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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1464877</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Tailored biosynthesis of diosmin through reconstitution of the flavonoid pathway in <italic>Nicotiana benthamiana</italic>
</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Lee</surname>
<given-names>Hyo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Park</surname>
<given-names>Sangkyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Saet Buyl</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Song</surname>
<given-names>Jaeeun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Tae-Hwan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kim</surname>
<given-names>Beom-Gi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Metabolic Engineering Division, National Institute of Agricultural Sciences, Rural Development Administration</institution>, <addr-line>Jeonju</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Animal Science, Institute of Agricultural Science and Technology, College of Agriculture and Life Science, Chonnam National University</institution>, <addr-line>Gwangju</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Moonhyuk Kwon, Gyeongsang National University, Republic of Korea</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yong-Min Kim, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Republic of Korea</p>
<p>Tanya Biswas Sardana, University of Delhi, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Beom-Gi Kim, <email xlink:href="mailto:bgkimpeace@gmail.com">bgkimpeace@gmail.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1464877</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Lee, Park, Lee, Song, Kim and Kim</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Lee, Park, Lee, Song, Kim and Kim</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>The flavonoid diosmin (diosmetin 7-<italic>O</italic>-rutinoside) is used as a therapeutic agent for disorders of the blood vessels such as hemorrhoids and varicose veins. Diosmin is commercially produced using semi-synthetic methods involving the oxidation of hesperidin, the most abundant flavonoid in citrus fruits. However, this method produces byproducts that are toxic to the environment, and new sustainable methods to produce diosmin are required. Here, we used a synthetic biology approach to produce diosmin without generating toxic byproducts through reconstitution of the diosmin biosynthetic pathway in <italic>Nicotiana benthamiana</italic>. We first established that <italic>N. benthamiana</italic> leaves co-infiltrated with all seven genes in the flavonoid biosynthesis pathway produced high levels of luteolin, a precursor of diosmetin. We then compared the activity of modification enzymes such as methyltransferases, glucosyltransferases, and rhamnosyltransferases in <italic>Escherichia coli</italic> and <italic>in planta</italic> and selected genes encoding enzymes with the highest activity for producing diosmetin, diosmetin 7-<italic>O</italic>-glucoside, and diosmin, respectively. Finally, we reconstructed the entire diosmin biosynthetic pathway using three constructs containing ten genes encoding enzymes in this pathway, from phenylalanine ammonia lyase to rhamnosyltransferase. <italic>N. benthamiana</italic> leaves transiently co-expressing all these genes yielded 37.7 &#xb5;g diosmin per gram fresh weight. To our knowledge, this is the first report of diosmin production in a heterologous plant system without the supply of a precursor. Successful production of diosmin in <italic>N. benthamiana</italic> opens new avenues for producing other commercially important flavonoids using similar platforms.</p>
</abstract>
<kwd-group>
<kwd>diosmin</kwd>
<kwd>diosmetin</kwd>
<kwd>flavonoid</kwd>
<kwd>synthetic biology</kwd>
<kwd>transient expression</kwd>
<kwd>
<italic>Nicotiana benthamiana</italic>
</kwd>
</kwd-group>
<contract-num rid="cn001">PJ01720901</contract-num>
<contract-sponsor id="cn001">Rural Development Administration<named-content content-type="fundref-id">10.13039/501100003627</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">National Research Foundation of Korea<named-content content-type="fundref-id">10.13039/501100003725</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="13"/>
<word-count count="6450"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Systems and Synthetic Biology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Diosmin (diosmetin 7-<italic>O</italic>-rutinoside), a natural flavone glycoside of the aglycone diosmetin (3&#x2032;,5,7-trihydroxy-4&#x2032;-methoxyflavone), was first isolated in 1925 from figwort (<italic>Scrophularia nodosa</italic> L.). Given its ability to mitigate venous insufficiency, diminish inflammation, and restore normal blood flow, diosmin has long been used as a phlebotonic and vascular protector (<xref ref-type="bibr" rid="B2">Ahmed et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B1">Abdel-Reheim et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B9">Feldo et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Shalkami et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B14">Huwait and Mobashir, 2022</xref>). Furthermore, various <italic>in vitro</italic> and <italic>in vivo</italic> studies have indicated that diosmin has antioxidant, anticancer, antidiabetic, and mild antibacterial activities (<xref ref-type="bibr" rid="B38">Pietrzycka et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B21">Lewinska et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Mustafa et&#xa0;al., 2022</xref>). The demand for diosmin in the nutraceutical and pharmaceutical markets is increasing rapidly.</p>
<p>Diosmin is produced by citrus plants and its abundance varies based on the species, tissue type, and maturity of the fruits, with immature fruits usually having higher concentrations of diosmin. However, in various citrus plants (e.g., <italic>Citrus limon</italic>, <italic>C. aurantium</italic> L., <italic>C. limonia</italic> Osbeck, <italic>C. medica</italic> L., <italic>C. reticulata</italic> Blanco, and <italic>C. sinensis</italic> Osbeck), the concentration of hesperidin, which can be converted into diosmin, in citrus peel (400&#x2013;23,000 &#xb5;g/g dry weight [DW]) is higher than that of diosmin (0&#x2013;440 &#xb5;g/g DW), and diosmin is mostly absent in the pulp (<xref ref-type="bibr" rid="B5">Chen et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B25">Liu et&#xa0;al., 2021</xref>). Therefore, diosmin has been commercially produced from hesperidin using a semi-synthetic method involving the oxidation of hesperidin extracted from citrus fruits. However, this method produces byproducts that are damaging to the environment and requires additional clean-up steps and supply of raw materials is unstable (<xref ref-type="bibr" rid="B52">Zhao, 2022</xref>). Thus, several efforts have been made to produce diosmin directly in a biological system. <xref ref-type="bibr" rid="B46">Wang et&#xa0;al. (2021a)</xref> produced diosmetin from hesperitin by expressing the gene encoding flavone synthase (FNS), an enzyme in the flavonoid biosynthetic pathway, in <italic>E. coli</italic>. In addition, <xref ref-type="bibr" rid="B6">Deng et&#xa0;al. (2024)</xref> produced diosmin <italic>in vitro</italic> through a multi-enzyme cascade reaction involving CiCOM10 (methyltransferase), CiUGT11 (glucosyltransferase), and CiRhaT (rhamnosyltransferase) derived from <italic>Chrysanthemum indicum</italic>. In this system, luteolin, an upstream metabolite of diosmin, was provided as the substrate.</p>
