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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.2022.865751</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>Untargeted Metabolomics Yields Insights Into the Lipidome of <italic>Botrylloides niger</italic> Herdman, 1886, An Ascidian Invading the Mediterranean Sea</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Della Sala</surname>
<given-names>Gerardo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/808639"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Coppola</surname>
<given-names>Daniela</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1702918"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Virgili</surname>
<given-names>Riccardo</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1387885"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vitale</surname>
<given-names>Giovanni Andrea</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1709918"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tanduo</surname>
<given-names>Valentina</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1671959"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Teta</surname>
<given-names>Roberta</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/515154"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Crocetta</surname>
<given-names>Fabio</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1018488"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Pascale</surname>
<given-names>Donatella</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1238416"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Ecosustainable Marine Biotechnology, Stazione Zoologica Anton Dohrn</institution>, <addr-line>Naples</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Integrative Marine Ecology, Stazione Zoologica Anton Dohrn</institution>, <addr-line>Naples</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Dipartimento di Farmacia, Universit&#xe0; degli Studi di Naples Federico II</institution>, <addr-line>Naples</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Francesco Tiralongo, University of Catania, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Tiziana Cappello, University of Messina, Italy; Agustinus R. Uria, Hokkaido University, Japan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Gerardo Della Sala, <email xlink:href="mailto:gerardo.dellasala@szn.it">gerardo.dellasala@szn.it</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Biology, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>865751</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Della Sala, Coppola, Virgili, Vitale, Tanduo, Teta, Crocetta and de Pascale</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Della Sala, Coppola, Virgili, Vitale, Tanduo, Teta, Crocetta and de Pascale</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>Human-mediated dispersal of alien species in new biogeographic realms is one of the major drivers of biodiversity change in marine ecosystems. Among others, ascidians are invasive species spreading worldwide, thus causing ecological and economic harms in the recipient environments. An integrated taxonomic approach on selected samples allowed the identification of <italic>Botrylloides niger</italic> Herdman 1886 as a non-indigenous ascidian forming large aggregates and outcompeting native species in the Fusaro Lake (central-western Mediterranean Sea). This led to the opportunity to investigate in deep its metabolome for the first time. Untargeted mass spectrometry-based metabolomics unveiled <italic>B. niger</italic> to be a source of nutraceuticals and bioactive natural products, such as lysophospholipids, sulfonolipids, polyunsaturated fatty acids, sphingolipids, monoacylglycerols, and alkaloids. Even if causing ecosystem alterations, our results suggest that <italic>B. niger</italic> could be exploited for nutritional and/or pharmaceutical purposes, thereby turning a treat in a resource.</p>
</abstract>
<kwd-group>
<kwd>alien ascidians</kwd>
<kwd>fouling communities</kwd>
<kwd>lipids</kwd>
<kwd>alkaloids</kwd>
<kwd>mass spectrometry</kwd>
<kwd>molecular networking</kwd>
<kwd>natural products</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="121"/>
<page-count count="19"/>
<word-count count="9459"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>1 Introduction</title>
<p>Ascidians (Tunicata) are important members of marine benthic communities, with over 3000 species described worldwide inhabiting polar, tropical, and temperate environments, either in shallow or deeper habitats (<xref ref-type="bibr" rid="B102">Shenkar and Swalla, 2011</xref>). Their phylogenetic relatedness to vertebrates, coupled with a somehow fast and easy development <italic>in vitro</italic>, has attracted the attention of developmental biologists since centuries (<xref ref-type="bibr" rid="B17">Corbo et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B25">Dehal et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B47">Imai et&#xa0;al., 2006</xref>). In the last decades, ascidians also generally raised additional interest as potential alternative food sources in human consumption due to the presence of compounds with high nutritive content, such as proteins, amino acids, lipids, and secondary metabolites (<xref ref-type="bibr" rid="B120">Zhao and Li, 2016</xref>; <xref ref-type="bibr" rid="B76">Palanisamy et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B112">Watters, 2018</xref>; <xref ref-type="bibr" rid="B32">Dou and Dong, 2019</xref>), and examples of wide phenotypic and environmental plasticity, which is turn reflected in a high invasive potential (<xref ref-type="bibr" rid="B12">Bullard and Carman, 2009</xref>; <xref ref-type="bibr" rid="B116">Zhan et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B92">Rocha et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B3">Atalah et&#xa0;al., 2021</xref>). Moreover, they are source of a variety of bioactive chemical compounds, which include peptides, alkaloids, polyethers, macrolides, terpenes, and polysulfides (<xref ref-type="bibr" rid="B76">Palanisamy et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B48">Imperatore et&#xa0;al., 2019</xref>). Finally, ascidians are also emerging as model organisms for several studies including immunobiology, allorecognition, angiogenesis and whole-body regeneration, and their extensive regenerative capacity is developing huge interests in regenerative medicine and ageing research (<xref ref-type="bibr" rid="B4">Ballarin et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B90">Rinkevich et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B38">Gasparini et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B36">Franchi et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B58">Lauzon et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B91">Rinkevich et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B110">Voskoboynik and Weissman, 2015</xref>).</p>
<p>Noteworthy, these variegate interests of the scientific biological community also often merge in target species. Just to mention, the Korean common sea squirt <italic>Halocynthia roretzi</italic> (Drasche, 1884), reared and exploited as a commercial seafood in Japan and Korea (<xref ref-type="bibr" rid="B74">Oh et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B43">Hirose et&#xa0;al., 2009</xref>), possesses lipids that positively affected the health of diabetic/obese KK-Ay mice (<xref ref-type="bibr" rid="B66">Mikami et&#xa0;al., 2010</xref>) and ingestion of its plasmalogen enhances and keeps cognitive function through induction of neuronal growth and neuroprotective effects (<xref ref-type="bibr" rid="B111">Watanabe et&#xa0;al., 2020</xref>). The clubbed tunicate <italic>Styela clava</italic> Herdman, 1881, widely cultured in Asian countries (<xref ref-type="bibr" rid="B52">Ko et&#xa0;al., 2012</xref>), is in turn not only invading the Mediterranean Sea and nearby areas (<xref ref-type="bibr" rid="B24">Davis and Davis, 2010</xref>), but also possesses important compounds with variegate properties, including ACE (angiotensin-converting enzyme) inhibition (<xref ref-type="bibr" rid="B52">Ko et&#xa0;al., 2012</xref>) and antioxidant, immunomodulatory, and anticancer activities (<xref ref-type="bibr" rid="B51">Kim, 2011</xref>; <xref ref-type="bibr" rid="B50">Ju et&#xa0;al., 2014</xref>). Finally, specimens of the <italic>Ciona intestinalis</italic> (Linnaeus, 1767) species complex, although often reported as a sea pests in several countries worldwide, leading to conspicuous economic losses (<xref ref-type="bibr" rid="B117">Zhan et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B7">Bouchemousse et&#xa0;al., 2016</xref>), possess abundant phospholipids and polyunsaturated fatty acids (PUFAs) with importance to human health, thus suggesting that they could become an excellent alternative source of n-3 fatty acids (<xref ref-type="bibr" rid="B119">Zhao et&#xa0;al., 2015</xref>). Moreover, natural products (NPs) derived from ascidians have also led to the production of promising drugs already marketed for the treatment of specific cancers, such as ecteinascidine 743 or Trabectedin (Yondelis<sup>&#xae;</sup>) from <italic>Ecteinascidia turbinata</italic> Herdman, 1880 and the peptide dehydrodidemnin B or Plitidepsin (Aplidin<sup>&#xae;</sup>) from <italic>Aplidium albicans</italic> (Milne Edwards, 1841) (<xref ref-type="bibr" rid="B85">Ramesh et&#xa0;al., 2021</xref>).</p>
<p>Interest about ascidians is somehow eased by their ecology, as species are often abundant in shallow waters of enclosed and semi-enclosed basins such as ports, marinas, and lagoons, where they settle on artificial substrates and form high biomasses in a short time-frame (<xref ref-type="bibr" rid="B13">Bullard et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B56">Lambert, 2009</xref>; <xref ref-type="bibr" rid="B57">Lambert, 2019</xref>). Although this on one hand makes them a possible threat to local communities due to physical substrate dominance and release of secondary metabolites that can harm benthic assemblages (<xref ref-type="bibr" rid="B80">Prado et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B68">Minchin and Sides, 2006</xref>; <xref ref-type="bibr" rid="B60">Lengyel et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B112">Watters, 2018</xref>), on the other it guarantees easy rearing and harvesting (<xref ref-type="bibr" rid="B23">Davis, 1995</xref>; <xref ref-type="bibr" rid="B62">Manr&#xed;quez and Castilla, 2007</xref>).</p>
<p>In this context, investigation of compounds extracted from alien ascidians may help shedding light not only in their ecological role in localities where they are introduced, but also in a possible practical use as nutritional or bioactive compounds, thus turning a treat in a resource. Charting metabolic diversity of complex natural extracts and identify novel compounds at an early stage of the research, is high challenging. Metabolomics and dereplication (i.e., early identification of already known NPs), have become more routine in the fields of NP discovery (<xref ref-type="bibr" rid="B14">Caso et&#xa0;al., 2019</xref>), environmental research (<xref ref-type="bibr" rid="B105">Teta et&#xa0;al., 2021</xref>), and ecotoxicology (<xref ref-type="bibr" rid="B28">De Marco et&#xa0;al., 2022</xref>), and may rely upon advanced and sensitive spectroscopic techniques (NMR, mass spectrometry) (<xref ref-type="bibr" rid="B15">Cappello, 2020</xref>). High resolution liquid chromatography coupled with tandem mass spectrometry (LC-HRMS/MS) represents a well-suited untargeted methodology to capture the entire metabolome (i.e., the chemical profile of low molecular weight metabolites) within a heterogeneous mixture, thus enabling a deep and sensitive dereplication. Indeed, high resolution metadata and acquisition of fragmentation spectra are useful in that they provide &#x201c;fingerprints&#x201d; of detected metabolites, thereby facilitating their identification. Many bioinformatic tools are currently available for handling such amount of metadata and provide a bird&#x2019;s eye perspective of the chemical profile of a certain extract. Among these tools, to explore large MS data sets, the Feature-Based Molecular Networking represents a suitable means for fast detection, annotation and visualization of known compounds and their novel analogues as well as for discovery of completely new NPs (<xref ref-type="bibr" rid="B72">Nothias et&#xa0;al., 2020</xref>).</p>
