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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
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<issn pub-type="epub">2296-7745</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fmars.2025.1641139</article-id>
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<subj-group subj-group-type="heading">
<subject>Brief Research Report</subject>
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<title-group>
<article-title>Volatilome differences between native and invasive seagrass species in the Caribbean area</article-title>
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<name><surname>Saunier</surname><given-names>Am&#xe9;lie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Coquin</surname><given-names>Salom&#xe9;</given-names></name>
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<name><surname>Hannibal</surname><given-names>Laure</given-names></name>
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<name><surname>Ortole</surname><given-names>C&#xe9;lia</given-names></name>
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<name><surname>de Montgolfier</surname><given-names>Benjamin</given-names></name>
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<name><surname>Lecareux</surname><given-names>Caroline</given-names></name>
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<name><surname>Ormeno</surname><given-names>Elena</given-names></name>
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<name><surname>Fernandez</surname><given-names>Catherine</given-names></name>
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<aff id="aff1"><label>1</label><institution>Aix Marseille Univ, CNRS, Avignon Univ</institution>, <city>IRD</city>, <state>IMBE, Marseille</state>,&#xa0;<country country="fr">France</country></aff>
<aff id="aff2"><label>2</label><institution>AQUASEARCH</institution>, <city>Rivi&#xe8;re-Sal&#xe9;e,</city>,&#xa0;<country country="mq">Martinique</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Am&#xe9;lie Saunier, <email xlink:href="mailto:amelie.saunier@imbe.fr">amelie.saunier@imbe.fr</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-09-26">
<day>26</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1641139</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Saunier, Coquin, Hannibal, Ortole, de Montgolfier, Lecareux, Ormeno and Fernandez.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Saunier, Coquin, Hannibal, Ortole, de Montgolfier, Lecareux, Ormeno and Fernandez</copyright-holder>
<license>
<ali:license_ref start_date="2025-09-26">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Biological invasions are one of the major threats to ecosystem services and biodiversity. Thus, it is crucial to understand the mechanisms involved in the invasion success of alien species. In addition to generalist traits and high tolerance that enable persistence in novel environments, invasive species can use volatile chemical compounds from specialized metabolism [biogenic volatile organic compounds (BVOCs)] to compete with native species, a process known as allelopathy. These compounds could contribute to invasions in marine environments, and the associated mechanisms need to be deciphered. The aim of this study was to characterize the volatilome (i.e., all BVOCs produced by a species) of two Caribbean native seagrass species (<italic>Syringodium filiforme</italic> and <italic>Thalassia testudinum</italic>) and one invasive (<italic>Halophila stipulacea</italic>). For that purpose, leaf samples were collected, and BVOCs were trapped through headspace solid-phase microextraction followed by analyses in GC-MS. <italic>H. stipulacea</italic>&#x2019;s volatilome was significantly different from the two native species, with the presence of compounds showing, in literature, allelochemical properties (e.g., geranyl acetone, 6-methyl, 5-hepten-2-one, and cyclohexane isothiocyanate). We hypothesized that these compounds could be &#x201c;novel weapons&#x201d; to enhance the invasion success of <italic>H. stipulacea</italic>, but it needs further investigations in the laboratory (e.g., mesocosms) as well as <italic>in situ</italic>.</p>
</abstract>
<kwd-group>
<kwd>BVOCs</kwd>
<kwd>seagrass</kwd>
<kwd>biological invasions</kwd>
<kwd>allelopathy</kwd>
<kwd>chemical weapon</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by an internal funding (AOI SUD) and A*MIDEX &#x201c;2022 White Research&#x201d; program through the Benthic-VOC project (AMX-22-RE-AB-081) and the CNRS through the MITI interdisciplinary programs within the GDR OMER (CNRS) for PhD funding.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