<p>Luteolin is biosynthesized through the phenylpropanoid pathway, which consists of phenylalanine ammonia lyase (PAL), cinnamate 4-hydroxylase (C4H), and 4-coumarate ligase (4CL), and from the flavonoid biosynthetic pathway, which comprises chalcone synthase (CHS), chalcone isomerase (CHI), FNS, and flavonoid 3&#x2032;-hydroxylase (F3&#x2032;H) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B10">Ferrer et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B32">Muruganathan et&#xa0;al., 2022</xref>). 4&#x2032;-<italic>O</italic>-methylation of luteolin produces diosmetin, the aglycone of diosmin; the two-step glycosylation of diosmetin by 7<italic>-O-</italic>glucosyltransferase and 1,6-rhamnosyltransferase (1,6RhaT) completes diosmin biosynthesis (<xref ref-type="bibr" rid="B44">Tiwari et&#xa0;al., 2016</xref>). Several genes encoding methyltransferases that catalyze the methylation of flavonoids at various sites have been characterized from different plant species. Flavonoid 3&#x2032; or 3&#x2032;,5&#x2032;-<italic>O</italic>-methyltransferases that catalyze methylation at the 3&#x2032; or 3&#x2032;/5&#x2032; position of the B ring include AtOMT1 (3&#x2032;, <italic>Arabidopsis thaliana</italic>), CaOMT1 (3&#x2032;, <italic>Chrysosplenium americanum</italic>), MpOMT3 (3&#x2032;, <italic>Mentha piperita</italic>), SIMOMT4 (3&#x2032;, <italic>Solanum lycopersicum</italic>) OsOMT1 (3&#x2032;, <italic>Oryza sativa</italic>), ZmOMT1 (3&#x2032;/5&#x2032;, <italic>Zea mays</italic>), HvOMT1 (3&#x2032;/5&#x2032;, <italic>Hordeum vulgare</italic>), TaOMT1 (3&#x2032;/4&#x2032;/5&#x2032;, <italic>Triticum aestivum</italic>), and CrOMT2 (3&#x2032;/5&#x2032;/7, <italic>Citrus reticulata</italic>) (<xref ref-type="bibr" rid="B28">Liu et&#xa0;al., 2020</xref>). <italic>PaF4&#x2032;OMT</italic> (<italic>Plagiochasma appendiculatum</italic>), <italic>MpOMT4</italic> (<italic>Mentha &#xd7; piperita</italic>), and <italic>SOMT2</italic> (<italic>Glycine max</italic>) have been identified as genes encoding flavonoid 4&#x2032;-<italic>O</italic>-methyltransferases (<xref ref-type="bibr" rid="B17">Kim et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B29">Liu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2022</xref>). Although citrus can be expected to have high 4&#x2032;OMT activity, so far, only CreOMT1 and CreOMT4 (from <italic>C. reticulata</italic>) are highly associated with polymethoxyflavone (PMF) biosynthesis (<xref ref-type="bibr" rid="B54">Zohra et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Liao et&#xa0;al., 2023</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Proposed diosmin biosynthetic pathway from phenylalanine. The phenylpropanoid pathway (blue box) starts with phenylalaine produced by the shikimate pathway. The diosmin (red box) biosynthesis pathway starts with chalcone synthase (CHS) converting three molecules of malonyl-CoA and one molecule of 4-coumaroyl-CoA into naringenin chalcone. PAL, phenylalanine ammonia lyase; C4H, cinnamate 4-hydroxylase; 4CL, 4-coumarate ligase; CHS, chalcone synthase; CHI, chalcone isomerase; FNS, flavone synthase; F3'H, flavonoid 3'-hydroxylase; F4&#x2032;OMT, flavonoid 4&#x2032;-<italic>O</italic>-methyltransferase; F7GT, flavonoid 7-<italic>O</italic>-glucosyltransferase; 1,6RhaT, 1,6-rhamnosyltransferase.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1464877-g001.tif"/>
</fig>
<p>Glycosylation by uridine diphosphate glucosyltransferases (UDP-glucosyltransferases, UGTs) is a common modification, and flavonoids are stored as glucosides in plants (<xref ref-type="bibr" rid="B18">Kim et&#xa0;al., 2006</xref>). UGTs can be divided into several groups, such as 3-<italic>O</italic>-glucosyltransferases, 5-<italic>O</italic>-glucosyltransferases, and 7-<italic>O</italic>-glucosyltransferases, depending on their regioselectivities (<xref ref-type="bibr" rid="B53">Zhao et&#xa0;al., 2024</xref>). Diosmetin 7-<italic>O</italic>-glucoside is biosynthesized from diosmetin by flavonoid 7-<italic>O</italic>-glucosyltransferase (F7GT). In <italic>C. sinensis</italic> (sweet orange), CsUGT76F1 converts diosmetin to diosmetin 7-<italic>O</italic>-glucoside and shows broad substrate specificity toward flavonoids such as hesperitin, naringenin, diosmetin, quercetin, and kaempferol <italic>in vitro</italic> (<xref ref-type="bibr" rid="B26">Liu et&#xa0;al., 2018</xref>). CiUGT11 (UGT88B3) was recently characterized from <italic>C. indicum</italic> and shown to glycosylate diosmetin to form diosmetin 7-<italic>O</italic>-glucoside; this enzyme displays wide-ranging substrate acceptance toward flavonoids such as apigenin, acacetin, luteolin, hesperitin, kaempferol, quercetin, and genistein at different positions (<xref ref-type="bibr" rid="B6">Deng et&#xa0;al., 2024</xref>). Diosmin is produced from diosmetin 7-<italic>O</italic>-glucoside by 1,6-rhamnosyltransferase (1,6RhaT) (<xref ref-type="bibr" rid="B11">Frydman et&#xa0;al., 2013</xref>). Cs1.6RhaT (<italic>C. sinensis</italic>) shows broad substrate acceptance toward the glycosides of flavonoid substrates (e.g., flavanones, flavones, flavonols, and anthocyanins) and catalyzes the rhamnosylation of flavonoid 3- or 7-<italic>O</italic>-glucoside (<xref ref-type="bibr" rid="B11">Frydman et&#xa0;al., 2013</xref>). Overexpression of <italic>CiRhaT</italic> (<italic>C. indicum</italic>) increase affects linarin, isorhoifolin, and diosmin production; this enzyme shows wide substrate specificity but preferentially uses acacetin 7-<italic>O</italic>-glucoside as substrate (<xref ref-type="bibr" rid="B50">Wu et&#xa0;al., 2022</xref>).</p>
<p>Biomolecules, such as high-value metabolites, can be biosynthesized in plants or other living systems by reconstituting their biosynthetic pathways using synthetic biology technology (<xref ref-type="bibr" rid="B45">Wang and Demirer, 2023</xref>). Plant systems are better suited for the production of secondary metabolites than are microbial systems, due to their cost-effective use of light and water (<xref ref-type="bibr" rid="B3">Barnum et&#xa0;al., 2021</xref>), their multiple cellular compartments and tissue types (<xref ref-type="bibr" rid="B55">Zurbriggen et&#xa0;al., 2012</xref>), and their possession of enzymes such as cytochrome P450s (CYPs) (<xref ref-type="bibr" rid="B39">Poborsky et&#xa0;al., 2023</xref>). <italic>Nicotiana benthamiana</italic> has been widely used as a model system in which to reconstitute natural plant product pathways, because it can transiently express foreign genes by <italic>Agrobacterium</italic> mediated infiltration at high efficiency, has a large biomass, and grows rapidly (<xref ref-type="bibr" rid="B30">Ma et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B41">Reed and Osbourn, 2018</xref>; <xref ref-type="bibr" rid="B34">Norkunas et&#xa0;al., 2018</xref>). The expression of multiple genes to reconstitute biosynthetic pathways in <italic>N. benthamiana</italic> has allowed the production of several natural products, such as lignans (<xref ref-type="bibr" rid="B20">Lau and Sattely, 2015</xref>), betalains (<xref ref-type="bibr" rid="B40">Polturak et&#xa0;al., 2016</xref>), etoposide (<xref ref-type="bibr" rid="B42">Schultz et&#xa0;al., 2019</xref>), strictosidine (<xref ref-type="bibr" rid="B7">Dudley et&#xa0;al., 2022</xref>), and baccatin III (<xref ref-type="bibr" rid="B15">Jiang et&#xa0;al., 2024</xref>).</p>