<p>Herein for the first time, as far of our knowledge, we assessed the metabolome of the colonial ascidian <italic>Botrylloides niger</italic> Herdman, 1886, a renown tropical invader which already expanded its distributional range from tropical Western Atlantic to Eastern and Western Pacific (<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B92">Rocha et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B73">Nydam et&#xa0;al., 2021</xref>) and is now emerging as an invasive species also in the Mediterranean Sea.</p>
</sec>
<sec id="s2">
<title>2 Material and Methods</title>
<sec id="s2_1">
<title>2.1 Study Area and Field Work</title>
<p>The Fusaro Lake (Bacoli, central Tyrrhenian Sea, central-western Mediterranean Sea) is a brackish water body situated within the Campi Flegrei Regional Park (<uri xlink:href="https://www.parcodeicampiflegrei.it/">https://www.parcodeicampiflegrei.it/</uri>) and the biggest of the four Phlegraean lagoons. The lake is connected to the Tyrrhenian Sea by three channels, although only the middle one is operative, and therefore it constitutes the only source of water exchange with the sea. During fieldwork held in June 2020 and aimed to investigate the fouling biota of the local dock wall (40.8229 N, 14.0498 E), several unidentified botryllid colonies were sampled from 0 to 2 meters. Samples were first photographed <italic>in situ</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) with a Olympus Em1 mkII camera equipped with a Zuiko 60 mm f 2.8, then scraped from hard substrates with the help of underwater knives, placed in single plastic bags filled with seawater, and brought to the Laboratory of Benthos of the Stazione Zoologica Anton Dohrn (SZN, Naples, Italy), where they were cleaned from possible contaminants (algae and other organisms adhering them) for further laboratory work.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>
<italic>Botrylloides niger</italic> Herdman, 1886 from the Fusaro Lake channel (Bacoli, central Tyrrhenian Sea, Mediterranan Sea). <bold>(A)</bold> Colony forming an aggregate on the dock wall. <bold>(B)</bold> Colony overgrowing a specimen of <italic>Styela plicata</italic> (Lesueur, 1823). <bold>(C)</bold> Colony growing amidst serpulids and other tunicates. <bold>(D)</bold> A close-up showing zooids placement and atrial openings.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>2.2 Identification of the Colonies</title>
<p>The examination of the colonies external morphology with the help of a Zeiss Axio Zoom.V16 (Germany) microscope yielded an identification to genus level (see below). Then, since morphological identification of botryllid taxa could be deceiving, often resulting in high misidentification rates even when carried out by ascidian specialists (see discussions in <xref ref-type="bibr" rid="B10">Brunetti, 2009</xref>; <xref ref-type="bibr" rid="B92">Rocha et al., 2019</xref>; <xref ref-type="bibr" rid="B107">Viard et&#xa0;al., 2019</xref>), five colonies were randomly selected for DNA barcoding. After dissection, total genomic DNA was extracted from single zooids using the DNeasy<sup>&#xae;</sup> Blood &amp; Tissue kit (Qiagen, Hilden, Germany), following the protocol as in <xref ref-type="bibr" rid="B21">Crocetta et&#xa0;al. (2020)</xref>. Samples were then fixed in ethanol 99.9% and preserved in the collection of the Laboratory of Benthos, SZN (SZN-B-809ASC11A&#x2013;813ASC11E). Partial sequences of the <italic>Cytochrome c Oxidase subunit I</italic> (COI) gene were amplified from each DNA sample using the primers designed by <xref ref-type="bibr" rid="B35">Folmer et&#xa0;al. (1994)</xref>. Polymerase chain reactions (PCRs) were conducted in 25 &#xb5;L volume reaction as in <xref ref-type="bibr" rid="B104">Tanduo et&#xa0;al. (2021)</xref>. Amplification was performed with an initial denaturation at 95&#xb0;C (5 min), followed by 39 cycles of denaturation at 95&#xb0;C (1 min), annealing at 45&#xb0;C (1 min), extension at 72&#xb0;C (1 min), with a final extension at 72&#xb0;C (5 min). The PCR products were purified and Sanger sequenced at the Molecular Biology and Sequencing Service of SZN through an Automated Capillary Electrophoresis Sequencer 3730 DNA Analyzer (Applied Biosystems, CA, USA), using the BigDye<sup>&#xae;</sup> Terminator v3.1 Cycle Sequencing Kit (Life Technologies, UK). Chromatograms for each sequence were then quality checked, assembled, and edited using Sequencher v.5.0.1 (GeneCodes, MI, USA). The identity of sequences obtained was finally checked through the Basic Local Alignment Search Tool (<uri xlink:href="https://blast.ncbi.nlm.nih.gov/Blast.cgi">https://blast.ncbi.nlm.nih.gov/Blast.cgi</uri>) (<xref ref-type="bibr" rid="B70">Morgulis et&#xa0;al., 2008</xref>).</p>
</sec>
<sec id="s2_3">
<title>2.3 Phylogenetic Analyses</title>
<p>Since the BLAST results mostly reported high similarity (see below) with several sequences deposited as <italic>Botrylloides niger</italic> [or incorrectly as <italic>B. nigrum</italic>: see discussions in <xref ref-type="bibr" rid="B95">Ryland (2015)</xref> on <italic>Botrylloides</italic> being a masculine gender], a barely-reported alien species in the Mediterranean Sea, unpublished sequences obtained here were also included in a small phylogenetic framework as to further confirm the identification of the samples and to eventually compare them with sequences coming from other worldwide localities.</p>
<p>The NCBI data mining revealed the presence of twenty-eight COI partial sequences of <italic>B. niger</italic>/<italic>nigrum</italic>. However, the analysis of seven of them (MH367290, MH367289, KX650766, KX138503, KX138502, KT693199, and MH235543) revealed the presence of gaps producing misalignment, and thus they were excluded <italic>a priori</italic>. Then, by subsequently deleting identical sequences (MW858360, MT637961, MW817940, LR828514, MT232728, MT232723, KT693201, KT693200, KT693198, MW278779, KP254541, and HF548559/NC_021467), only nine sequences of <italic>B. niger</italic> were used for the subsequent phylogenetic analyses (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In addition, four sequences of <italic>Botrylloides diegensis</italic> Ritter &amp; Forsyth, 1917 and one single sequence each of <italic>Symplegma brakenhielmi</italic> (Michaelsen, 1904) and <italic>Symplegma viride</italic> Herdman, 1886 were also added to our alignment (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). <italic>Botrylloides diegensis</italic> is a species often misidentified in the Mediterranean as <italic>Botrylloides leachii</italic> (Savigny, 1816) and is known to be the sister taxon of <italic>B. niger</italic> (<xref ref-type="bibr" rid="B73">Nydam et&#xa0;al., 2021</xref>). <italic>Symplegma</italic> Herdman, 1886 taxa were chosen as outgroup of botryllids in view of recent phylogenetic studies (<xref ref-type="bibr" rid="B77">Perez-Portela et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B107">Viard et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B73">Nydam et&#xa0;al., 2021</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>GenBank COI partial sequences of <italic>Botrylloides</italic> and <italic>Symplegma</italic> species used in the molecular analyses and associated accession numbers and voucher data (localities obtained from GenBank and/or relevant paper/s).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Taxon</th>
<th valign="top" align="center">Deposited as</th>
<th valign="top" align="center">Voucher/Haplotype</th>
<th valign="top" align="center">GenBank</th>
<th valign="top" align="center">Locality</th>
<th valign="top" align="center">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>Botrylloides diegensis</italic> [see <xref ref-type="bibr" rid="B107">Viard et&#xa0;al. (2019)</xref>]</td>
<td valign="top" align="left">
<italic>Botrylloides leachii</italic>
</td>
<td valign="top" align="left">BA-TR</td>
<td valign="top" align="left">HG931921</td>
<td valign="top" align="left">Taranto Gulf, Italy</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B40">Griggio et&#xa0;al. (2014)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides diegensis</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides diegensis</italic>
</td>
<td valign="top" align="left">IC3/BDH1</td>
<td valign="top" align="left">MW579604</td>
<td valign="top" align="left">Incheon, South Korea</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B59">Lee and Shin (2021)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides diegensis</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides diegensis</italic>
</td>
<td valign="top" align="left">YP5/BDH2</td>
<td valign="top" align="left">MW579605</td>
<td valign="top" align="left">Yangpo, South Korea</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B59">Lee and Shin (2021)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides diegensis</italic> [see <xref ref-type="bibr" rid="B107">Viard et&#xa0;al. (2019)</xref>]</td>
<td valign="top" align="left">
<italic>Botrylloides leachii</italic>
</td>
<td valign="top" align="left">P11</td>
<td valign="top" align="left">LR828517</td>
<td valign="top" align="left">Mar Piccolo, Taranto, Italy</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B96">Salonna et&#xa0;al. (2021)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="center">SZN-B-809ASC11A&#x2013;813ASC11E</td>
<td valign="top" align="left">OM866151</td>
<td valign="top" align="center">Fusaro Lake, Bacoli, Naples, Italy</td>
<td valign="top" align="left">This study</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">11Mar19-2-20</td>
<td valign="top" align="left">MT637960</td>
<td valign="top" align="left">Puerto Rico, USA</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B103">Streit et&#xa0;al. (2021)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">IRAR2/COI-A</td>
<td valign="top" align="left">KU711782</td>
<td valign="top" align="left">Florida, USA</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">IRC30/COI-B</td>
<td valign="top" align="left">KU711783</td>
<td valign="top" align="left">Florida, USA</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">PR12/COI-C</td>
<td valign="top" align="left">KU711784</td>
<td valign="top" align="left">San Juan, Puerto Rico</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">PR11/COI-D</td>
<td valign="top" align="left">KU711785</td>
<td valign="top" align="left">San Juan, Puerto Rico</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">MXA05/COI-E</td>
<td valign="top" align="left">KU711786</td>
<td valign="top" align="left">Veracruz, Mexico</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">BZ1/COI-F</td>
<td valign="top" align="left">KU711787</td>
<td valign="top" align="left">Twin Cayes, Belize</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">VZ6/COI-G</td>
<td valign="top" align="left">KU711788</td>
<td valign="top" align="left">Margarita, Venezuela</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Botrylloides niger</italic>
</td>
<td valign="top" align="left">
<italic>Botrylloides nigrum</italic>
</td>
<td valign="top" align="left">HI19/COI-H</td>
<td valign="top" align="left">KU711789</td>
<td valign="top" align="left">Hawaii, USA</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Symplegma brakenhielmi</italic>
</td>
<td valign="top" align="left">
<italic>Symplegma brakenhielmi</italic>
</td>
<td valign="top" align="left">MUZAC6326</td>
<td valign="top" align="left">LS992554</td>
<td valign="top" align="left">Olbia, Sardinia, Italy</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B63">Mastrototaro et&#xa0;al. (2019)</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Symplegma viride</italic>
</td>
<td valign="top" align="left">
<italic>Symplegma viride</italic>
</td>
<td valign="top" align="left">11Mar1911</td>
<td valign="top" align="left">MT637979</td>
