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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>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1464710</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Triple interactions for induced systemic resistance in plants</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jung</surname>
<given-names>Jihye</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2769903"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ahn</surname>
<given-names>Seongho</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Do-Hyun</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Riu</surname>
<given-names>Myoungjoo</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Division of Agricultural Microbiology, National Institute of Agricultural Science, Rural Development Administration</institution>, <addr-line>Wanju</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Michael V. Kolomiets, Texas A and M University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Eli James Borrego, Rochester Institute of Technology (RIT), United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jihye Jung, <email xlink:href="mailto:jhjung1224@korea.re.kr">jhjung1224@korea.re.kr</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1464710</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Jung, Ahn, Kim and Riu</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Jung, Ahn, Kim and Riu</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>Induced systemic resistance (ISR) is a crucial concept in modern agriculture, explaining plant defense mechanisms primed by rhizosphere stimuli and activated by subsequent infections. Biological factors contributing to ISR generally include plant growth-promoting microbes3 (PGPM). <italic>Bacillus</italic> spp., <italic>Pseudomonas</italic> spp., and <italic>Trichoderma</italic> spp. have been extensively studied for their plant growth-promoting characteristics and ISR effect against above-ground pathogens and insect infestations. These phenomena elucidate the bottom-up effects of how beneficial rhizosphere microbes help plants resist above-ground attacks. Conversely, soil microbiome analysis in the rhizosphere of plants infected by above-ground pathogens has shown increased beneficial microbes in the soil, a phenomenon termed 'soil legacy effects'. This represents the top-down effects of above-ground attackers on plants' rhizosphere environments. Interestingly, recent studies have shown that above-ground stimuli not only recruit PGPM in the rhizosphere but also that these PGPM influence plant defense responses against subsequent pathogen infections. This can be seen as a four-step plant defense mechanism involving above-ground attackers, host plants, rhizosphere microbes, and subsequent attacks. This represents an active defense mechanism that overcomes the limitations of sessile plants. This review summarizes plant ISR mechanisms in terms of triple inter-organism interactions and provides molecular evidence for each step.</p>
</abstract>
<kwd-group>
<kwd>induced systemic resistance</kwd>
<kwd>plant defense mechanism</kwd>
<kwd>insect</kwd>
<kwd>pathogen</kwd>
<kwd>root exudates</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="8"/>
<word-count count="3812"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Pathogen Interactions</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Similar to the T memory cells in animal immune systems that enhance defense resistance against secondary infections, plants possess a comparable immune strategy known as 'defense priming&#x2019;. Defense priming is a plant-specific immune strategy for faster and stronger responses to secondary attacks (<xref ref-type="bibr" rid="B13">H&#xf6;nig et&#xa0;al., 2023</xref>). To initiate plant defense priming, primary stimuli such as biological (pathogenic and non-pathogenic microbes), chemical or physical stimuli are required (<xref ref-type="bibr" rid="B19">Jung et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B18">2020</xref>). Once the plant's defense mechanism is primed, it develops systemic resistance, which is divided into systemic acquired resistance (SAR) and induced systemic resistance (ISR). SAR and ISR are generally known to have defense responses dependent on the salicylic acid (SA) pathway and the jasmonic acid (JA)/ethylene (ET) pathways, respectively (<xref ref-type="bibr" rid="B9">Choudhary et&#xa0;al., 2007</xref>). However, current studies demonstrate that both SA and JA/ET signaling are involved in inducing ISR (<xref ref-type="bibr" rid="B49">Yu et&#xa0;al., 2022</xref>).</p>
<p>ISR is primarily primed by non-pathogenic microbes in the rhizosphere, which are regarded as plant growth-promoting microbes (PGPM) (<xref ref-type="bibr" rid="B21">Kloepper, 1978</xref>; <xref ref-type="bibr" rid="B15">Hyakumachi, 1994</xref>). Numerous studies have shown that PGPM such as <italic>Bacillus</italic> spp. and <italic>Pseudomonas</italic> spp. promote plant growth and trigger ISR, focusing on bottom-up effects and elucidating the influence of below-ground microbes on above-ground plant immune enhancement (<xref ref-type="bibr" rid="B37">Valenzuela-Soto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B2">Beneduzi et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B44">Xie et&#xa0;al., 2018</xref>).</p>
