.es">airam.sarmiento@ulpgc.es</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Deep-Sea Environments and Ecology, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>04</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1093982</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Sarmiento-Lezcano, Olivar, Caballero, Couret, Hern&#xe1;ndez-Le&#xf3;n, Castell&#xf3;n and Pe&#xf1;a</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Sarmiento-Lezcano, Olivar, Caballero, Couret, Hern&#xe1;ndez-Le&#xf3;n, Castell&#xf3;n and Pe&#xf1;a</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Non-migratory bristlemouth fishes (<italic>Cyclothone</italic> spp.) are the most abundant vertebrates on Earth and play an important role in the biological carbon pump by remineralizing organic carbon in deep ecosystems. Acoustic data and net sampling are often used in combination to estimate fish and zooplankton biomass, but this procedure may be subject to several sources of error when applied to mesopelagic species. For instance, the allocation of echoes to species has often been biased by not considering <italic>Cyclothone</italic> spp. due to the use of nets targeting larger fish. Furthermore, the acoustic properties of the target organisms must be well understood to convert acoustic density into numerical density. The characteristics of a fish&#x2019;s swimbladder are the most relevant features necessary to assess its acoustic properties. This study provides information on the swimbladder properties of six <italic>Cyclothone</italic> species inhabiting the meso- and bathypelagic layers in the North Atlantic Ocean and Mediterranean Sea, including swimbladder location within the body, fat tissue content, morphology, morphometry (only available for <italic>C. braueri</italic> and <italic>C. pseudopallida</italic>), and fish body-mass density (only available for <italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pallida</italic>, and <italic>C. pygmaea</italic>). The studied species showed a functional physoclistous swimbladder, with well-developed gas glands and rete mirabile and numerous capillaries in the case of the shallower species <italic>C. braueri</italic> and <italic>C. pseudopallida</italic> (mainly distributed from 400 to 600&#xa0;m depth), and a fat-invested swimbladder in species with deeper vertical distribution (<italic>C. livida</italic>, <italic>C. microdon</italic>, <italic>C. pallida</italic>, and <italic>C. pygmaea</italic>). The fat content in the swimbladder (<italic>C. pallida</italic> and <italic>C. microdon</italic>) increased with depth and latitude, reducing the space in the swimbladder that could contain gas. Changes in swimbladder size and volume during growth were analyzed for shallower species, where swimbladder volume and equivalent radius followed negative allometric growth in relation to body length. Finally, values of body-mass density (&#x3c1;) and gas content required for neutral buoyancy (V<sub>G</sub>) were estimated for <italic>C. braueri</italic> and <italic>C. pygmaea</italic> collected between 350 and 550&#xa0;m (&#x3c1; = 1.052&#x2013;1.072 g&#xb7;cm<sup>&#x2212;3</sup>, V<sub>G</sub> = 2%&#x2013;4%; &#x3c1; = 1.052&#x2013;1.062 g&#xb7;cm<sup>&#x2212;3</sup>, V<sub>G</sub> = 3.6%), and for <italic>C. pallida</italic> and <italic>C. pseudopallida</italic> sampled in the 450&#x2013;700 m layer (&#x3c1; = 1.052&#x2013;1.062 g&#xb7;cm<sup>&#x2212;3</sup>, V<sub>G</sub> = 2.6&#x2013;3.1%; &#x3c1; = 1.052&#x2013;1.062 g&#xb7;cm<sup>&#x2212;3</sup>, V<sub>G</sub> = 2.8%&#x2013;3.25%). Results in this study highlight the change in scattering behavior of <italic>Cyclothone</italic> species from gas-bearing organisms (those that contain gas in their swimbladder) in the upper mesopelagic zone to the fluid-like scattering (with fat-filled swimbladders) of the deeper and northern individuals. The data presented in this manuscript are important for parametrizing acoustic backscattering models built to estimate the echo of <italic>Cyclothone</italic> species, although further work is needed, particularly for individuals with partially invested swimbladders with an irregular fat-free shape.</p>
</abstract>
<kwd-group>
<kwd>micronekton</kwd>
<kwd>bristlemouth</kwd>
<kwd>swimbladder</kwd>
<kwd>gas</kwd>
<kwd>fatty-tissue</kwd>
<kwd>histology</kwd>
<kwd>body-mass density</kwd>
</kwd-group>
<contract-num rid="cn001">CTM2016-78853-R, CTM2007-65844-C02-01-02-03, PID2020-118118RB-I00</contract-num>
<contract-num rid="cn002">817806</contract-num>
<contract-sponsor id="cn001">Ministerio de Ciencia y Tecnolog&#xed;a<named-content content-type="fundref-id">10.13039/501100006280</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">H2020 European Institute of Innovation and Technology<named-content content-type="fundref-id">10.13039/100010686</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">European Commission<named-content content-type="fundref-id">10.13039/501100000780</named-content>
</contract-sponsor>
<contract-sponsor id="cn004">Ministerio de Ciencia e Innovaci&#xf3;n<named-content content-type="fundref-id">10.13039/501100004837</named-content>
</contract-sponsor>
<counts>
<fig-count count="11"/>
<table-count count="7"/>
<equation-count count="1"/>
<ref-count count="94"/>
<page-count count="22"/>
<word-count count="10179"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The fish biomass in the mesopelagic (200&#x2013;1,000 m depth) and bathypelagic (1,000&#x2013;4,000 m depth) zones constitutes a large fraction of the estimated total global fish biomass, particularly in the upper mesopelagic zone (200&#x2013;600 m depth) where most of the abundance is concentrated (<xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>). The lower mesopelagic zone (600&#x2013;1,000 m depth) and the bathypelagic zone on the other hand are usually inhabited by fewer organisms, although they are generally of larger sizes, increasing the proportional biomass (<xref ref-type="bibr" rid="B4">Badcock, 1970</xref>; <xref ref-type="bibr" rid="B7">Badcock and Merrett, 1976</xref>; <xref ref-type="bibr" rid="B75">Roe and Badcock, 1984</xref>; <xref ref-type="bibr" rid="B57">Olivar et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B60">Olivar et&#xa0;al., 2017</xref>). These species are the main prey of many large pelagic migrators (<xref ref-type="bibr" rid="B78">Schaber et&#xa0;al., 2022</xref>) and are also expected to be harvested for human consumption in the near future as a source of marine fat and protein (e.g., <xref ref-type="bibr" rid="B25">Gj&#xf8;saeter and Kawaguchi, 1980</xref>; <xref ref-type="bibr" rid="B22">FAO, 1997</xref>; <xref ref-type="bibr" rid="B23">FAO, 2001</xref>; <xref ref-type="bibr" rid="B30">Hidalgo and Browman, 2019</xref>; <xref ref-type="bibr" rid="B28">Grimaldo et&#xa0;al., 2020</xref>). Moreover, meso- and bathypelagic fishes contribute to the biological carbon pump, exporting organic carbon from the euphotic zone to the meso- and bathypelagic layers in the case of migratory fish, and remineralizing (breakdown or transformation of organic matter molecules into their simplest inorganic forms) in the case of non-migratory fishes that remain at depth (<xref ref-type="bibr" rid="B41">Lampitt et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B29">Guidi et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>). <italic>Cyclothone</italic> spp., are the most abundant among the non-migratory group (<xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>) and the most abundant vertebrates on the planet (<xref ref-type="bibr" rid="B2">Ahlstrom et&#xa0;al., 1984</xref>; <xref ref-type="bibr" rid="B55">Nelson et&#xa0;al., (2016)</xref> are known to contribute significantly to the non-migrant deep scattering layers detected acoustically (<xref ref-type="bibr" rid="B71">Pe&#xf1;a et&#xa0;al., 2014</xref>).</p>
<p>Acoustic methodology combined with net trawling is often employed to estimate the abundance of aquatic organisms (<xref ref-type="bibr" rid="B81">Simmonds and MacLennan, 2005</xref>). However, an accurate abundance estimate is not yet available for meso- and bathypelagic species due to poor capture efficiency (<xref ref-type="bibr" rid="B39">Koslow et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B38">Kloser et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B94">Yasuma and Yamamura, 2010</xref>; <xref ref-type="bibr" rid="B33">Kaartvedt et&#xa0;al., 2012</xref>), vessel and platform avoidance (<xref ref-type="bibr" rid="B65">Pe&#xf1;a, 2019</xref>; <xref ref-type="bibr" rid="B66">Pe&#xf1;a et&#xa0;al., 2020</xref>), and acoustic uncertainties (<xref ref-type="bibr" rid="B18">Davison et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B65">Pe&#xf1;a, 2019</xref>; <xref ref-type="bibr" rid="B72">Proud et&#xa0;al., 2019</xref>). A global mesopelagic fish biomass estimate using 38 kHz data (11&#x2013;15 Gt; <xref ref-type="bibr" rid="B32">Irigoien et&#xa0;al., 2014</xref>) was an order of magnitude higher than a previous estimate from micronekton nets (1 Gt; <xref ref-type="bibr" rid="B25">Gj&#xf8;saeter and Kawaguchi, 1980</xref>). However, <xref ref-type="bibr" rid="B32">Irigoien et&#xa0;al. (2014)</xref> did not consider the large contribution of <italic>C. braueri</italic> to the most prominent scattering layer at 38 kHz (400&#x2013;700 m) in many areas of the world (<xref ref-type="bibr" rid="B71">Pe&#xf1;a et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B3">Ariza et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B65">Pe&#xf1;a, 2019</xref>). Their resonant target strength at those depths and their low individual biomass would considerably reduce the estimated biomass. The acoustic contribution of non-migrating <italic>Cyclothone</italic> spp. to mesopelagic acoustic layers has often been underestimated due to the use of nets targeting larger fishes. However, their abundance often masks the echo of migrating species at 38 kHz (<xref ref-type="bibr" rid="B66">Pe&#xf1;a et&#xa0;al., 2020</xref>).</p>
<p>The use of several frequencies in acoustics allows classifying areas of the echogram as gas-bearing, fluid-like, or elastic-shelled echotraces (<xref ref-type="bibr" rid="B83">Stanton et&#xa0;al., 1996</xref>), employing scattering models and clustering techniques (<xref ref-type="bibr" rid="B67">Pe&#xf1;a and Calise, 2016</xref>; <xref ref-type="bibr" rid="B64">Pe&#xf1;a, 2018</xref>; <xref ref-type="bibr" rid="B68">Pe&#xf1;a et&#xa0;al., 2023a</xref>; <xref ref-type="bibr" rid="B69">Pe&#xf1;a et al., 2023b</xref>). Scattering models reproduce the expected echo of an organism at different frequencies based on body morphology and behavior (<xref ref-type="bibr" rid="B61">Ona, 1990</xref>; <xref ref-type="bibr" rid="B62">Ona, 1999</xref>). Acoustic backscatter depends firstly on the existence of a swimbladder or gas enclosure. When gas is present, up to 95% of the acoustic backscatter is due to the swimbladder (<xref ref-type="bibr" rid="B24">Foote, 1980</xref>). Swimbladder size and depth in the water column determine both the intensity of the echo and the spectra (trend with frequency; <xref ref-type="bibr" rid="B71">Pe&#xf1;a et&#xa0;al., 2014</xref>). Other important input parameters for the scattering models are orientation, size, shape, and material properties (density and sound contrast with the surrounding water). Therefore, knowledge of the swimbladder characteristics of the target species is of paramount importance for acoustic data elucidation.</p>
<p>Marshall (<xref ref-type="bibr" rid="B43">1951</xref>; <xref ref-type="bibr" rid="B44">1960</xref>) described the swimbladder of several meso- and bathypelagic fishes, showing its structure from larval to adult stages. Larval stages of most mesopelagic fish dwell in the epipelagic layers (<xref ref-type="bibr" rid="B59">Olivar et&#xa0;al., 2018</xref>) and have swimbladders containing gas (<xref ref-type="bibr" rid="B43">Marshall, 1951</xref>; <xref ref-type="bibr" rid="B44">Marshall, 1960</xref>). For some species, such as bristlemouths of the genus <italic>Cyclothone</italic> and some myctophids, the organ regresses with age and is filled with fat in late adults (<xref ref-type="bibr" rid="B44">Marshall, 1960</xref>). Some information on the structures of <italic>Cyclothone</italic> swimbladders (<italic>C. braueri</italic>, <italic>C. signata</italic>, <italic>C. acclinidens</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic>) was described by <xref ref-type="bibr" rid="B44">Marshall (1960)</xref>. However, there is little information about other bristlemouth species present in the Atlantic Ocean and the Mediterranean Sea, or on the evolution of swimbladder shape and gas/lipid content with age. The use of terms such as inflated, contracted, or regressed swimbladder without a detailed explanation gives rise to confusion in the literature. In fact, the same species (<italic>C. braueri</italic>) with similar length were described as non-gas-bearing (<xref ref-type="bibr" rid="B36">Kleckner and Gibbs, 1972</xref>; <xref ref-type="bibr" rid="B20">Escobar-Flores et&#xa0;al., 2018</xref>) or gas-bearing glanding (<xref ref-type="bibr" rid="B45">Marshall, 1979</xref>; <xref ref-type="bibr" rid="B71">Pe&#xf1;a et&#xa0;al., 2014</xref>), highlighting the need for further studies of the swimbladder of these species.</p>