<td valign="top" align="left">Puerto Rico</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B103">Streit et&#xa0;al. (2021)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Specimens sequenced in this study highlighted in bold.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Sequences were aligned using ClustalW (2.1) on the CIPRES Science Gateway (<xref ref-type="bibr" rid="B67">Miller et&#xa0;al., 2010</xref>), using default parameters. The alignment was trimmed and then used to infer phylogenies through maximum likelihood (ML) and Bayesian Inference (BI) methods. The GTR+I evolutionary model was selected through the AICc (corrected Akaike Information Criterion) algorithm, implemented in JModelTest 2 v.0.1.10 (<xref ref-type="bibr" rid="B22">Darriba et&#xa0;al., 2012</xref>), as the best-fit model for the alignment produced.</p>
<p>ML analysis was performed using RAxML v.2.0 (<xref ref-type="bibr" rid="B33">Edler et&#xa0;al., 2021</xref>), using 1000 rapid bootstrap pseudo-replicates under the aforementioned evolutionary model. BI was instead performed using MrBayes v.3.2.5 (<xref ref-type="bibr" rid="B46">Huelsenbeck and Ronquist, 2001</xref>) for 10 million generations, a sampling interval every 1000 generations, and discarding 25% of the produced trees. Tracer v1.7.1 (<xref ref-type="bibr" rid="B84">Rambaut et&#xa0;al., 2018</xref>) was used to check the convergence of Markov chain Monte Carlo (MCMC) runs. The trees obtained were checked by eye in FigTree v.1.4.4 (<xref ref-type="bibr" rid="B83">Rambaut, 2018</xref>) and edited in Adobe Illustrator 2019 23.1.1 (Adobe, USA).</p>
</sec>
<sec id="s2_4">
<title>2.4 Preparation of Crude Extract</title>
<p>Approximately 30 g of sample was defrosted for the extraction, cut into small pieces, and left in water (1:20 w/v) overnight (O/N) at 20&#xb0;C for removing salts. Then, the sample was extracted with methanol (1:20 w/v), O/N at 20&#xb0;C. The organic phase was dried under vacuum at the rotary evaporator (R-100, BUCHI, Flawil, Switzerland) to afford about 250 mg of crude extract. The extract was fractionated by reversed-phase (RP18) column chromatography, eluted with a linear gradient of H<sub>2</sub>O/MeOH (v/v, from 50:50 to 0:100 over 1 h) yielding three fractions (50-75-100% MeOH), which were then chemically characterized by molecular networking analysis of tandem MS data. Moreover, two additional samples of <italic>B. niger</italic>, collected in different areas of the Fusaro Lake channel, were subjected to methanol extraction for qualitative assessment of reproducibility in the metabolite composition. Crude extracts from the three replicates were shown to contain a similar chemical profile by LC-HRMS/MS analysis.</p>
</sec>
<sec id="s2_5">
<title>2.5 Liquid Chromatography - High Resolution Tandem Mass Spectrometry (LC-HRMS<sup>2</sup>)</title>
<p>The RP18 eluted fractions were dissolved in methanol at a concentration of 1 mg/mL for LC-HRMS<sup>2</sup> analyses. MS experiments were performed using a Thermo LTQ Orbitrap XL high-resolution ESI mass spectrometer equipped with a Thermo U3000 HPLC system (Thermo Fisher Scientific, Waltham, MA, USA), which included a solvent reservoir, in-line degasser, binary pump, and refrigerated autosampler. A 5-&#x3bc;m Kinetex C18 column (50 &#xd7; 2.10 mm), maintained at room temperature, was eluted at 200 &#x3bc;L&#xb7;min<sup>&#x2212;1</sup> with H<sub>2</sub>O (supplemented with 0.1% HCOOH) and CH<sub>3</sub>OH, using a gradient elution. The gradient program was set as follows: 30% CH<sub>3</sub>OH 1 min, 30%&#x2212;100% CH<sub>3</sub>OH over 30 min, 100% CH<sub>3</sub>OH 10 min. Mass spectra were acquired in the positive ion detection mode. MS parameters were as follows: a spray voltage of 4.8 kV, a capillary temperature of 285&#xb0;C, a sheath gas rate of 32 units N<sub>2</sub> (ca. 150 mL/min), and an auxiliary gas rate of 15 units N<sub>2</sub> (ca. 50 mL/min). Data were collected in the data-dependent acquisition mode, in which the five most intense ions of a full-scan mass spectrum were subjected to HRMS<sup>2</sup> analysis. The <italic>m/z</italic> range for data dependent acquisition was set between 100 and 2000 amu. HRMS<sup>2</sup> scans were obtained with CID fragmentation, an isolation width of 2.0, normalized collision energy of 35, activation Q of 0.250, and an activation time of 30 ms. HPLC profiles of the RP18 eluted fractions have been reported in the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figures S7&#x2013;S13</bold>
</xref>).</p>
</sec>
<sec id="s2_6">
<title>2.6 LC-HRMS<sup>2</sup> Data Processing and Molecular Networking</title>
<p>LC-HRMS<sup>2</sup> data from RP18 eluted fractions were processed together to generate a unique molecular network, using a previously reported method (<xref ref-type="bibr" rid="B27">Della Sala et&#xa0;al., 2020</xref>). MS raw files were imported into MZmine 2.53 (<xref ref-type="bibr" rid="B78">Pluskal et&#xa0;al., 2010</xref>). Mass detection was performed on .mzXML data and centroided masses with mass level 1 and mass level 2, by keeping the noise level at 1000 and 100, respectively. The ADAP chromatogram algorithm was used to build chromatograms setting a minimum height of 1000 and <italic>m/z</italic> tolerance of 0.05 (or 20 ppm). As it regards chromatogram deconvolution, the baseline cut-off algorithm was employed with the following settings: minimum height peak = 1000, peak duration range = 0.0&#x2013;10.0 min, baseline level = 100, <italic>m/z</italic> range for MS<sup>2</sup> scan = 0.05, retention time range = 0.5 min. Chromatogram peaks were aligned by using the Join aligner algorithm (<italic>m/z</italic> tolerance at 0.05 or 20 ppm, absolute RT tolerance at 0.5 min). [M+Na&#x2013;H], [M+K&#x2013;H], [M+Mg&#x2212;2H], [M+NH<sub>3</sub>], [M-Na+NH<sub>4</sub>], [M+1, <sup>13</sup>C] adducts were filtered out by setting the maximum relative height at 100%. Peaks without associated MS<sup>2</sup> spectra were filtered out from the peak list. Processed mass data were exported to .mgf file for GNPS and the relevant chromatographic information (retention times and peak areas) were exported to a .csv file in order to generate the molecular network displayed in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, by using the Feature Based Molecular Networking (FBMN) tool (<xref ref-type="bibr" rid="B72">Nothias et&#xa0;al., 2020</xref>). FBMN parameters were set as follows: precursor ion mass tolerance = 0.02, fragment ion mass tolerances = 0.1 Da, cosine score &#x2265; 0.7, minimum matched fragment ions = 4. The following GNPS databases have been selected for the spectral library search: CCMS_ProteomeDatabases, CCMS_School_2019, CCMS_SpectralLibraries, RMSV000000248, and speclibs. The molecular network was visualized and analyzed in Cytoscape version 3.7.2. Chromatographic data in the .csv file were mapped to the relevant nodes in the generated network (available at <uri xlink:href="https://gnps.ucsd.edu/ProteoSAFe/status.jsp?task=85d850e022d043c29ec013db633c5e91">https://gnps.ucsd.edu/ProteoSAFe/status.jsp?task=85d850e022d043c29ec013db633c5e91</uri>, accessed on 27/10/2021). MS tandem spectra of all compounds reported in the molecular network can be found by accessing the GNPS link.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>3 Results</title>
<sec id="s3_1">
<title>3.1 Morphological and Molecular Analysis of the Samples</title>
<p>The colonies showed morphological features peculiar to the genus <italic>Botrylloides</italic> Milne Edwards, 1841. The zooids were closely placed to each other, jointed anteriorly by elongated dorsal lip margins which created the typical zooids succession (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The cloacal openings were present at the end of each cloacal canal, which were formed by several single atrial openings of each zooids, hence lacking atrial siphons. On the contrary, in the genus <italic>Botryllus</italic> Gaertner, 1774, the cloacal opening is formed by the jointed atrial siphons projections of each zooids which surround the opening, giving a star-shaped morphology which is typical of the genus (see <xref ref-type="bibr" rid="B10">Brunetti, 2009</xref>).</p>
<p>A 602 base pairs (bp) partial sequence of the COI gene was obtained from the five colonies, with all sequences resulting identical each other. They were deposited in GenBank under the single accession number OM866151. The sequences shared high similarity with 28 sequences deposited as <italic>Botrylloides niger</italic> (96.04&#x2013;100%), including one of a specimen (NC_021467: 99.83%) from the eastern Mediterranean Sea (Achziv, Israel) formerly deposited as <italic>Botrylloides</italic> aff. <italic>leachii</italic> (<xref ref-type="bibr" rid="B94">Rubinstein et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B40">Griggio et&#xa0;al., 2014</xref>), that was also subsequently declared by <xref ref-type="bibr" rid="B96">Salonna et&#xa0;al. (2021)</xref> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) to be identical to specimens from Italy (Mar Piccolo, Taranto). However, it also showed high similarity with two sequences deposited as <italic>Botryllus schlosseri</italic> (Pallas, 1766) from India (KT693191: 100%; MH367291: 97.01%), and a single sequence (MG009579: 99.36%) deposited as <italic>Botrylloides</italic> aff. <italic>leachii</italic>, again from the Mediterranean coast of Israel (<xref ref-type="bibr" rid="B86">Reem et&#xa0;al., 2017</xref>). High similarities also include all worldwide sequences of <italic>B. niger</italic> deposited by <xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>, including two haplotypes also found in the eastern Mediterranean coast of Israel (COI-A: KU711782; COI-B: KU711783), the former of which perfectly matches (once trimmed to the same length) both HF548559/NC_021467 and our sequences. All the other taxa deposited in GenBank showed lower similarities (&#x2264;90.53%), thus excluding conspecificity. However, concerning the two mismatches listed above, there are solid morphological and molecular evidences to discriminate the two genera <italic>Botrylloides</italic> and <italic>Botryllus</italic>, suggesting that the two Indian specimens mentioned above were misidentified (see also <xref ref-type="bibr" rid="B11">Brunetti et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B87">Reem et&#xa0;al., 2018</xref>), whereas the paper by <xref ref-type="bibr" rid="B86">Reem et&#xa0;al. (2017)</xref> suffers of various taxonomic uncertainties, only partially solved by other authors (<xref ref-type="bibr" rid="B107">Viard et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B73">Nydam et&#xa0;al., 2021</xref>).</p>
<p>After trimming, the final alignment used for phylogenetic analyses consisted of 16 sequences of 529 bp (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data Sheet</bold>
</xref>). The ML (&#x2212;<italic>lnL</italic> = 1587.16) and BI (&#x2212;<italic>lnL</italic> = 1731.83 for run 1; &#x2212;<italic>lnL</italic> = 1731.78 for run 2) analyses produced congruent tree topologies (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Sequences obtained in this study fell (bootstrap, bs = 92, posterior probabilities, pp = 1) within all the <italic>B. niger</italic> haplotypes found by <xref ref-type="bibr" rid="B101">Sheets et al. (2016)</xref> and colleagues, and in particular clustered within the haplotypes COI-A, COI-F, and COI-H, whereas the remaining haplotypes (COI-B&#x2013;COI-E, COI-G) formed an internal clade, although with a low support (bs = 56, pp = 0.98). Present results further confirm the identification of our samples as <italic>B. niger</italic> and are in agreement with the low haplotype divergence reported by <xref ref-type="bibr" rid="B101">Sheets et&#xa0;al. (2016)</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>COI phylogenetic tree obtained from the alignment of 16 terminals. Numbers above/below branches represent bootstrap values (bs) and bayesian posterior probabilities (pp). Specimens sequenced in this study highlighted in bold.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>3.2 MS-Based Molecular Networking Analysis of <italic>Botrylloides niger</italic> Metabolome</title>
<p>A sample of the marine tunicate <italic>B. niger</italic> was extracted with MeOH to yield the crude organic extract, which was then purified using a reversed-phase column chromatography on RP-18 silica gel.</p>