<p>In this study, we successfully produced diosmin through reconstituting its biosynthetic pathway in <italic>N. benthamiana</italic> leaves without providing substrate. Expression of all ten genes encoding enzymes in the diosmin biosynthetic pathway (from <italic>PAL</italic> to <italic>RhaT</italic>), divided into three optimized modules, resulted in the production of up to 37.7 &#xb5;g diosmin per gram fresh weight (FW). This study sets the stage for producing other commercially important flavonoids in plant systems.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Cloning of diosmin biosynthetic genes from different plant sources</title>
<p>Ten genes in the diosmin biosynthetic pathway were selected from different plants and used for module assembly: <italic>PAL</italic>, <italic>C4H</italic>, <italic>4CL</italic>, <italic>CHS</italic>, <italic>CHI, FNS</italic>, <italic>F3&#x2032;H</italic>, <italic>F4&#x2032;OMT</italic>, <italic>F7GT</italic>, and <italic>1,6RhaT</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Type IIS restriction enzyme sites (e.g., <italic>Bsa</italic>I and <italic>Bpi</italic>I) within the genes were mutated to remove restriction sites without introducing changes in the encoded amino acids. The coding sequences (CDSs) of nine genes (<italic>AtPAL</italic>, <italic>AtC4H</italic>, <italic>Sh4CL</italic>, <italic>OsCHS</italic>, <italic>OsFNS</italic>, <italic>OsF3&#x2032;H</italic>, <italic>PaF4&#x2032;OMT</italic>, <italic>CsUGT76F1</italic>, and <italic>Cs1,6RhaT</italic>) were synthesized by Bionics Inc. (Korea). Four genes (<italic>AtC4H</italic>, <italic>OsCHS</italic>, <italic>OsFNS</italic>, and <italic>OsF3</italic>&#x2032;<italic>H</italic>) were codon-optimized for efficient expression in <italic>N. benthamiana</italic> plants using the GenScript GenSmart&#x2122; Codon Optimization tool. The CDS of <italic>BrCHI</italic> was isolated from total RNA extracted from <italic>Brassica rapa</italic> L. leaves by reverse-transcription PCR using amfiRivert cDNA Synthesis Mastermix (GenDEPOT, Barker, TX, USA), PrimeSTAR HS DNA Polymerase (Takara bio Inc., Japan), and gene-specific primers (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>) under the following conditions: 98&#xb0;C for 2&#xa0;min; 33 cycles of 98&#xb0;C for 10 s, 58&#xb0;C for 15 s, and 72&#xb0;C for 1&#xa0;min; and a final extension at 72&#xb0;C for 3&#xa0;min. The PCR products were purified using a QIAquickGEL Extraction kit (Qiagen, Germany). The ten genes (<italic>AtPAL</italic>, <italic>AtC4H</italic>, <italic>Sh4CL</italic>, <italic>OsCHS</italic>, <italic>OsFNS</italic>, <italic>OsF3&#x2032;H</italic>, <italic>PaF4&#x2032;OMT</italic>, <italic>CsUGT76F1</italic>, and <italic>Cs1,6RhaT</italic>) were subcloned into the level 0 (plCH41308) module using a Modular Cloning (MoClo) system (Addgene, USA) (<xref ref-type="bibr" rid="B48">Weber et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B8">Engler et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B12">Gantner et&#xa0;al., 2018</xref>) and verified by Sanger sequencing (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
<p>Three types of modules (level 0, basic modules; level 1, transcription units; level M, multigene constructs) were constructed using the MoClo system (MoClo Tool Kit #1000000044; MoClo Plant Parts Kit# 1000000047; MoClo Plant Parts II and Infrastructure Kit #1000000135). Transcriptional units (level 1 modules) were constructed by assembling the level 0 (Promoter, CDS, Terminator) modules (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables&#xa0;2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>3</bold>
</xref>). Level M modules [PCFF (P, <italic>AtPAL</italic>; C, <italic>OsCHS</italic>; F, <italic>OsFNS</italic>; F, <italic>OsF3&#x2032;H</italic>), PC4 (P, <italic>AtPAL</italic>; C, <italic>AtC4H</italic>; 4, <italic>Sh4CL</italic>), CCFF (C, <italic>OsCHS</italic>; C, <italic>BrCHI</italic>; F, <italic>OsFNS</italic>; F, <italic>OsF3&#x2032;H</italic>), MGR (M, <italic>PaF4&#x2032;OMT</italic>; G, <italic>F7GT</italic>; R, <italic>Cs1,6RhaT</italic>)] were constructed using the level 1 modules and an end-linker to build multigene expression vectors. Golden Gate reaction mixtures were prepared as follows: 40 fmol of each DNA insert or plasmid, 1.5 &#x3bc;l of T4 DNA ligase (400 U/&#x3bc;l, NEB), 1 &#x3bc;l of restriction enzyme, 2.5 &#x3bc;l of 10&#xd7; ligation buffer, and sterile water to bring the final volume to 25 &#x3bc;l. <italic>Bsa</italic>I-HF v2 (NEB, USA) or <italic>Bpi</italic>I (Thermofisher, USA) type IIS restriction enzymes were used to assemble modules (<xref ref-type="bibr" rid="B48">Weber et&#xa0;al., 2011</xref>). After incubation in a thermal cycler, <italic>Escherichia coli</italic> was transformed with the entire reaction, and the resulting transformed bacteria were plated onto LB medium with the appropriate antibiotics and X-gal. White colonies were resuspended in 20 &#x3bc;l of sterile water, and 5 &#x3bc;l of the suspension was used for colony PCR (<xref ref-type="bibr" rid="B31">Marillonnet and Gr&#xfc;tzner, 2020</xref>).</p>
</sec>
<sec id="s2_2">
<title>Substrate feeding assays of recombinant F4&#x2032;OMT and 1,6RhaT proteins in <italic>E coli</italic>
</title>
<p>Eight genes encoding F4&#x2032;OMT and 1,6RhaT modification enzymes in the diosmin biosynthetic pathway were selected from various plants and synthesized by Bionics Inc. (Korea): <italic>PaF4&#x2032;OMT</italic>, <italic>MpOMT4</italic>, <italic>SOMT2</italic>, <italic>CreOMT1</italic>, <italic>CreOMT4</italic>, <italic>Cs1,6RhaT</italic>, and two <italic>CiRhaT</italic>s (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). The CDSs of synthesized <italic>F4&#x2032;OMT</italic>s (<italic>PaF4&#x2032;OMT</italic>, <italic>MpOMT4</italic>, <italic>SOMT2</italic>, <italic>CreOMT1</italic>, <italic>CreOMT4</italic>) and <italic>1,6RhaT</italic>s (<italic>Cs1,6RhaT</italic>, <italic>CiRhaT-GD4x</italic>, <italic>CiRhaT-AH2x</italic>) were subcloned into the pENTR-D-TOPO vector using a TOPO cloning kit (Thermo Fisher Scientific, USA) and verified by Sanger sequencing. The CDSs of <italic>F4&#x2032;OMT</italic> and <italic>1,6RhaT</italic> genes were cloned into the pGEX-6P-1 vector linearized by <italic>Bam</italic>HI digestion using an In-fusion Advantage PCR cloning Kit (Clontech, USA) and verified by Sanger sequencing; they were then transformed into <italic>E. coli</italic> BL21 (DE3) (Novagen, Germany). The transformed <italic>E. coli</italic> BL21 cells were grown overnight in LB medium with ampicillin (100 mg/L) at 37&#xb0;C and 200rpm. Cells were then inoculated into liquid LB medium and cultured to OD<sub>600</sub> = 0.6&#x2013;0.8 (<xref ref-type="bibr" rid="B37">Park et&#xa0;al., 2023</xref>). Production of recombinant F4&#x2032;OMT (PaF4&#x2032;OMT, MpOMT4, SOMT2, CreOMT1, CreOMT4) or 1,6RhaT (Cs1,6RhaT, CiRhaT-GD4x, CiRhaT-AH2x) proteins fused to glutathione S-transferase (GST) was induced using 100 &#x3bc;M isopropyl &#x3b2;-D-1-thiogalactopyranoside (IPTG) at 20&#xb0;C for 3&#xa0;h. Small aliquots of the induced cultures were set aside for SDS-PAGE analysis. Diosmetin or diosmetin7-<italic>O</italic>-&#x3b2;-D-glucopyranoside (diosmetin7-<italic>O</italic>-glucoside) (100 &#x3bc;M) was added as a substrate depending on the experiment. After 3&#xa0;h of incubation at 28&#xb0;C, the culture medium was extracted with an equal volume of ethyl acetate. After centrifugation at 13,000 rpm for 10&#xa0;min at 4&#xb0;C (MDX-310, Tomy Seiko Co., Ltd., Japan), the upper ethyl acetate phase was transferred to a fresh tube and evaporated under N<sub>2</sub> gas. The residue was dissolved in 80% (v/v) methanol and analyzed by high-performance liquid chromatography (HPLC), ultra-performance liquid chromatography (UPLC), and UPLC-DAD-QToF/MS.</p>