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<ref-count count="59"/>
<page-count count="8"/>
<word-count count="3372"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Ecosystem Ecology</meta-value>
</custom-meta>
</custom-meta-group>
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</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Biological invasions are considered as one of the major threats to native ecosystems&#x2019; integrity (<xref ref-type="bibr" rid="B13">Ehrenfeld, 2010</xref>). Invasive species, once settled, can affect ecological processes (<xref ref-type="bibr" rid="B14">Gandhi and Herms, 2010</xref>), engineer ecosystem structure (<xref ref-type="bibr" rid="B11">Crooks, 2002</xref>), or affect community dynamics (<xref ref-type="bibr" rid="B58">Yurkonis et&#xa0;al., 2005</xref>). Therefore, they can significantly alter ecosystem functioning that may result in a significant modification of ecosystem services provided. Moreover, this threat will increase with climate change (<xref ref-type="bibr" rid="B18">Hulme, 2017</xref>). Thus, it is crucial to understand underlying mechanisms to biological invasions to better counteract their consequences. However, most of the studies on biological invasions are performed on terrestrial environments, whereas marine environments are still poorly studied (<xref ref-type="bibr" rid="B26">Lowry et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Ma&#x10d;i&#x107; et&#xa0;al., 2018</xref>) despite the highlighting of numerous biological invasions (<xref ref-type="bibr" rid="B5">Chan and Briski, 2017</xref>; <xref ref-type="bibr" rid="B41">Rilov and Crooks, 2009</xref>).</p>
<p><italic>Halophila stipulacea</italic>, a native seagrass from the Indian Ocean and the Red Sea (<xref ref-type="bibr" rid="B31">Mejia et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B49">Spalding et&#xa0;al., 2003</xref>), is considered a highly invasive species (<xref ref-type="bibr" rid="B25">Lowe et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B55">Winters et&#xa0;al., 2020</xref>). In the Mediterranean Sea, the first occurrences of <italic>H. stipulacea</italic> were recorded in 1894 near Greek coasts following the opening of the Suez Canal in 1869 (<xref ref-type="bibr" rid="B55">Winters et&#xa0;al., 2020</xref>). Even though this species is now found in many places, especially in eastern parts of the Mediterranean Sea (e.g., Greece, Tunisia, Libya, Syria, and Lebanon; <xref ref-type="bibr" rid="B45">Sghaier et&#xa0;al., 2011</xref>), observations point toward a relatively limited &#x201c;invasion success&#x201d; in this region (<xref ref-type="bibr" rid="B36">Nguyen et&#xa0;al., 2020</xref>). However, in the Caribbean Sea, where it was observed for the first time in 2002 near Grenada (<xref ref-type="bibr" rid="B42">Ruiz and Ballantine, 2004</xref>), <italic>H. stipulacea</italic> quickly colonized a large part of the Eastern Caribbean (e.g., Dominica, Martinique, and Virgin Islands) as well as the coasts of South America (e.g., Venezuela) in a decade (<xref ref-type="bibr" rid="B55">Winters et&#xa0;al., 2020</xref>). Moreover, it has been shown that <italic>H. stipulacea</italic> even displaces native seagrass species (e.g., <italic>Syringodium filiforme</italic>) by monopolizing their spaces (<xref ref-type="bibr" rid="B54">Willette and Ambrose, 2012</xref>), whereas in the Mediterranean Sea, <italic>H. stipulacea</italic> forms multispecies beds, especially with <italic>Cymodocea nodosa</italic> (<xref ref-type="bibr" rid="B7">Chiquillo et&#xa0;al., 2023</xref>). These differences in <italic>H. stipulacea</italic> invasion success between both areas is probably due to warmer conditions in the Caribbean Sea compared to the Mediterranean Sea. The actual tropicalization of the Mediterranean Sea could increase the invasiveness potential of <italic>H. stipulacea</italic> (<xref ref-type="bibr" rid="B36">Nguyen et&#xa0;al., 2020</xref>). For example, in Cap Monastir, a small patch of <italic>H. stipulacea</italic> (0.2 ha) covered more than 2 ha after only 4 years and displaced <italic>C. nodosa</italic> (<xref ref-type="bibr" rid="B46">Sghaier et&#xa0;al., 2014</xref>). Thus, this species starts to colonize northern and western parts of the Mediterranean Sea and could be an important problem in the future (<xref ref-type="bibr" rid="B51">Thibaut et&#xa0;al., 2022</xref>).</p>