<p>The main swimbladder organs are the gas gland and the <italic>rete mirabile</italic>. The gas gland allows oxygen exchange between the blood and lumen of the gas bladder. The <italic>rete mirabile</italic> (a bundle of closely packed venous and arterial capillaries attached to the gas gland and entering the swimbladder anteriorly) supplies blood to the gas gland and maintains a pressure differential between the blood and gas bladder through a countercurrent system (<xref ref-type="bibr" rid="B44">Marshall, 1960</xref>; <xref ref-type="bibr" rid="B19">Denton, 1961</xref>; <xref ref-type="bibr" rid="B40">Kuhn et&#xa0;al., 1963</xref>). A functional swimbladder has well-developed cells in the gas gland and the <italic>rete mirabile</italic>. On the other hand, non-functional swimbladders present atrophied cells in those areas due to the contraction of the gas gland and <italic>rete mirabile</italic> (<xref ref-type="bibr" rid="B31">Horn, 1975</xref>; <xref ref-type="bibr" rid="B53">Neighbors, 1992</xref>). Physoclistous fishes (species without a pneumatic duct connecting the swimbladder with the gut) must have a well-developed gas gland and a <italic>rete mirabile</italic> with enough resorptive area to fill and empty the gas bladder through the blood cells.</p>
<p>The aim of the present study was to analyze the swimbladder properties of six bristlemouth species of the genus <italic>Cyclothone</italic> in the meso- and bathypelagic layers of the North Atlantic Ocean and Mediterranean Sea. We analyzed the swimbladder location within the body and its shape, the increase in fat content, and swimbladder degradation with length and body mass density. One of the main objectives was to obtain an indication of swimbladder functionality by species and lengths, that is, the probability of the swimbladder containing gas.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<p>The biological data examined in this study were collected from three research cruises in the Atlantic: <italic>Bathypelagic</italic> (24 May&#x2013;23 June 2018), from northwest Africa (20&#xb0;N 20&#xb0;W), to the south of Iceland (60&#xb0;N 20&#xb0;W), <italic>SUMMER</italic> (30 September&#x2013;18 October 2020), from the western Mediterranean to the Atlantic around the Iberian Peninsula, and <italic>IDEADOS</italic> (12 July&#x2013;29 July 2010), from the Northwest Mediterranean Sea (40&#xb0;N 2&#xb0;E to 40&#xb0;N 2.45&#xb0;E) on board the R.V. &#x201c;Sarmiento de Gamboa&#x201d; (see <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Specimens used to examine swimbladders were collected during the <italic>Bathypelagic</italic> and <italic>SUMMER</italic> surveys; those for body-mass density came from the <italic>SUMMER</italic> cruise, while distribution data were obtained on the <italic>Bathypelagic</italic> and <italic>IDEADOS</italic> cruises. Samples were obtained with the &#x201c;Mesopelagos&#x201d; midwater trawl net (<xref ref-type="bibr" rid="B48">Meillat, 2012</xref>; <xref ref-type="bibr" rid="B13">Castell&#xf3;n and Olivar, 2023</xref>) and MOCNESS-1 m<sup>2</sup> zooplankton net (<xref ref-type="bibr" rid="B90">Wiebe et&#xa0;al., 1985</xref>) during day and night hauls carried out from the surface to 700&#x2013;800 m during the <italic>SUMMER</italic> and <italic>IDEADOS</italic> cruises, and to 1,900 m on the <italic>Bathypelagic</italic> cruise. The Mesopelagos net had an average mouth opening of 29&#x2013;35 m<sup>2</sup> and a total length of 58&#xa0;m. The gear consists of graded-mesh netting starting at 30&#xa0;mm and ending at 4&#xa0;mm. A multi-sampler (<xref ref-type="bibr" rid="B13">Castell&#xf3;n and Olivar, 2023</xref>) was installed at the cod-end to collect samples from five different depth layers. Depth samples on the <italic>Bathypelagic</italic> cruise were obtained from 1,900 to 1,200 m, 1,200 to 800&#xa0;m, 800 to 500&#xa0;m, 500 to 200&#xa0;m, and 200 to 0&#xa0;m, except for station 7 that only reached 600&#xa0;m depth (see <xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>). For the <italic>SUMMER</italic> cruise, the depth layers were 700&#x2013;600 m, 600&#x2013;500 m, 500&#x2013;400 m, 400&#x2013;300 m, 300&#x2013;200 m, 200&#x2013;100 m, and 100&#x2013;0 m. On both cruises, the ship speed during the hauls was maintained at 2&#x2013;2.5 knots. Specimens collected with the Mesopelagos net were immediately identified, measured (standard length, SL), and used for body mass density (<italic>&#x3c1;</italic>) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Sampling area and location of stations in the northeast Atlantic during the Bathypelagic (green dots) cruise and western Mediterranean during the SUMMER (blue diamonds) and IDEADOS (black asterisks) cruises on board the <italic>R.V. &#x201c;Sarmiento de Gamboa.&#x201d;</italic></p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Number of specimens used in histological analysis, morphological, and body-mass density measurements.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Species</th>
<th valign="middle" colspan="2" align="center">Histology<break/>**</th>
<th valign="middle" align="center">Morphology<break/>**</th>
<th valign="top" colspan="2" align="center">Body mass<break/>density*</th>
</tr>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="center">North Atlantic</th>
<th valign="bottom" align="center">Mediterranean Sea</th>
<th valign="middle" align="center">North Atlantic</th>
<th valign="middle" align="center">North Atlantic</th>
<th valign="middle" align="center">Mediterranean Sea</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<italic>C. braueri</italic>
</td>
<td valign="middle" align="center">34</td>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">215</td>
<td valign="middle" align="center">48</td>
<td valign="middle" align="center">35</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">38</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>C. pygmaea</italic>
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>C. pallida</italic>
</td>
<td valign="middle" align="center">55</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>C. livida</italic>
</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>C. microdon</italic>
</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>**MOCNESS-1 net (200 &#xb5;m of mesh size) and the *Mesopelagos net (4&#xa0;mm of cod-end mesh size).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The MOCNESS-1 m<sup>2</sup> net was fitted with a 0.2&#xa0;mm mesh size, and the ship speed during deployment and retrieval was maintained between 1.5 and 2.5 knots to obtain a net angle between 40&#xb0; and 50&#xb0;, and the winch retrieval rate was fixed at 0.3&#xa0;m s<sup>&#x2212;1</sup> on the <italic>IDEADOS</italic>, <italic>Bathypelagic</italic>, and <italic>SUMMER</italic> cruises (see <xref ref-type="bibr" rid="B57">Olivar et&#xa0;al., 2012</xref> for the <italic>IDEADOS cruise</italic>, <xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref> for the <italic>Bathypelagic cruise</italic>, and <xref ref-type="bibr" rid="B58">Olivar et&#xa0;al., 2022</xref> for the <italic>SUMMER cruise</italic>). The sampling layer depths were the same as for the Mesopelagos on the <italic>Bathypelagic</italic> and <italic>SUMMER</italic> cruises (see above), and for <italic>IDEADOS</italic> samples were obtained from 900 to 800&#xa0;m, 800 to 700&#xa0;m, 700 to 600&#xa0;m, 600 to 500&#xa0;m, 500 to 400&#xa0;m, 400 to 300&#xa0;m, 300 to 200&#xa0;m, and 200 to 0&#xa0;m depths. Biological samples were preserved in 5% buffered formalin, and specimens were sorted out and measured later in the laboratory. Shrinkage correction for formalin preservation was not applied because all our specimens were transformations, juveniles (&gt;12&#xa0;mm of SL, see <xref ref-type="bibr" rid="B59">Olivar et&#xa0;al., 2018</xref>), or adults (according to fish length at 50% maturity (L<sub>50</sub>); <xref ref-type="bibr" rid="B50">Miya and Nemoto, 1986</xref>; <xref ref-type="bibr" rid="B47">McKelvie, 1989</xref>; <xref ref-type="bibr" rid="B51">Miya and Nemoto, 1991</xref>), and shrinkage in pelagic fishes is negligible at those developmental stages where the degree of ossification is high (<xref ref-type="bibr" rid="B88">Theilacker, 1980</xref>). Samples from this net were used for histology and morphology.</p>
<p>Individuals collected during the <italic>Bathypelagic</italic> cruise were used to measure the sizes of individuals and the morphological swimbladder measurements. Body-mass density (<italic>&#x3c1;</italic>) and histology examinations were carried out on fish collected during the <italic>SUMMER</italic> cruise (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Information on distribution, abundance, and size frequency distributions was gathered from the <italic>Bathypelagic</italic> and <italic>IDEADOS</italic> cruises. The abundances within each layer of the water column are given as the number of individuals per 1,000 m<sup>&#x2212;3</sup> of water filtered by the net in each sampled layer.</p>
<sec id="s2_1">
<label>2.1</label>
<title>Standard length distribution</title>
<p>Size-frequency distributions of <italic>Cyclothone</italic> spp. were calculated from the MOCNESS-1 to determine the predominant size classes during diurnal and nocturnal periods. For this analysis, abundances in 5&#xa0;mm interval size classes were estimated. <italic>Cyclothone</italic> species were classified into shallower species (<italic>C. braueri</italic> and <italic>C. pseudopallida</italic>) and deeper species (<italic>C. pygmaea</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic>) according to their vertical distribution in the water column. Both groups were differentiated according to the weighted mean depth (WDM) for each species, estimated as follows:</p>
<disp-formula>
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<mml:mrow>
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<mml:mi>M</mml:mi>
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<mml:mfrac>
<mml:mrow>
<mml:mstyle displaystyle="true">
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<mml:mo>=</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>W</mml:mi>
<mml:msub>
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<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>*</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>=</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where. <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:mi>W</mml:mi>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. is the mean sampling depth of the <italic>i</italic>th depth stratum, and <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the abundance (Ind/1,000 m<sup>3</sup>) or biomass (dry weight/1,000 m<sup>3</sup>) of each species in the <italic>i</italic>th depth stratum. The Pearson correlation coefficient (r) was used to evaluate the linear correlation between depth and standard length.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Histological analysis</title>
<p>A total of 175 individuals from six species were examined by histological analysis to obtain a detailed description of the swimbladder location in the body and to determine the evolution of fat-tissue content with length (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). All fish formalin-fixed tissues were dehydrated, cleared, and embedded in paraffin. Organisms were longitudinally sectioned at 4 &#x3bc;m and stained with hematoxylin and eosin. Between six and 10 sections equally spaced (depending on the organism&#x2019;s thickness), were made from each sample, and the section with the largest swimbladder area was used. The slides were examined with a light microscope (Olympus BX51TF, Japan). The proportion of the swimbladder area occupied by fat was calculated using ImageJ (<xref ref-type="bibr" rid="B79">Schneider et&#xa0;al., 2012</xref>). Measurements of the gas gland, <italic>rete mirabile</italic> area, area and number of cells, and diameter of capillaries at different lengths were made to infer whether the swimbladder was functional as a proxy for gas content (see <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The percentage of area with fat tissue (%FT) in <italic>Cyclothone</italic> spp. swimbladders was linearly regressed against standard length (mm) (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). The maximum percentage area with gas (%GAS), that is, the area with no fat that could be filled with gas, was then estimated as 100-%FT, and the spatial (vertical and horizontal) distributions of standard-length distributions were transformed into vertical and geographical distributions of %GAS weighted by abundance and biomass.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Summary of <italic>Cyclothone</italic> spp. examined with histology.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Species</th>