</sec>
<sec id="s2_3">
<title>Transient expression of diosmin biosynthetic genes in <italic>Nicotiana benthamiana</italic> leaves</title>
<p>Agrobacterium strain GV3101 harboring the overexpression vectors was transformed using the freeze-thaw method (<xref ref-type="bibr" rid="B49">Weigel and Glazebrook, 2006</xref>). A positive colony of GV3101 transformant was picked and pre-cultured in YEP medium with antibiotics at 28&#xb0;C for 24&#xa0;h. For the main culture, 50 &#x3bc;l of pre-culture was transferred into a fresh 50&#xa0;ml of YEP medium containing antibiotics. This cell culture was centrifuged at 5,000 rpm for 10&#xa0;min (MDX-310, Tomy Seiko Co., Ltd., Japan). The pellet was resuspended in agro-infiltration buffer containing 10 mM MES (pH 5.6), 10 mM MgCl<sub>2</sub>, 5% (w/v) D-glucose, and 200 &#xb5;M acetosyringone (4-hydroxy-3,5-dimethoxyacetophenone, Sigma) to a final OD<sub>600</sub> = 0.6. Equal volumes of Agrobacterium cells (OD<sub>600</sub> = 0.6) carrying the overexpression vector and those containing a construct harboring <italic>P19</italic>, which is a suppressor of RNA-mediated gene silencing, were mixed and incubated at room temperature for 2&#x2013;3 h. <italic>N. benthamiana</italic> plants were grown in a greenhouse with a 16-h/8-h light/dark cycle (at 28&#xb0;C during the day and 25&#xb0;C at night). Agrobacterium cells in infiltration buffer were mixed thoroughly before co-infiltration. Agrobacterium mixtures were gently infiltrated using a 1-ml blunt-end syringe against the abaxial side of the leaves of 4-week-old <italic>N. benthamiana</italic> plants. Three individual plants were infiltrated with each construct or GV3101 (GV) cells used as a control. After agro-infiltration, the plants were grown in the same greenhouse for a further six days, and infiltrated leaves were then frozen in liquid nitrogen and stored at &#x2212;80&#xb0;C until use.</p>
</sec>
<sec id="s2_4">
<title>Identification of diosmetin by HPLC/UPLC analysis</title>
<p>Flavonoid contents of agro-infiltrated <italic>N. benthamiana</italic> leaves were quantified as their aglycone forms generated by acid hydrolysis. Ground leaf tissue (100 mg FW) was mixed with 400 &#x3bc;l 80% (v/v) methanol and incubated overnight at 4&#xb0;C. After centrifugation at 13,000 rpm for 10&#xa0;min at 4&#xb0;C, 200 &#x3bc;l of the supernatant was transferred to a new tube and was subjected to acid hydrolysis by adding 600 &#x3bc;l 1 M HCl and incubation at 94&#xb0;C for 2&#xa0;h. Flavonoids were then extracted using 800 &#x3bc;l of ethyl acetate, and the upper ethyl acetate phase was evaporated under N<sub>2</sub> gas. The residue was dissolved in 80% (v/v) methanol, filtered through a 0.2-&#x3bc;m Teflon polytetrafluoroethylene (PTFE) hydrophilic syringe filter (Thermo Fisher Scientific, USA), and subjected to analysis performed on a HPLC (High Performance Liquid Chromatography) system (Shimadzu, Japan) with the method described in <xref ref-type="bibr" rid="B36">Park et&#xa0;al. (2021)</xref> and an LC-20A UPLC (Ultra Performance Liquid Chromatography) system (Shimadzu) equipped with an Inertsil-ODS3 C18 column (3 &#x3bc;m, 3.0 &#xd7; 100&#xa0;mm; Shimadzu). For UPLC analysis, the mobile phase consisted of 0.1% (v/v) formic acid, acetonitrile, and methanol (60:16:24, v/v/v) at a constant flow rate of 0.3 ml/min (<xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2012</xref>). The temperature of the column was maintained at 30&#xb0;C. A diode array detector was used for real-time monitoring of the chromatograms, and the spectra of the compounds were recorded between 210 nm and 800 nm. Flavonoids, including flavonol (quercetin), flavones (luteolin, apigenin), and methylated flavones (chrysoeriol, diosmetin), were analyzed at 350 nm. The compounds were identified by comparing their retention times and UV spectra to those of flavonoid aglycone standards analyzed by HPLC or UPLC.</p>
</sec>
<sec id="s2_5">
<title>Identification of flavonoid aglycones and glycosides using UPLC-DAD-QToF/MS</title>
<p>The ground powder (100 mg FW) of agro-infiltrated <italic>N. benthamiana</italic> leaves was incubated overnight with 80% (v/v) methanol at 4&#xb0;C. After centrifugation at 13,000 rpm for 10&#xa0;min at 4&#xb0;C, half of the extract was used for acid hydrolysis of flavonoids, and the other half was used for analysis of flavonoid glycosides. The extracts were injected into an ultra-performance liquid chromatography diode array detector (UPLC-DAD) system (SCIEX Co., USA) connected to a reverse-phase column (CORTECS UPLC T3, 2.1 &#xd7; 150&#xa0;mm I.D., 1.6 &#x3bc;m; Waters Co., Milford, MA, USA) and a CORTECS UPLC VanGuard&#x2122; T3 pre-column (2.1 &#xd7; 50&#xa0;mm I.D., 1.6 &#x3bc;m; Waters Co.). The mobile phase consisted of water containing 0.5% (v/v) formic acid (Sol. A) and acetonitrile containing 0.5% (v/v) formic acid (Sol. B). A gradient program was used, with the following mobile phase compositions at the times indicated (in v/v): 20&#xa0;min, 25% B; 25&#xa0;min, 50% B; 30&#xa0;min, 90% B; 32&#xa0;min, 90% B; 35&#xa0;min, 5% B; 40&#xa0;min, 5% B, with a flow rate of 0.3 ml/min. Flavonoid aglycones and glycosides were characterized using a quadrupole time-of-flight mass spectrometer (QToF-MS) (SCIEX Co.) in positive or negative ionization mode. Mass spectrometry conditions were maintained as follows: ion source gas, 50&#xa0;psi; curtain gas, 30&#xa0;psi; ion source temperature, 450&#xb0;C; declustering potential (DP), 80&#xa0;V; collision energy (CE), 15 &#xb1; 10&#xa0;V; spray voltage, 5500&#xa0;V; scan ranges of <italic>m</italic>/<italic>z</italic> 100&#x2013;1200.</p>
</sec>
<sec id="s2_6">
<title>Chemical standards</title>
<p>Quercetin, naringenin, eriodictyol, apigenin, luteolin, and diosmetin were purchased from Sigma-Aldrich (USA). Diosmetin 7-<italic>O</italic>-&#x3b2;-D-glucopyranoside (diosmetin 7-<italic>O</italic>-glucoside) was purchased from MedChemExpress (USA), and diosmin was purchased from Supelco (USA). The flavonoids were prepared as 100 mM stock solution in DMSO.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Optimization of luteolin production in <italic>N benthamiana</italic>
</title>