<p>Numerous studies have highlighted what are the characteristics that make a non-native species a successful invader (<xref ref-type="bibr" rid="B52">Van Kleunen et&#xa0;al., 2010</xref>). In principle, they should present high reproductive capacity (sexual and/or asexual), wide phenotypic plasticity, high dispersal ability, and strong competitive ability. <italic>H. stipulacea</italic> presents those characteristics, namely a high tolerance to irradiance (35 to 450 &#x3bc;mol.m<sup>&#x2212;2</sup>.s<sup>&#x2212;1</sup>), to salinity levels (24 to 70 g.L<sup>&#x2212;1</sup>), as well as to water temperatures (17&#xb0;C&#x2013;42&#xb0;C, <xref ref-type="bibr" rid="B55">Winters et&#xa0;al., 2020</xref>). Moreover, this species also shows a very efficient asexual reproduction by fragmentation or vegetative rhizome growth (<xref ref-type="bibr" rid="B48">Smulders et&#xa0;al., 2017</xref>) and is more fecund than larger seagrass species (<xref ref-type="bibr" rid="B29">Malm, 2006</xref>). Furthermore, the receiving environment should, in theory, exhibit &#x201c;invadable&#x201d; characteristics such as an elevated level of disturbance for the native species, availability of empty niches, a low level of biotic resistance, and a high availability of resources (<xref ref-type="bibr" rid="B37">Olyarnik et&#xa0;al., 2009</xref>). It has been thought that <italic>H. stipulacea</italic> only colonized disturbed native ecosystems. However, new evidence in the field showed that <italic>H. stipulacea</italic> displaces native species in the Caribbean Sea and, to a lesser extent, in the Mediterranean sea (<xref ref-type="bibr" rid="B46">Sghaier et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B54">Willette and Ambrose, 2012</xref>). <xref ref-type="bibr" rid="B7">Chiquillo et&#xa0;al. (2023)</xref> have demonstrated that <italic>H. stipulacea</italic> had a negative impact on <italic>S. filiforme</italic> and <italic>C. nodosa</italic> growth, whereas the presence of native species facilitates <italic>H. stipulacea</italic> settlement in a laboratory experiment. These results strongly indicate that this species is a driver of its own invasion success, implying that <italic>H. stipulacea</italic> can invade intact native ecosystems.</p>
<p>Allelochemicals mostly belong to specialized metabolism and act as defense compounds to suppress other plant competitors (<xref ref-type="bibr" rid="B23">Kong et&#xa0;al., 2019</xref>). Among those compounds, it has been shown that biogenic volatile organic compounds (BVOCs) are allelochemicals in terrestrial environments (<xref ref-type="bibr" rid="B12">Effah et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B44">Santonja et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B56">Xie et&#xa0;al., 2021</xref>). For instance, BVOCs emitted by <italic>Solanum lycopersicum</italic> foliage inhibited seed germination of the tropical species <italic>Amaranthus mangostanus</italic> (<xref ref-type="bibr" rid="B21">Kim and Kil, 2001</xref>). It has been hypothesized that BVOCs from invasive species could enhance their competitiveness since they could inhibit native species germination and/or growth, with the magnitude of the effect being regulated by co-evolution (<xref ref-type="bibr" rid="B9">Clavijo McCormick et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B32">Mollo et&#xa0;al., 2015</xref>). Thus, according to this hypothesis, species A would be more prepared for the biochemicals of species B if they evolved together compared to species C, which came from another biome (<xref ref-type="bibr" rid="B4">Callaway and Ridenour, 2004</xref>). Similar allelopathic processes, involving BVOCs, were also highlighted in marine environments (<xref ref-type="bibr" rid="B1">Allen et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B50">Sudatti et&#xa0;al., 2020</xref>), such as octanol showing an inhibitory effect on spore germination of <italic>Ulva prolifera</italic> (<xref ref-type="bibr" rid="B59">Zhang et&#xa0;al., 2014</xref>). Since BVOCs are lipophilic molecules, they are insoluble in water. When mediating marine species interactions, we consider that they are mainly involved in short-range or contact communication in marine environments (<xref ref-type="bibr" rid="B33">Mollo et&#xa0;al., 2014</xref>). However, they could also act on higher ranges since BVOCs can move in water through filaments over long distances (<xref ref-type="bibr" rid="B53">Webster and Weissburg, 2009</xref>) or their solubility can be punctually increased by water physico-chemical properties (<xref ref-type="bibr" rid="B43">Sander, 2023</xref>). To really decipher the action range of marine BVOCs, further investigations are required.</p>
