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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.2023.1216031</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>Assessment of nematicidal and plant growth-promoting effects of <italic>Burkholderia</italic> sp. JB-2 in root-knot nematode-infested soil</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Jong-Hoon</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1934500"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Byeong-Min</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kang</surname>
<given-names>Min-Kyoung</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1993874"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Park</surname>
<given-names>Dong-Jin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Choi</surname>
<given-names>In-Soo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Park</surname>
<given-names>Ho-Yong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lim</surname>
<given-names>Chi-Hwan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Son</surname>
<given-names>Kwang-Hee</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1951899"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Microbiome Convergence Research Center, Korea Research Institute of Bioscience and Biotechnology</institution>, <addr-line>Daejeon</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Bio-Environmental Chemistry, College of Agriculture and Life Science, Chungnam National University</institution>, <addr-line>Daejeon</addr-line>, <country>Republic of Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Nematode Research Center, Life and Industry Convergence Research Institute, Pusan National University</institution>, <addr-line>Miryang</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Maria Lurdes Inacio, Instituto Nacional Investigaciao Agraria e Veterinaria (INIAV), Portugal</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Isabel Luci Concei&#xe7;&#xe3;o, University of Coimbra, Portugal; Ashish Kumar Singh, ICAR-Vivekananda Parvatiya Krishi Anusandhan Sansthan, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Chi-Hwan Lim, <email xlink:href="mailto:chlim.cnu.ac.kr">chlim.cnu.ac.kr</email>; Kwang-Hee Son, <email xlink:href="mailto:sonkh@kribb.re.kr">sonkh@kribb.re.kr</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>19</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1216031</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Kim, Lee, Kang, Park, Choi, Park, Lim and Son</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Kim, Lee, Kang, Park, Choi, Park, Lim and Son</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>Root-knot nematodes (RKN), <italic>Meloidogyne</italic> spp., are plant-parasitic nematodes that are responsible for considerable economic losses worldwide, because of the damage they cause to numerous plant species and the inadequate biological agents available to combat them. Therefore, developing novel and eco-friendly nematicides is necessary. In the present study, <italic>Burkholderia</italic> sp. JB-2, isolated from RKN-infested rhizosphere soil in South Korea, was evaluated to determine its nematicidal and plant growth-promoting effects under <italic>in vitro</italic> and <italic>in vivo</italic> conditions. Cell-free filtrates of the JB-2 strain showed high levels of nematicidal activity against second-stage juveniles (J2) of <italic>M</italic>. <italic>incognita</italic>, with 87.5% mortality following two days of treatment. In addition, the assessment of the activity against other six plant parasitic nematodes (<italic>M</italic>. <italic>javanica</italic>, <italic>M</italic>. <italic>hapla</italic>, <italic>M</italic>. <italic>arenaria</italic>, <italic>Ditylenchus destructor</italic>, <italic>Aphelenchoides subtenuis</italic>, and <italic>Heterodera trifolii</italic>) showed that the cell-free filtrates have a broad nematicidal spectrum. The three defense-responsive (<italic>MiMIF</italic>-<italic>2</italic>, <italic>MiDaf16</italic>-<italic>like1</italic>, and <italic>MiSkn1</italic>-<italic>like1</italic>) genes were activated, while <italic>Mi</italic>-<italic>cm</italic>-<italic>3</italic> was downregulated when treated with cell-free filtrates of JB-2 cultures on J2. The greenhouse experiments suggested that the cell-free filtrates of the JB-2 strain efficiently controlled the nematode population in soil and egg mass formations of <italic>M</italic>. <italic>incognita</italic> in tomato (<italic>Solanum lycopersicum</italic> L., cv. Rutgers). An improvement in the host plant growth was observed, in which the shoot length and fresh weights of shoots and roots increased. The treatment with 10% of JB-2 cell-free filtrates significantly upregulated the expression levels of plant defenses (<italic>SlPR1</italic>, <italic>SlPR5</italic>, and <italic>SlPAL</italic>) and growth-promoting (<italic>ACO1</italic>, <italic>Exp18</italic>, and <italic>SlIAA1</italic>) genes compared with the corresponding parameters of the control group. Therefore, JB-2 could be a promising candidate for the sustainable management of RKN.</p>
</abstract>
<kwd-group>
<kwd>root-knot nematode</kwd>
<kwd>nematicidal activity</kwd>
<kwd>biological control</kwd>
<kwd>
<italic>Burkholderia</italic>
</kwd>
<kwd>plant growth</kwd>
<kwd>
<italic>Solanum lycopersicum</italic>
</kwd>
</kwd-group>
<contract-sponsor id="cn001">Korea Institute of Planning and Evaluation for Technology in Food, Agriculture and Forestry<named-content content-type="fundref-id">10.13039/501100014189</named-content>
</contract-sponsor>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="13"/>
<word-count count="5860"/>
</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">
<label>1</label>
<title>Introduction</title>
<p>Root-knot nematodes (RKN), <italic>Meloidogyne</italic> spp., are one of the most economically damaging genera of plant-parasitic nematodes, with an estimated economic loss over 100 billion USD annually (<xref ref-type="bibr" rid="B54">Wang et&#xa0;al., 2021</xref>). They are obligate endoparasites, which can infect over 3,000 plant species worldwide by invading root cells (<xref ref-type="bibr" rid="B1">Abad et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B6">Anwar and McKenry, 2010</xref>; <xref ref-type="bibr" rid="B38">Mitiku, 2018</xref>). The RKN J2 migrates through intercellular spaces, becomes sedentary, and enters vascular cylinders. Multinucleated feeding cells are then formed, which transform into enlarged giant cells with special nutrient-feeding structures by the end of the sedentary life cycle. It destroys the structure of host roots by depriving it of nutrients, resulting in stunted growth and production. In turn, the host gets susceptible to biotic and abiotic stresses (<xref ref-type="bibr" rid="B41">Ralmi et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B32">Liu et&#xa0;al., 2022</xref>). Here, the inhabitation and parasitism of RKN can be difficult to control, as its symptoms can be easily confused with other plant problems hence, identifying and controlling the occurrence of RKN in plants remain an ongoing challenge (<xref ref-type="bibr" rid="B20">Gillet et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B50">Subedi et&#xa0;al., 2020</xref>).</p>