<p>Furthermore, ongoing microbiome analyses over recent decades have improved our understanding of the interactions between plants and PGPM. Interestingly, above-ground stimuli in plants result in microbiome reshaping in their rhizosphere, recruiting beneficial microbes into their root environment (<xref ref-type="bibr" rid="B23">Lee et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B22">Kong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B43">Wang et&#xa0;al., 2021</xref>). For example, above-ground whitefly infestation in pepper has been shown to increase colonization of the rhizosphere with beneficial microbes such as <italic>Pseudomonas</italic> spp. Indeed, <italic>Pseudomonas</italic> spp. isolated from pepper roots after above-ground whitefly-infestation showed higher insect-killing activity in <italic>Galleria mellonella</italic> during an <italic>in vitro</italic> mortality assay (<xref ref-type="bibr" rid="B22">Kong et&#xa0;al., 2016</xref>). Additionally, aphid infestation in potato (<italic>Solanum tuberosum</italic> L.) leaves leads to lower hatching rates of the endoparasitic nematode <italic>Globodera pallida</italic> in the soil (<xref ref-type="bibr" rid="B14">Hoysted et&#xa0;al., 2018</xref>). These phenomena could be regarded as top-down effects, highlighting the influence from the above-ground to the below-ground environment.</p>
<p>Considering both top-down and bottom-up effects, plants actively recruit beneficial microbes into their rhizosphere and utilize them to acquire ISR and resist further pathogen attacks (<xref ref-type="bibr" rid="B43">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B53">Zhu et&#xa0;al., 2021</xref>). This can be considered a sessile plant's active defense strategy employing other organisms for their uses. Therefore, in this review, we discuss how plants recruit beneficial microbes in their rhizosphere and use them for defense resistance development, considering both top-down and bottom-up effects.</p>
</sec>
<sec id="s2">
<title>Top-down effect: above-ground stimulation alters below-ground microbes</title>
<p>Plants are exposed to both abiotic and biotic stimuli, occurring both above and below ground. How do plant roots perceive signals from above-ground external stimuli, and how do these signals influence below-ground interactions? Recent studies have clearly demonstrated that top-down effects from above-ground bacterial infection or pest infestation can alter the below-ground microbiome (<xref ref-type="bibr" rid="B22">Kong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B43">Wang et&#xa0;al., 2021</xref>).</p>
<sec id="s2_1">
<title>Above-ground signal perception and long-distance signal transduction</title>
<p>Plants have conserved immune signaling initiated by the recognition of microbe-associated molecular patterns (MAMPs) from external microbes (<xref ref-type="bibr" rid="B27">Muthamilarasan and Prasad, 2013</xref>).</p>
<p>Pattern recognition receptors (PRRs) localized on the plant cell surface can recognize MAMPs of pathogenic or non-pathogenic microbes, triggering MAMP-triggered immunity (MTI) in plants (<xref ref-type="bibr" rid="B4">Boller and Felix, 2009</xref>; <xref ref-type="bibr" rid="B27">Muthamilarasan and Prasad, 2013</xref>). Once PRRs recognize MAMPs, they activate a mitogen-activated protein kinase (MAPK) cascade, which eventually activates WRKY family transcription factors (<xref ref-type="bibr" rid="B29">Pandey and Somssich, 2009</xref>; <xref ref-type="bibr" rid="B27">Muthamilarasan and Prasad, 2013</xref>). WRKY transcription factors induce the biosynthesis of defense-related phytohormones, such as salicylic acid (SA), jasmonic acid (JA), and ethylene (ET), and promote the production and secretion of antimicrobial compounds into vacuoles (<xref ref-type="bibr" rid="B27">Muthamilarasan and Prasad, 2013</xref>).</p>
<p>Plant hormones like SA, JA, ABA, ET, and cytokinin play roles in plant defense resistance. Notably, JA and cytokinin are reported to be mobile among leaves, from shoot to root, and root to shoot (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) (<xref ref-type="bibr" rid="B35">Soler et&#xa0;al., 2013</xref>). Although SA does not move among leaves, Methyl salicylate (MeSA) moves from cell to cell among leaves or through phloem and is converted to SA in distal leaves (<xref ref-type="bibr" rid="B30">Park et&#xa0;al., 2007</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Among other hormones, ABA is mobile among leaves and from root to shoot, while ET has been reported to move from root to shoot (<xref ref-type="bibr" rid="B35">Soler et&#xa0;al., 2013</xref>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). As ET is gaseous hormone, it can diffuse throughout the plant. However, this diffusion refer to general movement rather than directional transport with specific orientation (<xref ref-type="bibr" rid="B3">Binder, 2020</xref>). These hormones could potentially induce local defense responses again upon reaching a new location.