<p>The aims of this study were to highlight the volatilome (i.e., all volatile compounds from a species) of the three main seagrass species from Martinique. In this area, <italic>H. stipulacea</italic> was detected in 2006 for the first time. Its presence was confirmed in 2010, and since then, the species has shown a wide distribution along the Martinique coasts at the expense of native species, mainly <italic>S. filiforme</italic> (<xref ref-type="bibr" rid="B30">Mar&#xe9;chal et&#xa0;al., 2013</xref>). Our hypothesis is that <italic>H. stipulacea</italic> could have a different volatilome compared to both native species, which might explain a part of its invasion success in the Caribbean area. Moreover, we expected to detect compounds from <italic>H. stipulacea</italic> having allelopathic properties, in comparison to literature, highlighted in terrestrial and marine species.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant material</title>
<p>Three seagrass species were studied: two endemic species, namely, <italic>Thalassia testudinum</italic> and <italic>Syringodium filiforme</italic>, and the invasive species <italic>Halophila stipulacea</italic>. <italic>T. testudinum</italic> and <italic>H. stipulacea</italic> belongs to Hydrochataceae, whereas <italic>S. filiforme</italic> belongs to the Cymodoceaceae family. The three species were located on the same site, Grande Anse d&#x2019;Arlet (N14&#xb0;29&#x2019;34&#x2019;&#x2019;O61&#xb0;5&#x2019;10&#x2019;&#x2019;). Sampling was done on the 27th of November 2024 and kept in seawater during the transportation to the laboratory.</p>
</sec>
<sec id="s2_2">
<title>Headspace solid-phase microextraction</title>
<p>BVOCs collection was performed according to methods used in <xref ref-type="bibr" rid="B10">Coquin et&#xa0;al. (2024)</xref>. It was done within 24h after seagrass harvesting. Before collection, each sample was taken out of the tanks, and each leaf was gently scraped with a scalpel to remove epiphytes while taking care to prevent leaf damage. One gram of cut fresh leaves was placed into small pieces in 20-ml glass vials and hermetically sealed with PTFE/silicone septa. Vials were maintained in a water bath at 50&#xb0;C for 10 min for equilibrium, and the headspace solid-phase microextraction collection took place for 1h. Collection of BVOCs from the headspace was carried out manually using an SPME fiber (DVB/CAR/PDMS, Supelco Co., Bellefonte, USA). Blanks were performed using the same vials without plant material. After sampling, the SPME fibers were stored at &#x2212;20&#xb0;C before injection in GC-MS. BVOCs collection was carried out in six replicates for each species.</p>
</sec>
<sec id="s2_3">
<title>Gas chromatography&#x2013;mass spectrometry analyses</title>
<p>Analyses were performed according to methods used in <xref ref-type="bibr" rid="B10">Coquin et&#xa0;al. (2024)</xref> on a GC instrument (7890B GC, Agilent Technologies, Santa Clara, USA) equipped with an HP5-MS column (30 m &#xd7; 0.25 mm &#xd7; 0.25 &#x3bc;m, Agilent Technologies, Santa Clara, USA) coupled to an MS instrument (MSD5977A, Agilent Technologies, Santa Clara, USA). Thermal desorption of the fibers was directly carried out to the GC column through the injector for 15 min at 250&#xb0;C in splitless mode. The gradient temperature was initially set at 70&#xb0;C (2 min), then reached 200&#xb0;C at 3&#xb0;C/min<sup>&#x2212;1</sup> and finally reached 315&#xb0;C at 15&#xb0;C/min<sup>&#x2212;1</sup>. This temperature was, then, held for 5 min. Helium was used as a carrier gas with a constant flow of 1 ml/min<sup>&#x2212;1</sup>. The EI mode was operated at 70 eV, and the mass range was 40&#x2013;450 amu. The identification of VOCs was based on the comparison of their retention indices (RIs), determined using the retention times of a series of alkanes (C<sub>8</sub> to C<sub>40</sub>), and on a spectral match with the NIST20 mass spectral libraries. In parallel, blank samples, which consisted of sampling without plant material, were performed. Then, compounds detected in blanks were subtracted from samples.</p>
</sec>
<sec id="s2_4">
<title>Chemical profile</title>
<p>To highlight chemical profiles of each species, compounds were classed according to their chemical family/biosynthesis pathway (alcohol, alkane, alkene, aldehyde, benzenoid, terpene, sulfur/nitrogen compound, halogenated compound, and other). Then, relative abundances of groups, in percentage, were calculated. Moreover, a Venn diagram was built according to detected specific compounds per species through Venny 2.0.2 (<ext-link ext-link-type="uri" xlink:href="https://bioinfogp.cnb.csic.es/tools/venny/index2.0.2.html">https://bioinfogp.cnb.csic.es/tools/venny/index2.0.2.html</ext-link>).</p>