<p>Generally, managing RKN involves the application of synthetic nematicides, botanical essential oils, biological control, host-delivered RNAi approach and resistant cultivars among others (<xref ref-type="bibr" rid="B15">Collange et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B25">Joshi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B50">Subedi et&#xa0;al., 2020</xref>). Specifically, synthetic nematicides such as organophosphates, carbamates and fumigants have been extensively used for their efficiency; however, they are currently being restricted, owing to their negative environmental impacts such as non-target toxicity and agricultural ecosystem disturbance, as well as human health safety concerns (<xref ref-type="bibr" rid="B18">Forghani and Hajihassani, 2020</xref>). In the past decades, studies have been conducted to develop novel eco-friendly nematicides and address the negative impacts of the synthetic ones. Recently, biological control agents based on microorganisms have been used as more environment-friendly alternatives and are considered a sustainable nematode control strategy (<xref ref-type="bibr" rid="B3">Abd-Elgawad and Askary, 2018</xref>). Fungi, such as <italic>Purpureocillium lilacinum</italic> (e.g. BIOACT&#xae; by Bayer Crop Science), <italic>Trichoderma</italic> spp. (e.g. Trifesol&#xae; by Biocultivos Agricultura Sostenible) and <italic>Pochonia chlamydosporia</italic> (e.g. KlamiC&#xae; by BiotorLabs) has been widely accepted and utilized by farmers and other stakeholders for controlling nematode populations in soil (<xref ref-type="bibr" rid="B39">Moliszewska et&#xa0;al., 2022</xref>). Certain bacterial species, including <italic>Bacillus</italic> spp. (e.g. Aveo&#xae;EG by Valent BioSciences) and <italic>Pasteuria</italic> spp. (e.g. ClarivaTM by Syngenta International AG) are also known to be safe and cost-effective and are well-received to control a wide range of nematode species (<xref ref-type="bibr" rid="B43">Roth et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B34">Machado, 2022</xref>).</p>
<p>The rhizosphere environment harbors diverse bacteria that affect the soil ecosystem, promote plant growth, improve the plant defense system and exert direct antagonistic effects on plant pathogens. Particularly, certain strains of rhizosphere bacteria such as <italic>Bacillus</italic>, <italic>Pseudomonas</italic>, <italic>Pasteuria</italic>, <italic>Serratia</italic> and <italic>Burkholderia</italic> have been reported to play a crucial role in controlling RKN through their nematicidal and plant growth-promoting properties (<xref ref-type="bibr" rid="B15">Collange et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B37">Mhatre et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B4">Ahmad et&#xa0;al., 2021</xref>). They have been reported to effectively suppress RKN by directly paralyzing, killing and inhibiting J2 hatching through their toxic metabolite and enzyme production capabilities, in addition to having indirect suppressing abilities through the induction of systemic plant resistance (<xref ref-type="bibr" rid="B48">Siddiqui and Mahmood, 1999</xref>; <xref ref-type="bibr" rid="B51">Tian et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B29">Lamov&#x161;ek et&#xa0;al., 2013</xref>). However, despite continuous research and notable success in laboratory studies of bacterial nematicides, their mechanisms in field conditions remain poorly understood; hence, extensive research, particularly on novel nematicidal strains with high field adaptability and activity in the rhizosphere, remains necessary and crucial for the development of sustainable RKN control strategies.</p>
<p>In the present study, the nematicidal strain <italic>Burkholderia</italic> sp. JB-2 was isolated from RKN-infested rhizosphere soil in South Korea, in which its ability to control RKN was assessed under laboratory conditions. Furthermore, changes in the relative expression levels of seven <italic>M</italic>. <italic>incognita</italic> J2 genes were studied. Potted tomato (<italic>Solanum lycopersicum</italic> L. cv. Rutgers; susceptible control) (<xref ref-type="bibr" rid="B27">Kokalis-Burelle et&#xa0;al., 2013</xref>) in soil infested with <italic>M. incognita</italic> under greenhouse conditions was also monitored to assess whether the JB-2 can control and promote plant growth.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Nematodes</title>
<p>
<italic>Meloidogyne incognita</italic> was collected and identified based on the method described by <xref ref-type="bibr" rid="B44">Saeki et&#xa0;al. (2003)</xref> from roots of the oriental melon (<italic>Cucumis melo</italic> L. var. <italic>makuwa</italic>) in a commercial greenhouse at Yesan-ri, Seongju-gun, Republic of Korea, which were then grown on tomato (<italic>Solanum lycopersicum</italic> L., cv. Rutgers, Seedway, Hall, NY) 28 &#xb1; 2&#xb0;C, under greenhouse conditions.</p>
<p>The egg masses were obtained from infected <italic>S</italic>. <italic>lycopersicum</italic> using a 0.5% NaOCl solution according to <xref ref-type="bibr" rid="B24">Hussey and Barker (1973)</xref> and incubated at 28&#xb0;C for 24&#xa0;h in distilled water. <italic>Meloidogyne incognita</italic> J2 were obtained using a modified Baermann funnel (<xref ref-type="bibr" rid="B53">Viglierchio and Schmitt, 1983</xref>) and used for <italic>in vitro</italic> and <italic>in vivo</italic> experiments. Other pure cultured-nematodes such as <italic>M</italic>. <italic>javanica, M</italic>. <italic>hapla, M</italic>. <italic>arenaria</italic>, <italic>Ditylenchus destructor</italic>, <italic>Aphelenchoides subtenuis</italic> and <italic>Heterodera trifolii</italic> were obtained from the Nematode Research Center, Life and Industry Convergence Research Institute, Pusan National University, Miryang-si, Republic of Korea for the activity spectrum analysis.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Isolation and identification of bacterial strains</title>
<p>Rhizosphere soil samples were collected from a <italic>M</italic>. <italic>incognita</italic>-infested commercial greenhouse in Seongju-gun, Republic of Korea (35&#xb0;55<italic>&#x2019;</italic>32.2&#x2033; N, 128&#xb0;17<italic>&#x2019;</italic>13.8&#x2033; E). Thereafter, one gram of the collected soil samples were diluted with phosphate-buffered saline (0.8% NaCl, 0.02% KCl, 0.144% Na<sub>2</sub>HPO<sub>4</sub>, 0.024% KH<sub>2</sub>PO<sub>4</sub>, pH 7.4). The soil suspension was subsequently spread onto Reasoner&#x2019;s 2A agar medium (MBcell, Seoul, Republic of Korea) and incubated at 30&#xb0;C for two days. The bacterial colonies were isolated according to color and morphological properties and stored at &#x2212;70&#xb0;C in R2A broth with 25% sterilized glycerol for further analysis. A total of 28 bacterial isolates from rhizosphere soil samples were evaluated for nematicidal activity against <italic>M</italic>. <italic>incognita</italic> J2.</p>
