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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2026.1786444</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Dual-probe genome mining identifies citrulassin N, a novel citrulline modified lasso peptide from <italic>Streptomyces</italic> sp. NAX00255</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Zi-Ru</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
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<uri xlink:href="https://loop.frontiersin.org/people/3340014"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zeng</surname> <given-names>Chao</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x00026; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Yan</surname> <given-names>Zhang-Yuan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Xu</surname> <given-names>Zi-Fei</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Feng</surname> <given-names>Dan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<uri xlink:href="https://loop.frontiersin.org/people/3347334"/>
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</contrib-group>
<aff id="aff1"><label>1</label><institution>Department of Clinical Pharmacy, Affiliated Hospital of Jiangsu University</institution>, <city>Zhenjiang</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>State Key Laboratory of Pharmaceutical Biotechnology, Institute of Functional Biomolecules, School of Life Sciences, Nanjing University</institution>, <city>Nanjing</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>State Key Laboratory of Phytochemistry and Natural Medicines, Kunming Institute of Botany, Chinese Academy of Sciences</institution>, <city>Kunming</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x0002A;</label>Correspondence: Zi-Fei Xu, <email xlink:href="mailto:xuzifei@mail.kib.ac.cn">xuzifei@mail.kib.ac.cn</email>; Dan Feng, <email xlink:href="mailto:dandanfung@163.com">dandanfung@163.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-24">
<day>24</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1786444</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>27</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2026 Wang, Zeng, Yan, Xu and Feng.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Wang, Zeng, Yan, Xu and Feng</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-24">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Lasso peptides are a structurally distinctive class of ribosomally synthesized and post-translationally modified peptides (RiPPs) featuring a threaded rotaxane topology that confers remarkable thermal stability and protease resistance. Citrulassins represent a rare subgroup of lasso peptides distinguished by a citrulline residue generated through peptidylarginine deiminase (PAD)-catalyzed deimination of arginine. Prior to the identification of citrulassin A, such a modification had not been observed in RiPPs, and notably, the PAD-encoding gene is located outside the canonical lasso peptide biosynthetic gene cluster (BGC).</p>
</sec>
<sec>
<title>Methods</title>
<p>Here, we developed a dual-probe genome-mining strategy that integrates homology searches for both the lasso peptide cyclase (CitC) and a PAD homolog to selectively prioritize candidate producers from the IFB bacterial genome database. Guided by this strategy, fermentation and targeted isolation led to the discovery of citrulassin N (1) from <italic>Streptomyces</italic> sp. NAX00255.</p>
</sec>
<sec>
<title>Results</title>
<p>Comprehensive structural elucidation using NMR spectroscopy and tandem mass spectrometry confirmed citrulassin N as a novel citrulline-modified lasso peptid.</p>
</sec>
<sec>
<title>Discussion</title>
<p>This study expands the structural diversity of citrulline-containing lasso peptides, demonstrates the utility of a dual-probe genome-mining approach for identifying RiPPs with rare post-translational modifications, and provides a practical framework for the targeted discovery of functionally decorated RiPP natural products.</p>
</sec></abstract>
<kwd-group>
<kwd>biosynthesis</kwd>
<kwd>citrulassin</kwd>
<kwd>genome mining</kwd>
<kwd>lasso peptides</kwd>
<kwd>RiPPs</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>National Natural Science Foundation of China</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100001809</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<award-group id="gs2">
<funding-source id="sp2">
<institution-wrap>
<institution>Natural Science Foundation of Jiangsu Province</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100004608</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was supported by National Natural Science Foundation of China (Nos. 82503232 and 22507128), Natural Science Foundation of Jiangsu Province (No. BK20250560), and the Natural Science Foundation of Yunnan Province (No. 202501CF070088).</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="24"/>
<page-count count="8"/>
