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<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2025.1601945</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Identification of antagonistic activity against <italic>Fusarium</italic>, and liquid fermentation of biocontrol <italic>Bacillus</italic> isolated from wolfberry (<italic>Lycium barbarum</italic>) rhizosphere soil</article-title>
</title-group>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Xi</surname> <given-names>Na</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="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Liu</surname> <given-names>Teng-Da</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Zhang</surname> <given-names>Yu-Zhou</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<name><surname>Liu</surname> <given-names>Kuo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Du</surname> <given-names>Hua-Ying</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Gu</surname> <given-names>Pei-Wen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Yu</surname> <given-names>Ze-Yang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn0002"><sup>&#x2021;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Song</surname> <given-names>Yu-Yang</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn0002"><sup>&#x2021;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>School of Agriculture, Ningxia University</institution>, <addr-line>Yinchuan, Ningxia</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Ningxia Rural Science and Technology Development Center</institution>, <addr-line>Yinchuan, Ningxia</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Enology, Northwest Agriculture and Forestry University</institution>, <addr-line>Yangling, Shanxi</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Ningxia Forest Pest Control and Quarantine Station</institution>, <addr-line>Yinchuan, Ningxia</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0003">
<p>Edited by: Tatjana Cosic, University of Belgrade, Serbia</p>
</fn>
<fn fn-type="edited-by" id="fn0004">
<p>Reviewed by: Yuridia Mercado-Flores, Universidad Polit&#x00E9;cnica de Pachuca, Mexico</p>
<p>Ugur Azizoglu, Kayseri University, T&#x00FC;rkiye</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Ze-Yang Yu, <email>yzynxu@126.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="equal" id="fn0002"><p><sup>&#x2021;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1601945</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>16</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Xi, Liu, Zhang, Liu, Du, Gu, Yu and Song.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Xi, Liu, Zhang, Liu, Du, Gu, Yu and Song</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>
<sec>
<title>Introduction</title>
<p><italic>Fusarium</italic> is a kind of plant pathogenic fungus that is widely present in the soil. It can trigger a variety of plant diseases, such as wilt and root rot, which pose a serious threat to agricultural production.</p>
</sec>
<sec>
<title>Methods</title>
<p>In this study, a strain of <italic>Bacillus subtilis</italic> was identified by morphology, physiology, biochemistry, and molecular biology and was named LK&#x2212;1.</p>
</sec>
<sec>
<title>Results</title>