<p>Genomic DNA was extracted using a standard phenol-chloroform extraction method (<xref ref-type="bibr" rid="B57">Wilson, 2001</xref>) and a partial 16S rRNA gene was amplified using a polymerase chain reaction (PCR) to identify the molecular characteristics of the bacterial isolates, in which the universal primers 27F (5&#x2032;-AGAGTTTGATCMTGGCTCA-3&#x2032;) and 1492R (5&#x2019;-TACGGYTACCTTGTTACGACTT-3&#x2032;) were used (<xref ref-type="bibr" rid="B56">Weisburg et&#xa0;al., 1991</xref>). The sequencing of the purified products was performed at Macrogen Inc. (Seoul, Republic of Korea). The sequence of the 16S rRNA gene was then evaluated against the type strains available in the EzBioCloud database (ChunLab Inc., Seoul, Republic of Korea) to identify closely related species. Molecular phylogeny of 16S rRNA was inferred using the neighbor-joining method in MEGA X software (<xref ref-type="bibr" rid="B28">Kumar et&#xa0;al., 2018</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>
<italic>In vitro</italic> nematicidal activities of cell-free filtrates</title>
<p>Bacterial isolates were fermented in a 500 mL baffled Erlenmeyer flask containing 100 mL of Luria-Bertani (LB) broth (BD Difco, Franklin Lakes, NJ, United States) on a shaking incubator (200 rpm) at 28&#xb0;C for 48&#xa0;h. Following fermentation (Approximately equivalent to 3.0 &#xd7; 10<sup>8</sup> colony-forming unit/mL), supernatants were separated by centrifugation at 10,000 rpm for 15&#xa0;min at 4&#xb0;C, and subsequently filtered using a 0.22 &#x3bc;m pore filter (Millipore, Burlington, MA, USA). An aliquot containing 50 fresh hatched-J2 in 90 &#x3bc;L sterilized water was transferred to each well of a 96-well plate (SPL Life Sciences Co. Ltd., Gyeonggi-do, Korea) and treated with 10 &#x3bc;L of cell-free filtrates at a final concentration of 10% (v/v). LB broth was used as the negative control. Abamectin (1 &#x3bc;g/mL, Supelco, Bellefonate, PA, USA) and 2,000-fold diluted Sunchungtan 150 EC (150 &#x3bc;g/mL of fosthiazate, Farm Hannong Co., Seoul, Korea) was used as the positive control. The 96-well plates were incubated at 28&#xb0;C for 48&#xa0;h. Following incubation, the J2, in each treatment, were observed using a stereo microscope (Olympus SZ61, Olympus Corporation, Tokyo, Japan). They were considered dead when they exhibited a straight form and immobility following stimulations using a fine needle. The relative mortality rate was calculated based on the <xref ref-type="bibr" rid="B2">Abott (1925)</xref> formula: [(mortality rate on the treatment-mortality rate on the negative control)/(1-mortality rate on the negative control)]. All experiments were performed in triplicate wells and repeated three times under similar conditions.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Total RNA isolation and cDNA synthesis</title>
<p>Following 24&#xa0;h of treatment, total RNA was extracted from J2 using TRIzol reagent solution (Ambion, Carlsbad, CA, USA), which was then subjected to purification using the RNeasy Mini Kit (Qiagen, Hilden, Germany) according to the manufacturer&#x2019;s instructions. The complementary DNA was synthesized using a cDNA synthesis kit (Thermo Fisher Scientific Baltics, Vilnius, Lithuania) and was used as a template.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Gene expression analysis</title>
<p>The relative expression levels of six <italic>M</italic>. <italic>incognita</italic> genes (response to oxidative stress, <italic>MiMIF</italic>-<italic>2</italic>, <italic>MiDaf16-like1</italic>, and <italic>MiSkn1-like1</italic>; nematode development, <italic>Mi</italic>-<italic>Cpl</italic>-<italic>1</italic> and <italic>Mi-SER-1</italic>; nematode parasitism, <italic>Mi</italic>-<italic>cm</italic>-<italic>3</italic>) which were treated with 10% culture filtrates of JB-2 and investigated by real-time quantitative PCR. The expression levels were analyzed using SYBR Green Master Mix (Roche Diagnostics, Mannheim, Germany) and gene-specific primers (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table S1</bold>
</xref>) on a 7500 Real-Time PCR system (Applied Biosystems, Foster City, CA, USA). The 18S rRNA and <italic>MiActin</italic> were used as the reference genes. The relative transcription levels were calculated using the 2<sup>-&#x394;&#x394;Ct</sup> method (<xref ref-type="bibr" rid="B10">Beaubois et&#xa0;al., 2007</xref>). All experiments were performed in triplicate.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Reactive oxygen species assay</title>
<p>The fluorescent probe, 2,7-dichlorodihydrofluorescein-diacetate (H<sub>2</sub>DCF-DA, Sigma-Aldrich, St Louis, MO, USA), was used to detect intracellular reactive oxygen species (ROS) levels in <italic>M. incognita</italic> (<xref ref-type="bibr" rid="B58">Yoon et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B36">Maleita et&#xa0;al., 2022</xref>). The J2 of <italic>M. incognita</italic> were collected in sterilized water and 50 nematodes were transferred, per well, into 96-well plates. The 10% cell-free filtrates, 50 mM H<sub>2</sub>O<sub>2</sub> (Daejung Chemicals &amp; Metals Co., Ltd, Gyeonggi-do, Republic of Korea; as positive control), LB broth (negative control), 1 &#x3bc;g/mL abamectin and 2,000-fold diluted sunchungtan 150EC (150 &#x3bc;g/mL of fosthiazate) were poured in each well, respectively, and were subsequently incubated for 24&#xa0;h at 25&#xb0;C. Thereafter, the nematodes were washed thrice with sterilized water and transferred to the 96-well plate. The H<sub>2</sub>DCF-DA was then added to each well at a final concentration of 50 &#x3bc;M. The fluorescence was measured using a fluorescence spectrophotometer (Wallac Victor 3 1420 multilabel counter, Perkin-Elmer, Wellesley, USA) by recording the fluorescence intensity at &#x3bb;ex 485 nm and &#x3bb;em 535 nm, at 60&#xa0;min intervals for 120&#xa0;min at 20&#xb0;C. The data were collected from the 60&#xa0;min time point. Assays were performed in triplicate wells and repeated three times under similar conditions. The nematodes were immobilized on a glass slide using 10 mM sodium azide. Images were captured using a fluorescence stereo microscope (Olympus SZX16, Tokyo, Japan) equipped with a TUCSEN Dhyana 400 DC digital camera (Olympus).</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Greenhouse experiment</title>