<word-count count="4743"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbial Physiology and Metabolism</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Lasso peptides represent a structurally distinct class of ribosomally synthesized and post-translationally modified peptides (RiPPs), characterized by their unique interlocked threaded-rotaxane topology (<xref ref-type="bibr" rid="B15">Maksimov et al., 2012</xref>; <xref ref-type="bibr" rid="B10">Hegemann et al., 2015</xref>; <xref ref-type="bibr" rid="B3">Barrett and Mitchell, 2024</xref>). This distinctive architecture is formed by an N-terminal macrolactam ring that entraps the C-terminal tail, creating a mechanically interlocked structure (<xref ref-type="bibr" rid="B14">Maksimov and Link, 2014</xref>; <xref ref-type="bibr" rid="B6">Cheung-Lee and Link, 2019</xref>; <xref ref-type="bibr" rid="B18">Shi et al., 2025</xref>). This conformation confers remarkable thermal stability and resistance to proteolytic degradation (<xref ref-type="bibr" rid="B5">Cheung-Lee et al., 2019</xref>; <xref ref-type="bibr" rid="B24">Xu et al., 2019</xref>; <xref ref-type="bibr" rid="B7">Cheung-Lee et al., 2020</xref>). Endowed with such a robust structural scaffold, coupled with their diverse bioactivities including antimicrobial, antiviral, and receptor antagonistic properties, lasso peptides have emerged as promising candidates for natural product discovery and bioengineering research (<xref ref-type="bibr" rid="B22">Wilson et al., 2003</xref>; <xref ref-type="bibr" rid="B8">Gavrish et al., 2014</xref>; <xref ref-type="bibr" rid="B2">Al Musaimi, 2024</xref>; <xref ref-type="bibr" rid="B12">Kolahdoozan and Jahanian-Najafabadi, 2025</xref>). Notably, the biosynthetic machinery of lasso peptides is highly streamlined; nonetheless, they encompass an extensive chemical space, driven by the extreme sequence hypervariability within their core peptide regions.</p>
<p>The biosynthesis of lasso peptides is typically encoded by a conserved biosynthetic gene cluster (BGC) comprising a precursor peptide and a minimal set of tailoring enzymes responsible for leader peptide removal and macrolactam ring formation. The canonical pathway involves proteolytic cleavage of the leader peptide, cyclization to form the N-terminal macrolactam ring, and subsequent threading of the C-terminal tail to generate the lasso topology (<xref ref-type="bibr" rid="B14">Maksimov and Link, 2014</xref>; <xref ref-type="bibr" rid="B18">Shi et al., 2025</xref>). Central to this process is the lasso cyclase, which catalyzes macrolactam formation and enforces the mechanically interlocked architecture (<xref ref-type="bibr" rid="B13">Koos and Link, 2019</xref>). In certain cases, additional tailoring enzymes further diversify lasso peptide structures by introducing non-canonical post-translational modifications, thereby expanding their functional and chemical diversity.</p>
<p>Among the lasso peptide families uncovered through genome mining, the citrulassins constitute a particularly intriguing subgroup. These peptides are distinguished by a rare citrulline residue generated via post-translational deimination of arginine, a reaction catalyzed by peptidylarginine deiminase (PAD) (<xref ref-type="bibr" rid="B19">Tietz et al., 2017</xref>; <xref ref-type="bibr" rid="B9">Harris et al., 2020</xref>). Citrullination is exceedingly uncommon in bacterial natural products and was unprecedented among RiPPs prior to the discovery of citrulassin A (<xref ref-type="bibr" rid="B19">Tietz et al., 2017</xref>). Strikingly, the PAD responsible for this modification is not encoded within the canonical lasso peptide BGC but instead resides elsewhere in the genome (<xref ref-type="fig" rid="F1">Figure 1</xref>), revealing an unusual biosynthetic logic in which a functionally essential tailoring enzyme is genetically disconnected from the core pathway (<xref ref-type="bibr" rid="B9">Harris et al., 2020</xref>). This atypical genomic arrangement raises fundamental questions regarding pathway organization, enzyme recruitment, and the hidden chemical potential of RiPP biosynthetic systems.</p>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p>The biosynthetic gene cluster and biosynthetic pathway of citrulassin.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1786444-g0001.tif">
<alt-text content-type="machine-generated">Diagram illustrating the biosynthetic pathways of citrulassin and des-citrulassin lasso peptides. The upper section shows a canonical lasso peptide biosynthetic gene cluster (BGC) with colored arrow-shaped gene icons labeled A (precursor peptide), C (lasso cyclase), E (RRE), B (leader peptidase). It depicts the structural transformation of the precursor peptide (with colored leader/core regions) into a des-citrulassin lasso peptide via core BGC enzymes. The lower section presents the molecular structures of des-citrulassin and citrulassin, with a PAD enzyme (encoded outside the core BGC) catalyzing the conversion of an arginine residue in des-citrulassin to citrulline in citrulassin, and key chemical group differences between the two residues are highlighted.</alt-text>