<p>Aiming to gain a comprehensive metabolome analysis, RP-18 eluted fractions, rather than the whole organic extract, were analysed individually by LC-HRMS<sup>2</sup> as this approach allows to reduce the number of co-eluting metabolites and improve the quality of MS tandem spectra when untargeted fragmentation is used (<xref ref-type="bibr" rid="B98">Scarpato et&#xa0;al., 2020</xref>). After each full MS scan, the five most intense ions in the spectrum were fragmented in subsequent MS<sup>2</sup> scans to generate data for the construction of a unique molecular network (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), representative of all RP-18 fractions, by using the FBMN tool, available on the online platform GNPS (<xref ref-type="bibr" rid="B72">Nothias et&#xa0;al., 2020</xref>). Mass spectra were acquired in the positive ion detection mode (mass accuracy &#x2264; 3 ppm). Based upon similarity of the MS fragmentation patterns, FBMN allows to <italic>i</italic>) group molecules with a similar chemical architecture into molecular families (molecular clusters), <italic>ii</italic>) associate these clusters with compounds reported in public available databases, and <italic>iii</italic>) identify substructures within a given molecule through detection of molecular fragments shared with known metabolites, thereby providing useful hints for structural elucidation of compounds.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Molecular network of the organic extract from <italic>Botrylloides niger</italic>. Nodes are labelled with parent mass and the colour of each node is mapped to chemical class assigned by integration of molecular networking data with extensive analysis of MS tandem spectra of the metabolites. Nodes annotated by the GNPS reference database are represented as diamonds. Edge thickness reflects cosine score similarity and node size is related to metabolite amounts (peak area).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g003.tif"/>
</fig>
<p>Merging molecular networking data with an in-depth investigation of MS<sup>2</sup> spectra, led to the structural prediction of almost 70 metabolites from the organic extract of <italic>B. niger</italic>, which were assigned to nine chemical classes, namely glycerophosphocholines, glycerophosphoethanolamines, glycosphingolipids, sphingoid bases, sulfonolipids, fatty acids and derivatives, monoacylglycerols, indole alkaloids, and alkyl purines. In the network (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), the colour of each node is mapped to the relevant chemical class of the metabolite, and the size of the node is proportional to the spectral peak area of the metabolite for a visual relative quantification. Only six nodes could be annotated by comparison with the GNPS spectral database and are represented as diamonds in the network. Overall, most clusters have been shown to be related to glycerophospholipids, including lyso-glycerophosphocholines (<italic>see</italic> par 3.2.1.1), lyso-phosphatidylethanolamines (<italic>see</italic> par 3.2.1.2), and fatty acids and derivatives (<italic>see</italic> par 3.2.4). Nodes (highlighted in grey in the network) associated neither with known NPs nor with compounds predicted in this study, may indicate the presence of novel compounds, which deserve further studies to be isolated and structurally elucidated.</p>
<sec id="s3_2_1">
<title>3.2.1 Glycerophospholipids</title>
<sec id="s3_2_1_1">
<title>3.2.1.1 Lyso-Glycerophosphocholines (Lyso-GPCs)</title>
<p>Lyso-GPCs are a class of lipids featuring a glycerophosphocholine backbone, with one free hydroxyl function, at either the <italic>sn</italic>-1 or the <italic>sn</italic>-2 position. While the <italic>sn</italic>-2 position is usually esterified with a long chain fatty acid (monoacyl GPCs), the OH at the <italic>sn</italic>-1 position may bear either a long chain acyl (monoacyl GPCs) or alkyl/alkenyl group (monoalkyl/alkenyl GPCs).</p>
<p>The product ion spectra generated from the [M+H]<sup>+</sup> ions of lyso-glycerophosphocholines appeared to be dominated by the presence of a) the [M+H-H<sub>2</sub>O]<sup>+</sup> fragment ion, derived from the neutral loss of a water molecule from the glycerol unit or the phosphate group and b) the diagnostic phosphocholine ion at <italic>m/z</italic> 184.0733 (C<sub>5</sub>H<sub>15</sub>O<sub>4</sub>NP<sup>+</sup>) (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>S1A</bold>
</xref>). Additional ions giving structural information were of low abundance but still useful for structural characterization. Fragment ions arisen from trimethylamine loss [M+H-59.0730]<sup>+</sup> or sequential losses of water and trimethylamine [M+H-H<sub>2</sub>O-59.0730]<sup>+</sup>, were indicative of the choline moiety. Moreover, ions generated by fragmentation of the phosphocholine [M+H-183.0655]<sup>+</sup>, revealed the acyl-, alkyl, or -alkenyl glycerol backbone (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>The fragmentation patterns of lyso-glycerophosphocholines <bold>(A)</bold>. Chemical structure of a representative lyso-glycerophosphocholine from <italic>Botrylloides niger</italic>, namely 1-myristoyl-<italic>sn</italic>-glycero-3-phosphatidylcholine (LPC 14:0) <bold>(B)</bold> and HR ESI-MS<sup>2</sup> spectrum of the relevant [M+H]<sup>+</sup> adduct <bold>(C)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g004.tif"/>
</fig>
<p>In monoacyl GPCs, also known as lysophosphatidylcholines, fatty acyl substituents could be also indirectly inferred from the presence of the glycerylphosphorylcholine fragment ion at <italic>m/z</italic> 258.1101 (C<sub>8</sub>H<sub>21</sub>O<sub>6</sub>NP<sup>+</sup>) and the corresponding dehydrated ion, as resulting from losses of the fatty acid groups as ketene and carboxylic acid, respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<p>Among lyso-GPCs, putative octadecenoyl GPC and octadecenyl GPC hydroperoxides were identified, as revealed by a neutral loss of 34.0055 Da, arising from fragmentation of the hydroperoxy group (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Lyso-glycerophosphocholines identified in the organic extract from <italic>Botrylloides niger</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Compound</th>
<th valign="top" align="center">
<italic>R</italic>
<sub>t</sub> (min.)</th>
<th valign="top" align="center"> [M+H]<sup>+</sup>
</th>
<th valign="top" align="center">m/z</th>
<th valign="top" align="center">Relative Abundance (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="13" align="left">
<bold>Monoacyl GPCs</bold>
</td>
<td valign="top" align="left">LPC 11:0</td>
<td valign="top" align="left">21.1</td>
<td valign="top" align="left">C<sub>19</sub>H<sub>41</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">426.2625</td>
<td valign="top" align="center">0.4</td>
</tr>
<tr>
<td valign="top" align="left">LPC 16:1;O<xref ref-type="table-fn" rid="fnT2_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="left">21.2</td>
<td valign="top" align="left">C<sub>24</sub>H<sub>49</sub>O<sub>8</sub>NP</td>
<td valign="top" align="center">510.3199</td>
<td valign="top" align="center">0.8</td>
</tr>
<tr>
<td valign="top" align="left">LPC18:4</td>
<td valign="top" align="left">25.5</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>47</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">516.3091</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">LPC14:0</td>
<td valign="top" align="left">26.4</td>
<td valign="top" align="left">C<sub>22</sub>H<sub>47</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">468.3091</td>
<td valign="top" align="center">16.2</td>
</tr>
<tr>
<td valign="top" align="left">LPC 18:3</td>
<td valign="top" align="left">26.7</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>49</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">518.3250</td>
<td valign="top" align="center">1.2</td>
</tr>
<tr>
<td valign="top" align="left">LPC 20:5</td>
<td valign="top" align="left">26.9</td>
<td valign="top" align="left">C<sub>28</sub>H<sub>49</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">542.3249</td>
<td valign="top" align="center">7.1</td>
</tr>
<tr>
<td valign="top" align="left">LPC 22:6</td>
<td valign="top" align="left">28.1</td>
<td valign="top" align="left">C<sub>30</sub>H<sub>51</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">568.3407</td>
<td valign="top" align="center">1.4</td>
</tr>
<tr>
<td valign="top" align="left">LPC 18:2</td>
<td valign="top" align="left">28.1</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>51</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">520.3404</td>
<td valign="top" align="center">2.3</td>
</tr>
<tr>
<td valign="top" align="left">LPC 16:1</td>
<td valign="top" align="left">28.3</td>
<td valign="top" align="left">C<sub>24</sub>H<sub>49</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">494.3249</td>
<td valign="top" align="center">4.3</td>
</tr>
<tr>
<td valign="top" align="left">LPC 16:0</td>
<td valign="top" align="left">29.0</td>
<td valign="top" align="left">C<sub>24</sub>H<sub>51</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">496.3405</td>
<td valign="top" align="center">12.7</td>
</tr>
<tr>
<td valign="top" align="left">LPC 18:1</td>
<td valign="top" align="left">29.5</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>53</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">522.3562</td>
<td valign="top" align="center">6.0</td>
</tr>
<tr>
<td valign="top" align="left">LPC 21:1;O<xref ref-type="table-fn" rid="fnT2_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="left">30.4</td>
<td valign="top" align="left">C<sub>29</sub>H<sub>59</sub>O<sub>8</sub>NP</td>
<td valign="top" align="center">580.3985</td>
<td valign="top" align="center">0.4</td>
</tr>
<tr>
<td valign="top" align="left">LPC 18:0</td>
<td valign="top" align="left">30.9</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>55</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">524.3692</td>
<td valign="top" align="center">1.0</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">
<bold>Monoalkyl GPCs</bold>
</td>
<td valign="top" align="left">LPC O-14:0</td>
<td valign="top" align="left">27.8</td>
<td valign="top" align="left">C<sub>22</sub>H<sub>49</sub>O<sub>6</sub>NP</td>
<td valign="top" align="center">454.32991</td>
<td valign="top" align="center">7.3</td>
</tr>
<tr>
<td valign="top" align="left">LPC O-16:0</td>
<td valign="top" align="left">30.0</td>
<td valign="top" align="left">C<sub>24</sub>H<sub>53</sub>O<sub>6</sub>NP</td>
<td valign="top" align="center">482.3610</td>
<td valign="top" align="center">22.9</td>
</tr>
<tr>
<td valign="top" align="left">LPC O-17:0</td>
<td valign="top" align="left">31.1</td>
<td valign="top" align="left">C<sub>25</sub>H<sub>55</sub>O<sub>6</sub>NP</td>
<td valign="top" align="center">496.3770</td>
<td valign="top" align="center">8.0</td>
</tr>
<tr>
<td valign="top" align="left">LPC O-18:0</td>
<td valign="top" align="left">31.9</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>57</sub>O<sub>6</sub>NP</td>
<td valign="top" align="center">510.3926</td>
<td valign="top" align="center">6.4</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">
<bold>Lyso-GPCs hydroperoxides</bold>
</td>
<td valign="top" align="left">LPC 18:1;O2</td>
<td valign="top" align="left">24.1</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>53</sub>O<sub>9</sub>NP</td>
<td valign="top" align="center">554.3462</td>
<td valign="top" align="center">1.2</td>
</tr>
<tr>
<td valign="top" align="left">LPC O-18:1;O2</td>
<td valign="top" align="left">25.3</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>55</sub>O<sub>8</sub>NP</td>
<td valign="top" align="center">540.3666</td>
<td valign="top" align="center">0.2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT2_1">
<label>a</label>
<p>Monoacyl GPC with a hydroxyhexadecenoic acid as fatty acyl substituent.</p>
</fn>
<fn id="fnT2_2">
<label>b</label>
<p>Monoacyl GPC with a putative oxidized heneicosanoic acid as fatty acyl substituent.</p>
</fn>
<fn>
<p>LPC, lysoglicerophosphocholine.</p>
</fn>
<fn>
<p>Compounds are referred to by the LIPID MAPS abbreviations (<xref ref-type="bibr" rid="B34">Fahy et&#xa0;al., 2009</xref>). </p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2_1_2">
<title>3.2.1.2 Lyso-Phosphatidylethanolamines (Lyso-PEs)</title>
<p>Lyso-PEs, also known as monoacylglycerophosphoethanolamines (monoacyl PEs), have a glycerophosphoethanolamine moiety with a long chain fatty acid, usually located at the <italic>sn</italic>-1 position.</p>