<p>The plant phenylpropanoid and flavonoid biosynthetic pathways from phenylalanine to luteolin are well characterized (<xref ref-type="bibr" rid="B10">Ferrer et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B32">Muruganathan et&#xa0;al., 2022</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Thus, to reconstitute the biosynthetic pathway that would yield the highest amounts of luteolin, we designed, tested, and compared three different gene expression systems (P+C+F+F, PCFF, PC4+CCFF). PAL and CHS are the rate-limiting enzymes in the phenylpropanoid pathway and flavonoid pathway, respectively, and FNS and F3&#x2032;H catalyze C2-C3 double bond formation and B-ring hydroxylation of flavonoids, respectively. Therefore, we chose the four key genes <italic>PAL</italic> (P), <italic>CHS</italic> (C), <italic>FNS</italic> (F), and <italic>F3&#x2032;H</italic> (F) and all seven genes [<italic>PAL</italic> (P), <italic>C4H</italic> (C), <italic>4CL</italic> (4), <italic>CHS</italic> (C), <italic>CHI</italic> (C), <italic>FNS</italic> (F), F<italic>3&#x2032;H</italic> (F)] in the flavonoid biosynthesis pathway to produce luteolin. We constructed three types of modules, namely PCFF (PAL, CHS, FNS, F3&#x2032;H), PC4 (PAL, C4H, 4CL), or CCFF (CHS, CHI, FNS, F3&#x2032;H) in each vector. Then, we co-infiltrated the vectors harboring the individual genes (P+C+F+F) or infiltrated vectors containing multigene expression modules (PCFF or PC4+CCFF) in <italic>N. benthamiana</italic> leaves (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Luteolin production in <italic>N. benthamiana</italic> leaves with differently reconstituted flavonoid biosynthesis modules. <italic>N. benthamiana</italic> leaves were agro-infiltrated with <italic>Agrobacterium tumefaciens</italic> strain GV3101 harboring the single gene expression cassettes P+C+F+F (P, AtPAL; C, OsCHS; F, OsFNS; F, OsF3&#x2032;H) or the multigene expression cassettes PCFF (P, AtPAL; C, OsCHS; F, OsFNS; F, OsF3&#x2032;H), or PC4 (P, AtPAL; C, AtC4H; 4, Sh4CL) and CCFF (C, OsCHS; C, BrCHI; F, OsFNS; F, OsF3&#x2032;H) in binary vectors. GV3101 (GV) was used as a negative control. UPLC-DAD-QToF/MS analysis of extracts from leaves was conducted in positive ion mode. <bold>(A)</bold> Schematic diagram of single (P+C+F+F) or multigene (PCFF, PC4, CCFF) expression vectors of target genes. <bold>(B)</bold> Extracted-ion chromatogram (XIC) at <italic>m/z</italic> 287.05 representing protonated luteolin aglycone in infiltrated leaves. <bold>(C)</bold> Representative XICs showing mass spectra of the luteolin standard and products detected in infiltrated leaves. <bold>(D)</bold> Flavonoid contents in the three independent biological samples were calculated based on the area of standards (naringenin, eriodictyol, apigenin, luteolin). The mean values &#xb1; SE (standard error) of three independent biological samples are shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1464877-g002.tif"/>
</fig>
<p>We analyzed the infiltrated leaves by UPLC-DAD-QToF/MS in positive ionization mode to compare the luteolin productivity of each module (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B&#x2013;D</bold>
</xref>). We detected and quantified luteolin through extracted-ion chromatograms (XICs) and mass profiles. In the QToF/MS analysis, luteolin (<italic>m/z</italic> 287.05 [M+H]<sup>+</sup>) had a retention time of 24.1&#xa0;min in agro-infiltrated leaves for all three combinations of expression constructs (P+C+F+F; PCFF; PC4+CCFF) (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2B, C</bold>
</xref>). Luteolin content was 3.6-fold higher in leaves infiltrated with the PCFF (29.8 nmol/g FW) module than in those co-infiltrated with the individual constructs (P+C+F+F [8.4 nmol/g FW]). Furthermore, luteolin content was 4.5-fold higher in leaves co-infiltrated with the PC4+CCFF (134.4 nmol/g FW) modules than in those infiltrated with the PCFF module alone. Apigenin (32.3 nmol/g FW) was only detected in leaves co-infiltrated with the PC4+CCFF modules (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). Thus, infiltration with the multigene expression modules resulted in higher levels of luteolin than did expression of the individual genes, and the PC4+CCFF modules together yielded higher levels of luteolin than did the PCFF module, indicating that overexpression of all seven genes in the flavonoid biosynthesis pathway resulted in the greatest accumulation of luteolin.</p>
</sec>
<sec id="s3_2">
<title>Selection of an optimal F4&#x2032;OMT to produce diosmetin from luteolin</title>
<p>4&#x2032;-<italic>O</italic>-methylation of luteolin to generate diosmetin is catalyzed by F&#x2032;4OMT (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A</bold>
</xref>). To select the optimal <italic>F4&#x2032;OMT</italic> gene, we compared the enzyme activities of five candidate F4&#x2032;OMTs (PaF4&#x2032;OMT, MpOMT4, SOMT2, CreOMT1, CreOMT2) previously reported (<xref ref-type="bibr" rid="B17">Kim et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B29">Liu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B54">Zohra et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2022</xref>). To examine the efficiency of diosmetin production, we conducted a substrate-feeding assay with luteolin as the substrate. Successful production of the recombinant proteins following induction by IPTG was demonstrated by SDS-PAGE analysis (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Bacterial cultures expressing these <italic>F4&#x2032;OMT</italic>s fed with luteolin were extracted and analyzed by HPLC, which revealed that PaF4<italic>&#x2032;OMT</italic> or <italic>MpOMT4</italic> produced diosmetin (RT: 27.3&#xa0;min), whereas those three OMTs (<italic>SOMT2</italic>, <italic>CreOMT1</italic>, <italic>CreOMT4</italic>) did not. As PaF4&#x2032;OMT produced the most diosmetin from luteolin (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>), we decided to co-express <italic>PaF4&#x2032;OMT</italic> with the PC4+CCFF modules in <italic>N. benthamiana.</italic>
</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Screening of an optimum F4&#x2032;OMT for diosmetin production. <bold>(A)</bold> Diosmetin is produced from luteolin by flavonoid-4&#x2032;-<italic>O</italic>-methyltransferase (F4&#x2032;OMT). <bold>(B)</bold> Expression of recombinant F4&#x2032;OMT enzymes in <italic>E</italic>. <italic>coli</italic> Rosetta (DE3). Proteins were separated on a 10% SDS-polyacrylamide gel. V.C, vector control. <bold>(C)</bold> Substrate-feeding assays of recombinant flavonoid 4&#x2032;-<italic>O</italic>-methyltransferases (F4&#x2032;OMTs) using luteolin as the substrate. PaF4&#x2032;OMT (<italic>Plagiochasma appendiculatum</italic>); MpOMT (<italic>Mentha</italic> &#xd7; <italic>piperita</italic>); SOMT2 (<italic>Glycine max</italic>); CreOMT1 (<italic>Citrus reticulata</italic>); CreOMT4 (<italic>C. reticulata</italic>). <bold>(D)</bold> UPLC analysis of diosmetin standard and flavonoid extracts from leaves infiltrated with mixtures of <italic>Agrobacterium</italic> GV3101 strains harboring binary vectors containing multigene expression cassettes [PC4+CCFF: PC4 (P, AtPAL; C, AtC4H; 4, Sh4CL); CCFF (C, OsCHS; C, BrCHI; F, OsFNS; F, OsF3&#x2032;H)] and a single (PaF4&#x2032;OMT) gene expression cassette. GV3101 (GV) was used as a negative control. <bold>(E)</bold> Flavonoid aglycone profiles in the infiltrated leaves were analyzed by UPLC-DAD-QToF/MS in positive ion mode. Extracted-ion chromatogram (XIC) at <italic>m/z</italic> 301.07 of protonated diosmetin aglycone in the infiltrated leaves. <bold>(F)</bold> Representative XICs showing mass spectra of diosmetin standard and products in the infiltrated leaves. <bold>(G)</bold> Flavonoid contents in three independent biological samples were calculated based on the area of corresponding standards (naringenin, eriodictyol, apigenin, luteolin, and diosmetin). Mean values &#xb1; SE (standard error) of three independent biological samples are shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1464877-g003.tif"/>
</fig>
<p>We infiltrated <italic>N. benthamiana</italic> leaves with the PC4+CCFF or PC4+CCFF+PaF4&#x2032;OMT constructs, and analyzed their acid-hydrolyzed extracts by UPLC. Luteolin produced by expression of the PC4+CCFF modules was methylated to chrysoeriol, but diosmetin was newly synthesized in the leaves co-infiltrated with PC4+CCFF+PaF4&#x2032;OMT, indicating that PaF4&#x2032;OMT successfully catalyzed the 4&#x2032;<italic>-O-</italic>methylation of luteolin (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>). QToF/MS analysis of the leaves co-infiltrated with the PC4+CCFF+PaF4&#x2032;OMT constructs identified diosmetin (<italic>m/z</italic> 301.07 [M+H]<sup>+</sup>) at a retention time of 25.6&#xa0;min (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3E, F</bold>