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Signal transduction between plant above-ground and below-ground. <bold>(A)</bold> Mobile signal transduction of plant hormones: SA, MeJA, JA, ET, ABA, Cytokinin. (SA, salicylic acid; MeJA, methyl jasmonate; JA, jasmonic acid; ET, ethylene; ABA, abscisic acid). <bold>(B)</bold> Top-down effect of insect infestation on leaves affecting the below-ground environment. <bold>(C)</bold> Bottom-up effect of PGPM on above-ground plant defense responses. <bold>(D)</bold> Triple interactions among above-ground herbivores/pathogens (1st attack), host plants, beneficial rhizosphere microbes, and herbivores/pathogens (2nd attack) in the context of ISR.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1464710-g001.tif"/>
</fig>
<p>In addition to hormones, several long-distance mobile signals have been identified as key players in SAR. These include glycolipids, which are lipid-based molecules acting as signaling compounds in plant defense responses (<xref ref-type="bibr" rid="B8">Chaturvedi et&#xa0;al., 2008</xref>). Another important signal is azelaic acid, a dicarboxylic acid that primes plants for enhanced defense activation and contributes to SAR signal generation (<xref ref-type="bibr" rid="B17">Jung et&#xa0;al., 2009</xref>). Glycerol-3-phosphate (G3P) also plays a crucial role in SAR as a metabolite synthesized in the cytosol and chloroplasts (<xref ref-type="bibr" rid="B7">Chanda et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B34">Shine et&#xa0;al., 2019</xref>). Pipecolic acid, a non-protein amino acid, acts as a critical regulator of plant systemic immunity (<xref ref-type="bibr" rid="B28">N&#xe1;varov&#xe1; et&#xa0;al., 2012</xref>). It accumulates in both local and distal tissues following pathogen infection and is essential for SAR activation and priming of plant defenses (<xref ref-type="bibr" rid="B28">N&#xe1;varov&#xe1; et&#xa0;al., 2012</xref>). These diverse molecules work in concert to establish and maintain SAR, enhancing the plant's ability to defend against subsequent pathogen attacks.</p>
<p>The above examples explain mobile phytohormones and small molecules that transfer and function in distal locations. Signals that migrate to the roots could potentially alter the composition of root exudates. These studies support that plant root exudates function to reshape the rhizosphere microbiome, thereby directly affecting belowground evaders or enabling the utilization of surrounding beneficial substances.</p>
</sec>
<sec id="s2_2">
<title>Above-ground stimuli alter root exudation and reshape the rhizosphere microbiome</title>
<p>Above-ground stimuli in plants change below-ground root exudation components, which directly and indirectly lead to the reshaping of the rhizosphere, providing feedback to the plants (<xref ref-type="bibr" rid="B23">Lee et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B20">Kim et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B14">Hoysted et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B12">Friman et&#xa0;al., 2021</xref>). Plants with above-ground stimulation may selectively attract specific microorganisms into their rhizosphere. Interestingly, phloem-feeding aphid infestation in pepper (<italic>Capsicum annuum</italic>) leaves attracts beneficial bacteria, such as <italic>Bacillus subtilis</italic> and <italic>Paenibacillus</italic> spp., but not pathogenic bacteria like <italic>Ralstonia solanacearum</italic>, to their roots (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B23">Lee et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B20">Kim et&#xa0;al., 2016</xref>). These results suggest that plants actively and selectively reshape the below-ground microbiome in response to above-ground stimuli. How do plants selectively recruit beneficial microbes to the rhizosphere? For example, <italic>Pst</italic> DC3000 infection in <italic>Arabidopsis</italic> leaves led to the secretion of malic acid from their roots (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B32">Rudrappa et&#xa0;al., 2008</xref>). Interestingly, <italic>B. subtilis</italic> strain FB17 exhibits malic acid chemotaxis, suggesting that malic acid may be a key factor in recruiting <italic>B. subtilis</italic> strain FB17 (<xref ref-type="bibr" rid="B32">Rudrappa et&#xa0;al., 2008</xref>). Finally, the <italic>B. subtilis</italic> strain FB17 induced systemic resistance against <italic>Pst</italic> DC3000, demonstrating how sessile plants actively trigger defense responses using surrounding beneficial bacteria (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>) (<xref ref-type="bibr" rid="B32">Rudrappa et&#xa0;al., 2008</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary of Results from top-down and bottom-up effects.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Host</th>