</sec>
<sec id="s2_5">
<title>Statistical analyses</title>
<p>All statistical analyses were performed on absolute abundances with R software (4.3.3) and metaboanalyst (<ext-link ext-link-type="uri" xlink:href="https://www.metaboanalyst.ca/">https://www.metaboanalyst.ca/</ext-link>). Partial Least Squares&#x2013;Discriminant Analysis (PLS-DA) was performed with the RVAideMemoire and pls packages on non-transformed and auto-scaled (mean 0, standard deviation 1) data, giving all compounds equal weight. To highlight volatilome differences according to species, PERMANOVA and pairwise tests were performed to test differences between groups (1,000 permutations for each). VIP scores (Variable Importance in Projection), obtained through PLS-DA, were used to highlight the ten most discriminant compounds. A VIP score summarizes the variable contribution to the model. A variable is considered relevant for the model when its VIP score is above 1. Then, Kruskal&#x2013;Wallis tests followed by a Dunn post-hoc test were performed on these compounds between species after checking the normality and the homoscedasticity of the dataset.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>A total of 104 compounds were detected (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Files S1</bold></xref>), with 90, 89, and 85 compounds present in <italic>H. stipulacea</italic>, <italic>S. filiforme</italic>, and <italic>T. testudinum</italic>, respectively (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1A</bold></xref>). The three species shared numerous compounds but also presented specific compounds (6 for <italic>H. stipulacea</italic>, 8 for <italic>S. filiforme</italic>, and 3 for <italic>T. testudinum</italic>). Volatilome profiles between species were quite different, with alcohol (e.g., 3-hexen-1-ol) being the major component of <italic>S. filiforme</italic> and <italic>T. testudinum</italic> (24.6 and 74.5%, respectively, <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1B</bold></xref>). Then, <italic>S. filiforme</italic> volatilome included alkene (16.9%, e.g., 1-pentadecene) and aldehyde (9.6%, e.g., decanal). Concerning <italic>T. testudinum</italic>, the second major components were aldehyde (5.8%) followed by alkane (5.6%). By contrast, for <italic>H. stipulacea</italic>, major compounds of its volatilome were alkanes, representing 35% (e.g., tridecane), followed by aldehyde (15.8%) and alcohol (9.6%).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p><bold>(A)</bold> Venn diagram based on detected compounds for each species and <bold>(B)</bold> Volatilome profiles according to chemical families (alcohol, alkane, alkene, aldehyde, ketone, benzenoid, terpene, sulfur and/or nitrogen compound, halogenated compound, and other) in relative abundance (%) according to the species with <italic>n</italic>=6.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1641139-g001.tif">
<alt-text content-type="machine-generated">A Venn diagram and a bar chart illustrate associations and chemical compositions of three seagrass species: Halophila stipulacea, Syringodium filiforme, and Thalassia testudinum. In the Venn diagram, the largest overlap shows seventy-three compounds shared by all. The bar chart compares the relative abundance of various compounds like alcohol, alkane, and alkene in each species, with distinctive color codes indicated in the legend.</alt-text>
</graphic>
</fig>
<p>Then, to go further, PLS-DA were performed to take into account the volatilome profile as well as the compounds abundance (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). The Classification Error Rate (CER) equals to 0.14, indicated that this analyse was quite robust. PLS-DA showed that volatilomes were graphically separated from each other, suggesting that the three species had different volatilomes (in terms of compounds and abundance). This result was confirmed by PERMANOVA, indicating a significant effect of species (<italic>p</italic>-value&lt;0.01). Then, pairwise test was performed to highlight differences between species and clearly showed that <italic>H. stipulacea</italic> volatilome was different from the two other species (<italic>p</italic>-value&lt;0.01) whereas native species did not show any difference in their volatilome. According to VIP scores extracted from PLS-DA (1.5&lt;VIP scores, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Files S2</bold></xref>), 10 compounds were highlighted as the most discriminant between the three species (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>PLS-DA performed on peak intensities of all detected compounds according to species. PERMANOVA and pairwise tests were performed with 1,000 permutations, <italic>n</italic>=6 and ns=<italic>p</italic> &gt; 0.05 et **=0.001&lt;<italic>p</italic>&lt;0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1641139-g002.tif">