<th valign="top" align="center">Haul depth range (m)</th>
<th valign="top" align="center">SL<break/>(mm)</th>
<th valign="top" align="center">Ww<break/>(mg)</th>
<th valign="top" align="center">% FT</th>
<th valign="top" align="center">N</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">300&#x2013;400</td>
<td valign="top" align="center">22 &#xb1; 2.3</td>
<td valign="top" align="center">46.9 &#xb1; 14.4</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">22</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">400&#x2013;500</td>
<td valign="top" align="center">18.8 &#xb1; 2.4</td>
<td valign="top" align="center">27.9 &#xb1; 12.6</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">38</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">500&#x2013;600</td>
<td valign="top" align="center">22 &#xb1; 2.9</td>
<td valign="top" align="center">48 &#xb1; 15.8</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">0&#x2013;700</td>
<td valign="top" align="center">21.7 &#xb1; 1.7</td>
<td valign="top" align="center">45.3 &#xb1; 10.1</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">600&#x2013;700</td>
<td valign="top" align="center">24.6 &#xb1; 5.6</td>
<td valign="top" align="center">33.5 &#xb1; 15.1</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">11</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">0&#x2013;700</td>
<td valign="top" align="center">28.3 &#xb1; 1.1</td>
<td valign="top" align="center">42.3 &#xb1; 3.4</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">3</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pygmaea</italic>
</td>
<td valign="top" align="center">600&#x2013;700</td>
<td valign="top" align="center">22.4 &#xb1; 2.2</td>
<td valign="top" align="center">41.84 &#xb1; 12.8</td>
<td valign="top" align="center">78.53 &#xb1; 2.28</td>
<td valign="top" align="center">18</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pallida</italic>
</td>
<td valign="top" align="center">600&#x2013;700</td>
<td valign="top" align="center">27.9 &#xb1; 5.1</td>
<td valign="top" align="center">64.3 &#xb1; 29.3</td>
<td valign="top" align="center">81.91 &#xb1; 15.75</td>
<td valign="top" align="center">32</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pallida</italic>
</td>
<td valign="top" align="center">0&#x2013;700</td>
<td valign="top" align="center">29.4 &#xb1; 8.5</td>
<td valign="top" align="center">76.5 &#xb1; 39.9</td>
<td valign="top" align="center">83.67 &#xb1; 6.65</td>
<td valign="top" align="center">23</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. livida</italic>
</td>
<td valign="top" align="center">0&#x2013;700</td>
<td valign="top" align="center">33.5 &#xb1; 11.8</td>
<td valign="top" align="center">168.9 &#xb1; 142.9</td>
<td valign="top" align="center">76.74 &#xb1; 4.22</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">700&#x2013;1,000</td>
<td valign="top" align="center">33.5 &#xb1;2.3</td>
<td valign="top" align="center">147.8 &#xb1; 29.8</td>
<td valign="top" align="center">85.8 &#xb1; 22.05</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">1,000&#x2013;1,300</td>
<td valign="top" align="center">31.6 &#xb1; 1.4</td>
<td valign="top" align="center">122.1 &#xb1; 17.6</td>
<td valign="top" align="center">82.45 &#xb1; 3.46</td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">1,600&#x2013;1,900</td>
<td valign="top" align="center">36.3 &#xb1; 6.3</td>
<td valign="top" align="center">201.8 &#xb1; 95.1</td>
<td valign="top" align="center">92.3 &#xb1; 2.46</td>
<td valign="top" align="center">3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SL, body fish standard length; Ww, fish wet weight; %FT, percentage of area with fat tissue; N, number of individuals.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Size characteristics of gas gland and rete mirabile in four species of <italic>Cyclothone</italic> (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A, B</bold>
</xref>).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Species</th>
<th valign="middle" rowspan="2" align="center">Depth (m)</th>
<th valign="middle" rowspan="2" align="center">SL (mm)</th>
<th valign="top" colspan="2" align="center">Gas gland</th>
<th valign="top" colspan="4" align="center">Rete mirabile</th>
</tr>
<tr>
<th valign="middle" align="center">Area (mm<sup>2</sup>)</th>
<th valign="middle" align="center">Cell area (&#xb5;m<sup>2</sup>)</th>
<th valign="middle" align="center">Area (mm<sup>2</sup>)</th>
<th valign="middle" align="center">Capi. diam. (&#xb5;m)</th>
<th valign="middle" align="center">N. capi. measured</th>
<th valign="middle" align="center">N. capi. observed</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">400&#x2013;500</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">0.026</td>
<td valign="top" align="center">303&#x2013;957</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">3&#x2013;10</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">35</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">400&#x2013;500</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">0.021</td>
<td valign="top" align="center">520&#x2013;2,000</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">2&#x2013;7</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">36</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">600&#x2013;700</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">2.21</td>
<td valign="top" align="center">1,000&#x2013;3,400</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">3&#x2013;10</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">32</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">600&#x2013;700</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">0.019</td>
<td valign="top" align="center">118&#x2013;603</td>
<td valign="top" align="center">0.015</td>
<td valign="top" align="center">4&#x2013;8</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">27</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pallida</italic>
</td>
<td valign="top" align="center">0&#x2013;700</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">0.053</td>
<td valign="top" align="center">356&#x2013;2,000</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">5&#x2013;10</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">32</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">1,000&#x2013;1,300</td>
<td valign="top" align="center">31</td>
<td valign="top" align="center">0.032</td>
<td valign="top" align="center">237&#x2013;1,000</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">2&#x2013;4</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">14</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">1,000&#x2013;1,300</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">0.032</td>
<td valign="top" align="center">43&#x2013;392</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">2&#x2013;4</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">27</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">1,000&#x2013;1,300</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">0.031</td>
<td valign="top" align="center">442&#x2013;1,000</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">2&#x2013;4</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">33</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">1,000&#x2013;1,300</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">0.028</td>
<td valign="top" align="center">150&#x2013;806</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">2&#x2013;7</td>
<td valign="top" align="center">19</td>
<td valign="top" align="center">38</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SL, standard length; N, Number; Diam, diameter; Capi, capillary.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Equations and parameters of the linear regressions between percentage area with fat tissue (FT) and standard length (SL) for <italic>Cyclothone</italic> species.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Specie</th>
<th valign="top" align="center">Equation</th>
<th valign="top" align="center">F</th>
<th valign="top" align="center">R<sup>2</sup>
</th>
<th valign="top" align="center">p-value</th>
<th valign="top" align="center">r</th>
<th valign="top" align="center">N</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>C. pygmaea</italic>
</td>
<td valign="top" align="center">FT = 2.03 + 3.43 SL</td>
<td valign="top" align="center">28.46</td>
<td valign="top" align="center">0.803</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.896</td>
<td valign="top" align="center">9</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pallida</italic>
</td>
<td valign="top" align="center">FT = 11.02 + 2.39 SL</td>
<td valign="top" align="center">49.66</td>
<td valign="top" align="center">0.832</td>
<td valign="top" align="center">0.0001</td>
<td valign="top" align="center">0.910</td>
<td valign="top" align="center">13</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. livida</italic>
</td>
<td valign="top" align="center">FT = 15.99 + 1.64 SL</td>
<td valign="top" align="center">15.99</td>
<td valign="top" align="center">0.762</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">0.873</td>
<td valign="top" align="center">7</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. microdon</italic>
</td>
<td valign="top" align="center">FT = 10.19 + 2.30 SL</td>
<td valign="top" align="center">83.76</td>
<td valign="top" align="center">0.815</td>
<td valign="top" align="center">0.0001</td>
<td valign="top" align="center">0.902</td>
<td valign="top" align="center">21</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>F, F-statistic; R<sup>2</sup>, coefficient of determination; r, Pearson of correlation; N, number of individuals.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Swimbladder measurements of semi-transparent species</title>
<p>Swimbladders of shallow species (<italic>C. braueri</italic> and <italic>C. pseudopallida</italic>), characterized by light pigmentation and semi-transparent swimbladders, were measured using a stereomicroscope. A selection of specimens with gas-filled swimbladders from those examined through histology was used to take morphometric measurements of the swimbladders. A total of 253 specimens (see <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> for number and species taken for morphology) were photographed with a camera (Leica DFC450) mounted on a stereo microscope (Leica M205C) to obtain swimbladder length (SwL), height (SwH), width (SwW), and swimbladder angle (Sw&#x3b8;) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The longitudinal axis of the fish body was set as the reference line for the angle (&#x3b8; = 0), with positive values over the reference line. Swimbladder measurements were taken with an ocular micrometer to the nearest 0.1&#xa0;mm. Swimbladder allometric growth with respect to the standard length was estimated following <xref ref-type="bibr" rid="B63">Osse and van den Boogaart (2004)</xref> and <xref ref-type="bibr" rid="B92">Yasuma et&#xa0;al. (2010)</xref> using a potential relationship Sw<sub>i</sub> = p &#x2217; SL<sup>q</sup>, where Sw<sub>i</sub> is the swimbladder measure, <italic>p</italic> is the intercept of the regression model, and <italic>q</italic> is the slope (or allometric coefficient). For length relationships among SwL, SwH, SwW, and Sw&#x3b8; versus SL, the allometric coefficient of 1 indicates isometry, i.e., swimbladder growth and stand length are proportional. If the growth model is negatively allometric, the body grows relatively faster than the swimbladder. However, isometry is different for the swimbladder area (an allometric coefficient of 2) and volume (an allometric coefficient of 3). Swimbladder volumes were approximated using the formula for a prolate spheroid: V = 4/3 &#x3c0;ab<sup>2</sup>, where <italic>a</italic> (<italic>SwL/2</italic>) and <italic>b</italic> (<italic>SwH/2</italic>) are the major and minor semiaxes, respectively (<xref ref-type="bibr" rid="B12">Capen, 1967</xref>). The equivalent spherical radius (<italic>ESR</italic>) was estimated following the equation <italic>ESR = (a &#x2217; b &#x2217; c)<sup>1/3</sup>
</italic>, where <italic>c</italic> is the width of the semi-axis (<italic>SwW/2</italic>) (<xref ref-type="bibr" rid="B85">Strasberg, 1953</xref>). The aspect ratio (E) was calculated as the ratio of the height to the longitudinal semi-axis (c/<italic>a</italic>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>
<italic>Cyclothone</italic> spp. swimbladder measurements performed with a microscope. SwL is swimbladder length; SwH is swimbladder height; SwW is swimbladder width; and &#x3b8; is swimbladder angle. RL is the reference line.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g002.tif"/>