<p>The antagonistic curve showed that the best antagonistic fermentation time was 48 h. The fermentation broth and bacterial suspension of LK&#x2212;1 had sound antagonistic effects on the mycelium or spores of <italic>F. oxysporum</italic>; when the mycelium or spores of <italic>F. oxysporum</italic> were treated with LK&#x2212;1, they grew abnormally. Compared to fermentation broth, the antagonistic effect of sterile filtrate was lower. In addition, compared to the <italic>Lycium barbarum</italic> seedlings in the control group, the plant height, root length, aboveground fresh weight, underground fresh weight, aboveground dry weight, underground dry weight, and leaf area indexes of <italic>L. barbarum</italic> seedlings treated with LK&#x2212;1 fermentation broth (1 &#x00D7; 10<sup>8</sup> cfu/mL) were all significantly higher. Using the one-way test, Plackett&#x2013;Burman test, and Box&#x2013;Behnken test, the fermentation medium and conditions for strain LK&#x2212;1 were ultimately determined to be 0.5% glucose, 2% beef extract, 2% NaCl, and 0.5% yeast powder, with a fermentation time of 46 h, an inoculum size of 1%, a pH of 6.6, and a rotational speed of 170 rpm. Validation experiments showed that the bacterial inhibition rate under these conditions reached 62.5%, which was 1.43% higher than the theoretical value and 8.06% higher than the unoptimized value (54.44%).</p>
</sec>
<sec>
<title>Discussion</title>
<p>LK-1 had sound preventive and control effects against many kinds of <italic>Fusarium</italic>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>
<italic>Bacillus</italic>
</kwd>
<kwd>isolation</kwd>
<kwd>wolfberry root rot</kwd>
<kwd>antagonistic effects</kwd>
<kwd>fermentation optimization</kwd>
</kwd-group>
<contract-sponsor id="cn1">Research and Development<named-content content-type="fundref-id">10.13039/100006190</named-content></contract-sponsor>
<contract-sponsor id="cn2">Natural Science Foundation of Ningxia<named-content content-type="fundref-id">10.13039/501100004772</named-content></contract-sponsor>
<contract-sponsor id="cn3">Ningxia University<named-content content-type="fundref-id">10.13039/100009084</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="10"/>
<equation-count count="1"/>
<ref-count count="66"/>
<page-count count="13"/>
<word-count count="9705"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbe and Virus Interactions with Plants</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p><italic>Lycium barbarum</italic>, a deciduous shrub belonging to the <italic>Solanaceae</italic> family, is a traditional Chinese medicine with a long history. It is renowned worldwide for its outstanding nutritional and medicinal values (<xref ref-type="bibr" rid="ref56">Xie et al., 2023</xref>). The nutritional profile of the <italic>L. barbarum</italic> berry includes polysaccharides (<xref ref-type="bibr" rid="ref63">Zhou et al., 2018</xref>; <xref ref-type="bibr" rid="ref48">Tian et al., 2019</xref>), minerals (<xref ref-type="bibr" rid="ref31">Kulaitien&#x0117; et al., 2020</xref>), vitamins (<xref ref-type="bibr" rid="ref18">Donno et al., 2015</xref>), carotenoids (<xref ref-type="bibr" rid="ref26">Inbaraj et al., 2008</xref>), flavonoids (<xref ref-type="bibr" rid="ref64">Zhou et al., 2017</xref>), a substantial number of free amino acids (<xref ref-type="bibr" rid="ref14">Dandan et al., 2020</xref>), and other metabolites. Much medical research has demonstrated that <italic>L. barbarum</italic> berries possess a multitude of beneficial properties, including anti-aging properties (<xref ref-type="bibr" rid="ref65">Zhu et al., 2022</xref>), antioxidant properties (<xref ref-type="bibr" rid="ref60">Yang et al., 2022</xref>), antitumor properties (<xref ref-type="bibr" rid="ref38">Qin et al., 2022</xref>), immunomodulatory properties (<xref ref-type="bibr" rid="ref66">Zhu et al., 2020</xref>), neuroprotective properties (<xref ref-type="bibr" rid="ref24">Hu et al., 2018</xref>), and being good for the reproductive system (<xref ref-type="bibr" rid="ref47">Tang et al., 2017</xref>), which makes wolfberry a well-selling product.</p>
<p>Due to its high economic value, salinity tolerance, and drought tolerance (<xref ref-type="bibr" rid="ref55">Wei et al., 2006</xref>), <italic>L. barbarum</italic> cultivation in the dry areas of northwest China has increased dramatically, improving local economic returns. However, root rot disease seriously affects the yield and quality of <italic>L. barbarum</italic> and severely restricts local economic development.</p>