<p>The experiment was performed in a controlled greenhouse located in the Nematode Research Center, Life and Industry Convergence Research Institute, Pusan National University, Miryang-si, Republic of Korea, under the following conditions: the temperature range was 25 &#xb1; 3&#xb0;C and relative humidity was 70%, with a 12&#xa0;h light/12&#xa0;h dark cycle. Pots with a diameter and depth of 12&#xa0;cm and 10&#xa0;cm, respectively, were filled with 500&#xa0;g of autoclave-sterilized soil (121&#xb0;C for 1 hour) obtained from a commercial greenhouse in Seongju-gun, Republic of Korea (35&#xb0;55<italic>&#x2019;</italic>32.2&#x2033; N, 128&#xb0;17<italic>&#x2019;</italic>13.8&#x2033; E) and inoculated with <italic>M</italic>. <italic>incognita</italic> (1 J2/g of soil) in 1 mL of sterilized water. Cell-free filtrates of JB-2 were similarly prepared as described above and were used for <italic>in vivo</italic> assays. Following 24&#xa0;h of inoculation, the experiment involved four treatments: (1) cell-free filtrates of JB-2 (10%, 1%, and 0.1%), (2) 1.8% abamectin (Sun Moon Green Science Co. Ltd., Seoul, Korea) as a positive control, (3) 2,000-fold diluted sunchungtan 150EC (150 &#x3bc;g/mL of fosthiazate, Farm Hannong Co) as a positive control, and (4) LB broth as a negative control.</p>
<p>The experiments were divided into three groups. The first group was an evaluation of the effects of four treatments on nematodes in 500&#xa0;g of soil from each replicate pot, one week after treatment. The number of nematodes was determined based on the method described by <xref ref-type="bibr" rid="B16">Coolen (1979)</xref> under a stereo microscope (Olympus SZ61). The second and third groups consisted of <italic>S</italic>. <italic>lycopersicum</italic> at the two-leaf stage, which were transplanted into pots (one for each pot) one week after treatment. The nematode population density in <italic>S</italic>. <italic>lycopersicum</italic> roots was determined by extracting J2 from 1&#xa0;g of each <italic>S</italic>. <italic>lycopersicum</italic> roots at 7 days post-transplant. Meanwhile, the latter involved assessing the 45-day post-transplant plant growth parameters such as the shoot length of the plant and fresh weight of the roots and shoots, expression levels of plant defense genes, and nematode parameters such as the number of egg masses on each tomato roots. The number of egg masses was determined using phloxine B staining (<xref ref-type="bibr" rid="B49">Southey, 1986</xref>).</p>
<p>Finally, grounded root samples (0.5&#xa0;g) were frozen in liquid nitrogen. The expression levels of the plant defense (salicylic acid response, <italic>SlPR1</italic> and <italic>SlPR5</italic>; salicylic acid biosynthesis, <italic>SlPAL</italic>) and growth-promoting (<italic>ACO1</italic>, <italic>Exp18</italic>, and <italic>SlIAA1</italic>) genes, were determined using gene-specific primers. The <italic>Ubi3</italic> and <italic>SlActin</italic> genes were used as the reference genes (<xref ref-type="supplementary-material" rid="ST2">
<bold>Supplementary Table S2</bold>
</xref>). All experiments were performed in triplicate.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Statistical analyses</title>
<p>One-way ANOVA was performed using SPSS software (version 24, SPSS, Inc., Chicago, IL, United States). The mean values were compared using Scheff&#xe9;&#x2019;s method and <italic>p</italic> values &lt;0.05 were considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Isolation and identification of bacterial strain with nematicidal activity</title>
<p>Among the isolated strains, cell-free filtrates of the JB-2 strain showed high levels of nematicidal activity against J2, with a mortality rate of 87.46% (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Meanwhile, the mortality rates of J2 in the positive controls of the 150 &#x3bc;g/mL fosthiazate and 1 &#x3bc;g/mL abamectin were 97.56% and 98.43%, respectively. Hence, the JB-2 strain exhibited a high nematicidal activity against J2 of <italic>M</italic>. <italic>incognita</italic> and was selected for the further studies.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Isolation and screening of <italic>Burkholderia</italic> sp. JB-2 with nematicidal activity against the second-stage juveniles of <italic>Meloidogyne incognita</italic>. The mortality rate of the 50 fresh hatched-J2 of <italic>M</italic>. <italic>incognita</italic> after 48&#xa0;h treated with 10% cell-free filtrates of isolated bacteria <bold>(A)</bold>. Abamectin (1 &#x3bc;g/mL) and 2,000-fold diluted Sunchungtan 150EC (150 &#x3bc;g/mL of fosthiazate) used as the positive controls, a LB broth used as the negative control. Morphological observation of the active nematodes <bold>(B)</bold> and the dead nematodes with straight form and immobility <bold>(C)</bold> post-stimulation using a fine needle. The experiment was performed in triplicate under the same conditions. Different letters above the error bars indicate significant differences by Scheff&#xe9;&#x2019;s test (<italic>P</italic> &lt; 0.05). Scale bar: 100 &#x3bc;m.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g001.tif"/>
</fig>
<p>The assessment of the activity spectrum using the bioassay showed broad-spectrum activities of the seven plant parasitic nematodes used <italic>M</italic>. <italic>incognita</italic>, <italic>M</italic>. <italic>javanica</italic>, <italic>M</italic>. <italic>hapla</italic>, <italic>M</italic>. <italic>arenaria</italic>, <italic>D. destructor</italic>, <italic>A. subtenuis</italic> and <italic>H. trifolii</italic> with a mortality rate of 87.46%, 84.36%, 83.19%, 82.83%, 81.33%, 79.28% and 74.05%, respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Assessments of the mortality rate (%) of cell-free filtrates of <italic>Burkholderia</italic> sp. JB-2 against the second-stage juveniles of seven plant parasitic nematodes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Plant parasitic nematode</th>
<th valign="middle" colspan="3" align="center">Mortality rate (%)</th>
</tr>
<tr>
<th valign="middle" align="center">Control</th>
<th valign="middle" align="center">Fosthiazate (150 &#x3bc;g/mL)</th>
<th valign="middle" align="center">JB-2 (10% cell-free filtrates)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Meloidogyne incognita</italic>
</bold>
</td>
<td valign="middle" align="center">0.00 &#xb1; 0.00<sup>c</sup>
</td>
<td valign="middle" align="center">97.56 &#xb1; 1.85<sup>a</sup>
</td>
<td valign="middle" align="center">87.46 &#xb1; 1.09<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Meloidogyne javanica</italic>
</bold>
</td>
<td valign="middle" align="center">0.00 &#xb1; 0.00<sup>c</sup>
</td>
<td valign="middle" align="center">96.02 &#xb1; 0.73<sup>a</sup>
</td>
<td valign="middle" align="center">84.36 &#xb1; 0.55<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Meloidogyne hapla</italic>
</bold>
</td>
<td valign="middle" align="center">0.00 &#xb1; 0.00<sup>c</sup>
</td>
<td valign="middle" align="center">97.63 &#xb1; 1.00<sup>a</sup>
</td>