<p>Mass tandem spectra of the [M+H]<sup>+</sup> ions of lyso-PEs displayed two abundant fragment ions, including a) the ion deriving from water loss, following the same pathway as for lyso-GPCs and b) the ion [M+H-141.0191]<sup>+</sup> generated by elimination of the phosphoethanolamine head group <italic>via</italic> the phosphoester bond cleavage (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Rearrangement processes leading to formation of the fragment ions a) [M+H-43.0422]<sup>+</sup> following loss of aziridine (C<sub>2</sub>H<sub>5</sub>N), b) [M+H-61.0528]<sup>+</sup> following loss of ethanolamine (C<sub>2</sub>H<sub>7</sub>NO), c) [M+H-59.0371]<sup>+</sup>, following loss of aminoacetaldehyde (C<sub>2</sub>H<sub>5</sub>NO) and d) [M+H-97.9769]<sup>+</sup> and [M+H-172.0137]<sup>+</sup> from internal losses of phosphoric acid (H<sub>3</sub>PO<sub>4</sub>) and glycerophosphophoric acid (C<sub>3</sub>H<sub>9</sub>O<sub>6</sub>P), respectively, were suggestive of the glycerophosphoethanolamine moiety and diagnostic of PEs (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) (<xref ref-type="bibr" rid="B45">Hsu and Turk, 2009</xref>). Differently from lyso-GPCs, acylium ions [RCO]<sup>+</sup>, together with the relevant dehydrated ions, were clearly observed in product ion spectra of lyso-PEs and were useful to characterize the fatty acyl substituents. The fragment ion at <italic>m/z</italic> 198.0531 (C<sub>5</sub>H<sub>13</sub>NO<sub>5</sub>P<sup>+</sup>), arising from the elimination of the intact carboxylic acid, was another diagnostic ion in mass tandem spectra of the [M+H]<sup>+</sup> ions of lyso-PEs (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1B</bold>
</xref>). Notably, nine oxidized lyso<italic>-</italic>PEs could be detected in the organic extract of <italic>B. niger</italic>, featuring hydroxy and/or methoxy and/or oxo fatty acyl substituents (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>The fragmentation patterns of lyso-phosphatidylethanolamines <bold>(A)</bold>. Chemical structure of a representative lyso-phosphatidylethanolamine from <italic>Botrylloides niger</italic>, namely 1-(5Z,8Z,11Z,14Z,17Z-eicosapentaenoyl)-glycero-3-phosphoethanolamine (LPE 20:5) <bold>(B)</bold> and HR ESI-MS<sup>2</sup> spectrum of the relevant [M+H]<sup>+</sup> adduct <bold>(C)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g005.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Lyso-phosphatidylethanolamines identified in the organic extract from <italic>Botrylloides niger</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Compound</th>
<th valign="top" align="center">
<italic>R</italic>
<sub>t</sub> (min.)</th>
<th valign="top" align="center"> [M+H]<sup>+</sup>
</th>
<th valign="top" align="center">m/z</th>
<th valign="top" align="center">Relative Abundance (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="8" align="left">
<bold>Monoacyl PEs</bold>
</td>
<td valign="top" align="left">LPE11:0</td>
<td valign="top" align="center">21.2</td>
<td valign="top" align="left">C<sub>16</sub>H<sub>35</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">384.2155</td>
<td valign="top" align="center">2.7</td>
</tr>
<tr>
<td valign="top" align="left">LPE 20:6</td>
<td valign="top" align="center">22.7</td>
<td valign="top" align="left">C<sub>25</sub>H<sub>41</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">498.2623</td>
<td valign="top" align="center">4.8</td>
</tr>
<tr>
<td valign="top" align="left">LPE 20:5</td>
<td valign="top" align="center">26.9</td>
<td valign="top" align="left">C<sub>25</sub>H<sub>43</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">500.2779</td>
<td valign="top" align="center">19.2</td>
</tr>
<tr>
<td valign="top" align="left">LPE 16:1 - <italic>Z</italic> isomer<xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="center">27.2</td>
<td valign="top" align="left">C<sub>21</sub>H<sub>43</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">452.2781</td>
<td valign="top" align="center">9.7</td>
</tr>
<tr>
<td valign="top" align="left">LPE 15:0</td>
<td valign="top" align="center">27.4</td>
<td valign="top" align="left">C<sub>20</sub>H<sub>43</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">440.278</td>
<td valign="top" align="center">3.3</td>
</tr>
<tr>
<td valign="top" align="left">LPE 20:4</td>
<td valign="top" align="center">28.1</td>
<td valign="top" align="left">C<sub>25</sub>H<sub>45</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">502.2935</td>
<td valign="top" align="center">4.7</td>
</tr>
<tr>
<td valign="top" align="left">LPE 16:1 - <italic>E</italic> isomer<xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="center">28.3</td>
<td valign="top" align="left">C<sub>21</sub>H<sub>43</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">452.2781</td>
<td valign="top" align="center">18.2</td>
</tr>
<tr>
<td valign="top" align="left">LPE 18:1</td>
<td valign="top" align="center">29.5</td>
<td valign="top" align="left">C<sub>23</sub>H<sub>47</sub>O<sub>7</sub>NP</td>
<td valign="top" align="center">480.3092</td>
<td valign="top" align="center">2.7</td>
</tr>
<tr>
<td valign="top" rowspan="10" align="left">
<bold>Oxidized Monoacyl PEs</bold>
</td>
<td valign="top" align="left">LPE 10:3;O</td>
<td valign="top" align="center">1.9</td>
<td valign="top" align="left">C<sub>15</sub>H<sub>27</sub>O<sub>8</sub>NP</td>
<td valign="top" align="center">380.1477</td>
<td valign="top" align="center">9.7</td>
</tr>
<tr>
<td valign="top" align="left">LPE 11:1;O2</td>
<td valign="top" align="center">11.1</td>
<td valign="top" align="left">C<sub>16</sub>H<sub>33</sub>O<sub>9</sub>NP</td>
<td valign="top" align="center">414.1896</td>
<td valign="top" align="center">0.4</td>
</tr>
<tr>
<td valign="top" align="left">LPE 12:1;O2</td>
<td valign="top" align="center">14.5</td>
<td valign="top" align="left">C<sub>17</sub>H<sub>35</sub>O<sub>9</sub>NP</td>
<td valign="top" align="center">428.2054</td>
<td valign="top" align="center">0.6</td>
</tr>
<tr>
<td valign="top" align="left">LPE 20:4;O3</td>
<td valign="top" align="center">15.6</td>
<td valign="top" align="left">C<sub>25</sub>H<sub>45</sub>O<sub>10</sub>NP</td>
<td valign="top" align="center">550.2785</td>
<td valign="top" align="center">1.0</td>
</tr>
<tr>
<td valign="top" align="left">LPE 17:3;O3</td>
<td valign="top" align="center">16.3</td>
<td valign="top" align="left">C<sub>22</sub>H<sub>41</sub>O<sub>10</sub>NP</td>
<td valign="top" align="center">510.2470</td>
<td valign="top" align="center">5.6</td>
</tr>
<tr>
<td valign="top" align="left">LPE 13:1;O2</td>
<td valign="top" align="center">17.1</td>
<td valign="top" align="left">C<sub>18</sub>H<sub>37</sub>O<sub>9</sub>NP</td>
<td valign="top" align="center">442.2208</td>
<td valign="top" align="center">3.3</td>
</tr>
<tr>
<td valign="top" align="left">LPE 21:4;O3</td>
<td valign="top" align="center">18</td>
<td valign="top" align="left">C<sub>26</sub>H<sub>47</sub>O<sub>10</sub>NP</td>
<td valign="top" align="center">564.2942</td>
<td valign="top" align="center">0.1</td>
</tr>
<tr>
<td valign="top" align="left">LPE 18:3;O3</td>
<td valign="top" align="center">18.5</td>
<td valign="top" align="left">C<sub>23</sub>H<sub>43</sub>O<sub>10</sub>NP</td>
<td valign="top" align="center">524.2624</td>
<td valign="top" align="center">4.8</td>
</tr>
<tr>
<td valign="top" align="left">LPE 22:4;O3</td>
<td valign="top" align="center">19.8</td>
<td valign="top" align="left">C<sub>27</sub>H<sub>49</sub>O<sub>10</sub>NP</td>
<td valign="top" align="center">578.3098</td>
<td valign="top" align="center">8.2</td>
</tr>
<tr>
<td valign="top" align="left">LPE 16:1;O</td>
<td valign="top" align="center">20.3</td>
<td valign="top" align="left">C<sub>21</sub>H<sub>41</sub>O<sub>8</sub>NP</td>
<td valign="top" align="center">466.2567</td>
<td valign="top" align="center">2.9</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT3_1">
<label>a</label>
<p>Isomers were identified based upon retention times as reported by <xref ref-type="bibr" rid="B18">Creer and Gross, 1985</xref>.</p>
</fn>
<fn>
<p>LPE, lysophosphatidylethanolamine.</p>
</fn>
<fn>
<p>Compounds are referred to by the LIPID MAPS abbreviations (<xref ref-type="bibr" rid="B34">Fahy et&#xa0;al., 2009</xref>).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s3_2_2">
<title>3.2.2 Sphingolipids</title>
<p>Dereplication of the organic extract of <italic>B. niger</italic> allowed the identification of nine compounds belonging to the sphingolipid class, including sphingoid bases (SPBs) and lyso-glycosphingolipids (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Sphingolipids identified in the organic extract from <italic>Botrylloides niger</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Compound</th>
<th valign="top" align="center">
<italic>R</italic>
<sub>t</sub> (min.)</th>
<th valign="top" align="center">[M+H]<sup>+</sup>
</th>
<th valign="top" align="center">m/z</th>
<th valign="top" align="center">Relative Abundance (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="4" align="left">
<bold>Sphingoid bases</bold>
</td>
<td valign="top" align="left">SPB 18:2;O4</td>
<td valign="top" align="center">13.1</td>
<td valign="top" align="center">C<sub>18</sub>H<sub>36</sub>O<sub>4</sub>N</td>
<td valign="top" align="center">330.2646</td>
<td valign="top" align="center">1.4</td>
</tr>
<tr>
<td valign="top" align="left">sphingadienine or SPB 18:2;O2</td>
<td valign="top" align="center">25.0</td>
<td valign="top" align="center">C<sub>18</sub>H<sub>36</sub>O<sub>2</sub>N</td>
<td valign="top" align="center">298.2747</td>
<td valign="top" align="center">22.7</td>
</tr>
<tr>
<td valign="top" align="left">hydroxysphinganine or SPB 18:0;O3</td>
<td valign="top" align="center">25.8</td>
<td valign="top" align="center">C<sub>18</sub>H<sub>40</sub>O<sub>3</sub>N</td>
<td valign="top" align="center">318.3009</td>
<td valign="top" align="center">18.0</td>
</tr>
<tr>
<td valign="top" align="left">sphingosine or SPB 18:1;O2</td>
<td valign="top" align="center">26.2</td>
<td valign="top" align="center">C<sub>18</sub>H<sub>38</sub>O<sub>2</sub>N</td>
<td valign="top" align="center">300.2904</td>
<td valign="top" align="center">22.8</td>
</tr>
<tr>
<td valign="top" rowspan="5" align="left">
<bold>Lyso-GSLs</bold>
</td>
<td valign="top" align="left">dihexosyl-SPB 18:3;O4</td>
<td valign="top" align="center">17.8</td>
<td valign="top" align="center">C<sub>31</sub>H<sub>56</sub>O<sub>14</sub>N</td>
<td valign="top" align="center">666.3708</td>
<td valign="top" align="center">5.8</td>
</tr>
<tr>
<td valign="top" align="left">hexosyl-C16 hydroxysphinganine</td>
<td valign="top" align="center">22.0</td>
<td valign="top" align="center">C<sub>22</sub>H<sub>46</sub>O<sub>8</sub>N</td>
<td valign="top" align="center">452.3226</td>
<td valign="top" align="center">12.0</td>
</tr>
<tr>
<td valign="top" align="left">dihexosyl-sphyngadienine</td>
<td valign="top" align="center">23.4</td>
<td valign="top" align="center">C<sub>31</sub>H<sub>58</sub>O<sub>12</sub>N</td>
<td valign="top" align="center">636.3965</td>
<td valign="top" align="center">3.9</td>
</tr>
<tr>
<td valign="top" align="left">hexosyl-C17 hydroxysphinganine</td>
<td valign="top" align="center">23.5</td>
<td valign="top" align="center">C<sub>23</sub>H<sub>48</sub>O<sub>8</sub>N</td>
<td valign="top" align="center">466.3382</td>
<td valign="top" align="center">5.9</td>
</tr>
<tr>
<td valign="top" align="left">dihexosyl-sphyngosine</td>
<td valign="top" align="center">24.6</td>
<td valign="top" align="center">C<sub>31</sub>H<sub>60</sub>O<sub>12</sub>N</td>
<td valign="top" align="center">638.4123</td>
<td valign="top" align="center">7.5</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p> SPB, sphingoid base.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Sharing similarity with previous reported ESI-MS tandem spectra (<xref ref-type="bibr" rid="B100">Shaner et&#xa0;al., 2009</xref>), the product ion spectrum of sphingosine (SPB 18:2; O2) unveiled the presence of fragments arising from losses of water, formaldehyde, water and ammonia, water and formaldehyde, and 2 water molecules and ammonia, together with minor rearrangement ions (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). The fragmentation patterns of sphingadienine (SPB 18:2; O2) and hydroxysphinganine (SPB 18:0; O3) were quite similar to that of sphingosine, with the protonated hydroxysphinganine displaying an additional elimination of water, as expected. Interestingly, a putative novel sphingoid base, corresponding to the molecular formula C<sub>18</sub>H<sub>35</sub>O<sub>4</sub>N, was detected. As sharing almost the same fragmentation pathways with SPBs and clustering together with hydroxysphinganine in the molecular network (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), this compound (SPB 18:2; O4), has been tentatively identified as an oxidized analogue of hydroxysphinganine, featuring two degrees of unsaturation.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Fragmentation patterns and HR ESI-MS<sup>2</sup> spectra of [M+H]<sup>+</sup> ions of sphingosine (SPB 18:1;O2) <bold>(A)</bold>, hexosyl-C16 hydroxysphinganine <bold>(B)</bold> and dihexosyl-sphyngosine <bold>(C)</bold> from <italic>Botrylloides niger</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g006.tif"/>