</fig>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Body mass density</title>
<p>Body mass density (<italic>&#x3c1;</italic>) was determined <italic>via</italic> a density-bottle method (<xref ref-type="bibr" rid="B27">Greenlaw, 1977</xref>; <xref ref-type="bibr" rid="B49">Mikami et&#xa0;al., 2000</xref>) for the four species sampled during the <italic>SUMMER</italic> survey above 700&#xa0;m depth (<italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pygmaea</italic>, and <italic>C. pallida</italic>) (n = 128; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The buoyancy of each individual fish was measured using a series of 1,000-ml beakers containing seawater&#x2013;glycerol solutions of different densities (14 bottles from 1.025 to 1.090 g/cm<sup>3</sup> at 0.005 g/cm<sup>3</sup> steps). The density of each bottle was confirmed using a glass densimeter (standard at 20&#xb0;C), and the experiment was carried out in a thermoregulated room to keep the solution in each bottle at 20&#xb0;C. Gas was removed from the organisms with a sharp needle before measurements. The density contrast <italic>g</italic> was obtained by dividing <italic>&#x3c1;</italic> by the density of the surrounding seawater (<italic>&#x3c1;</italic>
<sub>w</sub>, the average of seawater densities in the depth stratum). Statistical analyses (ANOVA) were applied to identify significant differences in body mass density between species. The Tukey&#x2019;s Honest Significant Differences <italic>Post Hoc</italic> test (HSD) was used to assess statistical differences between pairs of groups from the analysis of variance that was previously applied.</p>
<p>The gas volume required for neutral buoyancy (V<sub>G</sub>) was calculated following the equation. <inline-formula>
<mml:math display="inline" id="im3">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>G</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>W</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:msubsup>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. in <xref ref-type="bibr" rid="B86">Taylor (1951)</xref>, where <italic>Ww</italic> is the wet weight and <italic>&#x3c1;f</italic> is the body mass density for each individual. The Pearson correlation coefficient (r) was used to evaluate the linear correlation between body mass density and standard length.</p>
<p>The analyses of this study were developed in the programming language R (<xref ref-type="bibr" rid="B74">R Core Team, 2022</xref>). The sampling map was generated using the geographic information system QGIS (V.3.22.3) (<xref ref-type="bibr" rid="B73">QGIS Development Team, 2022</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>Five species of the <italic>Cyclothone</italic> genus were collected in the North Atlantic Ocean (<italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic>), while only <italic>C. pygmaea</italic> and <italic>C. braueri</italic> were collected in the Mediterranean Sea. The most abundant species were <italic>C. braueri</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic>, accounting for &gt;80% of total <italic>Cyclothone</italic>, while in terms of biomass, the major contributions were from <italic>C. microdon</italic>, <italic>C. livida</italic>, and <italic>C. braueri</italic>. Shallower species (<italic>C. braueri</italic> and <italic>C. pseudopallida</italic>) were found between 200 and 600&#xa0;m depths, while the deeper species (<italic>C. pallida</italic> and <italic>C. microdon</italic>) were mainly found below 800&#xa0;m depths. <italic>C. microdon</italic> increased in abundance northward of 30&#xb0;N, and <italic>Cyclothone livida</italic> was mainly sampled in the oceanic upwelling off Northwest Africa from 400 to 1,900 m depths. In terms of biomass, most of <italic>C. braueri</italic> biomass was observed between 200 and 600&#xa0;m depths from 20 to 60&#xb0;N. <italic>Cyclothone pseudopallida</italic> and <italic>C. livida</italic> showed a wider biomass vertical distribution (200&#x2013;800 m depths and 450&#x2013;1,900 m depths, respectively), but the latter was only found from 18&#xb0; to 45&#xb0;N. The biomass of <italic>C. microdon</italic> showed the widest spatial (18&#xb0;&#x2013;54&#xb0;N) and vertical distributions (450&#x2013;1,900 m depths).</p>
<p>Standard length ranges (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>) were narrower for <italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, and <italic>C. pygmaea</italic> (range: 10&#x2013;35 mm SL) than for the other species (range: 11&#x2013;55 mm SL). No significant differences in length were found between the day and night samples. Most species showed a bimodal size distribution at every 200&#xa0;m depth stratum. Shallower species were smaller than deeper species (Shallower, 200&#x2013;400 m: 10&#x2013;33 mm SL; 400&#x2013;600 m: 10&#x2013;33; 600&#x2013;800 m: 9&#x2013;23 mm SL; 800&#x2013;1,000 m: 10&#x2013;35 mm SL; Deeper, 200&#x2013;600 m: 14&#x2013;42 mm SL; 800&#x2013;1,200 m: 11&#x2013;51 mm; 1,200&#x2013;2,000 m: 15&#x2013;55 mm SL).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Length distribution of <italic>Cyclothone braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> by size classes and depths collected with the MOCNESS-1 net (200 &#xb5;m of mesh size) in the northeast Atlantic during the Bathypelagic cruise. <italic>C. braueri</italic> with a red contour and <italic>C. pygmaea</italic> data were obtained in the western Mediterranean during the SUMMER cruise. Shaded areas in <italic>C. pygmaea</italic> indicate not sampled depths.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Linear regression model fit predicting the percentage of fat tissue in <italic>Cyclothone</italic> spp. swimbladders from standard length (mm) assuming zero percentage at the origin (left vertical axis) and size frequency distribution (right vertical axis). SL<sub>50</sub>, half-filled swimbladder of fat tissue (50%); SL<sub>95</sub>, lipid-full swimbladder (95%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g004.tif"/>
</fig>
<p>Histological examination of the swimbladder features was carried out for <italic>C. braueri</italic> (n = 80), <italic>C. pseudopallida</italic> (n = 14), <italic>C. pallida</italic> (n = 55), <italic>C. pygmaea</italic> (n = 18), <italic>C. livida</italic> (n = 8), and <italic>C. microdon</italic> (n = 19). The swimbladder of these species is located above the gonads and the gastro-intestinal system (GI) and below the spinal cord (SC) and notochord (NT). It begins at the level of the gastro-intestinal system and ends around the origin of the pelvic fin (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). <italic>C. braueri</italic> and <italic>C. pseudopallida</italic> are shallower, semi-transparent species for which the swimbladder was measured with a microscope, while darker species comprised the second group that were analyzed exclusively through histology (no information on swimbladder size). In general, all species showed gas gland and <italic>rete mirabile</italic> (as physoclistous fishes; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). However, the deeper species with larger sizes presented reduced gas gland and <italic>rete mirabile</italic> (0.032 and 0.004 mm<sup>2</sup>, respectively), i.e., reduced total and cell area, a lower number of capillaries, and smaller capillaries than other deep species of smaller size (<italic>C. pallida</italic>; 0.053 and 0.003 mm<sup>2</sup>) (see <xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7</bold>
</xref> and <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), indicating a deterioration in swimbladder functionality with age and depth.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Histological image composition of a 20&#xa0;mm <italic>C. braueri</italic> showing a longitudinal section of a specimen from head to midtail region. GG stands for Gas Gland, GI for Gastro-Intestinal, L for Liver, M for Muscle, NT for Notochord, P for Pancreas, Oo for Oocytes, RT for <italic>rete mirabile</italic>, SC for Spinal cord, and SW for Swimbladder.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g005.tif"/>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Histological sections of <bold>(A)</bold> <italic>C. braueri</italic> and <bold>(B)</bold> <italic>C. pseudopallida</italic> and for deeper species (<bold>(C)</bold> <italic>C. pygmaea</italic>, <bold>(D)</bold> <italic>C. pallida</italic>, <bold>(E)</bold> <italic>C. livida</italic>, and <bold>(F)</bold> <italic>C. microdon</italic>). The asterisk indicates the Gas gland, and the arrow the rete mirabile. The black contour delineates the swimbladder and the red contour the fat tissue.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g006.tif"/>
</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>
<bold>(A)</bold> Histological sections of <italic>C. braueri</italic> (20<italic>&#xa0;mm</italic>), <italic>C. pseudopallida</italic> (25 and 19&#xa0;mm), and <italic>C. pallida</italic> (19<italic>&#xa0;mm</italic>). The asterisk indicates the Gas gland, and the arrow indicates the <italic>rete mirabile</italic>. The black contour delineates the area of gas gland. * <italic>C. braueri</italic> and <italic>C. pallida</italic> panels show different sections of the same individual. <bold>(B)</bold> Histological sections of <italic>C. microdon</italic> individuals. The asterisk indicates the Gas gland, and the arrow indicates the <italic>rete mirabile</italic>. The blue contour delineates the fat tissue, the red contour the rete mirabile, and the black contour the gas gland.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g007.tif"/>
</fig>
<p>The body mass density (&#x3c1;) of the four <italic>Cyclothone</italic> spp. (<italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pygmaea</italic>, and <italic>C. pallida</italic>) sampled from the surface to 700&#xa0;m depth in the Mediterranean Sea ranged from 1.055 to 1.072&#xa0;g cm<sup>&#x2212;3</sup> (1.061 &#xb1; 0.004&#xa0;g cm<sup>&#x2212;3</sup>; g = 1.026&#x2013;1.045). Significant differences were observed among the three species (F<sub>2,124</sub> = 14.19, p&lt;0.001; <italic>C. braueri</italic>: 1.061 &#xb1; 0.004; <italic>C. pallida</italic>: 1.057 &#xb1; 0.003; and <italic>C. pseudopallida</italic>: 1.062 &#xb1; 0.004&#xa0;g cm<sup>&#x2212;3</sup>; <xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref> and <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref>), where the Tukey test showed significant differences between <italic>C. braueri</italic> and <italic>C. pallida</italic> (p&lt;0.001). There was a slight negative correlation between <italic>Cyclothone</italic> body mass density and standard length (r = &#x2212;0.39; N = 127; p&lt;0.001) and depth (r = &#x2212;0.39; N = 127; p&lt;0.001). Although we found a rather low coefficient of determination (R<sup>2</sup>), the correlation between <italic>Cyclothone</italic> body-mass density and standard length was significant (r<sup>2</sup> = 0.15; p&lt;0.001), and significant differences in body-mass density could be established for <italic>C. pseudopallida</italic> (p&lt;0.05, <xref ref-type="table" rid="T5">
<bold>Tables&#xa0;5</bold>
</xref>, <xref ref-type="table" rid="T7">
<bold>7</bold>
</xref> and <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The species of <italic>Cyclothone</italic> with lower mass density (<italic>C. pseudopallida</italic> and <italic>C. pallida</italic>) were sampled at 450 and 650&#xa0;m depth, respectively, while species with high <italic>&#x3c1;</italic> values (<italic>C. braueri</italic> and <italic>C. pygmaea</italic>) were found between 350 and 550&#xa0;m (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Relationship between body-mass density (&#x3c1;, g&#xb7;cm<sup>&#x2212;3</sup>) and <bold>(A)</bold> standard length (mm), and <bold>(B)</bold> depth (m) by <italic>Cyclothone</italic> species.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g008.tif"/>
</fig>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Measurements of the swimbladder of semi-transparent <italic>Cyclothone</italic> spp. examined in this study.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Symbol</th>
<th valign="top" align="center">Unit</th>
<th valign="top" align="center">Range</th>
<th valign="top" align="center">Mean &#xb1; SD</th>
<th valign="top" align="center">Species</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>
<italic>Standard length</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>SL</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">10.92&#x2013;30.00</td>
<td valign="top" align="center">17.68&#xb1; 3.63</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">13.08&#x2013;31.00</td>