<td valign="middle" align="center">83.19 &#xb1; 0.74<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Meloidogyne arenaria</italic>
</bold>
</td>
<td valign="middle" align="center">0.00 &#xb1; 0.00<sup>c</sup>
</td>
<td valign="middle" align="center">96.19 &#xb1; 0.96<sup>a</sup>
</td>
<td valign="middle" align="center">82.83 &#xb1; 0.66<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Ditylenchus destructor</italic>
</bold>
</td>
<td valign="middle" align="center">0.00 &#xb1; 0.00<sup>c</sup>
</td>
<td valign="middle" align="center">88.41 &#xb1; 3.29<sup>a</sup>
</td>
<td valign="middle" align="center">81.33 &#xb1; 1.28<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Aphelenchoides subtenuis</italic>
</bold>
</td>
<td valign="middle" align="center">0.00 &#xb1; 0.00<sup>c</sup>
</td>
<td valign="middle" align="center">90.11 &#xb1; 0.32<sup>a</sup>
</td>
<td valign="middle" align="center">79.28 &#xb1; 0.67<sup>b</sup>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Heterodera trifolii</italic>
</bold>
</td>
<td valign="middle" align="center">0.00 &#xb1; 0.00<sup>c</sup>
</td>
<td valign="middle" align="center">95.08 &#xb1; 0.77<sup>a</sup>
</td>
<td valign="middle" align="center">74.05 &#xb1; 4.29<sup>b</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Within a row, values with different letters indicate significant differences by Scheff&#xe9;&#x2019;s test at P &lt; 0.05. Data are presented as Mean &#xb1; SD (n =3).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The phylogenetic profiling of the JB-2 strain based on comparison between the nucleotide sequence of its partial 16S rRNA gene with that of the type strains available in the EzBioCloud database showed that JB-2 strain was most closely related to <italic>B</italic>. <italic>thailandensis</italic> BD10-00323 (GenBank accession number KF444906), in which 99.04% of the 16S rRNA nucleotide sequence showed similarities (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The 16S rRNA nucleotide sequence was deposited in GenBank under accession number OQ711941. With this, the JB-2 strain was deposited in the Korean Collection for Type Cultures under code number KCTC14976BP.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Phylogenetic relationship of the <italic>Burkholderia</italic> sp. JB-2 based on 16S rRNA gene sequence. Neighbor-joining phylogenetic tree based on 16S rRNA gene sequences and closely related species constructed using MEGA X software. Numbers at each branches indicate the bootstrap percentage of 1,000 replications.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Changes in the response properties of <italic>M</italic>. <italic>incognita</italic> upon JB-2 treatment</title>
<p>Based on the relative transcription levels of the six <italic>M</italic>. <italic>incognita</italic> genes using real-time quantitative PCR, the expression profiles of the four genes were significantly different between the control and JB-2 treatment groups (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), in which the expression levels of the former, including <italic>MiMIF</italic>-<italic>2</italic> (<italic>P</italic> &lt; 0.005), <italic>MiDaf16</italic>-<italic>like1</italic> (<italic>P</italic> &lt; 0.005), and <italic>MiSkn1</italic>-<italic>like1</italic> (<italic>P</italic> &lt; 0.005), and defense-responsive genes from oxidative stress were higher by approximately 1.4 folds than that of the control. The relative expression of <italic>Mi</italic>-<italic>cm</italic>-<italic>3</italic>, which is a negative regulator of the salicylic acid pathway, was also reduced by 1.8-fold in treated nematodes compared with that of the control. Meanwhile, no significant differences were found between the expression levels of <italic>Mi</italic>-<italic>Cpl</italic>-<italic>1</italic> and <italic>Mi-SER-1</italic> between the control and JB-2 treatments (<italic>P</italic> &gt; 0.05).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Expression profiles of the six <italic>Meloidoyne incognita</italic> genes upon treating with the cell-free filtrates of <italic>Burkholderia</italic> sp. JB-2. Data are presents as Mean &#xb1; SD (<italic>n</italic> = 3). Statistical significance between compared groups are indicated as *<italic>P</italic> &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g003.tif"/>
</fig>
<p>The measurement of the intracellular ROS levels in J2 using H<sub>2</sub>DCF-DA (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) showed that, in the JB 2 treatment, there were numerous giant vacuole formations and high levels of DCF fluorescence, with a value of 11,445 &#xb1; 934 rfu, which was similar to that of the pattern observed in the H<sub>2</sub>O<sub>2</sub>-treated group. Meanwhile, the LB broth, abamectin and fosthiazate-treated groups exhibited less vacuole formation and lower levels of DCF fluorescence, with 740 &#xb1; 34, 2176 &#xb1; 210 and 1232 &#xb1; 934 rfu, respectively. These results indicate that the treatment with the JB-2 cell-free filtrate results in an increase in ROS accumulation in <italic>M</italic>. <italic>incognita</italic>, which may consequently cause oxidative stress and potential apoptosis in nematodes.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Effect of <italic>Burkholderia</italic> sp. JB-2 cell-free filtrates on ROS accumulation in <italic>Meloidogyne incognita</italic> J2. The 50 J2 of <italic>M. incognita</italic> were treated with 10% cell-free filtrates of JB-2 and were subsequently incubated for 24h at 25&#xb0;C. 50 mM H<sub>2</sub>O<sub>2</sub> was used as the positive control and LB broth was used as the negative control. Quantitative analysis of vacuolization and ROS accumulation in <italic>M</italic>. <italic>incognita</italic> using a fluorescence probe, H<sub>2</sub>DCF-DA <bold>(A)</bold>. Left-hand panels are bright-field images; right-hand panels are fluorescent images of the nematodes captured by the fluorescence stereo microscope equipped with a TUCSEN Dhyana 400 DC digital camera. Qualitative analysis of ROS accumulation in <italic>M</italic>. <italic>incognita</italic> J2 using a fluorescence spectrophotometer by recording the fluorescence intensity at &#x3bb;ex 485 nm and &#x3bb;em 535 nm <bold>(B)</bold>. The experiment was performed in triplicate under the same conditions. Different letters above the error bars indicate significant differences by Scheff&#xe9;&#x2019;s test (<italic>P</italic> &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Effect of JB-2 strain on <italic>M</italic>. <italic>incognita</italic> under greenhouse conditions</title>