</graphic>
</fig>
<p>Traditional activity-guided screening approaches have long been hindered by high rates of compound rediscovery. In contrast, genome mining has emerged as a powerful strategy in the post-genomic era, enabling the systematic identification of biosynthetic gene clusters and the targeted discovery of novel natural products (<xref ref-type="bibr" rid="B23">Winter et al., 2011</xref>). The development of dedicated bioinformatic platforms, including antiSMASH, BAGEL, and RODEO, has substantially accelerated the discovery and annotation of RiPP biosynthetic pathways (<xref ref-type="bibr" rid="B20">van Heel et al., 2013</xref>; <xref ref-type="bibr" rid="B21">Weber et al., 2015</xref>; <xref ref-type="bibr" rid="B19">Tietz et al., 2017</xref>). However, identifying RiPPs bearing rare and non-canonical modifications&#x02014;particularly those catalyzed by enzymes encoded outside their core BGCs&#x02014;remains challenging using single-probe or motif-based genome-mining strategies.</p>
<p>In this study, we implemented a dual-probe genome-mining strategy to selectively identify citrulassin-type lasso peptides bearing citrulline modifications. Using the lasso cyclase gene (<italic>citC</italic>) from the citrulassin A biosynthetic pathway as an initial probe, we screened the IFB bacterial genome database and identified multiple candidate lasso peptide BGCs (<xref ref-type="bibr" rid="B19">Tietz et al., 2017</xref>). Subsequent annotation and classification of the corresponding core peptides were performed using the RiPPMiner platform (<xref ref-type="bibr" rid="B1">Agrawal et al., 2017</xref>). To further enrich for citrulline-modified candidates, a confirmed PAD enzyme (WP_064069847.1) was employed as a second probe in a homology-based search (<xref ref-type="bibr" rid="B9">Harris et al., 2020</xref>), enabling prioritization of strains harboring both lasso peptide machinery and putative PAD homologs. Guided by this integrated strategy, fermentation and targeted isolation led to the discovery of a previously uncharacterized citrulline-modified lasso peptide, citrulassin N (<bold>1</bold>). Together, this work expands the structural diversity of citrulline-containing lasso peptides and highlights the utility of dual-probe genome mining for the targeted discovery of RiPPs with rare post-translational modifications.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec>
<label>2.1</label>
<title>General experimental procedures</title>
<p>All chemicals utilized in this study were of analytical grade. Sephadex LH-20 was obtained from GE Biotechnology. Medium-pressure liquid chromatography (MPLC) separations were carried out on a Biotage Isolera One system equipped with a Biotage SNAP Cartridge Ultra C18 column (120 g). Further purification was performed by semipreparative reversed-phase high-performance liquid chromatography (RP-HPLC) using an Agilent 1200 HPLC system fitted with an Agilent Eclipse XDB-C18 column (5 &#x003BC;m, 250 &#x000D7; 9.4 mm). NMR spectra were acquired on a Bruker Avance 400 spectrometer operating at 400 MHz for <sup>1</sup>H and 100 MHz for <sup>13</sup>C. High-resolution electrospray ionization mass spectrometry (HRESIMS) data were collected on an Agilent 6530 TOF LC/MS instrument.</p>
</sec>
<sec>
<label>2.2</label>
<title>Genome mining for novel citrulassin-type lasso peptides</title>
<p>Genome mining was conducted to identify potential strains producing novel citrulassin-type lasso peptides from the IFB database, following a targeted two-step screening strategy integrated with bioinformatic structural prediction. First, the lasso cyclase (<italic>citC</italic>) gene from the citrulassin A BGC was used as the query sequence for BLASTP searches against the genomic sequences of strains in the IFB database. A sequence identity cutoff of &#x0003E;45% was set to retrieve strains harboring homologous <italic>citC</italic>, suggesting the presence of potential lasso peptide BGCs. Second, to enrich for citrulassin-producing candidates, a secondary probe was used: the PAD gene (homologous to WP_064069847.1). This enzyme is distally encoded and critical for citrulline formation during citrulassin A biosynthesis. BLASTP analysis was independently conducted on the genomic data of first-round positive strains to identify those harboring PAD homologs. Strains co-harboring both a lasso peptide BGC with a lasso cyclase C homolog and an extra-cluster PAD homolog were prioritized as potential producers. These dual genetic features are hallmark characteristics of citrulassin biosynthesis, as PAD-mediated arginine deimination is essential for converting arginine to citrulline in mature citrulassins. Finally, the precursor peptides encoded within the candidate BGCs were analyzed using the RiPPMiner tool. This bioinformatic platform was utilized to predict core peptide sequences (following leader peptide cleavage) and tentative structural features of the mature lasso peptides, thereby facilitating the selection of strains with the potential to produce novel citrulassin-type compounds.</p>