<td valign="top" align="center">19.06 &#xb1; 4.02</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Swimbladder Length</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>SwL</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">0.53&#x2013;4.31</td>
<td valign="top" align="center">2.13 &#xb1; 0.69</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">1.34&#x2013;4.63</td>
<td valign="top" align="center">2.25 &#xb1; 0.70</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Swimbladder Height</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>SwH</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">0.30&#x2013;1.55</td>
<td valign="top" align="center">0.78 &#xb1; 0.24</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">0.38&#x2013;0.99</td>
<td valign="top" align="center">0.71 &#xb1; 0.17</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Swimbladder Width</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>SwW</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">0.5&#x2013;2</td>
<td valign="top" align="center">1.04 &#xb1; 0.37</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">0.5&#x2013;2</td>
<td valign="top" align="center">0.99 &#xb1; 0.24</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Swimbladder angle</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>Sw&#x3b8;</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">1.84&#x2013;23.13</td>
<td valign="top" align="center">12.82 &#xb1; 3.98</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">2.80&#x2013;19.01</td>
<td valign="top" align="center">10.81 &#xb1; 4.43</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Long lateral semi-axis</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>a</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">0.26&#x2013;2.15</td>
<td valign="top" align="center">1.06 &#xb1; 0.34</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">0.67&#x2013;2.31</td>
<td valign="top" align="center">1.13 &#xb1; 0.35</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Short lateral semi-axis</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>b</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">0.15&#x2013;0.77</td>
<td valign="top" align="center">0.38 &#xb1; 0.12</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">0.19&#x2013;0.49</td>
<td valign="top" align="center">0.35 &#xb1; 0.08</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Short dorsal semi-axis</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>c</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">0.25&#x2013;1.00</td>
<td valign="top" align="center">0.52 &#xb1; 0.19</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">0.25&#x2013;1.00</td>
<td valign="top" align="center">0.49 &#xb1; 0.12</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Equivalent radius (ESR)</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>(a&#xb7;b&#xb7;c)<sup>1/3</sup>
</italic>
</td>
<td valign="top" align="center">mm</td>
<td valign="top" align="center">0.27&#x2013;1.03</td>
<td valign="top" align="center">0.58 &#xb1; 0.14</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">0.36&#x2013;0.87</td>
<td valign="top" align="center">0.57 &#xb1; 0.11</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>
<italic>Aspect ratio</italic>
</bold>
</td>
<td valign="top" align="center">
<italic>E = c/a</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="center">0.16&#x2013;1.88</td>
<td valign="top" align="center">0.54 &#xb1; 0.26</td>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="center">0.21&#x2013;0.74</td>
<td valign="top" align="center">0.46 &#xb1; 0.12</td>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SD, standard deviation.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3_1">
<label>3.1</label>
<title>
<italic>Cyclothone braueri</italic>
</title>
<p>
<italic>C. braueri</italic> was the only species observed in both sampling areas (the northeast Atlantic and the Mediterranean Sea) and showed similar length distributions in both cases. <italic>C. braueri</italic> presented two modal size classes at 10&#x2013;15 and 15&#x2013;20 mm SL, although the larger size class was in the upper layer (200&#x2013;400 m depth), with a bimodal size distribution (20 and 31&#xa0;mm SL; <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). According to the vertical distribution, <italic>C. braueri</italic> was identified as an upper mesopelagic group (200&#x2013;00 m) both in the Atlantic and the Mediterranean Sea (10&#x2013;30 mm SL) and is characterized by its semitransparent color with light pigmentation. A total of 80 individuals were examined for histological analysis. This species did not present fat tissue (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>), and the regression line was flat both in the Atlantic and the Mediterranean Seas (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The abundance and biomass of <italic>C. braueri</italic> individuals with no fat tissue were high between 200 and 550&#xa0;m depth in the North Atlantic Ocean (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9A, B</bold>
</xref>) and from 300 to 700&#xa0;m depth in the Mediterranean Sea (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9C</bold>
</xref>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>
<bold>(A)</bold> Vertical distribution of fish abundance (dots size) and swimbladders maximum percentage of area with gas (color fill) for <italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> collected with the MOCNESS-1 net (200 &#xb5;m of mesh size) in the northeast Atlantic during the Bathypelagic cruise. <bold>(B)</bold> Vertical distribution of fish biomass (dot size) and swimbladders maximum percentage of area with gas (color fill) for <italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> collected with the MOCNESS-1 net (200 &#xb5;m of mesh size) during Bathypelagic cruise in the North Atlantic Ocean. <bold>(C)</bold>. Vertical distribution of fish abundance, biomass (dot size), and swimbladders maximum percentage area with gas (color fill) for <italic>C. braueri and C. pygmaea</italic> collected with the MOCNESS-1 net (200 &#xb5;m of mesh size) during the IDEADOS cruise in the Western Mediterranean Sea.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g009.tif"/>
</fig>
<p>A total of 215 individuals were used to measure the morphological features of the swimbladder (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). <italic>C. braueri</italic> showed a longer, more flattened, and less wide swimbladder than <italic>C. pseudopallida</italic> (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). We observed significant relationships between swimbladder length, height, width, and standard length. Swimbladder angle and standard length were not significantly correlated. Negative allometric growth was inferred for swimbladder height with standard length, while swimbladder width showed positive allometric growth (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>). Swimbladder volume and equivalent radius (ESR) were also significantly correlated with standard length (p&lt;0.05), with a negative allometric growth (<xref ref-type="fig" rid="f11">
<bold>Figure&#xa0;11</bold>
</xref> and <xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>).</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Relationship between standard length and swimbladder length (SwL), height (SwH), width (SwW), and angle (Sw&#x3b8;) for <italic>C. braueri</italic> (blue dots) and <italic>C. pseudopallida</italic> (yellow dots).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g010.tif"/>
</fig>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Parameters of regressions of swimbladder measurements (Sw<sub>i</sub>, mm) and standard length (SL, mm) for semi-transparent <italic>Cyclothone</italic> species in Atlantic waters Sw<sub>i =</sub> p &#x2217; SL<sup>q</sup> CL (confidence interval).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Species</th>
<th valign="middle" align="center">p</th>
<th valign="middle" align="center">q</th>
<th valign="middle" align="center">Inferior 95% CL of q</th>
<th valign="middle" align="center">Superior 95% CL of q</th>
<th valign="middle" align="center">R<sup>2</sup>
</th>
<th valign="middle" colspan="2" align="center">Growth model</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" align="left"/>
<th valign="middle" colspan="7" align="left">Swimbladder Length&#x2013;Standard Length relationship</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">0.59</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">0.22</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">0.16</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">1.27</td>
<td valign="top" align="center">0.38</td>
<td valign="top" align="center">i</td>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="7" align="left">
<italic>Swimbladder Height&#x2013;Standard Length relationship</italic>
</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">0.12</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">0.45</td>
<td valign="top" align="center">0.84</td>
<td valign="top" align="center">0.17</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">0.20</td>
<td valign="top" align="center">0.42</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">0.11</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="7" align="left">Swimbladder Width&#x2013;Standard Length relationship</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">0.03</td>
<td valign="top" align="center">1.19</td>
<td valign="top" align="center">1.03</td>
<td valign="top" align="center">1.35</td>
<td valign="top" align="center">0.49</td>
<td valign="top" align="center">a<sup>+</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">0.08</td>
<td valign="top" align="center">0.85</td>
<td valign="top" align="center">0.53</td>
<td valign="top" align="center">1.18</td>
<td valign="top" align="center">0.44</td>
<td valign="top" align="center">i</td>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="7" align="left">Swimbladder angle&#x2013;Standard Length relationship</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">6.63</td>
<td valign="top" align="center">0.21</td>
<td valign="top" align="center">&#x2212;0.04</td>
<td valign="top" align="center">0.45</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">12.2</td>
<td valign="top" align="center">&#x2212;0.07</td>
<td valign="top" align="center">&#x2212;0.85</td>
<td valign="top" align="center">0.71</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="7" align="left">Swimbladder volume&#x2013;Standard Length relationship</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">2.28</td>
<td valign="top" align="center">1.91</td>
<td valign="top" align="center">2.65</td>
<td valign="top" align="center">0.42</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">2.16</td>
<td valign="top" align="center">1.45</td>
<td valign="top" align="center">2.87</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="7" align="left">Equivalent radius&#x2013;Standard Length relationship</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">0.88</td>
<td valign="top" align="center">0.41</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="center">0.72</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">0.52</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
<tr>
<th valign="top" align="left"/>
<th valign="top" colspan="7" align="left">Aspect ratio&#x2013;Standard Length relationship</th>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. braueri</italic>
</td>
<td valign="top" align="center">0.05</td>
<td valign="top" align="center">0.76</td>
<td valign="top" align="center">0.47</td>
<td valign="top" align="center">1.05</td>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">i</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>C. pseudopallida</italic>
</td>
<td valign="top" align="center">0.48</td>
<td valign="top" align="center">&#x2212;0.03</td>
<td valign="top" align="center">&#x2212;0.49</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">0.0004</td>
<td valign="top" align="center">a<sup>-</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>p, intercept of the regression models and q, the slope. Growth model: negative allometric (a<sup>&#x2212;</sup>), isometric growth (i), positive allometric growth (a<sup>+</sup>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f11" position="float">
<label>Figure&#xa0;11</label>
<caption>
<p>Relationship between standard length (SL, mm) and swimbladder volume (SwV), equivalent radius (r), and aspect ratio (<inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:mi>E</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>), where <italic>a</italic> is the longitudinal semi-axis and <italic>c</italic> the width semi-axis for <italic>C. braueri</italic> (blue dots) and <italic>C. pseudopallida</italic> (yellow dots).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1093982-g011.tif"/>
</fig>