<p>Based on the week-long treatment observation of the population of <italic>M</italic>. <italic>incognita</italic> in the tested soil and <italic>S. lycopersicum</italic> roots (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>), the nematode population in the soil treated with JB-2 cell-free filtrates was found to be significantly reduced (<italic>P</italic> &lt; 0.005) by up to 75.9% compared to of the control. Meanwhile, no statistically significant differences were found between JB-2 and the positive control (fosthiazate and abamectin) treatment (<italic>P</italic> &gt; 0.05) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). The number of nematodes per gram of <italic>S. lycopersicum</italic> root also significantly decreased in a concentration-dependent condition compared to the control when treated with cell-free filtrates of JB-2 (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B, C</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Effect of <italic>Burkholderia</italic> sp. JB-2 cell-free filtrates on <italic>Meloidogyne incognita</italic> in the pot experiment (<italic>n</italic> = 5). <bold>(A)</bold> Number of nematodes in the 500&#xa0;g of soil tested. <bold>(B)</bold> Number of nematodes per gram of <italic>Solanum lycopersicum</italic> roots. <bold>(C)</bold> Images of <italic>S. lycopersicum</italic> roots at 7-day post-transplant. The arrows indicate live <italic>M</italic>. <italic>incognita</italic>. The experiment was performed in triplicate under the same conditions. Different letters above the error bars indicate significant differences by Scheff&#xe9;&#x2019;s test (<italic>P</italic> &lt; 0.05). Scale bars: 200 &#x3bc;m.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g005.tif"/>
</fig>
<p>Based on the number of egg masses on each <italic>S. lycopersicum</italic> root following 45 days of transplanting (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>), it was found that the number of egg masses decreased in varying degrees in all treatments. Specifically, the number of egg masses (6.8 &#xb1; 3.4 egg masses/g) in the 10% cell-free filtrates of the JB-2 strain was reduced. Meanwhile, the number of egg masses in abamectin (6.5 &#xb1; 1.9 egg masses/g), including the other concentrations was also reduced and similar to that of the positive control. Hence, this suggests that the reduction was dependent on the concentration. The treatment of foasthiazate showed the highest reduction in egg masses with 2.1 &#xb1; 0.4 egg masses/g of root.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Effects of <italic>Burkholderia</italic> sp. JB-2 cell-free filtrates on the number of egg masses of <italic>Meloidogyne incognita</italic> per plant in the pot experiment (<italic>n</italic> = 5). <bold>(A)</bold> Number of egg masses on each <italic>Solanum lycopersicum</italic> root following 45 days of transplanting in the 500&#xa0;g of the soil tested. <bold>(B)</bold> Root symptoms of <italic>S</italic>. <italic>lycopersicum</italic>. The arrows indicate egg masses of <italic>M</italic>. <italic>incognita</italic>. The experiment was performed in triplicate under the same conditions. Different letters above the error bars indicate significant differences by Scheff&#xe9;&#x2019;s test (<italic>P</italic> &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g006.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Effects of JB-2 strain on <italic>S</italic>. <italic>lycopersicum</italic> infested with <italic>M</italic>. <italic>incognita</italic>
</title>
<p>The application of 10% cell-free filtrates of the JB-2 strain was found to significantly affect all plant growth parameters following 45 days of treatment. Specifically, it was found that it had significant effect on the growth of <italic>S</italic>. <italic>lycopersicum</italic> compared to that of the positive control (abamactin and fosthiazate) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>), in which shoot length growth reached 48.5 &#xb1; 1.41&#xa0;cm. Other treatments did not have significant differences (<italic>P</italic> &gt; 0.05), except for the fosthiazate treatment which had a shoot length growth that reached 43.4 &#xb1; 3.1&#xa0;cm. In addition, the fresh weight of the shoots also increased by approximately 2.4-fold and 2.6-fold compared to that of the control and abamectin treatments, respectively. However, no statistical differences were found in the fresh weight of the roots among all the groups tested.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Effects of <italic>Burkholderia</italic> sp. JB-2 cell-free filtrates on the growth of <italic>Solanum lycopersicum</italic> in the pot experiment (<italic>n</italic> = 5). Shoot length of <italic>S. lycopersicum</italic> <bold>(A)</bold> and fresh weight of <italic>S. lycopersicum</italic> roots and shoots <bold>(B)</bold>. The experiment was performed in triplicate under the same conditions. Different letters above the error bars indicate significant differences by Scheff&#xe9;&#x2019;s test (<italic>P</italic> &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g007.tif"/>
</fig>
<p>Based on the analysis of the expression levels of salicylic acid response (<italic>SlPR1</italic> and <italic>SlPR5</italic>), salicylic acid biosynthesis (<italic>SlPAL</italic>) and growth-promoting (<italic>ACO1</italic>, <italic>SlIAA</italic>, and <italic>Exp18</italic>) genes using real-time quantitative PCR (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>), to determine the molecular effect of cell-free filtrates of the JB-2 strain in plants, the expression patterns of defense-related genes (<italic>SlPR1</italic>, <italic>SlPR5</italic>, <italic>and SlPAL</italic>) were significantly upregulated following treatment with 10% JB-2, whereas, no significant differences were found between the control and the positive control treatments (<italic>P</italic> &gt; 0.05) (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8A-C</bold>
</xref>). Compared to the control, it showed more than 3-fold increases of both <italic>SlPR1</italic> and <italic>SlPR5</italic> expression and three plant growth-related genes (<italic>ACO1</italic>, <italic>SlIAA</italic>, and <italic>Exp18</italic>) exhibited enhanced expression levels in 10% of the JB-2 treatments by approximately 11.2-fold, 6.0-fold, and 6.4-fold, respectively (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8D-F</bold>