<th valign="top" align="left">Inducer</th>
<th valign="top" align="left">Result in below-ground/above ground</th>
<th valign="top" align="left">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Pepper</td>
<td valign="top" align="left">Aphid</td>
<td valign="top" align="left">-Attracts beneficial bacteria, such as <italic>B. subtilis</italic> and <italic>Paenibacillus</italic> spp., but not pathogenic bacteria <italic>R. solanacearum</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B23">Lee et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B20">Kim et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>Pseudomonas syringae</italic> pv. tomato</td>
<td valign="top" align="left">-Higher levels of amino acids, nucleotides, and LCOAs (C &gt; 6)<break/>- lower levels of sugars, alcohols, and SCOAs (C &#x2264; 6)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B50">Yuan et&#xa0;al., 2018</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Potato</td>
<td valign="top" align="left">Aphid</td>
<td valign="top" align="left">-Reduced glucose and fructose contents</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B14">Hoysted et&#xa0;al., 2018</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">Maize</td>
<td valign="top" align="left">
<italic>Spodoptera frugiperda</italic>
</td>
<td valign="top" align="left">-Increased NSCs, MBOA, and the reactive oxygen species H<sub>2</sub>O<sub>2</sub>
<break/>-Growth inhibition of the rhizosphere fungus <italic>T. atroviride</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B1">Adame-Garnica et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>Pst</italic> DC3000</td>
<td valign="top" align="left">-Secretion of malic acid<break/>-Recruiting <italic>B. subtilis</italic> strain FB17</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B32">Rudrappa et&#xa0;al., 2008</xref>).</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>myc2</italic> mutant</td>
<td valign="top" align="left">-Increased abundance of <italic>Streptomyces</italic>, <italic>Bacillus</italic>, and <italic>Lysinibacillus</italic> taxa in the rhizosphere</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B6">Carvalhais et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Tomato</td>
<td valign="top" align="left">
<italic>rin mutant</italic>
</td>
<td valign="top" align="left">
<italic>-</italic>Increased <italic>RIN</italic> transcription factor, 3-hydroxyflavone and riboflavin, Actinobacteria (<italic>Streptomyces</italic>) in the rhizosphere</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B46">Yang et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Tomato (resistant cultivar)</td>
<td valign="top" align="left">
<italic>Fusarium oxysporum</italic>
<break/>or fusaric acid (FA)</td>
<td valign="top" align="left">-Altered the root exudate components of tomato between susceptible and resistant cultivars<break/>-Enhancing colonization of disease-suppressive bacteria, <italic>Sphingomonas</italic> sp., in the resistant cultivar</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B16">Jin et&#xa0;al., 2024</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>P. capeferrum</italic> WCS358</td>
<td valign="top" align="left">MTI supersession: flg22-mediated <italic>Arabidopsis</italic> root immunity by producing gluconic acid</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B47">Yu et&#xa0;al., 2019a</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>Pseudomonas</italic> sp. WCS365</td>
<td valign="top" align="left">MTI supersession: <italic>MorA</italic> and <italic>SpuC</italic> dependent biofilm inhibition</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">Liu et&#xa0;al., 2018</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>P. fluorescence</italic> WCS417r</td>
<td valign="top" align="left">-MYB72-Ethylene dependent ISR against <italic>P. syringae</italic> pv tomato, <italic>H. parasitica</italic>, <italic>A. brassicicola</italic>, and <italic>B. cinerea</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B38">Van der Ent et&#xa0;al., 2008</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>L. bicolor</italic>
</td>
<td valign="top" align="left">-<italic>L.bicolor (</italic>or chitin<italic>)</italic> triggers ISR in <italic>Arabidopsis</italic> against <italic>T. ni</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B39">Vishwanathan et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Rice</td>
<td valign="top" align="left">
<italic>Chitin</italic>
</td>
<td valign="top" align="left">-Cytokinin signaling downregulation -&gt; cell wall component alteration -&gt; ISR against <italic>B. oryzae</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B36">Takagi et&#xa0;al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>Arabidopsis</italic>
</td>
<td valign="top" align="left">
<italic>Pseudomonas</italic> spp. <italic>fluorescent</italic>
</td>
<td valign="top" align="left">-<italic>SYP123</italic> dependent ISR marker genes (<italic>PR1</italic>, <italic>MYC2</italic>, and <italic>PDF1.2</italic>) expression</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B31">Rodriguez-Furl&#xe1;n et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B52">Zhu et&#xa0;al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Tomato</td>