<p>Body mass density (<italic>&#x3c1;</italic>) collected between 350 and 550&#xa0;m in the Mediterranean Sea ranged from 1.052 to 1.072 g&#xb7;cm<sup>&#x2212;3</sup> (1.061 &#xb1; 0.004&#xa0;g cm<sup>&#x2212;3</sup>; <xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref> and <xref ref-type="fig" rid="f11">
<bold>Figure&#xa0;11</bold>
</xref>). The amount of gas required for neutral buoyancy (V<sub>G</sub>) varied with size and species (range 2%&#x2013;4%). Both minimum and maximum values were found in <italic>C. braueri</italic> (10.3&#x2013;26.2 mm SL).</p>
<table-wrap id="T7" position="float">
<label>Table&#xa0;7</label>
<caption>
<p>Summary of the body-mass density experiment results obtained for species sampled in Mediterranean waters down to 700&#xa0;m depth.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Species/biological group</th>
<th valign="top" align="center">Standard length (mm)</th>
<th valign="top" align="center">Wet weight<break/>(g)</th>
<th valign="top" align="center">Body mass density<break/>(<italic>&#x3c1;</italic>, g&#xb7;cm<sup>&#x2212;3</sup>)</th>
<th valign="top" align="center">Density contrast<break/>(<italic>g</italic>)</th>
<th valign="top" align="center">N</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>Cyclothone braueri</italic>
</td>
<td valign="top" align="center">10.26&#x2013;26.25</td>
<td valign="top" align="center">2.89&#x2013;68.02</td>
<td valign="top" align="center">1.052&#x2013;1.072</td>
<td valign="top" align="center">1.020&#x2013;1.040</td>
<td valign="top" align="center">83</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Cyclothone pseudopallida</italic>
</td>
<td valign="top" align="center">16.58&#x2013;32.89</td>
<td valign="top" align="center">14.34&#x2013;57</td>
<td valign="top" align="center">1.052&#x2013;1.062</td>
<td valign="top" align="center">1.023&#x2013;1.033</td>
<td valign="top" align="center">15</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Cyclothone pygmaea</italic>
</td>
<td valign="top" align="center">20.77</td>
<td valign="top" align="center">27.93</td>
<td valign="top" align="center">1.067</td>
<td valign="top" align="center">1.036</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Cyclothone pallida</italic>
</td>
<td valign="top" align="center">16.83&#x2013;49.67</td>
<td valign="top" align="center">16.11&#x2013;273</td>
<td valign="top" align="center">1.052&#x2013;1.062</td>
<td valign="top" align="center">1.022&#x2013;1.031</td>
<td valign="top" align="center">29</td>
</tr>
<tr>
<td valign="top" align="right">
<bold>
<italic>Mean &#xb1; SD</italic>
</bold>
</td>
<td valign="top" align="center">
<bold>21.84 &#xb1; 7.55</bold>
</td>
<td valign="top" align="center">
<bold>42.08 &#xb1; 43.72</bold>
</td>
<td valign="top" align="center">
<bold>1.060 &#xb1; 0.004</bold>
</td>
<td valign="top" align="center">
<bold>1.029 &#xb1; 0.004</bold>
</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SD, standard deviation.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>
<italic>Cyclothone pseudopallida</italic>
</title>
<p>
<italic>C. pseudopallida</italic>, distributed in the Northeast Atlantic Ocean, presented two modal size classes at 15&#x2013;20 and 20&#x2013;25 mm SL (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref> and <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). According to the vertical distribution, this species was identified as an upper mesopelagic group (200&#x2013;600 m; 10&#x2013;30 mm SL) and is characterized by its semitransparent color with light pigmentation. The size distribution did not show changes with depth. However, this species has a slightly deeper distribution than <italic>C. braueri</italic> (WMD: 677.1 and 547.1&#xa0;m depth, respectively). A total of 14 individuals were examined for histological analysis. This species did not present fat tissue (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). The regression model between the percentage of area with fat tissue and standard length was not significant for this species (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> and <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). However, one individual showed a low percentage of fat tissue (3.17%; 18&#xa0;mm SL). <italic>C. pseudopallida</italic> individuals with no fat tissue were abundant towards the south of the studied area (as biomass), while the maximum percentage of gas (%GAS) gradually decreased for deeper and northern species (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9</bold>
</xref>).</p>
<p>A total of 38 individuals were used to measure the morphological features of the swimbladder. Swimbladder length (SwL) ranged from 0.5 to 4.6&#xa0;mm, with slightly higher mean lengths for <italic>C. pseudopallida</italic> than for <italic>C. braueri</italic>. Swimbladder height (SwH) ranged from 0.4 to 1&#xa0;mm. No differences in swimbladder width (SwW) (0.5&#x2013;2 mm) were observed between semi-transparent species. We observed significant relationships between swimbladder length, width, and standard length (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). Swimbladder angle and standard length were not significantly correlated. A negative allometric growth was inferred for swimbladder height with standard length, while swimbladder width was isometric (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>). Swimbladder volume and equivalent radius (ESR) were also significantly correlated with standard length (p&lt;0.05), with a negative allometric growth (<xref ref-type="fig" rid="f11">
<bold>Figure&#xa0;11</bold>
</xref> and <xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>).</p>
<p>Body mass density (<italic>&#x3c1;</italic>) collected between 450 and 700&#xa0;m in the Mediterranean Sea ranged from 1.052 to 1.062 g&#xb7;cm<sup>&#x2212;3</sup> (1.061 &#xb1; 0.004&#xa0;g cm<sup>&#x2212;3</sup>; <xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref> and <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The amount of gas required for neutral buoyancy (V<sub>G</sub>) varied with size and species (range 2%&#x2013;4%). <italic>C. pseudopallida</italic> was between 2.8 and 3.25% (16.6&#x2013;32.9 mm with 2.8%).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>
<italic>Cyclothone pygmaea</italic>
</title>
<p>
<italic>C. pygmaea</italic> was the only species distributed in the Mediterranean Sea, with the lowest modal size class at 10&#x2013;15 mm SL (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). <italic>C. pygmaea</italic>, characterized by its brown color, was identified as a lower mesopelagic group (region below 600&#xa0;m depth) in the Mediterranean Sea (600&#x2013;700 m; 10&#x2013;25 mm SL) with a highly multimodal size distribution at 600&#x2013;800 m depth (12, 16, and 22&#xa0;mm SL). A total of 18 individuals were examined for histological analysis. The swimbladders of <italic>C. pygmaea</italic> individuals (20&#x2013;26 mm) had a high percentage of the area filled with fat tissue, reaching a half-filled swimbladder at 14.5&#xa0;mm (the maximum standard length is 26&#xa0;mm) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Individuals collected in the lower mesopelagic zone presented 78.5% fat tissue in the swimbladder (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). The maximum percentage of gas (%GAS) gradually decreased with depth in the Mediterranean Sea sampled from 0 to 700&#xa0;m (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9C</bold>
</xref>), where the percentage of area with gas varied from 29% to 46% at the maximum.</p>
<p>Body mass density (<italic>&#x3c1;</italic>) collected between 350 and 550&#xa0;m in the Mediterranean Sea ranged from 1.052 to 1.062 g&#xb7;cm<sup>&#x2212;3</sup> (1.061 &#xb1; 0.004&#xa0;g cm<sup>&#x2212;3</sup>; <xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref> and <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The amount of gas required for neutral buoyancy (V<sub>G</sub>) was 3.6% for 20.77&#xa0;mm SL.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>
<italic>Cyclothone pallida</italic>
</title>
<p>
<italic>C. pallida</italic>, distributed in the Northeast Atlantic Ocean, presented two modal size classes at 20&#x2013;25 and 40&#x2013;50 mm SL (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). It was identified as a deeper meso- and bathypelagic group in the Atlantic (400&#x2013;1,800 m; WMD: 1,150 m) and is characterized by its brown color. We found multimodal size classes in the lower mesopelagic layer (18 and 44&#xa0;mm SL) and between 1,400 and 1,600 m depth (22 and 40&#xa0;mm SL). The SL&#x2013;depth relationship showed a significant positive correlation (r = 0.58, p&lt;0.05). A total of 55 individuals were examined for histological analysis. The regression model between the percentage of area with fat tissue and standard length showed that specimens that reached the bathypelagic layers exhibited 50% swimbladder fat content at 18.3<italic>&#xa0;mm</italic> SL (which are within the 15th and 23rd quantiles of their standard-length distribution). Moreover, these individuals (20&#x2013;50 mm SL) showed a higher variability in the content of fat tissue (FT: 89.4 &#xb1; 10.9%). An almost lipid-full swimbladder (SL<sub>95</sub>) was reached at 35&#xa0;mm SL (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The cells of the gas gland in the small specimens were large, such as those of shallower species (<italic>C. braueri</italic> and <italic>C. pseudopallida</italic>, 20<italic>&#xa0;mm</italic> SL) (see <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The specimens showed a 17% increase in fat tissue size (from 28.5 to 40&#xa0;mm SL; <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). Individuals of <italic>C. pallida</italic> showed a latitudinal variation in the gas percentage between 28% and 55% at 800&#xa0;m depth (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9C</bold>
</xref>).</p>
<p>Body mass density (<italic>&#x3c1;</italic>) collected between 450 and 700&#xa0;m in the Mediterranean Sea ranged from 1.052 to 1.062 g&#xb7;cm<sup>&#x2212;3</sup> (1.061 &#xb1; 0.004&#xa0;g cm<sup>&#x2212;3</sup>; <xref ref-type="table" rid="T7">
<bold>Table&#xa0;7</bold>
</xref> and <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The amount of gas required for neutral buoyancy (V<sub>G</sub>) for deeper species was 2.6%&#x2013;3.1% of gas volume for individuals between 16.8 and 49.7&#xa0;mm SL.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>
<italic>Cyclothone livida</italic>
</title>
<p>
<italic>C. livida</italic>, distributed in the Northeast Atlantic Ocean, presented two modal size classes at 20&#x2013;25 and 25&#x2013;30 mm SL (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). It was identified as a deeper meso- and bathypelagic group in the Atlantic (400&#x2013;1,800 m; WMD: 790.9&#xa0;m) and is characterized by its brown color. This species showed a bimodal size class in the bathypelagic layer (25 and 52&#xa0;mm SL at 1,000&#x2013;1,200 m depth and 32 and 52&#xa0;mm SL at 1,400&#x2013;1,600 m depth; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The SL&#x2013;depth relationship showed a significant positive correlation (r = 0.424, p&lt;0.05; SL&#x2013;Depth<sub>&lt;1,000 m</sub> r = 0.34, p&lt;0.05).</p>
<p>A total of eight individuals were examined for histological analysis. The regression model between the percentage of area with fat tissue and standard length showed that specimens that reached the bathypelagic layers exhibited 50% swimbladder fat content at 22.1<italic>&#xa0;mm</italic> SL (which is within the 15th and 23rd quantiles of their standard-length distribution). The lipid-full swimbladder in <italic>C. livida</italic> was within the maximum values of SL, although the larger sizes were less abundant. An almost lipid-full swimbladder (SL<sub>95</sub>) was reached at 41.8&#xa0;mm SL (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The specimens showed a 23% increase in fat tissue size (from 16 to 33&#xa0;mm SL; <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). A summary of all fat tissue measurements is included in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. The abundance, biomass, and gas content of <italic>C. livida</italic> decreased with depth (35%&#x2013;45% gas between 550&#x2013;850 m depth and 35%&#x2013;0% gas between 1,150 and 1,800 m depth) (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9</bold>
</xref>).</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>
<italic>Cyclothone microdon</italic>
</title>
<p>
<italic>C. microdon</italic>, distributed in the Northeast Atlantic Ocean showed the largest modal size classes at 30&#x2013;35 mm and 35&#x2013;40 mm SL, and the lowest one at 15&#x2013;20 mm (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). As in the two deeper species mentioned above, this species had larger size classes below 800&#xa0;m. It was identified as a deeper meso- and bathypelagic group (400&#x2013;1,800 m; WMD: 1123.7&#xa0;m) and is characterized by its brown color. We found multimodal size classes in the lower mesopelagic layer (18 and 30&#xa0;mm SL) and between 1,200 and 1,400 m depth (38 and 52&#xa0;mm SL; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The SL&#x2013;depth relationship showed a significant positive correlation (SL&#x2013;Depth<sub>&gt;1,000 m</sub> r = 0.43, p&lt;0.05).</p>