</fig>
<p>Lyso-glycosphingolipids (lyso-GSLs) are SPBs with the primary OH group linked to a saccharidic head group (usually made up of glucose and/or galactose monomers) <italic>via</italic> a glycosidic bond, but lacking the N-acyl substituent as compared to intact glycosphingolipids (<xref ref-type="bibr" rid="B65">Merrill, 2011</xref>). Structural prediction of lyso-GSLs from <italic>B. niger</italic> led to the detection of two monohexosyl and three dihexosyl lyso-GSLs. Overall, the tandem mass spectra of lyso-GSL adducts contained fragment ions reflecting the long chain sphingoid base and the sugar constituents of the molecules, arising primarily from the glycosidic bond cleavage.</p>
<p>Fragmentations &#x3b3;, &#x3b4;, and &#x3f5; indicated in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref> permitted to assemble unequivocally the structures of the two monohexyl lyso-GSLs, which were shown to differ from each other as bearing a C16 and a C17 hydroxysphinganine as long chain base, respectively. In addition, the presence of the sugar unit was also suggested by fragment ions generated by a typical retro-Diels-Alder mechanism (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>) involved in the fragmentation of the sugar moiety in glycosylated natural products (<xref ref-type="bibr" rid="B29">Demarque et&#xa0;al., 2016</xref>).</p>
<p>MS/MS spectra of the three dihexosyl lyso-GSLs displayed sequential losses of C<sub>7</sub>H<sub>12</sub>O<sub>5</sub> (176.0679 Da) and C<sub>6</sub>H<sub>10</sub>O<sub>5</sub> (162.0523 Da), which were consistent with a disaccharide unit composed of a putative O-methylated hexosyl starter unit linked to a hexose ring (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). As shown in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>, the dihexosyl lyso-GSLs differ in degree of unsaturation and oxidation of the C18 sphingoid base.</p>
</sec>
<sec id="s3_2_3">
<title>3.2.3 Sulfonolipids</title>
<p>The crude extract of <italic>B. niger</italic> was shown to contain two sulfonolipids, as indicated by a) high-resolution (HR) ESI-MS spectra of their sodium adducts showing 4% intense M + 1.9957 isotope peaks suggestive of a sulphur atom and accounting for the molecular formula annotated in <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref> and b) MS tandem spectra unveiling fragments arising from neutral losses of sulfuric and sulfurous acids. Molecular formula as well as HR MS<sup>2</sup> spectrum of the 352-Da sulfonolipid (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>) were consistent with the structure of IOR-1 (<xref ref-type="bibr" rid="B114">Woznica et&#xa0;al., 2016</xref>), composed of a sulfonic acid head group and a C17 branched alkyl chain bearing two hydroxy groups. Acquisition of negative HR ESI-MS spectra provided more informative clues to confirm the identity of IOR-1, as displaying fragment ions at <italic>m/z</italic> 255.2305 and <italic>m/z</italic> 225.2203 arising from the neutral losses of methanesulfonic and hydroxyethanesulfonic acids, respectively (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>S3</bold>
</xref>). In the light of these findings, the 324-Da sulfonolipid, which was detected for the first time to the best of our knowledge, was tentatively identified as an inferior homologue of IOR-1, featuring a C15 alkyl chain and, therefore, indicated as C15 IOR-1 (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>). While the positive MS<sup>2</sup> spectra were similar for both sulfonolipids, fragmentation patterns in the negative ion mode were somehow different. The ESI-MS<sup>2</sup> spectrum of the [M-H]<sup>-</sup> ion of C15 IOR-1 unveiled the presence of the methanesulfonate fragment anion, which was consistent with a favoured fragmentation assisted by a &#x3b2;-hydroxy group and, therefore, indicative of the same hydroxyethylsulfonate head group as in IOR-1. However, a) the fragmentation leading to neutral loss of acetone (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>S3</bold>
</xref>) as well as b) the lack of a fragment ion homologue to the &#x3b4;&#x2019; fragment in IOR-1 (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>), imply a different position for the second OH group in C15 IOR-1, which was predicted to be located on the terminal isopropyl group as shown in <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Sulfonolipids identified in the organic extract from <italic>Botrylloides niger</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Compound</th>
<th valign="top" align="center">
<italic>R</italic>
<sub>t</sub> (min.)</th>
<th valign="top" align="center">[M+Na]<sup>+</sup> (m/z)</th>
<th valign="top" align="center">[M-H]<sup>-</sup> (m/z)</th>
<th valign="top" align="center">Relative Abundance (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="left">
<bold>Sulfonolipids</bold>
</td>
<td valign="top" align="left">C15 IOR-1</td>
<td valign="top" align="center">24.9</td>
<td valign="top" align="center">C<sub>15</sub>H<sub>32</sub>O<sub>5</sub>NaS (347.1870)</td>
<td valign="top" align="center">C<sub>15</sub>H<sub>31</sub>O<sub>5</sub>S (323.1865)</td>
<td valign="top" align="center">9.0</td>
</tr>
<tr>
<td valign="top" align="left">IOR-1</td>
<td valign="top" align="center">27.2</td>
<td valign="top" align="center">C<sub>17</sub>H<sub>36</sub>O<sub>5</sub>NaS (375.2183)</td>
<td valign="top" align="center">C<sub>17</sub>H<sub>35</sub>O<sub>5</sub>S (351.2177)</td>
<td valign="top" align="center">91.0</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>HR ESI-MS<sup>2</sup> spectrum of the [M+Na]<sup>+</sup> (left panel) and [M-H]<sup>-</sup> (right panel) ions of the putative sulfonolipid from <italic>Botrylloides niger</italic> annotated as IOR-1 <bold>(A)</bold>. Predicted structure and HR ESI-MS<sup>2</sup> spectrum of the [M+Na]<sup>+</sup> (left panel) and [M-H]<sup>-</sup> (right panel) ions of the putative sulfonolipid C15 IOR-1 <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g007.tif"/>
</fig>
</sec>
<sec id="s3_2_4">
<title>3.2.4 Monoacylglycerols and Fatty Acids and Derivatives</title>
<p>Monoacylglycerols (MGs) are glycerol esters, in which one hydroxy function is esterified with a long chain fatty acid, at the <italic>sn</italic>-1 (or <italic>sn-</italic>3) or the <italic>sn</italic>-2 position. However, it is widely recognised that 2-monoacylglycerols may undergo spontaneous isomerization to the corresponding 1-(or 3-) monoacyl isomers. Molecular networking analysis of MS<sup>2</sup> data from the extract of <italic>B. niger</italic> led to the annotation of 5 monoacylglycerols (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>). Fragmentation spectra of the pseudomolecular ion [M+H]<sup>+</sup>of MGs was dominated by the acylium ion [RCO]<sup>+</sup> resulting from neutral loss of glycerol (C<sub>3</sub>H<sub>8</sub>O<sub>3</sub>, 92.0473 Da), due to inductive cleavage of the ester bond assisted by the adjacent carbonyl function (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref>). Moreover, the carbonyl group likely removes a proton from the terminal primary OH, thereby facilitating elimination of a lactone ring and formation of another diagnostic fragment, i.e. [M+H-C<sub>3</sub>H<sub>6</sub>O<sub>2</sub>]<sup>+</sup> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S3</bold>
</xref>). MS/MS spectra of MGs were also characterized by the presence of the dehydrated ions of [M+H]<sup>+</sup>and [M+H-C<sub>3</sub>H<sub>8</sub>O<sub>3</sub>]<sup>+</sup> fragments (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref>). Notably, two MGs from <italic>B. niger</italic> displayed unusual polyunsaturated fatty acyl substituents, i.e. putative docosaheptaenoic and eicosahexaenoic acids (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>).</p>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Monoacylglycerols and fatty acids and derivatives identified in the organic extract from <italic>B. niger</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center">Compound</th>
<th valign="top" align="center">
<italic>R</italic>
<sub>t</sub> (min.)</th>
<th valign="top" align="center">[M+H]<sup>+</sup>
</th>
<th valign="top" align="center">m/z</th>
<th valign="top" align="center">Relative Abundance (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="5" align="left">
<bold>Monoacylglycerols</bold>
</td>
<td valign="top" align="center">MG 16:2</td>
<td valign="top" align="center">23.0</td>
<td valign="top" align="center">C<sub>19</sub>H<sub>35</sub>O<sub>4</sub>
</td>
<td valign="top" align="center">327.2537</td>
<td valign="top" align="center">6.7</td>
</tr>
<tr>
<td valign="top" align="center">MG 20:6</td>
<td valign="top" align="center">23.9</td>
<td valign="top" align="center">C<sub>23</sub>H<sub>35</sub>O<sub>4</sub>
</td>
<td valign="top" align="center">375.2539</td>
<td valign="top" align="center">10.3</td>
</tr>
<tr>
<td valign="top" align="center">MG 22:7</td>
<td valign="top" align="center">25.3</td>
<td valign="top" align="center">C<sub>25</sub>H<sub>37</sub>O<sub>4</sub>
</td>
<td valign="top" align="center">401.2695</td>
<td valign="top" align="center">2.2</td>
</tr>
<tr>
<td valign="top" align="center">MG 14:0</td>
<td valign="top" align="center">27.9</td>
<td valign="top" align="center">C<sub>17</sub>H<sub>33</sub>O<sub>3</sub> <xref ref-type="table-fn" rid="fnT6_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="center">285.2431</td>
<td valign="top" align="center">5.5</td>
</tr>
<tr>
<td valign="top" align="center">MG 16:1</td>
<td valign="top" align="center">28.6</td>
<td valign="top" align="center">C<sub>19</sub>H<sub>37</sub>O<sub>4</sub>
</td>
<td valign="top" align="center">329.2693</td>
<td valign="top" align="center">13.9</td>
</tr>
<tr>
<td valign="top" rowspan="6" align="left">
<bold>Fatty acids</bold>
</td>
<td valign="top" align="center">FA 20:7</td>
<td valign="top" align="center">19.8</td>
<td valign="top" align="center">C<sub>20</sub>H<sub>27</sub>O<sub>2</sub> <xref ref-type="table-fn" rid="fnT6_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="center">299.2013</td>
<td valign="top" align="center">&lt;0.1</td>
</tr>
<tr>
<td valign="top" align="center">FA 20:7</td>
<td valign="top" align="center">20.3</td>
<td valign="top" align="center">C<sub>20</sub>H<sub>27</sub>O<sub>2</sub> <xref ref-type="table-fn" rid="fnT6_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="center">299.2013</td>
<td valign="top" align="center">&lt;0.1</td>
</tr>
<tr>
<td valign="top" align="center">FA 20:7</td>
<td valign="top" align="center">21.0</td>
<td valign="top" align="center">C<sub>20</sub>H<sub>27</sub>O<sub>2</sub> <xref ref-type="table-fn" rid="fnT6_2">
<sup>b</sup>
</xref>
</td>
<td valign="top" align="center">299.2013</td>
<td valign="top" align="center">&lt;0.1</td>
</tr>
<tr>
<td valign="top" align="center">FA18:4;O</td>
<td valign="top" align="center">23.3</td>
<td valign="top" align="center">C<sub>18</sub>H<sub>27</sub>O<sub>2</sub> <xref ref-type="table-fn" rid="fnT6_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="center">275.2012</td>
<td valign="top" align="center">1.8</td>
</tr>
<tr>
<td valign="top" align="center">FA 20:5;O</td>
<td valign="top" align="center">25.2</td>
<td valign="top" align="center">C<sub>20</sub>H<sub>29</sub>O<sub>2</sub> <xref ref-type="table-fn" rid="fnT6_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="center">301.2169</td>
<td valign="top" align="center">16.9</td>
</tr>
<tr>
<td valign="top" align="center">FA 18:2;O</td>
<td valign="top" align="center">26.3</td>
<td valign="top" align="center">C<sub>18</sub>H<sub>33</sub>O<sub>3</sub>