</xref>). Similarly, treatments with positive controls (abamectin and fosthiazate) were significantly upregulated (<italic>P</italic> &lt; 0.05).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Expression profiles of genes related to defense responses <bold>(A-C)</bold> and plant growth <bold>(D-F)</bold> in tested plant roots (<italic>n</italic> = 5). Relative expression level of <italic>SlPR1</italic> <bold>(A)</bold>, <italic>SlPR5</italic> <bold>(B)</bold>, <italic>SlPAL</italic> <bold>(C)</bold>, <italic>ACO1</italic> <bold>(D)</bold>, <italic>SlIAA</italic> <bold>(E)</bold> and <italic>Exp18</italic> <bold>(F)</bold> in <italic>Solanum lycopersicum</italic> roots. The experiment was performed in triplicate under the same conditions. Different letters above the error bars indicate significant differences by Scheff&#xe9;&#x2019;s test (<italic>P</italic> &lt; 0.05).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1216031-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Considering the undesirable effects of synthetic nematicides to the environment and human health, eco-friendly biological nematicides have been extensively developed over the last several decades in which biological control agents, such as numerous microorganisms, have been identified as effective alternatives that can act as nematicidal and promote plant growth (<xref ref-type="bibr" rid="B48">Siddiqui and Mahmood, 1999</xref>; <xref ref-type="bibr" rid="B18">Forghani and Hajihassani, 2020</xref>). Specifically, rhizospheric bacteria have been considered as promising alternatives, owing to their natural abundance in soils and beneficial effects to the host plant, in which they can stably colonize the rhizosphere, stimulate plant growth and development and offer host plants the essential nutrients through its dynamic interaction with the surrounding soil environment (<xref ref-type="bibr" rid="B21">Gray and Smith, 2005</xref>; <xref ref-type="bibr" rid="B22">Groover et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B26">Khairy et&#xa0;al., 2021</xref>).</p>
<p>Recently, <italic>Burkholderia</italic> species, which are gram-negative proteobacteria, widely distributed in various terrestrial and aquatic environments, have gained increasing attention as one of the most beneficial biological nematicides to control RKN, owing to their bioremediation properties, particularly of xenobiotic compounds and plant growth promotion (<xref ref-type="bibr" rid="B14">Coenye and Vandamme, 2003</xref>; <xref ref-type="bibr" rid="B35">Mahenthiralingam et&#xa0;al., 2005</xref>). In the present study, the 10% cell-free filtrates of <italic>Burkholeria</italic> sp. JB-2 had an 87% mortality rate against J2 of <italic>M. incognita</italic>, which also included a broad nematicidal spectrum. This indicates that the strain may possess nematicidal metabolites secretion properties; therefore, it can be considered as a suitable candidate for biological control of RKN. The results of the present study were consistent with those of previous studies, in which the nematicidal capabilities were also reported based on the effective control of <italic>M</italic>. <italic>incognita</italic> in the culture filtrates of <italic>B</italic>. <italic>arboris</italic> J211 from tobacco rhizosphere soils (<xref ref-type="bibr" rid="B59">Zhang et&#xa0;al., 2022</xref>). Similarly, it was also found that it stimulated plant growth. Meanwhile, the <italic>B</italic>. <italic>vietnamiensis</italic> B418, obtained from the barley soil and belonging to the <italic>B</italic>. <italic>cepacia</italic> complex, also exhibited nematicidal efficacy, with a 71.15% mortality rate against RKN in <italic>Citrullus lanatus</italic> cv. Jingxin (watermelon), in which it was found to simultaneously modulate the rhizosphere microbial community (<xref ref-type="bibr" rid="B32">Liu et&#xa0;al., 2022</xref>); additionally, the <italic>B</italic>. <italic>rinojensis</italic> A396 strain from the soils in Japan had already been commercialized as a broad-spectrum bionematicide by Marrone Bio Innovations and has been registered under the product name Majestene&#xae; (<xref ref-type="bibr" rid="B17">Cordova-Kreylos et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B7">Arthurs and Dara, 2019</xref>).</p>
<p>Understanding the nematicidal mechanism in controlling RKN is crucial, as they are also affected by diverse biotic and abiotic factors, in which these mechanisms largely influence their activity and stability in various environmental conditions. In turn, more effective and long-lasting RKN management can be developed to aid in identifying suitable integrated pest management strategies. However, most <italic>Burkholderia</italic> species have limited nematicidal mechanisms, as they are more generally associated with host defenses such as systemic acquired resistance. Additionally, its other mechanisms are yet to be identified. Macrophage migration inhibitory factor (MIF)-like proteins are multifunctional proteins that mainly regulate innate and adaptive immune responses (<xref ref-type="bibr" rid="B30">Leyton-Jaimes et&#xa0;al., 2018</xref>), for which previous research demonstrated that the MIF-like protein MiMIF-2 protected <italic>M</italic>. <italic>incognita</italic> against oxidative stress by modulating host immunity (<xref ref-type="bibr" rid="B60">Zhao et&#xa0;al., 2020</xref>). Similarly, <italic>MiDaf16-like1</italic> and <italic>MiSkn1-like1</italic> were also found to have modulating effects in response to oxidative stress, thereby activating insulin/insulin-like signaling pathways (<xref ref-type="bibr" rid="B9">Basso et&#xa0;al., 2020</xref>). In the present study, three defense responsive genes (<italic>MiMIF-2</italic>, <italic>MiDaf16-like1</italic>, and <italic>MiSkn1-like1</italic>) from oxidative stress were upregulated upon treatment with cell-free filtrates of JB-2 on <italic>M</italic>. <italic>incognita</italic> J2 for 24&#xa0;h, indicating the activation of the defensive responses to oxidative stress. Here, the oxidative stress caused by the excessive accumulation of ROS is extensively affected by metabolic processes, leading to cell death as damage was induced to cell components (<xref ref-type="bibr" rid="B11">Berlett and Stadtman, 1997</xref>). The significant differences found in the fluorescence intensity and vacuole formation between the control and treatment groups indicate that there was excessive generation of ROS in nematodes, as induced by cell-free filtrates of JB-2. These results suggest that JB-2 has a direct nematicidal mechanism by inducing ROS accumulation and internal damage to <italic>M</italic>. <italic>incognita</italic>. This result was also consistent with those of <xref ref-type="bibr" rid="B19">Gao et&#xa0;al. (2016)</xref>, in which the <italic>Bacillus cereus</italic> strain S2 was found to induce ROS accumulation in the intestinal tract and destroy the genital areas of nematodes by producing sphingosine. Three nematicidal volatiles, including dimethyl disulfide, methyl isovalerate and 2-undevanone from the <italic>B</italic>. <italic>atrophaeus</italic> strain GBSC56, also showed strong nematicidal activity, causing excessive ROS production in <italic>M</italic>. <italic>incognita</italic> (<xref ref-type="bibr" rid="B8">Ayaz et&#xa0;al., 2021</xref>). The present study is the first to demonstrate one of the prospective mechanisms of the direct nematicidal action of <italic>Burkholderia</italic> sp. against <italic>M</italic>. <italic>incognita</italic>. However, the exact nematicidal metabolites produced by the JB-2 strain remain unascertained. Consequently, further studies focusing on the identification of chemical properties, including the characteristics of ROS damages and its mechanisms, are necessary