<alt-text content-type="machine-generated">Scatter plot showing three species: *H. stipulacea* (red), *S. filiforme* (green), and *T. testudinum* (blue), differentiated by elliptical clusters. Axes represent Component 1 (22.3% variance) and Component 2 (15.4% variance). PERMANOVA indicates significant species differences (**). Pairwise tests indicate significance between *H. stipulacea* with both *S. filiforme* and *T. testudinum*, but not between *S. filiforme* and *T. testudinum*. CER is 0.14.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Peak intensities of the ten most discriminant compounds (based on VIP scores from PLS-DA) according to the species.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Compounds</th>
<th valign="middle" align="center"><italic>H. stipulacea</italic></th>
<th valign="middle" align="center"><italic>S. filiforme</italic></th>
<th valign="middle" align="center"><italic>T. testudinum</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">pentadecane</td>
<td valign="middle" align="center">291139734 &#xb1; 32968046 a</td>
<td valign="middle" align="center">12518137 &#xb1; 2639858 b</td>
<td valign="middle" align="center">19473312 &#xb1; 3890254 b</td>
</tr>
<tr>
<td valign="middle" align="left">geranyl acetone</td>
<td valign="middle" align="center">11892425 &#xb1; 1297379 a</td>
<td valign="middle" align="center">5339537 &#xb1; 1226886 b</td>
<td valign="middle" align="center">3367621 &#xb1; 544173 b</td>
</tr>
<tr>
<td valign="middle" align="left">tetradecane</td>
<td valign="middle" align="center">10529653 &#xb1; 930601 a</td>
<td valign="middle" align="center">1168082 &#xb1; 337676 b</td>
<td valign="middle" align="center">2437330 &#xb1; 370721 b</td>
</tr>
<tr>
<td valign="middle" align="left">3-hexen-1-ol</td>
<td valign="middle" align="center">n.d. c</td>
<td valign="middle" align="center">4930033 &#xb1; 3690997 bc</td>
<td valign="middle" align="center">1587266248 &#xb1; 322438591 a</td>
</tr>
<tr>
<td valign="middle" align="left">dodecanal</td>
<td valign="middle" align="center">13125210 &#xb1; 1726599 a</td>
<td valign="middle" align="center">2074243 &#xb1; 675814 b</td>
<td valign="middle" align="center">3133752 &#xb1; 390225 b</td>
</tr>
<tr>
<td valign="middle" align="left">6-methyl, 5-hepten-2-one</td>
<td valign="middle" align="center">34805172 &#xb1; 8800795 a</td>
<td valign="middle" align="center">546438 &#xb1; 546438 b</td>
<td valign="middle" align="center">n.d. b</td>
</tr>
<tr>
<td valign="middle" align="left">benzaldehyde</td>
<td valign="middle" align="center">27021028 &#xb1; 8618983 a</td>
<td valign="middle" align="center">7818287 &#xb1; 3554188 ab</td>
<td valign="middle" align="center">n.d. b</td>
</tr>
<tr>
<td valign="middle" align="left">undecanal</td>
<td valign="middle" align="center">3188719 &#xb1; 930280 a</td>
<td valign="middle" align="center">596118 &#xb1; 390743 b</td>
<td valign="middle" align="center">188084 &#xb1; 188084 b</td>
</tr>
<tr>
<td valign="middle" align="left">cyclohexane, isothiocyanate</td>
<td valign="middle" align="center">25580448 &#xb1; 6938908 a</td>
<td valign="middle" align="center">1960997 &#xb1; 899917 b</td>
<td valign="middle" align="center">3386687 &#xb1; 1319280 b</td>
</tr>
<tr>
<td valign="middle" align="left">1-dodecanol</td>
<td valign="middle" align="center">12630120 &#xb1; 2095409 a</td>
<td valign="middle" align="center">3120520 &#xb1; 1107447 b</td>
<td valign="middle" align="center">4112568 &#xb1; 1332406 b</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>n.d. means not detected.</p>
<p>Kruskall-Walis tests followed by a Dunn <italic>post hoc</italic> test were performed to highlight significant differences between species with a &gt; b &gt; c. Mean &#xb1; SE and <italic>n</italic>=6.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Nine of the 10 most discriminant compounds were present in higher quantities in <italic>H. stipulacea</italic> by 2 to 63-fold more. Only 3-hexen-1-ol abundance were higher in <italic>T. testudinum</italic> compared to both other species.