</sec>
<sec>
<label>2.3</label>
<title>Fermentation, extraction, and isolation</title>
<p>The 15 candidate strains were inoculated into 250-ml flasks containing 50 ml TSB medium and cultivated at 30 &#x000B0;C, 220 rpm for 24 h to obtain seed cultures. These seed cultures were then transferred to various screening media and fermented at 30 &#x000B0;C with shaking at 150 rpm. After 7 days of cultivation, XAD-16 resin was added to the fermentation broth to absorb the target products. The resin was washed with deionized water and then extracted three times with methanol. The combined methanol extracts were concentrated under reduced pressure to yield a crude extract. This crude material was initially fractionated by medium-pressure liquid chromatography (MPLC) using a step gradient of CH<sub>3</sub>OH/H<sub>2</sub>O (10&#x02013;100%, v/v; flow rate 5 ml/min). Collected fractions were analyzed by analytical HPLC and pooled based on their chromatographic profiles, or subjected to further purification via gel column chromatography. Fractions purified by gel column chromatography were re-analyzed. Those containing the target compound were concentrated under reduced pressure, dissolved in methanol, and centrifuged to collect the supernatant. Final separation and purification were achieved by semi-preparative HPLC to obtain pure compounds.</p>
</sec>
<sec>
<label>2.4</label>
<title>Antimicrobial activity test</title>
<p>To evaluate the inhibitory bioactivity of the lasso peptide citrulassin N (<bold>1</bold>), agar-based inhibition assays were carried out following a previously reported protocol with minor adjustments (<xref ref-type="bibr" rid="B17">Palmer et al., 2018</xref>). In brief, bacterial strains were first grown overnight on LB agar plates and then inoculated into LB broth. The cultures were incubated at 37 &#x000B0;C until reaching an OD600 of 0.8. Subsequently, the culture was diluted 1:1,000 into sterilized LB medium containing 0.5% agar that had been pre-warmed to 40 &#x000B0;C, and the mixture was poured into plates. Onto the surface of each solidified soft-agar plate, 10 &#x003BC;l of purified lasso peptide was applied at varying concentrations across a tested gradient. Plates were then incubated at 37 &#x000B0;C for 24 h. Antibacterial activity was determined by measuring the clear inhibition zones formed around the peptide spots. All assays were performed in three independent replicates.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<sec>
<label>3.1</label>
<title>Genome mining reveals candidate citrulassin-type lasso peptide producers</title>
<p>A two-step targeted genome mining strategy was employed to identify potential citrulassin-producing strains from the IFB bacterial genome database. In the first round, the lasso peptide cyclase gene <italic>citC</italic> (A4V12_08815) from the citrulassin A biosynthetic gene cluster (BGC) was used as a BLASTP query, applying a sequence identity cutoff of &#x0003E;45%. This search yielded 34 putative lasso peptide BGCs distributed across 34 distinct bacterial strains (<xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig position="float" id="F2">
<label>Figure 2</label>
<caption><p>Genome mining for novel citrulassin-type lasso peptide.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1786444-g0002.tif">
<alt-text content-type="machine-generated">Flowchart illustrating a bioinformatics-guided workflow for the discovery of novel lasso peptides. The workflow includes BLAST searches against genomic databases to identify homologs of lasso cyclase and PAD enzymes, subsequent prioritization of bacterial strains, fermentation and bioactivity screening, structural prediction using the RiPPMiner algorithm, and final confirmation of peptide identity and structure via mass spectrometry analysis.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Characterized citrulassins.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Bacterial strain</bold></th>
<th valign="top" align="left"><bold>Core sequence<sup>&#x003B1;</sup></bold></th>
<th valign="top" align="left"><bold>PAD<sup>&#x003B2;</sup></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA00298</td>
<td valign="top" align="left">LLQRSGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces decoyicus</italic> CGMCC_4.1861</td>
<td valign="top" align="left">LLQSSGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NAX00255</td>
<td valign="top" align="left">LLQSSGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces aureocirculatus</italic> CGMCC_4.1609</td>
<td valign="top" align="left">LLQRHGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NEAU-S1GS20</td>
<td valign="top" align="left">LLQRSGNDRLLLSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA07857</td>
<td valign="top" align="left">LLGRHGNDRLILSKNS</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces aureorectus</italic> DSM 41692</td>