to validate the results. Chorismate mutase, encoded by <italic>Mi</italic>-<italic>cm</italic>-3, is an enzyme that plays an important role in the successful parasitism of <italic>M</italic>. <italic>incognita</italic> in its early parasitic stages by regulating the plant salicylic acid pathway (<xref ref-type="bibr" rid="B55">Wang et&#xa0;al., 2018</xref>). In the present study, <italic>Mi-cm-3</italic> was downregulated upon treatment with cell-free filtrates of JB-2 on <italic>M</italic>. <italic>incognita</italic> J2. However, the expression levels of <italic>Mi</italic>-<italic>Cpl</italic>-<italic>1</italic>, which encodes the cathepsin L-type cysteine protease, and Mi-<italic>SER</italic>-<italic>1</italic>, which encodes the chymotrypsin-like serine protease, did not have significant differences between the control and JB-2 treatment, despite being implicated in nematode parasitism and development (<xref ref-type="bibr" rid="B46">Shindo and Van der Hoorn, 2008</xref>; <xref ref-type="bibr" rid="B5">Antonino de Souza J&#xfa;nior et&#xa0;al., 2013</xref>).</p>
<p>The results of the pot experiment indicated that despite the removal of the cells, the cell-free filtrates of JB-2 can still control <italic>M</italic>. <italic>incognita</italic>, in which plant growth-promoting effects were observed under greenhouse conditions. This also indicates that cells are not required for their activity; instead, it is inferred that secreted metabolites from JB-2 may be responsible for inducing the direct nematicidal effects and changing the soil microbiome. According to <xref ref-type="bibr" rid="B32">Liu et&#xa0;al. (2022)</xref>, <italic>B</italic>. <italic>vietnamiensis</italic> B418 significantly suppresses RKN by modulating the rhizosphere microbial community, based on the changes in the composition of the soil bacterial community. Similarly, previous studies have also indicated that the changes in soil microbial communities are key factors that affect RKN colonization (<xref ref-type="bibr" rid="B12">Cao et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B33">Lu et&#xa0;al., 2023</xref>). It is recommended that the soil microbiome, including its microbial communities, is further studied using metatranscriptomic, metabolomic and proteomic studies to understand and verify the results of the present study.</p>
<p>Meanwhile, the results from the relative transcription-level analysis of the six <italic>S. lycopersicum</italic> genes showed that treatment with JB-2 cell-free filtrates activated the defense mechanisms of the plants. Salicyclic acid (SA) and jasmonic acid are inferred to be the major signaling molecules that regulated plant defense responses (<xref ref-type="bibr" rid="B47">Shoresh et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B13">Chen et&#xa0;al., 2010</xref>), in which these were induced by several endogenous phytohormones, such as SA, <italic>SlPR1</italic>, <italic>SlPR5</italic> and <italic>SlPAL</italic> which served as marker genes in the pathogen resistance (<xref ref-type="bibr" rid="B45">Seo et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B31">Li et&#xa0;al., 2015</xref>). In the present study, the relative expression levels of <italic>SlPR1</italic>, <italic>SlPR5</italic> and <italic>SlPAL</italic> in the <italic>S. lycopersicum</italic> roots had a significant increase when treated with JB-2 cell-free filtrates, consistent with the results of a previous study, which indicated that certain bacteria promoted the expression of these genes (<xref ref-type="bibr" rid="B8">Ayaz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B52">Tian et&#xa0;al., 2022</xref>). <italic>ACO1</italic> was also suggested to be responsible for the final step in the ethylene biosynthesis pathway (<xref ref-type="bibr" rid="B23">Houben and Van de Poel, 2019</xref>), while <italic>Exp18</italic> played a crucial role in the initiation of leaf primordium (<xref ref-type="bibr" rid="B42">Reinhardt et&#xa0;al., 1998</xref>); furthermore, <italic>SllAA</italic>, which is involved in auxin synthesis pathway genes (<xref ref-type="bibr" rid="B40">Nebenf&#xfc;hr et&#xa0;al., 2000</xref>), was upregulated in the 10% JB-2 treatment.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<label>5</label>
<title>Conclusion</title>
<p>The JB-2 strain from the RKN-infested rhizosphere soil in South Korea displayed high levels of nematicidal activity, in which the operational mechanism involved the induction of the accumulation of excessive ROS and internal damage of the J2 of <italic>M</italic>. <italic>incognita</italic>. Under greenhouse conditions, the JB-2 strain also showed suppression of <italic>M</italic>. <italic>incognita</italic> population by reducing the number of egg masses. The strain also effectively promoted the growth of <italic>S. lycopersicum</italic> based on plant height, fresh weight of root and shoot, in addition to upregulating the gene expression related to plant defense and growth. However, further studies are required to determine the major factors that affect nematicidal activities, host plant and soil microbiome interactions to aid in the identification of sustainable management of RKN (<italic>e</italic>.<italic>g</italic>. host plant and nematode species, verification of mechanisms at the molecular level, related hormone and metabolites, field conditions and soil microbial communities). The findings of the present study suggest that the JB-2 strain can be considered a potential alternative to nematicides with multi-functional benefits. Therefore, these findings provide further understanding of the multiple interactions that occur among rhizospheric bacteria, RKN and plants.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="s11">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>J-HK, C-HL and K-HS participated in acquiring the data, the study design, drafted the manuscript, and revised the final manuscript. B-ML carried out the all of the laboratory experiments. M-KK participated in the data analyses. D-JP and H-YP participated in the protocol design and the statistical analyses. I-SC supplied the nematodes and conducted the pot trial. All the authors read and approved the manuscript.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by Korea Institute of Planning and Evaluation for Technology in Food, Agriculture and Forestry (IPET) through &#x201c;Crop Viruses and Pests Response Industry Technology Development&#x201d; Program (No. 321110&#x2013;4) funded by Ministry of Agriculture, Food and Rural Affairs (MAFRA).</p>
</sec>
<sec id="s9" 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="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.2023.1216031/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1216031/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_2.docx" id="ST2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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