<p><italic>Fusarium</italic> has been identified as the major cause of root rot, and its host range is extensive, which makes it one of the most problematic plant pathogens worldwide (<xref ref-type="bibr" rid="ref19">Estrada Jr et al., 2010</xref>; <xref ref-type="bibr" rid="ref34">Maryani et al., 2019</xref>). Root rot in <italic>L. barbarum</italic> caused by <italic>Fusarium culmorum</italic> and <italic>Fusarium. equiseti</italic> was first reported in Qinghai, China (<xref ref-type="bibr" rid="ref5">Bai et al., 2020</xref>). The presence of <italic>Fusarium</italic> spp., including <italic>F. oxysporum</italic>, <italic>F. solani</italic>, <italic>F. tricinctum</italic>, <italic>F. chlamydosporum,</italic> and <italic>Alternaria alternata</italic>, which are responsible for root rot disease in wolfberry plants in China, was confirmed (<xref ref-type="bibr" rid="ref49">Uwaremwe et al., 2021</xref>). <italic>Fusarium oxysporum</italic> was the dominant species of wolfberry root rot in Ningxia. With the increasing emphasis on food safety and the need for sustainable control of plant disease, governments and plant protection experts have emphasized biological control. <italic>Bacillus</italic> is a beneficial plant growth-promoting bacterium with the advantages of being environmentally friendly, protecting plants from disease-causing organisms, and not generating pesticide resistance (<xref ref-type="bibr" rid="ref2">Allard-Massicotte et al., 2016</xref>; <xref ref-type="bibr" rid="ref16">Donato et al., 2017</xref>), and is one of the most optimal potential strategies for controlling soil-borne diseases (<xref ref-type="bibr" rid="ref28">Jiang et al., 2015</xref>). It has been reported that a variety of <italic>Bacillus</italic> species, such as <italic>B. subtilis</italic> (<xref ref-type="bibr" rid="ref27">Jan et al., 2023</xref>), <italic>B. cereus</italic> (<xref ref-type="bibr" rid="ref4">Aydi Ben Abdallah et al., 2016</xref>), <italic>B. amyloliquefaciens</italic> (<xref ref-type="bibr" rid="ref51">Wan et al., 2018</xref>), and <italic>B. velezensis</italic> (<xref ref-type="bibr" rid="ref29">Jiang et al., 2019</xref>), can protect against the disease by mechanisms such as competitive action (<xref ref-type="bibr" rid="ref6">Beauregard et al., 2013</xref>; <xref ref-type="bibr" rid="ref45">Tan et al., 2016</xref>), antagonism (<xref ref-type="bibr" rid="ref11">Caulier et al., 2019</xref>), induced systemic resistance (<xref ref-type="bibr" rid="ref59">Yan et al., 2002</xref>; <xref ref-type="bibr" rid="ref37">Pieterse et al., 2014</xref>), and the promotion of plant growth (<xref ref-type="bibr" rid="ref36">Patel et al., 2023</xref>).</p>
<p>Plant growth promotion and resistance induction are two significant factors determining <italic>Bacillus</italic>&#x2019;s value in agricultural applications (<xref ref-type="bibr" rid="ref30">Kamil et al., 2018</xref>; <xref ref-type="bibr" rid="ref61">Zalila-Kolsi et al., 2022</xref>). Recently, the production of <italic>Bacillus</italic> metabolites has been enhanced through fermentation engineering, thereby increasing crop yield and preventing disease. Many factors affect the microbial fermentation process (<xref ref-type="bibr" rid="ref46">Tang et al., 2004</xref>; <xref ref-type="bibr" rid="ref32">Liu et al., 2007</xref>; <xref ref-type="bibr" rid="ref15">Dhandhukia and Thakkar, 2008</xref>), which include two main aspects as follows: first, the optimization of medium composition; second, the optimization of fermentation conditions. Statistical methods using screening and response surface