<td valign="top" align="left">LLGRAGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces calvus</italic> DSM 40010</td>
<td valign="top" align="left">LLGRAGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces alboniger</italic> CGMCC 4.1695</td>
<td valign="top" align="left">LLARNGNDRLIFSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA02069</td>
<td valign="top" align="left">LLGRHGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NAK02503</td>
<td valign="top" align="left">LLQRSGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NAK5540</td>
<td valign="top" align="left">LLQRSGNDRLIFSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NRRL S-337</td>
<td valign="top" align="left">LLSSSGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA000687</td>
<td valign="top" align="left">LLQRSGNDRLVLSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces lydicamycinicus</italic> NBRC_110027</td>
<td valign="top" align="left">LLNSSGNDRLVLSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA01503</td>
<td valign="top" align="left">LLQRSGRDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA04910</td>
<td valign="top" align="left">LLQRNGRDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NAK02529</td>
<td valign="top" align="left">LLQRSGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NRRL_S-1448</td>
<td valign="top" align="left">LLGNSGNDRLLLSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA04978</td>
<td valign="top" align="left">LLGHHGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA07887</td>
<td valign="top" align="left">LLGFAGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces cinerochromogenes</italic> CGMCC_4.1620</td>
<td valign="top" align="left">LLQRSGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces durhamensis</italic> CGMCC_4.1699</td>
<td valign="top" align="left">LLQRHGNDRLIFSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces leeuwenhoekii</italic> DSM_42122</td>
<td valign="top" align="left">LLQRSGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NA07992</td>
<td valign="top" align="left">LLGKHGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Lechevalieria xinjiangensis</italic> CGMCC_4.3525</td>
<td valign="top" align="left">LLGRSGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Longimycelium tulufanense</italic> CGMCC_4.5737</td>
<td valign="top" align="left">LLQKNGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Amycolatopsis xylanica</italic> KCTC_19581</td>
<td valign="top" align="left">LLGFSGNDRLILSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Prauserella shujinwangii</italic> CGMCC_4.7125</td>
<td valign="top" align="left">LLARNGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NAK00080</td>
<td valign="top" align="left">LLQSSGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NEAU-AAG7</td>
<td valign="top" align="left">LLGFHGNDRVILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Yuhushiella desert</italic> CGMCC_4.5579</td>
<td valign="top" align="left">LLQFRGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces</italic> sp. NAK00032</td>
<td valign="top" align="left">LLGRHGNDRVVLSKN</td>
<td valign="top" align="left">Y</td>
</tr>
<tr>
<td valign="top" align="left"><italic>Streptomyces natalensis</italic> NRRL_B-5314</td>
<td valign="top" align="left">LLEFRGNDRLILSKN</td>
<td valign="top" align="left">N</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x003B1;</sup>Predict core peptide sequences using RiPPMiner; <sup>&#x003B2;</sup>presence of PAD homologous genes (Y for yes, N for no).</p>
</table-wrap-foot>
</table-wrap>
<p>To evaluate whether these BGCs encoded citrulassin-type precursors, the corresponding precursor peptides were analyzed using the RiPPMiner platform, which enables accurate prediction of core peptide sequences and lasso peptide cross-links. Notably, all predicted core peptides shared a conserved arginine residue at position 9, corresponding to the first amino acid immediately outside the macrolactam ring in the lasso topology. This positional conservation is a defining feature of citrulassin-type lasso peptides, as this arginine residue serves as the substrate for post-translational citrullination. In the second round of screening, a confirmed peptidylarginine deiminase (PAD) homolog (WP_064069847.1) was employed as a secondary probe for BLASTP analysis against the 34 first-round positive strains. This analysis identified 15 strains that co-harbored both a citrulassin-like lasso peptide BGC and an extra-cluster PAD homolog (<xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="table" rid="T1">Table 1</xref>). The co-occurrence of a conserved Arg9-containing precursor and a putative PAD enzyme strongly suggests the biosynthetic potential for citrulline-modified lasso peptide production, thereby substantially narrowing the pool of candidate producers.</p>
</sec>
<sec>
<label>3.2</label>
<title>Fermentation, detection, and isolation of citrulassin N (1)</title>