</xref>). Diosmetin was produced only in the PC4+CCFF+PaF4&#x2032;OMT combination (48.7 nmol/g FW) as much as luteolin content decreased (52.7 nmol/g FW) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3G</bold>
</xref>). These results indicate that luteolin is successfully converted to diosmetin by <italic>PaF4&#x2032;OMT</italic> expression in agro-infiltrated leaves but two-thirds of the luteolin (99.2 nmol/gFW) is still present without methylation.</p>
</sec>
<sec id="s3_3">
<label>1</label>
<title>Examination of glucosyltransferase CsUGT76Factivity for diosmetin 7-<italic>O</italic>-glucoside production in <italic>N. benthamiana</italic>
</title>
<p>Flavonoid 7-<italic>O</italic>-glucosyltransferase (F7GT) is well-characterized in <italic>Citrus</italic> species, and diosmetin 7-<italic>O</italic>-glucoside is reported to be produced by CsUGT76F1 <italic>in vitro</italic> (<xref ref-type="bibr" rid="B26">Liu et&#xa0;al., 2018</xref>) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Impact of co-expressing glucosyltransferase with the diosmetin production module in <italic>N. benthamiana. N. benthamiana</italic> leaves were agro-infiltrated with <italic>Agrobacterium tumefaciens</italic> GV3101 strains harboring binary vectors containing multigene expression cassettes [PC4+CCFF: PC4 (P, AtPAL; C, AtC4H; 4, Sh4CL); CCFF (C, OsCHS; C, BrCHI; F, OsFNS; F OsF3&#x2032;H)] and single gene expression cassettes [PaF4&#x2032;OMT, CsUGT76F1]. Flavonoid profiles in the infiltrated leaves were analyzed by UPLC-DAD-QToF/MS in positive ion mode. <bold>(A)</bold> Diosmetin 7-<italic>O</italic>-glucoside is produced from diosmetin by flavonoid 7-<italic>O</italic>-glucosyltransferase (F7GT). <bold>(B)</bold> XICs at <italic>m/z</italic> 463.12 representing protonated diosmetin-7-<italic>O</italic>-glucoside in <italic>N. benthamiana</italic> leaves agro-infiltrated with a GV3101 strain harboring binary vectors containing multiple genes (PC4+CCFF, CCFF) and single gene (PaF4&#x2032;OMT, F7GT). <bold>(C)</bold> Representative XICs showing mass spectra of diosmetin-7-<italic>O</italic>-glucoside standard and products in the infiltrated leaves. <bold>(D)</bold> Diosmetin-7-<italic>O</italic>-glucoside contents in three independent biological samples were calculated based on the area of the standards. Mean values &#xb1; SE (standard error) of three independent biological samples are shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1464877-g004.tif"/>
</fig>
<p>Thus, we transiently co-expressed <italic>CsUGT76F1</italic> with the PC4+CCFF+PaF4&#x2032;OMT constructs in <italic>N. benthamiana</italic> leaves and assessed the ability of this combination of constructs to produce diosmetin 7-<italic>O</italic>-glucoside. The infiltrated leaves were extracted with 80% methanol and analyzed by UPLC-DAD-QToF/MS in positive ionization mode. Diosmetin 7-<italic>O</italic>-glucoside (<italic>m/z</italic> 463.12 [M+H]<sup>+</sup>) was detected in leaves co-infiltrated with PC4+CCFF+PaF4&#x2032;OMT (50.1 nmol/g FW) or PC4+CCFF+PaF4&#x2032;OMT+CsUGT76F1 (33 nmol/g FW) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). Unexpectedly, diosmetin 7-<italic>O</italic>-glucoside production was lower in leaves co-infiltrated with PC4+CCFF+PaF4&#x2032;OMT+CsUGT76F1 than in those co-infiltrated with PC4+CCFF+PaF4&#x2032;OMT (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4B, D</bold>
</xref>). These results indicate that the 7-<italic>O</italic>-glycosylation of diosmetin can be carried out effectively by endogenous F7GT activity in <italic>N. benthamiana.</italic> Even though these results suggest that <italic>CsUGT76F1</italic> expression is unnecessary to catalyze the production of diosmetin 7-<italic>O</italic>-glucoside in <italic>N. benthamiana</italic>, we decided to include <italic>CsUGT76F1</italic> in the set of constructs used for diosmin biosynthesis, so that our expression system could be used in other hosts with different levels of endogenous F7GT activity.</p>
</sec>
<sec id="s3_4">
<title>Selection of an 1,6RhaT for diosmin production</title>
<p>Diosmin is biosynthesized from diosmetin 7-<italic>O</italic>-glucoside in a reaction catalyzed by 1,6-rhamnosyltransferase (1,6 RhaT) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). We examined the ability of three previously reported <italic>1,6RhaT</italic> genes, i.e., <italic>Cs1,6RhaT</italic>, <italic>CiRhaT-GD4x</italic>, and <italic>CiRhaT-AH2x</italic> (<xref ref-type="bibr" rid="B11">Frydman et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B50">Wu et&#xa0;al., 2022</xref>), to produce diosmin when heterologously expressed in <italic>N. benthamiana</italic>. To this end, we conducted a substrate-feeding assay with the enzymes encoded by these three genes and diosmetin 7-<italic>O</italic>-glucoside as a substrate. SDS-PAGE analysis revealed that two recombinant RhaT proteins (Cs1,6RhaT and CiRhaT-AH2x) were produced upon IPTG induction, whereas recombinant CiRhaT-GD4x was poorly induced (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Diosmin production in <italic>N. benthamiana</italic> leaves by multigene expression and co-expression of target genes. Flavonoid profiles in <italic>E</italic>. <italic>coli</italic> were analyzed by UPLC-DAD-QToF/MS in negative ion mode. <bold>(A)</bold> Diosmin is produced by 1,6-rhamnosyltransferase (1,6RhaT) from diosmetin 7-<italic>O</italic>-glucoside. Substrate-feeding assays of recombinant 1,6-rhamnosyltranferase (1,6RhaT). <bold>(B)</bold> Proteins were separated on a 10% SDS-polyacrylamide gel. V.C, vector control. Cs1,6RhaT (<italic>Citrus sinensis</italic>), CiRhaT-GD4x (GD4x, <italic>Chrysanthemum indicum</italic>), CiRhaT-AH2x/CiRhaT-HB2x (AH2x, <italic>Chrysanthemum indicum</italic>). <bold>(C)</bold> Extracted-ion chromatograms (XICs) at <italic>m/z</italic> 461.11 and <italic>m/z</italic> 607.16 representing deprotonated diosmetin 7-<italic>O</italic>-glucoside and diosmin in <italic>E</italic>. <italic>coli</italic> Rosetta (DE3). <bold>(D)</bold> Representative XICs showing mass spectra of diosmin standard and products extracted from <italic>E</italic>. <italic>coli</italic> expressing recombinant RhaT enzymes. <bold>(E)</bold> Flavonoid aglycones (apigenin, luteolin, diosmetin) contents <italic>in N. benthamiana</italic> leaves agro-infiltrated with GV3101 strains harboring binary vectors containing multiple genes [PC4+CCFF: PC4 (P, AtPAL; C, AtC4H; 4, Sh4CL); CCFF (C, OsCHS; C, BrCHI; F, OsFNS; F, OsF3&#x2032;H)] and single genes [PaF4&#x2032;OMT, CsUGT76F1, Cs1,6RhaT]. <bold>(F)</bold> Flavonoid glycosides (diosmetion-7-<italic>O</italic>-glucoside and diosmin) contents <italic>in N. benthamiana</italic> leaves agro-infiltrated with GV3101 strains harboring binary vectors containing multiple genes (PC4+CCFF) and single genes (PaF4&#x2032;OMT, CsUGT76F1, Cs1,6RhaT). Average flavonoid aglycone and glycoside contents were calculated based on the areas of the corresponding standards. Mean values &#xb1; SE (standard error) of three independent biological samples are shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1464877-g005.tif"/>
</fig>