methodology or artificial neural networks offer several advantages over conventional methods in optimizing numerous multi-factorial processes or formulations (<xref ref-type="bibr" rid="ref1">Aguirre and Bassi, 2013</xref>; <xref ref-type="bibr" rid="ref41">Samavati, 2013</xref>; <xref ref-type="bibr" rid="ref7">Bhatia et al., 2014</xref>; <xref ref-type="bibr" rid="ref40">Samaram et al., 2015</xref>; <xref ref-type="bibr" rid="ref23">Hsieh et al., 2016</xref>). The main advantage of response surface methodology is that it reduces the number of trials needed to evaluate multiple variables and their interactions (<xref ref-type="bibr" rid="ref62">Zhong et al., 2012</xref>). In this study, <italic>Bacillus</italic> was isolated and characterized in the Ningxia region, and its biocontrol effect on root rot of <italic>L. barbarum</italic> was determined. Its biocontrol ability against the root rot of <italic>L. barbarum</italic> was improved by response surface methodology.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Materials</title>
<p>Soil samples were collected from Ningxia Nanliang No. 2 Farm (30 copies), the Chinese wolfberry nursery of the Academy of Agricultural Sciences (20 copies), and the Saishangjiangnan Farm in Ningxia (25 copies). Surface soil was removed, and soil samples were randomly taken from a depth of 5&#x2013;&#x2013;15&#x202F;cm around the root system of <italic>L. barbarum</italic>.</p>
<p>Pathogens, namely, <italic>F. oxysporum, F. equiseti, F. acuminatum, F. avenaceum, F. solani, F. tricinctum,</italic> and <italic>F. chlamydosporum</italic> were preserved in the Department of Plant Protection laboratory, Faculty of Agriculture, Ningxia University, China.</p>
<p>Test materials include Luria&#x2013;Bertani medium (LB medium), Potato Dextrose Agar medium (PDA medium), Congo red, methyl red, Voges&#x2013;Proskauer medium, indole medium, starch hydrolysis medium, sugar fermentation, and gelatin liquefaction medium specified in &#x201C;Bergey&#x2019;s Manual of Systematic Bacteriology&#x201D; (<xref ref-type="bibr" rid="ref42">Senesi et al., 2001</xref>).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Isolation and identification of antagonistic bacteria</title>
<sec id="sec5">
<label>2.2.1</label>
<title>Isolation and screening of antagonistic bacteria</title>
<p>Soil samples were diluted to three concentrations (10<sup>&#x2212;3</sup>, 10<sup>&#x2212;4</sup>, and 10<sup>&#x2212;5</sup>, w/v) with sterile water. A volume of 20 microliters of soil suspension was inoculated onto a Luria&#x2013;Bertani agar medium (LB medium) and incubated for 24&#x202F;h at a temperature of 27&#x00B0;C. Individual colonies with different morphological characteristics were picked and inoculated on LB medium; subsequently, the sample was isolated and purified through growth at 28&#x00B0;C for 24&#x202F;h (<xref ref-type="bibr" rid="ref52">Wang et al., 2020</xref>). Purified strains were stored at 4&#x00B0;C for backup. The plate standoff method (<xref ref-type="bibr" rid="ref35">Naveed et al., 2022</xref>) was then performed, and <italic>F. oxysporum</italic> was used as an indicator. <italic>Fusarium oxysporum</italic> was inoculated in the center of the PDA medium, and <italic>Bacillus</italic> was inoculated equidistant around <italic>F. oxysporum</italic>, while only <italic>F. oxysporum</italic> was inoculated in the control group and cultured at 27&#x00B0;C for 5&#x202F;days. The diameter of pathogen colonies was measured using the crossover method to screen for strains with biocontrol effects against <italic>F. oxysporum</italic>.</p>
<disp-formula id="E1">
<mml:math id="M1">
<mml:mtext>Inhibition Rate</mml:mtext>
<mml:mspace width="0.25em"/>
<mml:mo stretchy="true">(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo stretchy="true">)</mml:mo>