</td>
<td valign="top" align="center">297.2432</td>
<td valign="top" align="center">&lt;0.1</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">
<bold>Fatty esters</bold>
</td>
<td valign="top" align="center">FAME 20:6;O</td>
<td valign="top" align="center">22.9</td>
<td valign="top" align="center">C<sub>21</sub>H<sub>31</sub>O<sub>3</sub>
</td>
<td valign="top" align="center">331.2275</td>
<td valign="top" align="center">33.1</td>
</tr>
<tr>
<td valign="top" align="center">FAME 20:6</td>
<td valign="top" align="center">27.4</td>
<td valign="top" align="center">C<sub>21</sub>H<sub>31</sub>O<sub>2</sub>
</td>
<td valign="top" align="center">315.2325</td>
<td valign="top" align="center">&lt;0.1</td>
</tr>
<tr>
<td valign="top" align="center">FAME 18:2</td>
<td valign="top" align="center">28.8</td>
<td valign="top" align="center">C<sub>19</sub>H<sub>35</sub>O<sub>2</sub>
</td>
<td valign="top" align="center">295.2639</td>
<td valign="top" align="center">6.1</td>
</tr>
<tr>
<td valign="top" align="center">CAR 22:0</td>
<td valign="top" align="center">32.1</td>
<td valign="top" align="center">C<sub>29</sub>H<sub>58</sub>O<sub>4</sub>N</td>
<td valign="top" align="center">484.4368</td>
<td valign="top" align="center">2.7</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Fatty amides</bold>
</td>
<td valign="top" align="center">AM 22:1</td>
<td valign="top" align="center">33.3</td>
<td valign="top" align="center">C<sub>22</sub>H<sub>44</sub>ON</td>
<td valign="top" align="center">338.3428</td>
<td valign="top" align="center">0.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT6_1">
<label>a</label>
<p>[M+H-H<sub>2</sub>O]<sup>+</sup>.</p>
</fn>
<fn id="fnT6_2">
<label>b</label>
<p>Putative isomers differing for unsaturation position/configuration.</p>
</fn>
<fn>
<p>MG, monoacylglycerol; FA, fatty acid; FAME, fatty acid methyl ester; CAR, fatty acyl carnitine; AM, fatty amide.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Fragmentation patterns and HR ESI-MS<sup>2</sup> spectrum of the [M+H]<sup>+</sup> ion of 1-(9<italic>Z</italic>-octadecenoyl)-<italic>sn</italic>-glycerol (MG 16:1) <bold>(A)</bold>, the [M+H-H<sub>2</sub>O]<sup>+</sup> ion of 11-hydroxy-5<italic>Z</italic>,8<italic>Z</italic>,12<italic>E</italic>,14<italic>Z</italic>,17<italic>Z</italic>-eicosapentaenoic acid (FA 20:5;O) <bold>(B)</bold>, the [M+H]<sup>+</sup> ion of 13<italic>Z</italic>-docosenamide (AM 22:1) <bold>(C)</bold>, and the [M+H]<sup>+</sup> ion of the docosanoylcarnitine (CAR 22:0) <bold>(D)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g008.tif"/>
</fig>
<p>Eleven nodes in the molecular network (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) were annotated as fatty acids and derivatives, including a) a small cluster of five PUFAs, b) three fatty acid methyl ester derivatives (putative artefacts originating during extraction with methanol), c) 13<italic>Z</italic>-docosenamide (AM 22:1), and d) docosanoylcarnitine (CAR 22:0) (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>). Among these compounds, the 11-hydroxy-5<italic>Z</italic>,8<italic>Z</italic>,12<italic>E</italic>,14<italic>Z</italic>,17<italic>Z</italic>-eicosapentaenoic acid (FA 20:5;O), AM 22:1, and CAR 22:0 were identified by comparing their mass spectra with the GNPS spectral database (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8B&#x2013;D</bold>
</xref>). Overall, the diagnostic product ion observed in MS/MS spectra of [M+H]<sup>+</sup> adducts of PUFA (and [M+H-H<sub>2</sub>O]<sup>+</sup>for OH-PUFA) was the acylium ion, which in turn underwent water loss during fragmentation (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). A series of unsaturated hydrocarbon ions with lower intensities occurred during ESI MS/MS of PUFA, due to extensive hydride shifts, thereby hampering unambiguous localization of the double bonds (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). As it regards fatty acid methyl esters (FAMEs), mass fragmentation showed [M+H-32.0262]<sup>+</sup> as the base peak, corresponding to the ion arising from the loss of CH<sub>3</sub>OH.</p>
</sec>
<sec id="s3_2_5">
<title>3.2.5 Indole and Purine Alkaloids</title>
<p>The HR ESI mass spectra of the [M+H]<sup>+</sup> ion peaks at <italic>m/z</italic> 422.8711 (<italic>R</italic>
<sub>t</sub> = 10.9 min) and <italic>m/z</italic> 438.8659 (<italic>R</italic>
<sub>t</sub> = 12.1 min) defined the molecular formulas of these metabolites as C<sub>12</sub>H<sub>13</sub>Br<sub>3</sub>N<sub>2</sub> and C<sub>12</sub>H<sub>13</sub>Br<sub>3</sub>N<sub>2</sub>O, respectively, as suggested by the observed isotope pattern peculiar of tribrominated compounds, showing four peaks (each separated by two mass units) of approximate intensity 1:4:4:1. In the light of these findings, the 422 Da- and 438-Da compounds were identified as 2,5,6-tribromo-1-methylgramine and the relevant <italic>N</italic>-oxide derivative, as their MS/MS spectra were exactly the same and characterized by the fragment ion [C<sub>10</sub>H<sub>7</sub>Br<sub>3</sub>]<sup>+</sup>, generated by elimination of dimethylamine (45.0578 Da) and dimethylhydroxylamine (61.0528 Da), respectively (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). In addition, the fragment [C<sub>10</sub>H<sub>7</sub>NBr<sub>3</sub>]<sup>+</sup> undergoes a) loss of a radical bromine and b) loss of molecular bromine, thus giving the [C<sub>10</sub>H<sub>7</sub>NBr<sub>2</sub>]<sup>&#x2022;+</sup> radical cation at <italic>m/z</italic> 298.8950 and the [C<sub>10</sub>H<sub>7</sub>NBr]<sup>+</sup> ion at <italic>m/z</italic> 219.9763, likely due to homolytic cleavage of carbon-bromine bonds (radical fragmentation) (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>S4</bold>
</xref>). Even if being unusual in CID (collision-induced dissociation)-type fragmentations, generation of odd-electron species may occur when a) unpaired electrons can occupy a delocalized antibonding orbital and b) chemical bonds are hard to be cleaved (<xref ref-type="bibr" rid="B61">Levsen et&#xa0;al., 2007</xref>), such in the case of the high conjugated indole ring in gramine alkaloids.</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>HR ESI-MS<sup>2</sup> spectrum of the fragment ion at <italic>m/z</italic> 377.8134, generated by neutral loss of dimethylamine and dimethylhydroxylamine from 2,5,6-tribromo-1-methylgramine and 2,5,6-tribromo-1-methylgramine <italic>N</italic>-oxide, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-865751-g009.tif"/>
</fig>
<p>Finally, three nodes in the network appeared to be related to unknown alkyl purine alkaloids (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6</bold>
</xref>). Analysis of the mass tandem spectra of these molecules unveiled a diagnostic fragment at <italic>m/z</italic> 150.0780 <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mtext>C</mml:mtext>
<mml:mn>6</mml:mn>
</mml:msub>
<mml:msub>
<mml:mtext>H</mml:mtext>
<mml:mn>8</mml:mn>
</mml:msub>
<mml:msubsup>
<mml:mtext>N</mml:mtext>
<mml:mn>5</mml:mn>
<mml:mo>+</mml:mo>
</mml:msubsup>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> corresponding to the methyladenine ion, together with its related fragments deriving from NH<sub>3</sub> and HCN losses (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6</bold>
</xref>). Therefore, these metabolites were predicted to be methyladenine derivatives bearing different alkyl/acyl substituents. However, their structures remain unsolved and require further studies to be elucidated.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>4 Discussion</title>
<p>Human-mediated introduction of alien species in new biogeographic realms is a phenomenon that dates back centuries (<xref ref-type="bibr" rid="B8">Branch and Steffani, 2004</xref>; <xref ref-type="bibr" rid="B81">Provan et&#xa0;al., 2008</xref>). However, this seems to be furthermore amplified in the recent decades, with many ascidians spreading worldwide and interfering with native benthic communities and habitats by creating consistent environmental and even economic damages (<xref ref-type="bibr" rid="B54">Lambert and Lambert, 1998</xref>; <xref ref-type="bibr" rid="B116">Zhan et&#xa0;al., 2015</xref>). In the present case, when <italic>B. niger</italic> was locally discovered, it already formed large aggregates in the investigated channel, and its presence was also noted in additional lagoons of the area (<xref ref-type="bibr" rid="B109">Virgili et&#xa0;al., 2022</xref>). This suggests that the early eradication phase, often highlighted to limit the spread of alien species (<xref ref-type="bibr" rid="B113">Willan et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B39">Giakoumi et&#xa0;al., 2019</xref>), is already far to be potentially applied, and that local communities are presumably enriched by the presence of <italic>B. niger</italic> since at least years. Absence of field studies but mostly taxonomic impediments may be at the basis of such a result. Indeed, contrary to other localities where the presence of <italic>B. niger</italic> is well acknowledged (<xref ref-type="bibr" rid="B93">Rocha et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B101">Sheets et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B103">Streit et&#xa0;al., 2021</xref>), the arrival of this colonial ascidian in the area, but in general in the Mediterranean Sea, was presumably overlooked due to rarefaction of studies in zoology and confusion with the congeneric species <italic>B. leachii</italic> (see <xref ref-type="bibr" rid="B40">Griggio et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B109">Virgili et&#xa0;al., 2022</xref>). No certainties also occur regarding a possible pathway of arrival in the area. The Fusaro Lake is already known as a hub for the introduction of alien species of different phyla (e.g. <xref ref-type="bibr" rid="B6">Bianchi, 1983</xref>; <xref ref-type="bibr" rid="B108">Villani and Martinez, 1993</xref>; <xref ref-type="bibr" rid="B19">Crocetta et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B20">Crocetta et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B41">Hanson et&#xa0;al., 2013</xref>), and it also hosts a conspicuous mussel farm that may constitute the most likely source of introduction for this species in the lake. This seems to be in agreement with other studies worldwide, that suggested a species spread at a small scale based on recruitment preferences for mussel beds (<xref ref-type="bibr" rid="B101">Sheets et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B92">Rocha et&#xa0;al., 2019</xref>). However, another possibility is that this species is spreading locally favoured by the natural currents that exchange the lake waters through the channel, and most likely coming from the nearby Miseno Lake, an area recently acknowledged as a hotspot of non-indigenous species (NIS) ascidians, including <italic>B. niger</italic> (<xref ref-type="bibr" rid="B109">Virgili et&#xa0;al., 2022</xref>).</p>
<p>Although the dominance observed during sampling activities is worrying from an ecological point of view, our results confirm the interest of these alien species as they represent today a potential huge biological resource for nutritional or functional purposes, reducing, in this way, the economic losses caused by these invasive organisms.</p>
<p>Recent studies have shown that ascidians, in particular parts of their inner body tissues, are used to flavour foods intended for human consumption. In fact, all inner body tissues are rich in proteins, mainly collagens with a high essential amino acid index and high delicious amino acid (DAA) content. Moreover, they can supply the body with essential lipid components, including high contents of good-quality fatty acids (<xref ref-type="bibr" rid="B120">Zhao and Li, 2016</xref>). Lipids are a class of biomolecules involved in a huge number of different functions in biological systems, which make them fundamental for development and growth, and act as powerful signalling agents during metabolic disruption due to diseases, such as neurological disorders, autoimmune diseases, and cancer (<xref ref-type="bibr" rid="B115">Wymann and Schneiter, 2008</xref>; <xref ref-type="bibr" rid="B16">Cheng et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B9">Brown et&#xa0;al., 2017</xref>).</p>