<td valign="top" align="left">
<italic>Meloidogyne incognita</italic>
</td>
<td valign="top" align="left">
<italic>-RBOH1</italic>, <italic>GLR3.5</italic>, and <italic>MPK1/2</italic>-dependent ROS signal transduction (root to leaves) -&gt; JA accumulation in leaves -&gt; resistance to <italic>M. incognita</italic>
</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B40">Wang et&#xa0;al., 2019</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Maize</td>
<td valign="top" align="left">
<italic>Trichoderma virens</italic> trigger</td>
<td valign="top" align="left">-12-OPDA and KODA biosynthesis leading to ISR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B41">Wang et&#xa0;al., 2019</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Tomato</td>
<td valign="top" align="left">
<italic>Pseudomonas putida</italic> BTP1</td>
<td valign="top" align="left">-ISR against <italic>B. cinerea</italic> by accumulating two antifungal oxylipin, free 13-hydroperoxy-octadecatrienoic and 13-hydroxy-octadecatrienoic acids</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">Mariutto et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Maize</td>
<td valign="top" align="left">
<italic>Bacillus velezensis</italic> FZB42</td>
<td valign="top" align="left">-ISR by regulating nuclear factor Y transcription factor regulated by miR169 family</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B45">Xie et&#xa0;al., 2019</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Above-ground attacks on plant leaves may influence plant root exudate. Recent studies have shown that root exudate components change following above-ground infections (<xref ref-type="bibr" rid="B10">Doornbos et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B20">Kim et&#xa0;al., 2016</xref>). Root exudation profiles in <italic>Pseudomonas syringae</italic> pv. tomato (<italic>Pst</italic>)-infected <italic>Arabidopsis</italic> exhibited significantly higher levels of amino acids, nucleotides, and long-chain organic acids (LCOAs) (C &gt; 6) and lower levels of sugars, alcohols, and short-chain organic acids (SCOAs) (C &#x2264; 6) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B50">Yuan et&#xa0;al., 2018</xref>). Interestingly, since exogenous amino acids and LCOA application to plants showed disease-suppressive responses, the <italic>pst</italic>-induced root exudation may function as plant&#x2019;s defense enhancement (<xref ref-type="bibr" rid="B50">Yuan et&#xa0;al., 2018</xref>). Similarly, aphid-infested potato leaves also showed reduced sugar contents in root exudates (<xref ref-type="bibr" rid="B14">Hoysted et&#xa0;al., 2018</xref>). Root exudates from aphid-infested potato (<italic>Solanum tuberosum</italic> L.) showed reduced glucose and fructose contents, resulting in lower hatching rates of below-ground endoparasitic nematode <italic>Globodera pallida</italic> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) (<xref ref-type="bibr" rid="B14">Hoysted et&#xa0;al., 2018</xref>). However, sugar supplementation did not recover the hatching potential of <italic>G. pallida</italic>, indicating that root exudation may involve other important factors for egg hatching (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) (<xref ref-type="bibr" rid="B14">Hoysted et&#xa0;al., 2018</xref>). In the case of chewing insect stimuli, leaf area and biomass decrease by <italic>Spodoptera frugiperda</italic>-infested maize leaves correlated with changes in root exudate compounds (<xref ref-type="bibr" rid="B1">Adame-Garnica et&#xa0;al., 2023</xref>). The degree of <italic>S. frugiperda</italic> infestation modulated the root exudation contents, non-structural carbohydrates (NSCs), 6-methoxy-2-benzoxaxolin-2-one (MBOA), and the reactive oxygen species H<sub>2</sub>O<sub>2</sub>, leading to the growth inhibition of the rhizosphere fungus <italic>Trichoderma atroviride</italic> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) (<xref ref-type="bibr" rid="B1">Adame-Garnica et&#xa0;al., 2023</xref>). This result clearly demonstrates the top-down effect of above-ground insect attacks, showing how they&#xa0;influence root exudation and, consequently, effect on rhizosphere fungus.</p>
</sec>
<sec id="s2_3">
<title>Molecular evidence of root exudate-mediated rhizosphere microbiota shaping and disease resistance in plants</title>
<p>Recent studies have provided molecular evidence of changes in root exudates. For example, JA is a critical hormone involved in plant defense responses, has been shown to influence root exudation. Root exudates from <italic>Arabidopsis</italic> JA mutants, such as <italic>myc2</italic> and <italic>med25</italic>, showed reduced levels of asparagine, ornithine, and tryptophan (<xref ref-type="bibr" rid="B6">Carvalhais et&#xa0;al., 2015</xref>). Additionally, these <italic>myc2</italic> mutants had an increased abundance of <italic>Streptomyces</italic>, <italic>Bacillus</italic>, and <italic>Lysinibacillus</italic> taxa in the rhizosphere, suggesting that JA-dependent root exudates alterations affect microbiome communities (<xref ref-type="bibr" rid="B6">Carvalhais et&#xa0;al., 2015</xref>).</p>