<p>A total of 19 individuals were examined for histological analysis. The regression model between the percentage of area with fat tissue and standard length showed that specimens that reached the bathypelagic layers exhibited 50% swimbladder fat content at 18.7<italic>&#xa0;mm</italic> SL (which are within the 15th and 23rd quantiles of their standard-length distribution). These individuals (20&#x2013;50 mm SL) showed higher variability in the content of fat tissue (FT: 89.3 &#xb1; 10.8%). An almost lipid-full swimbladder (SL<sub>95</sub>) was reached at 36.1&#xa0;mm SL. The SL<sub>95</sub> was within the main size class model (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Moreover, the deep species with larger sizes presented reduced gas glands and <italic>rete mirabiles</italic> (0.032 and 0.004 mm<sup>2</sup>, respectively), i.e., reduced total and cell area, a lower number of capillaries, and smaller capillaries than other deep species of smaller size (<italic>C. pallida</italic>; 0.053 and 0.003 mm<sup>2</sup>) (see <xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7</bold>
</xref> and <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), indicating a deterioration in swimbladder functionality with age and depth. According to abundance in vertical distribution and gas (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>), we found three groups of <italic>C. microdon</italic> individuals: the first group was found between 30&#xb0; and 35&#xb0;N with high gas content (45%&#x2013;58%); the second group, between 35&#xb0; and 45&#xb0;N, with 4%&#x2013;12% gas; and the third group of individuals, distributed in the northern stations (55&#xb0;N), with 17%&#x2013;25% gas.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This study provides basic biological parameters (length frequency distribution, swimbladder location within the body, fat tissue content, morphology, and morphometry) and acoustic properties (body mass density, density contrast, and gas volume required for neutral buoyancy) of bristlemouth species analyzed in the North Atlantic Ocean and Mediterranean Sea that are needed to improve the accuracy of backscattering models. Species diversity was different between the Atlantic (<italic>C. braueri</italic>, <italic>C. pseudopallida</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, <italic>and C. microdon)</italic> and the Mediterranean (<italic>C. braueri</italic> and <italic>C. pygmaea</italic>) as previously reported in the literature (<xref ref-type="bibr" rid="B26">Goodyear et&#xa0;al., 1972</xref>; <xref ref-type="bibr" rid="B7">Badcock and Merrett, 1976</xref>; <xref ref-type="bibr" rid="B5">Badcock, 1982</xref>; <xref ref-type="bibr" rid="B75">Roe and Badcock, 1984</xref>; <xref ref-type="bibr" rid="B57">Olivar et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>). However, the only coincident species (<italic>C. braueri</italic>) had similar length and depth distributions in both areas. Our results as well as previous research showed that <italic>Cyclothone</italic> spp. can be grouped according to their distribution in the water column. Shallower species such as <italic>C. braueri</italic> and <italic>C. pseudopallida</italic> were found in the upper mesopelagic layer (<xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>), <italic>C. pygmaea</italic> in the lower mesopelagic layer (<xref ref-type="bibr" rid="B26">Goodyear et&#xa0;al., 1972</xref>), and <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> were observed in the meso- and bathypelagic layers (<xref ref-type="bibr" rid="B7">Badcock and Merrett, 1976</xref>; <xref ref-type="bibr" rid="B8">Badcock and Merrett, 1977</xref>; <xref ref-type="bibr" rid="B45">Marshall, 1979</xref>; <xref ref-type="bibr" rid="B50">Miya and Nemoto, 1986</xref>; <xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>). The <italic>Cyclothone</italic> species occupying the shallower layers tend to be more &#x201c;transparent,&#x201d; while those found in deeper layers are &#x201c;darkly colored&#x201d; (<xref ref-type="bibr" rid="B6">Badcock, 1984</xref>). <italic>Cyclothone</italic> species are non-migrant organisms (<xref ref-type="bibr" rid="B7">Badcock and Merrett, 1976</xref>; <xref ref-type="bibr" rid="B60">Olivar et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>), widely distributed in the water column (from the mesopelagic to the bathypelagic zone), whose vertical distribution could be conditioned by water temperature, oxygen (<xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>), feeding type (<xref ref-type="bibr" rid="B10">Bernal et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B89">Thompson and Kenchington, 2017</xref>), and size of individuals (<xref ref-type="bibr" rid="B1">Agersted et&#xa0;al., 2021</xref>).</p>
<p>The size range of <italic>Cyclothone</italic> captured in the North Atlantic Ocean and Mediterranean Sea was like previous observations in the Atlantic Ocean (Equatorial and Tropical Atlantic, <xref ref-type="bibr" rid="B60">Olivar et&#xa0;al., 2017</xref>; Eastern of the Mid-Atlantic Ocean, <xref ref-type="bibr" rid="B1">Agersted et&#xa0;al., 2021</xref>). <xref ref-type="bibr" rid="B7">Badcock and Merrett (1976)</xref> showed a positive correlation between size and depth for <italic>C. brauer</italic>i, <italic>C. pseudopallida</italic>, and <italic>C. microdon</italic>. In our study, we observed a similar correlation in <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> as larger individuals were found in the deeper layer (bathypelagic zone). Shorter species displayed a shallower location in the water column, close to the productive epipelagic layer. Deeper species appeared more adapted to minimizing energy expenses by limiting consumption rates and energy intake (<xref ref-type="bibr" rid="B46">Maynard, 1982</xref>). Species such as <italic>Cyclothone pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> showed a bimodal size distribution mainly in the bathypelagic zone, while <italic>C. pygmaea</italic> showed a multimodal size distribution between 600 and 800&#xa0;m depth. Therefore, although deeper species are prone to be larger, less abundant modes of shorter species often cohabit at the same depths.</p>
<p>The swimbladder of shallower species was measured directly thanks to their semi-transparency. Measurements of swimbladder length, tilt angle, aspect ratio, and volume were lower in <italic>Cyclothone</italic> spp. than in other larger mesopelagic species previously examined (<xref ref-type="bibr" rid="B37">Kloser et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B91">Yasuma et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B93">Yasuma et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B92">Yasuma et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B80">Scoulding et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B82">Sobradillo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B21">Escobar-Flores et&#xa0;al., 2020</xref>). Although the studied <italic>C. pseudopallida</italic> were larger than <italic>C. braueri</italic> (19.06 &#xb1; 4.02; 17.68 &#xb1; 3.63&#xa0;mm SL, respectively), the lengths of their swimbladders were similar (2.25 &#xb1; 0.70; 2.13 &#xb1; 0.69&#xa0;mm, respectively). Both species showed a negative allometric growth of the swimbladder versus body length. That is, the body grows relatively faster than the swimbladder. <italic>C. braueri</italic>, on the other hand, showed relatively faster growth of the swimbladder. <xref ref-type="bibr" rid="B92">Yasuma et&#xa0;al. (2010)</xref> observed that the swimbladder of myctophids showed positive allometric growth after the onset of gas secretion into the swimbladder. However, regressive growth or atrophy of the swimbladder is also common among myctophids (e.g., <italic>Diaphus theta</italic> and <italic>Symbolophorus californiensis</italic>) and a few other mesopelagic fishes during later stages (<xref ref-type="bibr" rid="B11">Butler and Pearcy, 1972</xref>; <xref ref-type="bibr" rid="B54">Neighbors and Nafpaktitis, 1982</xref>; <xref ref-type="bibr" rid="B92">Yasuma et&#xa0;al., 2010</xref>). The equivalent spherical radius (ESR) values calculated in this study from direct swimbladder measurements (<italic>C. braueri</italic>: 0.27&#x2013;1.03 and <italic>C. pseudopallida</italic>: 0.36&#x2013;0.87 mm) agreed with those modeled for <italic>Cyclothone</italic> spp. by <xref ref-type="bibr" rid="B1">Agersted et&#xa0;al. (2021)</xref> (0.25&#x2013;1.16 mm) and with previous measurements for <italic>C. braueri</italic> (0.6<italic>&#xa0;mm</italic>) in <xref ref-type="bibr" rid="B71">Pe&#xf1;a et&#xa0;al. (2014)</xref>.</p>
<p>Histology is a technique often employed to study the swimbladder and its different components, such as the gas gland and <italic>rete mirabile</italic>, in non-transparent species (<xref ref-type="bibr" rid="B44">Marshall, 1960</xref>; <xref ref-type="bibr" rid="B19">Denton, 1961</xref>; <xref ref-type="bibr" rid="B40">Kuhn et&#xa0;al., 1963</xref>; <xref ref-type="bibr" rid="B31">Horn, 1975</xref>; <xref ref-type="bibr" rid="B53">Neighbors, 1992</xref>). This study shows that shallower <italic>Cyclothone</italic> spp. (<italic>C. braueri</italic> and <italic>C. pseudopallida</italic>) have functional physoclistous swimbladders with well-developed gas glands and <italic>rete mirabiles</italic> and with numerous capillaries. However, deeper, and larger <italic>Cyclothone</italic> species (<italic>C. pygmaea</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic>) present a fat-invested swimbladder and a contraction in the gas gland and <italic>rete mirabile</italic>. On the other hand, the coexistence of two length modes at the same depth strata seen above implies that a small percentage of the organisms sampled in deeper waters could still have some gas in their swimbladder. <xref ref-type="bibr" rid="B31">Horn (1975)</xref> also observed a regression of the gas gland in stromateoid fishes. As these species are larger than <italic>Cyclothone</italic> spp., their gas gland area (0.6&#x2013;8.7 mm<sup>2</sup>) and <italic>rete mirabile</italic> (0.4&#x2013;2 mm) are also proportionally longer and start regressing at larger sizes (40&#x2013;130 mm SL). <xref ref-type="bibr" rid="B42">Macdonald (1975)</xref> found a correlation between <italic>rete mirabile</italic> length and depth in the case of non-regressed swimbladders and a reduction in the number of capillaries in deep species due to degeneration of the swimbladder, as also found for <italic>Cyclothone</italic> spp. in our study (see <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<p>The accumulation of lipids in deeper species provides stable buoyancy and a long-term energy reserve (<xref ref-type="bibr" rid="B11">Butler and Pearcy, 1972</xref>). <xref ref-type="bibr" rid="B31">Horn (1975)</xref> found that the swimbladder degenerates with increasing fish size, first becoming non-functional and ultimately existing only as a small remnant or disappearing completely. Similarly, <xref ref-type="bibr" rid="B53">Neighbors (1992)</xref> reported the atrophy and degradation of cellular components in the swimbladder with age, as observed in this study. It is difficult to establish the exact length at which the swimbladder becomes non-functional for deeper <italic>Cyclothone</italic> species, and we have no evidence of the gas content, but the high fat content and the indications of swimbladder degradation found in this study suggest that a high percentage of those individuals have no gas in their swimbladders. Swimbladder regression is a gradual process that makes it difficult to determine the exact length at which functionality is lost and the swimbladder stops to secrete or reabsorb gas. However, the large biomass of these species in the lower mesopelagic and bathypelagic zones, especially at northern latitudes (<xref ref-type="bibr" rid="B77">Sarmiento-Lezcano et&#xa0;al., 2022</xref>), and the low-scattering layers recorded acoustically (<xref ref-type="bibr" rid="B65">Pe&#xf1;a, 2019</xref>), suggest that no gas is present in their swimbladders. <xref ref-type="bibr" rid="B17">Davison (2011)</xref> allocated small and large fish species to three groups based on the presence of gas in the swimbladders. The author observed that fish in group I showed increasing gas volume with increasing size, while fish in group II exhibited a decrease in the percentage of gas in the swimbladder with age, filling it with lipids. Species in group III never have