</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Our results showed, for the first time in the Caribbean area, that the invasive seagrass <italic>H. stipulacea</italic> had a volatilome significantly different from both native species, <italic>S. filiforme</italic> and <italic>T. testudinum</italic> (both showing similar volatilomes). This suggests that volatilomes do not seem to be driven by phylogeny since both species belonging to the same family showed different volatilomes (<italic>T. testudinum</italic> and <italic>H. stipulacea</italic> from the Hydrochataceae family). Similar findings have been highlighted on bryophytes (<xref ref-type="bibr" rid="B57">Y&#xe1;&#xf1;ez-Serrano et&#xa0;al., 2024</xref>). Moreover, our results revealed the presence of several compounds in <italic>H. stipulacea</italic> volatilome, highlighted as allelochemicals in literature. For instance, within the most discriminant compounds, apocarotenoids (geranyl acetone and 6-methyl, 5-hepten-2-one also known as sulcatone) and isothiocyanates (cyclohexane, isothiocyanate) have shown strong allelopathic effects in terrestrial and marine species, as discussed below (<xref ref-type="bibr" rid="B34">Moreno et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B35">Motmainna et&#xa0;al., 2021</xref>).</p>
<p>Regarding the apocarotenoids, <xref ref-type="bibr" rid="B20">J&#xfc;ttner (1979)</xref> showed an inhibition of cyanobacterial growth when exposed to 6-methyl, 5-hepten-2-one and even a lethal effect for geranyl acetone. Similar inhibitory effects on growth were highlighted on a green microalga, <italic>Auxenochlorella pyrenoidosa</italic>, until a concentration threshold (10mg.ml<sup>&#x2212;1</sup>) where no growth was observed (<xref ref-type="bibr" rid="B19">Ikawa et&#xa0;al., 2001</xref>). That could result in disturbances of both glucose uptake and respiration and/or on pigment production as shown on freshwater isolates of <italic>Chromobacterium lividum</italic> and <italic>Arthrobacter</italic> sp (<xref ref-type="bibr" rid="B40">Reichardt, 1981</xref>). Another type of allelochemical has been highlighted in our study, namely cyclohexane isothiocyanate. This compound belongs to isothiocyanates, well known to be produced through the degradation of glucosinolates by the enzyme myrosinase (<xref ref-type="bibr" rid="B22">Kliebenstein et&#xa0;al., 2005</xref>). It has been shown that Brassicaceae extracts, the main terrestrial plant family producing isothiocyanates (<xref ref-type="bibr" rid="B39">Ramirez et&#xa0;al., 2020</xref>), reduced germination and growth in several legume species such as <italic>Phaseolaris vulagri, Medicago sativa</italic>, and <italic>Cuscuta campestris</italic> (<xref ref-type="bibr" rid="B2">Almhemed and Ustuner, 2023</xref>; <xref ref-type="bibr" rid="B8">Choesin and Boerner, 1991</xref>; <xref ref-type="bibr" rid="B47">Smith, 2000</xref>). It has to be noted that other compounds detected in <italic>H. stipulacea</italic> present also allelopathic impacts (<italic>e.g.</italic>, DMS, dihydroactinidiolide, and terpenoids), although they are less abundant than the previously discussed compounds. All together, these compounds could help <italic>H. stipulacea</italic> in its invasion success and to settle into a new habitat and replace native species, but this needs further investigation.</p>
<sec id="s4_1">
<title>Study limitations</title>
<p>Observations from previous works showed that <italic>H. stipulacea</italic> affected native species growth under control and field conditions in both Caribbean and Mediterranean seas and even, replaced them in some specific locations (<xref ref-type="bibr" rid="B7">Chiquillo et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B46">Sghaier et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B54">Willette and Ambrose, 2012</xref>). This invasion success can be explained by its high tolerance to wide ranges of environmental conditions implying a better capacity to compete with native species (<xref ref-type="bibr" rid="B55">Winters et&#xa0;al., 2020</xref>). In addition, allelopathic effects from <italic>H. stipulacea</italic> could potentially enhance its invasion success but this is not investigated yet. Our work brings evidence on the presence of several compounds with such properties present in higher abundances in the invasive species (e.g., isothiocyanates and apocarotenoids). Even though allelopathic effects of these compounds were not tested in this study, these compounds have shown allelopathic effects in literature. Moreover, the <italic>H. stipulacea</italic> exotic volatilome, compared to native species, could be an advantage for its invasion success in this region (<xref ref-type="bibr" rid="B55">Winters et&#xa0;al., 2020</xref>). According to the theory, the strength of allelopathic effects is