<mml:mo>=</mml:mo>
<mml:mo stretchy="true">(</mml:mo>
<mml:mtext>diameter</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mtext>diameter</mml:mtext>
<mml:mtext>treatment</mml:mtext>
</mml:msub>
<mml:mo stretchy="true">)</mml:mo>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi>CK</mml:mi>
</mml:msub>
<mml:mo>&#x00D7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
<mml:mo>.</mml:mo>
</mml:math>
</disp-formula>
<p>Where &#x201C;d&#x201D; represents the diameter of the colony, and the subscript &#x201C;CK&#x201D; indicates the control fungus (<italic>F. oxysporum</italic>).</p>
</sec>
<sec id="sec6">
<label>2.2.2</label>
<title>Morphological, physiological, and biochemical characterization</title>
<p>The morphological, physiological, and biochemical characteristics of the isolated and purified strains were identified using sugar fermentation experiments, indole experiments, Voges&#x2013;Proskauer experiments, methyl red experiments, Congo red experiments, starch hydrolysis experiments, and contact enzyme activity tests specified in the Manual of Systematic Identification of Common Bacteria (<xref ref-type="bibr" rid="ref17">Dong and Cai, 2001</xref>).</p>
</sec>
<sec id="sec7">
<label>2.2.3</label>
<title>Molecular identification</title>
<p>The total DNA of the purified strain was extracted and purified using a bacterial DNA kit (Tian Gen., Beijing, China). The primers used were 16S (27F: AGAGTTTGATCMTGGCTCAG, 1492R: GGCTACCTTGTTACGACTT), <italic>gyrB</italic> (F: AACGATTTTGCGGGCTGAG, R: GCGTAAACATCACGATTGAAGAC), <italic>rpoB</italic> (F: AGCCGTTATTTGTAAACACCCTG, R: CGTCGTTGACTTCCGCAC), and <italic>recA:</italic> (F: TCACGCAATCGCTGAGGTT, R: CAAGACGCACGGAAGAATAGAAT). The PCR system consisted of 12.5&#x202F;&#x03BC;L of the 2&#x202F;&#x00D7;&#x202F;San Taq PCR Mix, 1&#x202F;&#x03BC;L of the DNA template, 1&#x202F;&#x03BC;L of each primer, and 9.5&#x202F;&#x03BC;L of ddH<sub>2</sub>O. The PCR conditions were pre-denaturation at 94&#x00B0;C for 2&#x202F;min, denaturation at 94&#x00B0;C for 30&#x202F;s, annealing at 56&#x00B0;C for 1&#x202F;min, and extension at 72&#x00B0;C for 1&#x202F;min, and the total PCR system included 35&#x202F;cycles and finally extension at 72&#x00B0;C for 10&#x202F;min. Next, 1% agarose gel electrophoresis was performed, and gel images were obtained using a gel imaging system. The amplified 16S rRNA PCR products were sequenced (all purchased from Shanghai Sangon Biotech, Shanghai, China). After obtaining the sequences, the NCBI BLAST program was used to compare the 16S rRNA sequences with those in the database, and a phylogenetic tree was constructed using the maximum likelihood (ML) method with 1,000 bootstrap replications in MEGA 7.0 software (<xref ref-type="bibr" rid="ref44">Sharma and Kumar, 2024</xref>).</p>
</sec>
</sec>
<sec id="sec8">
<label>2.3</label>
<title>Defensive role</title>
<sec id="sec9">
<label>2.3.1</label>
<title>Antagonistic ability evaluation of five <italic>Bacillus</italic> strains</title>
<p>Employing the plate confrontation method, filter paper disks infused with <italic>Bacillus</italic> fermentation liquid and each of 11 pathogenic fungi were inoculated onto PDA medium at a temperature of 27&#x00B0;C for a duration of 5&#x202F;days; the control group was solely inoculated with the pathogenic fungus. The experiment was conducted with three independent replicates. The diameters of the colonies were measured using the criss-cross method, and the inhibition rates were calculated to identify the optimal antagonistic bacteria.</p>
</sec>
<sec id="sec10">
<label>2.3.2</label>
<title>Different fermentation time evaluation of <italic>Bacillus subtilis</italic> LK&#x2212;1</title>