<p>The 15 candidate strains identified through dual-probe genome mining were subjected to fermentation, followed by metabolite profiling using liquid chromatography&#x02013;mass spectrometry (LC&#x02013;MS). Among these strains, <italic>Streptomyces</italic> sp. NAX00255 exhibited a prominent molecular ion peak at <italic>m/z</italic> 820.9511 corresponding to [M&#x0002B;2H]<sup>2&#x0002B;</sup>, which closely matched the molecular weight predicted for a citrulline-modified lasso peptide based on RiPPMiner analysis. Encouraged by this result, large-scale fermentation of <italic>Streptomyces</italic> sp. NAX00255 was carried out to facilitate compound isolation. Subsequent purification using a combination of ODS medium-pressure liquid chromatography (MPLC) and semi-preparative reverse-phase high-performance liquid chromatography (RP-HPLC) afforded 10 mg of the target compound, designated citrulassin N (<bold>1</bold>).</p>
</sec>
<sec>
<label>3.3</label>
<title>Structural elucidation of citrulassin N (1)</title>
<p>Citrulassin N (<bold>1</bold>) was isolated as a white amorphous powder. High-resolution electrospray ionization mass spectrometry (HR-ESI-MS) established its molecular formula as C<sub>70</sub>H<sub>121</sub>N<sub>21</sub>O<sub>24</sub>, based on the observed [M&#x0002B;2H]<sup>2&#x0002B;</sup> ion at <italic>m/z</italic> 820.9511 (calcd for C<sub>70</sub>H<sub>123</sub>N<sub>21</sub>O<sub>24</sub>, 820.9519), corresponding to 21 degrees of unsaturation. Although the limited quantity of compound resulted in reduced signal-to-noise ratios for certain NMR spectra, the molecular formula was fully consistent with predictions derived from the associated biosynthetic gene cluster using RiPPMiner. Comprehensive analysis of <sup>1</sup>H NMR, <sup>13</sup>C NMR, <sup>1</sup>H&#x02013;<sup>1</sup>H COSY, HSQC, HMBC, and MS/MS data enabled unambiguous structural assignment of compound <bold>1</bold>.</p>
<p>The <sup>1</sup>H NMR (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4</xref>) and <sup>1</sup>H&#x02013;<sup>1</sup>H HSQC (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S6</xref>) spectra showed typical features of a peptide-derived compound, including 16 amide NH signals (&#x003B4;<sub>H</sub> 6.80, 6.90, 7.06, 7.16, 7.20, 7.24, 7.28, 7.56, 7.70, 7.80, 7.88, 8.01,8.23, 8.34, 8.42, and 8.92). The <sup>13</sup>C NMR spectrum (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S5</xref>) also displayed 20 amide/acid carbonyl signals (158.3, 158.4, 159.2, 167.7, 169.4, 169.5, 170.1, 170.8, 171.0, 171.2, 171.6, 172.0, 172.5, 172.8, 173.0, 173.3, 173.6, 173.7, 173.8, and 174.4). Comprehensive analysis of the 1D (<sup>1</sup>H, <sup>13</sup>C) and 2D (<sup>1</sup>H-<sup>1</sup>H COSY, HSQC, and HMBC) NMR spectra (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figures S4</xref>&#x02013;<xref ref-type="supplementary-material" rid="SM1">S8</xref>) revealed compound <bold>1</bold> contained 15 amino acid residues, including four Leucines (Leu), a Glutamine (Gln), three Serines (Ser), a Glycine (Gly), two Asparagines (Asn), an Aspartic acid (Asp), a Citrulline (Cit), an Isoleucine (Ile), and a Lysine (Lys). Given that 20 carbonyl signals account for 20 of the 21 degrees of unsaturation, we infer the presence of one additional ring structure in the peptide, which aligns with the predicted cyclic architecture of a lasso peptide.</p>
<p>MS/MS analysis serves as a critical tool for providing direct evidence of amino acid connectivity within peptide chains. LC-MS/MS fragmentation data (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>) clearly established the sequence of the C-terminal heptapeptide (Cit9-Leu10-Ile11-Leu12-Ser13-Lys14-Asn15) and corroborated the presence of the macrolactam ring formed by the eight-residue segment (Leu1-Leu2-Gln3-Ser4-Ser5-Gly6-Asn7-Asp8). These results conclusively demonstrate that the planar structure of compound <bold>1</bold> consists of an eight-membered macrolactam ring linked to a seven-residue C-terminal tail, thereby defining its architecture as a lasso peptide (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig position="float" id="F3">
<label>Figure 3</label>
<caption><p>Chemical structures of citrulassin N (<bold>1</bold>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1786444-g0003.tif">
<alt-text content-type="machine-generated">Chemical structure diagram on the left shows the amino acid sequence and molecular structure of Citrulassin N, labeled with the names and positions of each residue in green. On the right, a schematic circular figure visually represents the peptide&#x02019;s sequence, with blue and red ovals indicating different amino acid positions, and the abbreviation &#x0201C;Cit&#x0201D; marking citrulline.</alt-text>
</graphic>
</fig>
</sec>
<sec>
<label>3.4</label>
<title>Proposed biosynthetic pathway of citrulassin N (1)</title>