conditioned by evolutionary history shared by community species (<xref ref-type="bibr" rid="B3">Callaway and Aschehoug, 2000</xref>; <xref ref-type="bibr" rid="B16">Hierro and Callaway, 2021</xref>). Therefore, the introduction of an alien species in a native environment can alter habitats by releasing specialized metabolites (volatile and non-volatile) and can be considered as a &#xab; novel weapon &#xbb; for the successful invasion of an alien species (<xref ref-type="bibr" rid="B4">Callaway and Ridenour, 2004</xref>). It has been already demonstrated, in terrestrial environments, with greater allelopathic effects of the invasive weed <italic>Chromolaena odorata</italic>, originating from South America, on Chinese native species compared to another South American species (<xref ref-type="bibr" rid="B17">Hu and Zhang, 2013</xref>). For <italic>H. stipulacea</italic>, all these hypotheses still need to be tested, especially because in some cases, neutral or even positive allelopathic effects can also be observed (<xref ref-type="bibr" rid="B38">Orr et&#xa0;al., 2005</xref>). To answer these questions, it would be necessary to perform growth experiment on native species exposed to BVOCs from both invasive and native species under laboratory and field conditions (<xref ref-type="bibr" rid="B15">Gross, 2023</xref>; <xref ref-type="bibr" rid="B27">Lv et&#xa0;al., 2021</xref>). It would be also necessary to determine the range of action of these compounds (short <italic>vs.</italic> long distances) with diffusion tests and concentration assessments directly into water. Moreover, it is well known that phenolic compounds, another type of specialized metabolites that are non-volatile, have allelopathic effects (<xref ref-type="bibr" rid="B24">Li et&#xa0;al., 2010</xref>). Since it has been shown that <italic>H. stipulacea</italic> produce this type of compounds (<xref ref-type="bibr" rid="B6">Chebaro et&#xa0;al., 2024</xref>, highlighted only for their bioactive properties and not their ecological roles), it is possible that <italic>H. stipulacea</italic> allelopathic effects on native species could also results from those non-volatile compounds. Thus, it would be interesting to evaluate allelopathic potential of combined volatile and non-volatile metabolites to have the full picture of <italic>H. stipulacea</italic> allelopathic potential.</p>
</sec>
</sec>
<sec id="s5">
<title>Perspectives</title>
<p>Detection of potential allelochemical is just the first step to highlight allelopathic interactions in marine invasive species such <italic>H. stipulacea</italic>. Further investigations are required to understand if and how these compounds impact competition between marine native and invasive species. That would help to better understand <italic>H. stipulacea</italic> dynamics and evaluate its invasion success under current and future environmental conditions.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>. Further inquiries can be directed to the corresponding author.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>AS: Formal Analysis, Writing &#x2013; review &amp; editing, Conceptualization, Investigation, Writing &#x2013; original draft. SC: Formal Analysis, Writing &#x2013; review &amp; editing, Conceptualization, Investigation, Writing &#x2013; original draft. LH: Investigation, Writing &#x2013; review &amp; editing,&#xa0;Writing &#x2013; original draft. CO: Writing &#x2013; original draft, Investigation, Writing &#x2013; review &amp; editing. BdM: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Investigation. CL: Investigation, Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. EO: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. CF: Conceptualization, Investigation, Writing &#x2013; review &amp; editing, Writing &#x2013; original draft.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>Data used in this study were partly produced through the technical facilities of the &#x201c; Metabolomics and Natural Products Chemistry service &#x201c; (IMBE, Marseille). We also thank Aquasearch for their help on the field.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Authors CO and BdM were employed by AQUASEARCH.</p>
<p>The remaining 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="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</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&#xa0;and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2025.1641139/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1641139/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
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