<p>The bacterial cultures expressing <italic>1,6RhaT</italic>s supplied with diosmetin 7-<italic>O</italic>-glucoside were extracted and analyzed by UPLC-DAD-QToF/MS in negative ionization mode to detect diosmin formation. QToF/MS analysis showed that the cells expressing <italic>Cs1,6RhaT</italic> produced the most diosmin (<italic>m/z</italic> 607.16 [M-H]<sup>&#x2212;</sup>) (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5C, D</bold>
</xref>). To produce diosmin in <italic>N. benthamiana</italic>, <italic>Cs1,6RhaT</italic> was transiently co-infiltrated with the PC4+CCFF+PaF4&#x2032;OMT+CsUGT76F1 constructs (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5E, F</bold>
</xref>). QToF/MS analysis showed that the leaves co-infiltrated with the ten selected genes (i.e., PC4+CCFF+PaF4&#x2032;OMT+CsUGT76F1+Cs1,6RhaT) successfully produced diosmin (38.1 nmol/g FW) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5F</bold>
</xref>). By determining the enzyme catalyzing the final stage, the 6&#x2032;&#x2032;<italic>-O-</italic>rhamnosylation of diosmetin 7<italic>-O-</italic>glucoside, we completed the selection of 10 genes (from <italic>PAL</italic> to <italic>RhaT</italic>) to reconstitute the diosmin biosynthesis pathway.</p>
</sec>
<sec id="s3_5">
<title>Production of diosmin by reconstitution of the diosmin biosynthetic pathway</title>
<p>For optimum production of diosmin in <italic>N. benthamiana</italic> leaves, we constructed three modules [module 1, PC4; module 2, CCFF; module 3, MGR (PaF4&#x2032;OMT+CsUGT76F1+Cs1,6RhaT)] that together contained the ten genes selected above (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). We&#xa0;transiently co-infiltrated the three modules (PC4+CCFF+MGR) into <italic>N. benthamiana</italic> leaves and evaluated the capacity of these leaves to produce diosmin (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B&#x2013;D</bold>
</xref>). UPLC-DAD-QToF/MS analysis in positive ionization mode detected a protonated ion at <italic>m/z</italic> at 609.18 [M+H]<sup>+</sup> corresponding to that of diosmin in leaves co-infiltrated with the PC4+CCFF+MGR modules (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B, C</bold>
</xref>). The MS/MS spectra showed a protonated molecular ion (<italic>m/z</italic> 609.18 [M+H]<sup>+</sup>) and fragment ions at <italic>m/z</italic> 463.12 ([M+H-rham]<sup>+</sup>), <italic>m/z</italic> 301.07 ([M+H-rham-Glu]<sup>+</sup>), and <italic>m/z</italic> 286.04 ([M+H-rham-Glu-CH<sub>3</sub>]<sup>+</sup>), suggesting the loss of a rhamnose; a rhamnose and a glucose; and a rhamnose, a glucose, and a methyl group, respectively, and these corresponded to the fragment ions of the diosmin standard. Thus, we identified diosmin based on its fragmentation pattern (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). By co-infiltrating the PC4+CCFF+MGR modules in <italic>N. benthamiana</italic> leaves, a substantial amount of diosmin was produced (61.9 nmol/g FW), while diosmetin 7-<italic>O</italic>-glucoside was barely detected (4.8 nmol/g FW) as it was mostly converted to diosmin (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>). The diosmin content of <italic>N. benthamiana</italic> leaves co-expressing the three modules (PC4+CCFF+MGR) was 1.7-fold higher than that of leaves co-expressing two modules and the genes encoding the enzymes that catalyze the last three steps of the pathway individually (PC4+CCFF+PaF4&#x2032;OMT+CsUGT76F1+Cs1,6RhaT) (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5D</bold>
</xref>, <xref ref-type="fig" rid="f6">
<bold>6D</bold>
</xref>). Thus, diosmin production is more efficient when all the genes in the pathway are grouped into modules than when some of them are expressed individually.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Diosmin production in <italic>N. benthamiana</italic> by transient co-expression of three modules reconstituting the diosmin biosynthesis pathway. <italic>N. benthamiana</italic> leaves were agro-infiltrated with GV3101 strains harboring binary vectors containing three modules: PC4 (P, AtPAL; C, AtC4H; 4, Sh4CL), CCFF (C, OsCHS; C, BrCHI; F, OsF3&#x2032;H; F, OsFNS), and MGR (M, PaF4&#x2032;OMT; G, CsUGT76F1; R, Cs1,6RhaT). Flavonoid glycoside profiles in the infiltrated leaves were analyzed by UPLC-DAD-QToF/MS in positive ion mode. <bold>(A)</bold> Schematic diagram of multigene expression vectors for target genes; module 1, PC4 (P, AtPAL; C, AtC4H; 4, Sh4CL); module 2, CCFF (C, OsCHS; C, BrCHI; F, OsF3&#x2032;H; F, OsFNS); module 3, MGR (M, PaF4&#x2032;OMT; G, CsUGT76F1; R, Cs1,6RhaT). <bold>(B)</bold> Extracted-ion chromatogram (XIC) at <italic>m/z</italic> 609.18 representing protonated diosmin standard and products from the infiltrated leaves. <bold>(C)</bold> Representative XICs at <italic>m/z</italic> 609.18 showing MS/MS spectra of diosmin standard and products from the infiltrated leaves. <bold>(D)</bold> Flavonoids glycosides (diosmetin 7-<italic>O</italic>-glucoside, diosmin) contents in the agro-infiltrated leaves. Average diosmetin 7-<italic>O</italic>-glucoside and diosmin contents were calculated based on the areas of the corresponding standards. Mean values &#xb1; SE (standard error) of three independent biological samples are shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1464877-g006.tif"/>
</fig>
<p>Other flavone dihexosides accumulated in leaves co-infiltrated with the PC4+CCFF+MGR modules. XIC and MS/MS spectra suggested these dihexosides were apigenin 7-<italic>O</italic>-rutionoside (12.2 nmol/g FW) and luteolin 7-<italic>O</italic>-rutinoside (33.4 nmol/g FW), respectively (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>), and accounted for approximately 18% and 50% of the diosmetin glycoside contents (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>). Thus, F3&#x2032;H and F4&#x2032;OMT activities are not sufficient to convert most luteolin to diosmin in this system. However, the glucosyltransferase and rhamnosyltransferase activities appeared to completely cover the metabolic flow, since all detected flavones underwent rutinosylation. These results show that we successfully constructed a three-module expression system that can be used to produce diosmin in heterologous plants.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Several recent studies on metabolic engineering have focused on reconstituting entire biosynthetic pathways, including upstream metabolites, using multigene expression systems to enhance the production of target metabolites (<xref ref-type="bibr" rid="B35">Ogo et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B16">Kim et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B47">Wang et al., 2021b</xref>). <xref ref-type="bibr" rid="B16">Kim et&#xa0;al. (2014)</xref> reported that overexpression of <italic>SbC4H</italic> and <italic>Sb4CL</italic> in <italic>Scutellaria baicalensis</italic> hairy root lines increased the total flavone content approximately threefold and produced flavones such as baicalin, baicalein, and wogonin at concentrations of approximately 5&#x2013;62 mg/g DW. Vinblastine precursors, including precondylocarpine acetate, have been produced by multigene expression in <italic>N. benthamiana</italic>, at concentrations of up to 2.7 mg/g FW (<xref ref-type="bibr" rid="B13">Grzech et&#xa0;al., 2022</xref>). Similarly, the anticancer drug paclitaxel was produced in <italic>Nicotiana benthamiana</italic> through reconstitution of its early biosynthetic pathway comprising six enzymes (<xref ref-type="bibr" rid="B24">Liu et&#xa0;al., 2024</xref>). We reasoned that the successful production of luteolin, an upstream metabolite of diosmin, was