<p>Based on genomic analysis of <italic>Streptomyces</italic> sp. NAX00255 and the conserved biosynthetic logic of citrulassins, a plausible biosynthetic pathway of citrulassin N (<bold>1</bold>) was proposed (<xref ref-type="fig" rid="F4">Figure 4</xref>). The precursor peptide encoded within the lasso peptide BGC consists of a leader peptide followed by a 15-residue core peptide (LLQSSGNDRLILSKN), which is consistent with the typical modular architecture characteristic of lasso peptide precursors. The biosynthesis initiates with the proteolytic cleavage of the leader peptide by a leader peptidase, releasing the mature core peptide. Subsequently, the lasso cyclase (a CitC homolog) catalyzes the formation of an eight-membered N-terminal macrolactam ring via amide bond formation between the &#x003B1;-amino group of Leu1 and the side-chain carboxylate of Asp8, a key step in constructing the lasso topology. Notably, the ninth residue in the precursor core peptide is arginine, which is positioned immediately outside the macrolactam ring and serves as the substrate for citrullination. Deimination of Arg9 to citrulline is proposed to be catalyzed by an extra-cluster PAD homolog (WP_064069847.1), yielding the signature citrulline modification that defines citrulassin N. Finally, the C-terminal tail (Leu10-Asn15) threads through the macrolactam ring to form the mechanically interlocked lasso structure, which is consistent with the structural features deduced from NMR and MS/MS data. This biosynthetic pathway closely mirrors that of citrulassin A, underscoring that the conserved combination of a citrulassin-type lasso peptide BGC and an extra-cluster PAD gene is sufficient to direct the biosynthesis of citrulline-modified lasso peptides (<xref ref-type="fig" rid="F1">Figure 1</xref>). These findings further validate the effectiveness of the dual-probe genome-mining strategy for targeted discovery of structurally unique RiPPs.</p>
<fig position="float" id="F4">
<label>Figure 4</label>
<caption><p>The biosynthetic gene cluster and biosynthetic pathway of citrulassin N (<bold>1</bold>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1786444-g0004.tif">
<alt-text content-type="machine-generated">Gene cluster schematic from Streptomyces sp. NAX00255 shows genes A, C, E, and B color-coded for precursor peptide, lasso cyclase, RRE, and leader peptidase. The precursor peptide sequence is divided into a leader region and core region. Peptide structure illustration highlights amino acids, with enzyme PAD converting arginine (R) to citrulline (Cit) within the core region.</alt-text>
</graphic>
</fig>
</sec>
<sec>
<label>3.5</label>
<title>Antibacterial and cytotoxic activity assays of citrulassin N (1)</title>
<p>Given that several lasso peptides have been reported to exhibit antimicrobial activities (<xref ref-type="bibr" rid="B4">Carson et al., 2023</xref>; <xref ref-type="bibr" rid="B11">King et al., 2023</xref>; <xref ref-type="bibr" rid="B16">Mucha et al., 2025</xref>), the antibacterial potential of citrulassin N (<bold>1</bold>) was evaluated against a panel of Gram-positive (<italic>Staphylococcus aureus</italic> ATCC 6538, <italic>Bacillus subtilis</italic> ATCC 9372) and Gram-negative (<italic>Pseudomonas aeruginosa</italic> ATCC 27853, <italic>Escherichia coli</italic> ATCC 25922) bacterial strains. The results indicated that the compound exhibited only weak inhibitory activity against <italic>Staphylococcus aureus</italic> ATCC 6538, with a minimum inhibitory concentration (MIC) of 40 &#x003BC;g/ml, and showed no significant activity against the other tested strains (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Antimicrobial activities of citrulassin N (<bold>1</bold>).</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left" rowspan="2"><bold>Compounds</bold></th>
<th valign="top" align="center"><bold><italic>Staphylococcus aureus</italic></bold></th>
<th valign="top" align="center"><bold><italic>Bacillus subtilis</italic></bold></th>
<th valign="top" align="center"><bold><italic>Pseudomonas aeruginosa</italic></bold></th>
<th valign="top" align="center"><bold><italic>Escherichia coli</italic></bold></th>
</tr>
<tr>
<th valign="top" align="center" colspan="4"><bold>MIC (</bold>&#x003BC;<bold>g/ml)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Citrulassin N (<bold>1</bold>)</td>
<td valign="top" align="center">40</td>
<td valign="top" align="center">&#x0003E;50</td>
<td valign="top" align="center">&#x0003E;50</td>
<td valign="top" align="center">&#x0003E;50</td>
</tr>
<tr>
<td valign="top" align="left">Ciprofloxacin<sup>a</sup></td>
<td valign="top" align="center">0.195</td>
<td valign="top" align="center">0.350</td>
<td valign="top" align="center">2.5</td>