<p>A recent study indicated that the <italic>ripening-inhibitor</italic> (<italic>RIN</italic>) transcription factor plays a role in assembling disease-suppressive rhizosphere microbiota by altering root exudates. <italic>RIN</italic> tomato mutant exhibited lower concentration of 3-hydroxyflavone and riboflavin in their root exudates, leading to reduction in pathogen-suppressing Actinobacteria (<italic>Streptomyces</italic>) in the rhizosphere (<xref ref-type="bibr" rid="B46">Yang et&#xa0;al., 2023</xref>). The disease suppressiveness of the <italic>rin</italic> plant microbiome was restored by complementing with 3-hydroxyflavone and riboflavin (<xref ref-type="bibr" rid="B46">Yang et&#xa0;al., 2023</xref>).</p>
<p>Interestingly, plant root exudates also changed in response to fusaric acid (FA), produced by <italic>Fusarium oxysporum</italic> (<xref ref-type="bibr" rid="B16">Jin et&#xa0;al.,&#xa0;2024</xref>). FA differently altered the root exudate components of two tomato cultivars; <italic>F. oxysporum</italic> f. sp. <italic>lycopersici</italic> resistant Z19 and susceptible D72. FA enhanced colonization of disease-suppressive bacteria, <italic>Sphingomonas</italic> sp., in the resistant cultivar Z19 (<xref ref-type="bibr" rid="B16">Jin et&#xa0;al., 2024</xref>). These microbiome changes provided feedback, leading to defense resistance to <italic>F. oxysporum</italic> in the resistant cultivar Z19 (<xref ref-type="bibr" rid="B16">Jin et&#xa0;al., 2024</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>Bottom-up effect: signal recognition and transduction from root to leaf</title>
<p>For a mutually beneficial relationship between plants and microbes, plants need to recognize certain microbes as symbiotic friends rather than enemies to fight. However, MTI is induced regardless of whether microbes are beneficial or harmful. Beneficial microbes, therefore, need to suppress or evade plant immune responses to establish a symbiotic relationship (<xref ref-type="bibr" rid="B48">Yu et&#xa0;al., 2019b</xref>). How do beneficial microbes colonize the rhizosphere while suppressing the plant immune system? Some evidence suggests that beneficial microbes suppress plant immunity in roots, facilitating their colonization in the rhizosphere.</p>
<sec id="s3_1">
<title>Symbiotic relationship by MTI suppression</title>
<p>Flg22 is highly conserved domain of bacterial flagellin, recognized as a MAMP by the plant FLS2 receptor, resulting in MTI (<xref ref-type="bibr" rid="B11">Felix et&#xa0;al., 1999</xref>). <italic>Pseudomonas capeferrum</italic> WCS358, a well-known PGPM (<xref ref-type="bibr" rid="B26">Meziane et&#xa0;al., 2005</xref>), suppresses flg22-mediated <italic>Arabidopsis</italic> root immunity by producing gluconic acid and shows enhanced colonization in <italic>Arabidopsis</italic> roots compared to gluconic acid production mutants (<italic>pqqF</italic>::Tn5 and <italic>cyoB</italic>::Tn5) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B47">Yu et&#xa0;al., 2019a</xref>). Another study, using a high-throughput transposon (Tn-Seq) screening system in <italic>Pseudomonas</italic> sp. WCS365, found that <italic>morA</italic> and <italic>spuC</italic> mutants induced MTI, enhanced biofilms formation, and inhibited the growth of <italic>Arabidopsis</italic> compared to the wild type (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B24">Liu et&#xa0;al., 2018</xref>). <italic>MorA</italic> (encoding phosphodiesterase) and <italic>SpuC</italic> (encoding putrescine aminotransferase) are related to the suppression of biofilm formation. This biofilm inhibition may be one of the microbes' strategies for evading MTI and fitting within the rhizosphere.</p>
<p>Considering that ISR occurs through the recognition of microbial-derived factors by the plant, the symbiosis between plants and microbes is crucial (<xref ref-type="bibr" rid="B51">Zamioudis and Pieterse, 2012</xref>). However, current studies suggest that some ISR responses might not require a symbiotic association (<xref ref-type="bibr" rid="B39">Vishwanathan et&#xa0;al., 2020</xref>). For example, the ectomycorrhizal fungus <italic>Laccaria bicolor</italic> can trigger ISR against the insect <italic>Trichoplusia ni</italic> in <italic>Arabidopsis</italic>, a nonmycorrhizal plant (<xref ref-type="bibr" rid="B39">Vishwanathan et&#xa0;al., 2020</xref>). Therefore, the crucial factor may lie more in how effectively the plant responds to ISR elicitors secreted by microbes, rather than the duration of the plant-microbes symbiotic relationship.</p>
</sec>
<sec id="s3_2">
<title>Microbe elicitor-plant recognition and signal transduction</title>
<p>Plants may recognize signals from rhizosphere microbes for inducing ISR. Then, what happens in plant roots for initiating ISR signaling?</p>
<p>