necessary for the production of high concentrations of diosmin. We tried to direct metabolic flux from phenylalanine to diosmin by reconstituting the entire biosynthetic pathway. First, we used the PC4 module, expressing <italic>PAL</italic>, <italic>C4H</italic>, and <italic>4CL</italic>, to catalyze the reactions in the phenylpropanoid pathway. Then, we constructed the CCFF module, consisting of <italic>CHS</italic>, <italic>CHI</italic>, <italic>FNS</italic>, and <italic>F3&#x2032;H</italic>, to catalyze the reactions in the flavone biosynthetic pathway and produce luteolin. Co-expression of the PC4+CCFF modules yielded amounts of luteolin (134.4 nmol/g FW) that were 4.5-fold higher than those obtained from PCFF expression alone. In a previous study, it was shown that the expression of all eight genes from <italic>PAL</italic> to <italic>cinnamyl alcohol dehydrogenase</italic> (<italic>CAD</italic>) of the coniferyl alcohol pathway increased the yield of (&#x2013;)-deoxypodophyllotoxin (DPT) approximately 10-fold (<xref ref-type="bibr" rid="B42">Schultz et&#xa0;al., 2019</xref>). Thus, it appears that the phenylpropanoid pathway must be activated to produce substantial amounts of flavonoids and their derivatives.</p>
<p>Flavonoid profiling of <italic>N. benthamiana</italic> leaves overexpressing PC4+CCFF showed that eriodictyol was barely detected, while one-third of luteolin was converted to apigenin. This finding suggests that OsFNS activity is sufficient to convert naringenin to apigenin and eriodictyol to luteolin (<xref ref-type="bibr" rid="B19">Lam et&#xa0;al., 2014</xref>). We also suggest that the OsF3&#x2032;H cannot completely convert apigenin into luteolin (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>).</p>
<p>Only 30% of all luteolin produced in tobacco leaves was converted to diosmetin (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3G</bold>
</xref>). Considering the study of <xref ref-type="bibr" rid="B29">Liu et&#xa0;al. (2017)</xref>, the modest level of PaF4&#x2032;OMT activity might be because this enzyme has a lower substrate preference for luteolin than for apigenin. Another possibility is that an endogenous 7-<italic>O</italic>-glucosyltransferase converts most of the luteolin into luteolin glycoside and that PaF4&#x2032;OMT cannot methylate the luteolin glucoside, in agreement findings reported by <xref ref-type="bibr" rid="B28">Liu et&#xa0;al. (2020)</xref>. Small amounts of chrysoeriol were detected in <italic>N. benthamiana</italic> leaves co-expressing PC4+CCFF, suggesting that endogenous 3&#x2032;<italic>-O-</italic>methyltransferase activity is present in <italic>N. benthamiana</italic>. However, chrysoeriol contents were slightly lower in leaves co-expressing PC4+CCFF+PaF4&#x2032;OMT. We suspect that overexpressing <italic>PaF4&#x2032;OMT</italic> overwhelmed the endogenous 3&#x2032;-<italic>O</italic>-methyltransferase activity and that PaF4&#x2032;OMT exhibits high substrate specificity.</p>
<p>In this study, we chose Cs1,6RhaT as the rhamnosyltransferase with the highest activity for diosmin production. We demonstrated that leaves transiently co-expressing <italic>Cs1,6RhaT</italic> and PC4+CCFF+PaF4&#x2032;OMT+CsUGT76F1 produced diosmin. Around 87% of all diosmetin 7-<italic>O</italic>-glucoside was converted to diosmin (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4D</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5F</bold>
</xref>). Rhamnosylation was not achieved by the endogenous rhamnosyltransferase in <italic>N. benthamiana</italic>. Therefore, heterologous Cs1,6RhaT was used to catalyze the final step of diosmin production. Since modularization is more efficient to produce end products than introducing individual genes, we constructed the MGR (PaF4&#x2032;OMT+CsUGT76F1+Cs1,6RhaT) module and used it to generate a three-module system (PC4+CCFF+MGR). The three compressed PC4+CCFF+MGR modules produced significantly higher amounts of diosmin than the PC4+CCFF modules co-expressed with <italic>PaF4&#x2032;OMT</italic>, <italic>CsUGT76F1</italic>, and <italic>Cs1,6RhaT</italic> individually (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<p>Natural plant products have been produced in microbial hosts such as <italic>E. coli</italic> and <italic>Saccharomyces cerevisiae</italic> through reconstitution of the corresponding biosynthetic pathways (<xref ref-type="bibr" rid="B51">Yu et&#xa0;al., 2011</xref>). A few studies have described the production of flavonoids such as baicalein and scutellarein by expression of multiple biosynthetic genes (<italic>PrPAL</italic>, <italic>Pc4CL</italic>, <italic>PhCHS</italic>, <italic>MsCHI</italic>, <italic>PcFNS1/SbFNSII</italic>, and <italic>SbF6H</italic>) in genetically engineered <italic>E. coli</italic>, but various supplements, such as glucose, NH<sub>4</sub>Cl, and phenylalanine or tyrosine were required in these systems (<xref ref-type="bibr" rid="B22">Li et&#xa0;al., 2019</xref>). Plant systems are more suitable for producing plant-derived products such as valuable pharmaceutical agents because they can compartmentalize metabolites within their cells and specific tissues and do not require any materials except light, water, and mineral nutrients.</p>
<p>Through transient expression of the PC4+CCFF+MGR three-module system comprising all genes of the diosmin biosynthesis pathway, from <italic>PAL</italic> to <italic>1,6-rhamnosyltransferase</italic>, it was possible to produce substantial amounts of diosmin (37.7 &#xb1; 0.9 &#xb5;g/g FW) with stable expression of the target genes in <italic>N. benthamiana</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>). This is the first report, to our knowledge, of diosmin production in a heterologous plant system without having to provide substrates. The successful biosynthesis of diosmin, which is used as a medicine, in <italic>N. benthamiana</italic> paves the way for producing other commercially important flavonoids with pharmaceutical properties through a multigene expression system in plants.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>HL: Data curation, Formal Analysis, Investigation, Methodology, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. SP: Formal Analysis, Investigation, Validation, Writing &#x2013; review &amp; editing. SL: Methodology, Writing &#x2013; review &amp; editing. JS: Writing &#x2013; review &amp; editing. TK: Writing &#x2013; review &amp; editing. B-GK: Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research was supported by research grants from the Rural Development Administration (Project No. PJ01720901) and the Bio&amp;Medical Technology Development Program of the National Research Foundation of Korea (RS-2024-00400556, B-GK), Republic of Korea. HL was supported by a collaborative research program between Chonnam National University and Rural Development Administration, Republic of Korea.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank Dr. Heon-Woong Kim (Dept. of Agro-Food Resources, National Institute of Agricultural Sciences, Republic of Korea) for helping with UPLC-DAD-QToF/MS analysis.</p>
</ack>
<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="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s10" 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>
<sec id="s11" 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/fpls.2024.1464877/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1464877/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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