<td valign="top" align="center">0.195</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>a</sup>Positive control.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>In this study, we identified and structurally characterized a new citrulline-modified lasso peptide, citrulassin N (<bold>1</bold>), through a targeted genome-mining strategy that integrates two complementary genetic markers. By combining a conserved core biosynthetic enzyme (the lasso peptide cyclase, CitC) with a functionally diagnostic tailoring enzyme (peptidylarginine deiminase, PAD), we were able to efficiently prioritize candidate strains with genuine potential to produce citrulassin-type peptides. This dual-probe strategy substantially reduced the number of candidate biosynthetic gene clusters requiring experimental validation and ultimately enabled the discovery of a previously unreported citrulline-modified lasso peptide.</p>
<p>A defining feature of citrulassins is the presence of a citrulline residue generated through PAD-catalyzed deimination of arginine, a post-translational modification that is exceedingly rare in bacterial natural products. Notably, the PAD responsible for this transformation is encoded outside the canonical lasso peptide biosynthetic gene cluster. The successful identification of citrulassin N reinforces the notion that genetically disconnected tailoring enzymes can play essential roles in RiPP biosynthesis and that their presence in the genome can serve as a reliable indicator of specific chemical modifications. Our results further demonstrate that the conserved Arg residue positioned immediately outside the macrolactam ring represents a privileged site for citrullination, underscoring the tight interplay between lasso peptide topology and post-translational modification.</p>
<p>The excellent agreement between the structure predicted from genome analysis and that experimentally determined by NMR and MS/MS highlights the growing reliability of bioinformatic tools such as RiPPMiner for guiding RiPP discovery. While citrulassin N (<bold>1</bold>) displayed only weak antibacterial activity, its discovery is nonetheless significant. Rather than expanding bioactivity space, this work primarily advances methodological capability by illustrating how genome mining can be tailored to selectively uncover RiPPs bearing rare and chemically distinctive modifications.</p>
<p>More broadly, the dual-probe genome-mining concept demonstrated here is readily extendable to other RiPP families. Pairing core biosynthetic genes with signature tailoring enzymes&#x02014;particularly those responsible for uncommon or mechanistically intriguing modifications&#x02014;offers a generalizable strategy for accessing hidden chemical diversity that may be overlooked by conventional single-probe or motif-based searches. As genome databases continue to expand, such focused and logic-driven mining approaches will become increasingly valuable for the efficient discovery of structurally and biosynthetically unusual natural products.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<label>5</label>
<title>Conclusion</title>
<p>In conclusion, we report the discovery of citrulassin N (<bold>1</bold>), a new citrulline-modified lasso peptide, through a dual-probe genome-mining strategy that integrates a lasso peptide cyclase and an extra-cluster peptidylarginine deiminase. Comprehensive structural elucidation confirmed both the lasso topology and the site-specific citrulline modification predicted from genomic analysis. This work expands the citrulassin family and demonstrates that targeted genetic filtering based on biosynthetic logic can substantially streamline the discovery of RiPPs with rare post-translational modifications.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>Z-RW: Data curation, Methodology, Writing &#x02013; review &#x00026; editing, Investigation, Conceptualization, Validation, Software, Writing &#x02013; original draft. CZ: Writing &#x02013; review &#x00026; editing. Z-YY: Resources, Writing &#x02013; review &#x00026; editing. DF: Funding acquisition, Writing &#x02013; review &#x00026; editing, Data curation. Z-FX: Data curation, Writing &#x02013; review &#x00026; editing, Formal analysis, Funding acquisition.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The author(s) 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 sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x00027;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>
<sec sec-type="supplementary-material" id="s11">
<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/fmicb.2026.1786444/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2026.1786444/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Supplementary_file_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/></sec>
<ref-list>
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<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/573915/overview">Peng Fu</ext-link>, Ocean University of China, China</p>
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<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1194122/overview">Gang Li</ext-link>, Qingdao University, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/872279/overview">Zhikai Guo</ext-link>, Chinese Academy of Tropical Agricultural Sciences, China</p>
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