<italic>Pseudomonas fluorescens</italic> WCS417r is known for inducing ISR against a broad spectrum of pathogens in <italic>Arabidopsis</italic>. However, <italic>P. fluorescence</italic> WCS417r showed impaired ISR in <italic>myb72-1</italic> and <italic>myb72-2 Arabidopsis</italic> mutant against <italic>Pseudomonas syringae</italic> pv tomato, <italic>Hyaloperonospora parasitica</italic>, <italic>Alternaria brassicicola</italic>, and <italic>Botrytis cinerea</italic> (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) (<xref ref-type="bibr" rid="B38">Van der Ent et&#xa0;al., 2008</xref>). Indeed, the root-specific transcription factor MYB72 appears to be a convergence node, as it is essential for early signaling in ISR induction by <italic>P. fluorescence</italic> WCS417r and <italic>Trichoderma asperellum</italic> T34 (<xref ref-type="bibr" rid="B38">Van der Ent et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B33">Segarra et&#xa0;al., 2009</xref>). The author suggest MYB72 is upstream of ET signaling, as WCS417r activated MYB72 in ethylene-insensitive <italic>ein2-1</italic> plants, and exogeneous ethylene precursor 1-aminocyclopropane-1-carboxylate (ACC) induced ISR responses in <italic>myb72-1</italic> mutants (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) (<xref ref-type="bibr" rid="B38">Van der Ent et&#xa0;al., 2008</xref>).</p>
<p>Chitin, one of the MAMPs of microbes, has been shown to induce ISR (<xref ref-type="bibr" rid="B39">Vishwanathan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B36">Takagi et&#xa0;al., 2022</xref>). <italic>L.bicolor</italic> triggers ISR in <italic>Arabidopsis</italic> against <italic>Trichoplusia ni</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) (<xref ref-type="bibr" rid="B39">Vishwanathan et&#xa0;al., 2020</xref>). Molecular evidence suggest that chitin derived from <italic>L.bicolor</italic> is an ISR-inducing molecules, as heat-killed <italic>L. bicolor</italic> or chitin also trigger ISR, but the chitin receptor mutant <italic>cerk1-2</italic> could not trigger ISR by <italic>L.bicolor</italic> or chitin (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B39">Vishwanathan et&#xa0;al., 2020</xref>). Another study showed that chitin-induced ISR against <italic>Bipolaris oryzae</italic> in rice is related to down-regulated cytokinin signaling, resulting in alterations of cell-wall components (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B36">Takagi et&#xa0;al., 2022</xref>). Therefore, chitin-induced ISR is mediated by perturbation in cell-wall biogenesis in leaves.</p>
<p>Regarding PGPM interactions with plant roots, the root hair is the first part of the plant to interact with microbes. Root hair-specific syntaxin gene <italic>SYP123</italic> is suggested to be necessary for PGPM-triggered ISR, as ISR marker genes (<italic>PR1</italic>, <italic>MYC2</italic>, and <italic>PDF1.2</italic>) did not increase in <italic>syp123 Arabidopsis</italic> mutants in response to beneficial <italic>Pseudomonas</italic> species (<xref ref-type="bibr" rid="B31">Rodriguez-Furl&#xe1;n et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B52">Zhu et&#xa0;al., 2022</xref>).</p>
<p>In the case of root-to-shoot communications, the root-knot nematode (RNK) <italic>Meloidogyne incognita</italic> induces the transition of ROS signals from root to leaves of tomato, resulting in JA accumulation in leaves (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>) (<xref ref-type="bibr" rid="B40">Wang et&#xa0;al., 2019</xref>). The <italic>M. incognita</italic>-induced signal transduction involves <italic>RBOH1</italic>, <italic>GLR3.5</italic>, and <italic>MPK1/2</italic>-dependent JA accumulation, as JA accumulation in leaves was abolished in grafting experiments with scion of the mutant <italic>GLUTAMATE RECEPTOR-LIKE 3.5</italic> (<italic>GLR3.5</italic>), <italic>RESPIRATORY BURST OXIDASE HOMOLOG1</italic> (<italic>RBOH1</italic>), and plant silenced for <italic>mitogen-activated kinases1</italic> (<italic>MPK1</italic>) or <italic>MPK2</italic> (<xref ref-type="bibr" rid="B40">Wang et&#xa0;al., 2019</xref>). The RNK <italic>M. incognita</italic> induced-JA accumulation in leaves transfers to the roots, triggering resistance to RNK (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B40">Wang et&#xa0;al., 2019</xref>).</p>