<p>In this work, the employment of the Molecular Networking approach followed by a careful manual curation of HR ESI-MS<sup>2</sup> data allowed us to study the metabolome of the alien species <italic>B. niger</italic> for the first time, and shed light on the presence of novel NPs, several of them remaining still unknown. FBMN was shown to be an efficient tool for fast dereplication of complex organic mixtures and support LC-MS<sup>2</sup> data analysis for high-confidence structural prediction of detected metabolites.</p>
<p>Our results showed the presence of different classes of indispensable lipids, namely glycerophospholipids, glycerolipids, sphingolipids, fatty acids and derivatives, and sulfonolipids.</p>
<p>Among them, glycerophospholipids were the most represented lipid class, including lyso-glycerophosphocholines and lyso-phosphatidylethanolamines.</p>
<p>Similarly, <xref ref-type="bibr" rid="B44">Hou et&#xa0;al. (2021)</xref> recently reported the characterization of the lipid profile of <italic>C. intestinalis</italic>, <italic>H. roretzi</italic>, and <italic>S. clava</italic>, and, among the thirteen major lipid subclasses identified, glycerophospholipids and glycerolipids were the dominant components (66.30&#x2013;90.60% of total lipids).</p>
<p>Lyso-GPCs and lyso-PEs are representatives of a class of mono-acylated/alkylated glycerophospholipids, commonly referred to as lysophospholipids, playing a key role as structural lipid constituents of cellular membranes and biological signalling molecules in eukaryotes and bacteria, including marine species. Lysophospholipids may regulate fundamental cellular functions such as cell growth, differentiation, survival, migration, adhesion, invasion, and morphogenesis, by interacting with their cognate receptors and/or modelling composition and fluidity of lipid rafts. Indeed, lysophospholipids have been reported to regulate cell motility in budding tunicates (<xref ref-type="bibr" rid="B2">Arai et&#xa0;al., 2004</xref>) as well as to enhance multicellular development in the choanoflagellate <italic>Salpingoeca rosetta</italic> Dayel et&#xa0;al., 2011 (<xref ref-type="bibr" rid="B114">Woznica et&#xa0;al., 2016</xref>). In the latter case, lyso-PEs and the sulfonolipids RIFs and IOR-1 are produced by the choanoflagellate endosymbiont <italic>Algoriphagus machipongonensis</italic> Alegado et&#xa0;al., 2013 and proposed as actors of a metabolic interplay in which multiple bacterial cues regulate the cellular growth of <italic>S. rosetta</italic>. Considering that a) lysophospholipids and sulfonolipids (IOR-1 and C15 IOR-1) co-occur in the organic extract of <italic>B. niger</italic> and that b) bacteria live in symbiosis with several <italic>Botrylloides</italic> species, the notion that a network of bacterial lipids regulate multicellular development and cell motility can be extended to <italic>B. niger</italic>, which is expected to orchestrate a complex signalling network to control seasonal dynamics of its blooms (<xref ref-type="bibr" rid="B89">Rinkevich et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B75">Oricchio and Muniz Dias, 2020</xref>; <xref ref-type="bibr" rid="B82">Ramalhosa et&#xa0;al., 2021</xref>).</p>
<p>To date, there has been a growing interest in studying the biological functions and metabolism of lysophospholipids, because they could represent a good starting point for the development of new therapeutics for several diseases (<xref ref-type="bibr" rid="B106">Varandas et&#xa0;al., 2019</xref>). Indeed, these molecules can affect many biological processes, such as neurogenesis, angiogenesis, wound healing, immunity, and carcinogenesis (<xref ref-type="bibr" rid="B49">Ishii et&#xa0;al., 2004</xref>).</p>
<p>Noteworthy, our results showed that <italic>B. niger</italic> contains also lyso-GPCs and lyso-PEs bearing PUFAs [including eicosapentaenoic acid (C20:5n-3, EPA), and docosahexaenoic acid (C22:6n-3, DHA)], which accounted for the 40% of the detected lyso-glycerophospholipids. Interestingly, glycerophospholipids enriched in PUFAs were also mainly present in the inner body tissues of different ascidians, indicating that these marine organisms could potentially be used for health-promoting food for humans (<xref ref-type="bibr" rid="B44">Hou et&#xa0;al., 2021</xref>). Marine sources containing EPA/DHA-enriched glycerophospholipids are receiving increasing attention thanks to their emerging health benefit (as reviewed in <xref ref-type="bibr" rid="B118">Zhang et&#xa0;al., 2019</xref> and <xref ref-type="bibr" rid="B1">Ahmmed et&#xa0;al., 2020</xref>). Zhou and collaborators showed that different fatty acids composition of glycerophospholipids were involved in decreasing cognitive decline and biological damage and in brain protection, and these beneficial effects were partly enhanced in presence of EPA and DHA (<xref ref-type="bibr" rid="B121">Zhou et&#xa0;al., 2016</xref>).</p>
<p>In addition, unusual PUFAs (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>) either linked to the glycerol backbone in monoacylglycerols or as free fatty acids and methyl ester derivatives, were also identified by molecular networking analysis of tandem MS data from <italic>B. niger</italic> crude extract. In tunicates unsaturated fatty acids, including PUFAs, have been shown to exert mitogenic activity and promote cell proliferation (<xref ref-type="bibr" rid="B2">Arai et&#xa0;al., 2004</xref>). Moreover, PUFAs have attracted great attention due to their enormous benefits. They can reduce or prevent the severity of several diseases, such as hyperlipidemia, diabetes, cancers, inflammation and heart and neurodegenerative diseases (reviewed in <xref ref-type="bibr" rid="B118">Zhang et&#xa0;al., 2019</xref>).</p>
<p>Therefore, similarly to other marine organisms, <italic>B. niger</italic> could potentially be used for health-promoting food for humans.</p>
<p>Dereplication of the organic extract from <italic>B. niger</italic> shed light on the presence of lyso-glycosphingolipids and free sphingoid bases. Over the years, several sphingolipids have been identified from natural sources, including microorganisms, tunicates, sponges, corals and algae. In the past, they were merely considered as components of cellular membranes, but they demonstrated to be involved in several cellular phases (<xref ref-type="bibr" rid="B69">Morales et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B79">Ponnusamy et&#xa0;al., 2010</xref>), and to be effective as antiproliferative drugs against different tumors (<xref ref-type="bibr" rid="B99">Schmelz et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B37">Garc&#xed;a-Barros et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B88">Rethna Priya et&#xa0;al., 2019</xref>).</p>
<p>Besides the presence of different lipid classes, our findings unveiled <italic>B. niger</italic> to be a source of indole and purine alkaloids. In fact, ascidians are prolific sources of nitrogenated metabolites, and more than 300 alkaloids have been reported from these organisms (<xref ref-type="bibr" rid="B71">Nathani et&#xa0;al., 2020</xref>) till now. Noteworthy, many of these have been shown to have important activities, including antimicrobial, anticancer, and antiviral, whereby several therapeutics have been isolated or inspired from tunicates-derived NPs.</p>
<p>Among the 12 marine-derived NPs approved by the FDA to date, 2 molecules are native to tunicates, including the alkaloid ecteinascidine (Yondelis<sup>&#xae;</sup>) from <italic>E. turbinata</italic> and its synthetic derivative Lurbinectedin (Zepsyre<sup>&#xae;</sup>) (Phase III) used to treat different types of cancer (<xref ref-type="bibr" rid="B26">Della Sala et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B64">McCauley et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B85">Ramesh et&#xa0;al., 2021</xref>).</p>
<p>Particularly, two brominated indole derivatives were identified in <italic>B. niger</italic> and predicted as 2,5,6-tribromo-1-methylgramine and its <italic>N</italic>-oxide analogue. Even if ascidians have been largely acknowledged as a reservoir of brominated alkaloids, these two metabolites have never been described in tunicates before, as being only isolated from the marine bryozoan <italic>Amathia verticillata</italic> (delle Chiaje, 1822). Particularly, 2,5,6-tribromo-1-methylgramine was found to exert antifouling activity against the barnacle <italic>Amphibalanus amphitrite</italic> (Darwin, 1854) and the blue mussel <italic>Mytilus edulis</italic> Linnaeus, 1758 (<xref ref-type="bibr" rid="B97">Sato and Fenical, 1983</xref>; <xref ref-type="bibr" rid="B53">Kon-Ya et&#xa0;al., 1994</xref>). In addition, three novel purine alkaloids, i.e. methyladenine derivatives, were found in the metabolome of <italic>B. niger</italic>, thus their structures remaining unsolved. Alkyl purines as well as brominated indoles play a key role in the antifouling mechanism of marine organisms. Detection of such bioactive molecules could at least partially explain the invasiveness of <italic>B. niger</italic>, which is able to prevent larvae of other marine organisms from settlement and growing on its bodies (<xref ref-type="bibr" rid="B42">Hiebert et&#xa0;al., 2019</xref>).</p>
<p>Indeed, by competing for space and food, a congener of <italic>B. niger</italic>, namely <italic>Botrylloides violaceus</italic> Oka, 1927, is known to displace other fouling organisms (<xref ref-type="bibr" rid="B5">Berman et&#xa0;al., 1992</xref>), including native and introduced tunicates (<xref ref-type="bibr" rid="B30">Dijkstra et&#xa0;al., 2007</xref>), bryozoans, barnacles, and mussels (<xref ref-type="bibr" rid="B31">Dijkstra and Harris, 2009</xref>), indicating strong competitive ability (<xref ref-type="bibr" rid="B55">Lambert and Lambert, 2003</xref>).</p>
<p>In conclusion, the alien species <italic>B. niger</italic> represents a prolific source of several valuable bioactive compounds, probably developed to adapt and compete with native species. It is also rich of a huge variety of lipid species that improve human health, including lipids rarely found in other foods as PUFAs. The presence of these molecules can undoubtedly transform this alien species from damage to the ecosystem into a precious bio-resource, easily available. Therefore, <italic>B. niger</italic> together with other invasive ascidians, although concerned from an ecological point of view, could find an important economic role to benefit society, including good opportunities in the food and pharmaceutical industry for the development of functional products based on ascidians.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author Contributions</title>
<p>GDS, DC, and FC designed and directed the research. GDS, DC, RV, GV, VT, RT, and FC performed the experiments and analysed the data. DdP proceeded to funding acquisition. GDS, DC, and FC wrote the manuscript. All authors contributed to the editing and revision of the manuscript, and read and approved the final manuscript. All authors agree to be accountable for the content of the work.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>Work supported by the following projects: (i) PO FEAMP Campania 2014&#x2013;2020. DRD n.35 of 15th March 2018. Innovazione, sviluppo e sostenibilit&#xe0; nel settore della pesca e dell&#x2019;acquacoltura per la regione Campania. Misura 2.51. WP5. Task 5.5. Presenza e distribuzione di specie non indigene del macrozoobenthos e del necton in Campania; (ii) POR Campania FESR 2014&#x2013;2020. Technology Platform for Therapeutic Strategies against Cancer. Antitumor Drugs and Vaccines from the Sea (ADViSE). CUP B43D18000240007&#x2013;SURF 17061BP000000011. WP1. Task 1.1. Tassonomia, distribuzione, abbondanza e stagionalit&#xe0; dei principali organismi macrobentonici con bioattivit&#xe0; presenti nel Golfo di Napoli.</p>
</sec>
<sec id="s8" 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="s9" 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>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>Centro Ittico Campano S.p.A. (Bacoli, Napoli) allowed sampling and offered support.</p>
</ack>
<sec id="s10" 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.2022.865751/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2022.865751/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet_2.fasta" id="SM2" mimetype="text/x-fasta"/>
</sec>
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