inflated swimbladders. Davison (op. cit.) also observed the presence of gas in specimens of shallower species in the upper mesopelagic layer (<italic>C. pseudopallida</italic>, range: 18&#x2013;43 mm, and <italic>C. signata</italic>, range: 15&#x2013;35 mm), but not for deeper species in the bathypelagic layer (<italic>C. acclinidens</italic> and <italic>C. pallida</italic>). <xref ref-type="bibr" rid="B44">Marshall (1960)</xref> reported the presence of fat tissue in all <italic>Cyclothone</italic> spp. Examined, with the swimbladder fully adipose in adults of <italic>C. braueri</italic> (larger than 35&#xa0;mm) and <italic>C. livida</italic> (larger than 37&#xa0;mm). We did not find this organ regression in <italic>C. braueri</italic>, probably because our largest specimens were smaller than 31&#xa0;mm. By contrast, we found swimbladder regression in <italic>C. pygmaea</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> starting at 16.5, 17.7, 16, and 21.4&#xa0;mm SL, respectively. Our predictive model determined that 95% of the <italic>C. pygmaea</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic> swimbladders were occupied by fat tissue at 29.2, 35.8, 40.7, and 36&#xa0;mm SL, respectively (see <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). We found fat tissue content in the swimbladder was closely related to fish size and depth location in this deeper species (the larger and deeper, the more fat content), in contrast with the high gas content in the upper mesopelagic zone for <italic>C. braueri</italic> and <italic>C. pseudopallida</italic>. Moreover, semi-transparent species showed relatively faster growth in body length than swimbladder volume and equivalent spherical radius. On the other hand, body-mass density and gas required for neutral buoyancy were higher in <italic>C. braueri</italic> and <italic>C. pygmaea</italic> collected between 350 and 550&#xa0;m than in <italic>C. pallida</italic> and <italic>C. pseudopallida</italic> sampled in the 450&#x2013;700 m layer.</p>
<p>Meso- and bathypelagic fish swimbladder morphology can differ among species as intra- and interspecific variability is common (<xref ref-type="bibr" rid="B43">Marshall, 1951</xref>; <xref ref-type="bibr" rid="B44">Marshall, 1960</xref>). A functional physoclistous swimbladder in meso- and bathypelagic species is composed of a well-developed gas gland and a <italic>rete mirabile</italic> with numerous capillaries (<xref ref-type="bibr" rid="B44">Marshall, 1960</xref>; <xref ref-type="bibr" rid="B19">Denton, 1961</xref>; <xref ref-type="bibr" rid="B40">Kuhn et&#xa0;al., 1963</xref>; <xref ref-type="bibr" rid="B31">Horn, 1975</xref>; <xref ref-type="bibr" rid="B53">Neighbors, 1992</xref>). However, in some cases the swimbladder regresses and replaces its gas with fat tissue as the organism grows (<xref ref-type="bibr" rid="B43">Marshall, 1951</xref>; <xref ref-type="bibr" rid="B44">Marshall, 1960</xref>). Thus, the swimbladder volume occupied by gas decreases, and their walls thicken (<xref ref-type="bibr" rid="B36">Kleckner and Gibbs, 1972</xref>). Some mesopelagic fishes of the Myctophidae family also accumulate fat tissue in their swimbladders, although, in contrast to <italic>Cyclothone</italic> spp., adults of myctophid species with fat-invested swimbladders (<italic>S. leucopsarus</italic> and <italic>D. theta</italic>) can perform extensive vertical migrations without the need to regulate the swimbladder to the surrounding pressure (<xref ref-type="bibr" rid="B87">Taylor, 1968</xref>).</p>
<p>Density and sound speed contrast between the fish body and the surrounding seawater are also important parameters for acoustic scattering models that vary with species, morphology, and vertical distribution (<xref ref-type="bibr" rid="B1">Agersted et&#xa0;al., 2021</xref>). The proportion and composition of lipids in mesopelagic species vary with area or season as well as within species (<xref ref-type="bibr" rid="B11">Butler and Pearcy, 1972</xref>; <xref ref-type="bibr" rid="B35">Kayama and Nevenzel, 1974</xref>). <italic>Cyclothone</italic> density contrast values obtained in this study (1.02 to 1.04) were within previous reported ranges (0.98 to 1.07) for mesopelagic (<italic>Stenobrachius leucopsarus</italic>, <italic>S. nannochir</italic>, <italic>Lampanycrus rirteri</italic>, <italic>L. regalis</italic>, <italic>D. theta</italic>, <italic>Tarletonbeania crenularis</italic>, <italic>Protomyctophum thompsoni</italic>, <italic>P. crockery;</italic> <xref ref-type="bibr" rid="B11">Butler and Pearcy, 1972</xref>) and epipelagic fishes (<italic>G. morhua</italic>; <xref ref-type="bibr" rid="B16">Chu et&#xa0;al., 2003</xref>). Although there was some indication of density contrast variation with depth, the limited depth strata evaluated in this study (&lt;700&#xa0;m depth) precluded us from establishing a clear relationship. However, it has been reported that Gonostomatidae fish species contain 3.1%&#x2013;30% of lipids in relation to dry wet in the mesopelagic zone and 44% in the bathypelagic zone (<xref ref-type="bibr" rid="B56">Nevenzel and Menon, 1980</xref>). Body mass density differences between mesopelagic and bathypelagic <italic>Cyclothone</italic> species were also reported in previous studies (<xref ref-type="bibr" rid="B14">Childress and Nygaard, 1973</xref>; <xref ref-type="bibr" rid="B34">Kayama and Ikeda, 1975</xref>; <xref ref-type="bibr" rid="B56">Nevenzel and Menon, 1980</xref>; <xref ref-type="bibr" rid="B9">Bailey and Robison, 1986</xref>; <xref ref-type="bibr" rid="B52">Neighbors, 1988</xref>; <xref ref-type="bibr" rid="B84">Stickney and Torres, 1989</xref>; <xref ref-type="bibr" rid="B15">Childress et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B17">Davison, 2011</xref>), with shallower <italic>Cyclothone</italic> species (mesopelagic <italic>C. pseudopallida</italic> and <italic>C. signata)</italic> individuals showing a range of 1.048&#x2013;1.078 g/ml) and the <italic>Cyclothone</italic> with regressed swimbladder (meso- and bathypelagic <italic>C. acclinidens</italic> and <italic>C. pallida</italic> individuals showing a range of 1.038&#x2013;1.078 g/ml) (<xref ref-type="bibr" rid="B17">Davison, 2011</xref>; <xref ref-type="bibr" rid="B1">Agersted et&#xa0;al., 2021</xref>).</p>
<p>The gas required for neutral buoyancy (VG) in this study (0%&#x2013;4%) was within the range (0%&#x2013;5%) reported for mesopelagic species with different standard length and body density in <xref ref-type="bibr" rid="B17">Davison (2011)</xref>, including some <italic>Cyclothone</italic> species such as <italic>C. pseudopallida</italic> VG: 2.1%&#x2013;3.1%, &#x3c1;: 1.0500&#x2013;1.0600; SL: 18&#x2013;43 mm), <italic>C. signata</italic> (VG: 1.9%&#x2013;4.7%, &#x3c1;: 1.0475&#x2013;1.0775; SL: 15&#x2013;35 mm), <italic>C. atraria</italic> (VG: 1.2%&#x2013;2.9%, &#x3c1;: 1.0400&#x2013;1.0575; SL: 21&#x2013;47 mm), <italic>C. acclinidens</italic> (VG: 1.0%&#x2013;4.7%, &#x3c1;: 1.0375&#x2013;1.0775; SL: 25&#x2013;61 mm), and <italic>C. pallida</italic> (VG: 1.2%&#x2013;2.9%, &#x3c1;: 1.0400&#x2013;1.0575; SL: 30&#x2013;68 mm). A slight decrease in VG with depth was observed for organisms collected between 350 and 550&#xa0;m and those sampled between 450 and 700&#xa0;m.</p>
<p>
<italic>Cyclothone</italic> spp. are known to account for much of the echo of the very dense scattering layer detected at 400&#x2013;700 m depth at 38 kHz (<xref ref-type="bibr" rid="B71">Pe&#xf1;a et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B3">Ariza et&#xa0;al., 2016</xref>) and could be responsible for deeper layers detected in the bathypelagic zone (<xref ref-type="bibr" rid="B70">Pe&#xf1;a et&#xa0;al., 2021</xref>). To further pursue the acoustic study of these species, we need to employ accurate scattering models. The swimbladder gas content determines whether a gas-bearing or fluid-like model needs to be employed (<xref ref-type="bibr" rid="B68">Pe&#xf1;a et&#xa0;al., 2023a</xref>, <xref ref-type="bibr" rid="B69">Pe&#xf1;a et al., 2023b</xref>). This study contributes to a better understanding of the swimbladder regression process in <italic>Cyctlothone</italic> spp. and the areas of the northeast Atlantic Ocean and the Western Mediterranean Sea where each acoustic typology could be more expected. However, it also points out the need for the development of intermediate models that consider a partially regressed swimbladder that is filled with both lipids and gas. Further knowledge of the point at which gas is no longer needed (when lipids provide enough buoyancy) is also required.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>In summary, swimbladder histological analysis revealed a physoclistous swimbladder structure in the six <italic>Cyclothone</italic> spp. analyzed. For upper mesopelagic species (<italic>C. braueri</italic> and <italic>C. pseudopallida</italic>), the non-regressed swimbladder remained throughout development. However, for the species in the lower mesopelagic and bathypelagic zones (<italic>C. pygmaea</italic>, <italic>C. pallida</italic>, <italic>C. livida</italic>, and <italic>C. microdon</italic>), the presence of fat tissue varied within species and sizes. A regression model estimated that for this last group of species, the swimbladder of <italic>Cyclothone</italic> larger than 36&#x2013;41 mm SL would be completely invested in fat tissue. Thus, while all <italic>Cyclothone</italic> species possess a swimbladder, only small fish in early stages and semi-transparent species inhabiting the upper mesopelagic zone can be expected to contain gas. These species should be acoustically modeled as gas-bearing organisms. Species in the lower mesopelagic zone have some degree of swimbladder regression but could contain some gas. As the swimbladder area with no fat tissue showed irregular shapes, acoustic models representing prolate spheroids are probably not accurate for these organisms. On the other hand, around 90% of the abundance in the bathypelagic zone (mostly of <italic>C. microdon</italic>) is expected to have a gas-depleted swimbladder (particularly in northern latitudes), thus behaving acoustically as a fluid-like species. All the information gathered in this study can be used to improve the acoustic backscattering modeling of <italic>Cyclothone</italic> spp. and thus better infer knowledge from recorded echograms.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>Publicly available datasets were analyzed in this study. This data can be found here: Olivar et al. (2022) <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1594/PANGAEA.947631">https://doi.org/10.1594/PANGAEA.947631</ext-link> and <xref ref-type="bibr" rid="B76">Sarmiento-Lezcano et al. (2023)</xref> <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1594/PANGAEA.95494">https://doi.org/10.1594/PANGAEA.95494</ext-link>.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by the Spanish Ministry of Science and Technology proyect (Bathypelagic, CTM2016-78853-R).</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>AS-L contributed to the species identification, net data collection and processing and carried out the swimbladder measurement and the density experiment. MO contributed to the species identification, data analyses, supervision, and acted as a cruise leader in the SUMMER cruise. MJC performed and examined the histological analysis of the species. MC participated in the density experiment. SH-L designed and promoted the Bathypelagic project and acted as cruise leader in the Bathypelagic cruise. AC designed and controlled the MESOPELAGOS net during both cruises. MP designed and supervised this study and contributed to data curation, data processing, and editing of the manuscript. All authors contributed to article writing and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This research was funded by projects Bathypelagic (CTM2016-78853-R), Ideados (CTM2007-65844-C02-01-02-03), and Desaf&#xed;o (PID2020-118118RB-I00) from the Spanish Ministry of Science and Technology, &#x201c;Sustainable Management of Mesopelagic Resources&#x201d; (SUMMER, 817806) from European Union Horizon 2020 Research and Innovation Programme, and the &#x201c;South and Tropical Atlantic Climate-Based Marine Ecosystem Prediction for Sustainable Management&#x201d; (TRIATLAS, 817578) from European Commission. AS-L was supported by a postgraduate grant (BES-2017-082540) from the Spanish Ministry of Science and Innovation.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the captain and crew of the <italic>R/V Sarmiento de Gamboa</italic> for their support and hard work during the cruise. We also wish to acknowledge the UTM technical support on board. MPO acknowledges the institutional support of the AEI &#x2018;Severo Ochoa Centre of Excellence&#x2019; accreditation (CEX2019-000928-S).</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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