<p>Oxylipins are oxidized lipid signals that regulate plant physiological responses to abiotic and biotic stress, including defense responses against pathogens and insects (<xref ref-type="bibr" rid="B41">Wang et&#xa0;al., 2019</xref>). Several non-jasmonate oxylipins have been identified as crucial regulators for ISR in various plant species. In maize, two xylem-mobile oxylipins, 12-oxo-phytodienoic acid (12-OPDA) and an &#x3b3;-ketol of octadecadienoic acid (KODA), play important roles in ISR (<xref ref-type="bibr" rid="B41">Wang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B5">Carella, 2020</xref>). Additionally, two &#x3b3;-ketols, 12-Oxo-9-hydroxy-10(<italic>E</italic>)-octadecenoic acid (9,12-KOMA) and 12-Oxo-9-hydroxy-10(<italic>E</italic>),15(<italic>Z</italic>)-octadecadienoic acid (9,12-KODA), have been identified as ISR priming agents in maize (<xref ref-type="bibr" rid="B42">Wang&#xa0;et&#xa0;al.,&#xa0;2020</xref>). The small secreted protein Sm1 from PGPM <italic>virens</italic> triggers ISR regulating 12-OPDA and KODA biosynthesis in maize plants (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B41">Wang et&#xa0;al., 2019</xref>). Similarly, <italic>Pseudomonas putida</italic> BTP1 induced ISR against <italic>Botrytis cinerea</italic> by accumulating two antifungal oxylipin, free 13-hydroperoxy-octadecatrienoic (13-HPOT) and 13-hydroxy-octadecatrienoic acids (13-HOT), in tomato (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B25">Mariutto et&#xa0;al., 2011</xref>).</p>
<p>Recently, microRNAs have also been suggested as mobile signals for plant-microbe interactions (<xref ref-type="bibr" rid="B45">Xie et&#xa0;al., 2019</xref>). <italic>Bacillus velezensis</italic> FZB42, which is reported to induce ISR, showed that four miRNAs, zma-miR169a-5p, zma-miR169c-5p, zma-miR169i-5p, and zma-miR395b-5p, belonging to the miR169 family, are associated with triggering ISR by regulating nuclear factor Y transcription factor in maize (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B45">Xie et&#xa0;al., 2019</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>Perspectives</title>
<p>This study explored the triple interaction among above-ground herbivores/pathogen (1<sup>st</sup> attack), host plants, beneficial rhizosphere microbes PGPM, and herbivores/pathogen (2<sup>nd</sup> attack) in the context of ISR. ISR is triggered by beneficial microbes interacting with plant roots, enhancing the plant's defenses against pathogens and pests. In this review, we focused on how PGPM enhance systemic resistance in plants through ISR and activate defense mechanisms against herbivores and pathogens. Many previous studies have shown that plants can actively assemble beneficial microbes in the rhizosphere according to their needs. Even in the absence of a symbiotic associations, these microbes can induce ISR in plants.</p>
<p>There are naturally occurring complex interactions: (1) plant leaves are exposed to pathogens and insects (above ground microbe&#x2019;s first attack-plant interaction), and (2) plant roots interact with various microbes in their rhizosphere (below ground microbes-plant interaction). We propose a concept of 'triple interactions' by adding the plant's active immune response, specifically ISR, for a second above-ground attack. This raises the question: How can we apply these complex plant immune systems to agriculture?</p>
<p>Since plants can actively gather the microbes they need in the rhizosphere, it is possible to study the types of beneficial microbes that can control pests and pathogens that are currently difficult to manage. For instance, by inoculating plants with target pests or pathogens and then observing the changes in the microbial community over time, it may be possible to identify microbes that the plant recruits to combat the target pest/pathogen. Alternatively, since root exudates released under specific stress conditions ultimately gather beneficial microbes, identifying the root exudate components that attract PGPM would also be beneficial for future agricultural applications.</p>
<p>Unlike animals, plants do not have T-cells and cannot be vaccinated in the traditional sense. However, by actively recruiting beneficial microbes to the rhizosphere after an attack, plants can enhance their systemic resistance, functioning similarly to a vaccine. Of course, there are also cases where microbial communities harmful to the plant assemble in response to an above-ground attack. Therefore, future studies could investigate whether there is a threshold beyond which a stressed plant's ability to recruit beneficial microbes becomes ineffective. If this threshold is exceeded, it could potentially neutralize the plant's capacity to assemble beneficial microbial communities. Moreover, it is important to acknowledge that not all plants can acquire immunity against every pest or pathogen they encounter. This limitation means that the concept under discussion may not apply universally. Further research is needed to understand the boundaries of a plant's ability to recruit beneficial microbes under various stress conditions and how these limitations impact overall plant health and resistance.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>JJ: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. SA: Writing &#x2013; review &amp; editing. D-HK: Writing &#x2013; review &amp; editing. MR: Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s6" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was supported by grants from the Agenda Project (Project No. PJ01727502) of the Rural Development Administration (RDA), Republic of Korea.</p>
</sec>
<sec id="s7" 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="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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