<p>The activated <italic>B. subtilis</italic> LK&#x2212;1 was inoculated into 50&#x202F;mL triangular flasks containing 20&#x202F;mL of LB medium and incubated at 37&#x00B0;C with a shaking speed of 180&#x202F;rpm. The bacterial inhibition rate of the culture medium was assessed at various time intervals.</p>
</sec>
<sec id="sec11">
<label>2.3.3</label>
<title>Influence of <italic>Bacillus subtilis</italic> LK&#x2212;1 on the mycelium and spores of <italic>Fusarium oxysporum</italic></title>
<p>Employing the flat plate confrontation method, the <italic>F. oxysporum</italic> was inoculated in the central region of a PDA culture medium on a flat plate. Three inoculants (fermentation solution, sterile filtrate, and bacterial suspension) were inoculated equidistantly around <italic>F. oxysporum</italic>. Each treatment was conducted in triplicate. Following a 5-day incubation period at 27&#x00B0;C, the colony diameter was measured, and the morphological alterations of the hyphae at the interface between diseased and healthy tissues were examined.</p>
</sec>
<sec id="sec12">
<label>2.3.4</label>
<title>Effect of <italic>Bacillus subtilis</italic> LK&#x2212;1 on the spores of <italic>Fusarium oxysporum</italic></title>
<p>An equal volume of <italic>F. oxysporum</italic> (spore suspension) and <italic>B. subtilis</italic> LK&#x2212;1 (fermentation liquid) were combined. The spore germination rate, the inhibition rate of spore germination, and the morphological changes in spores were assessed at 2, 4, 6, 8, 10, and 12&#x202F;h after combining. In the control, the spore suspension of <italic>F. oxysporum</italic> was replaced with sterile water.</p>
</sec>
<sec id="sec13">
<label>2.3.5</label>
<title>The growth-promoting effect of <italic>Bacillus subtilis</italic> LK&#x2212;1 on <italic>Lycium barbarum</italic></title>
<p>Once the <italic>L. barbarum</italic> seedlings developed two true leaves, the fermentation liquid of the biocontrol bacteria and the spore suspension of <italic>F. oxysporum</italic> were irrigated to the root zone as follows: (1) inoculation with 40&#x202F;mL of water, set as the control group (CK); (2) inoculation with 20&#x202F;mL of LK&#x2212;1 and 20&#x202F;mL of water (E); (3) inoculation with 20&#x202F;mL of LK&#x2212;1 and 20&#x202F;mL of <italic>F. oxysporum</italic> (E&#x202F;+&#x202F;P); and (4) inoculation with 20&#x202F;mL of water and 20&#x202F;mL of <italic>F. oxysporum</italic> (P). After 30&#x202F;days, various physical indexes of <italic>Lycium</italic> plants were measured, including plant height, root length, leaf number, leaf length, leaf width, and leaf area, as well as fresh and dry weights of both the aboveground and belowground parts.</p>
</sec>
</sec>
<sec id="sec14">
<label>2.4</label>
<title>Growth curves</title>
<p>The activated strain LK&#x2212;1 was inoculated into LB medium and incubated at 37&#x00B0;C with a shaking speed of 180&#x202F;rpm, while OD<sub>600</sub> values were measured at various time intervals.</p>
<p>The growth curve was plotted with time as the horizontal coordinate and OD<sub>600</sub> as the vertical coordinate. The cultured solution where LK&#x2212;1 grows quickly and at the log phase in the growth curve will be chosen as the seed solution.</p>
</sec>
<sec id="sec15">
<label>2.5</label>
<title>Single-factor test</title>
<p>In the basal fermentation medium with an initial pH of 7, different inorganic salts were considered in KCl&#x2082;, MgSO&#x2084;, ZnSO&#x2084;, Ca&#x2083;(PO&#x2084;)&#x2082;, and NaCl, and different concentrations of inorganic salts were considered in 0.5, 1.0, 1.5, 2.0, and 2.5% (m/v, g/mL). A 2% seed solution was inoculated and cultured at 37&#x00B0;C and 180&#x202F;rpm for 48&#x202F;h, and the effect of the cultured solution on antagonism was determined using the plate confrontation method with three replicates.</p>
<p>The optimal fermentation conditions identified previously served as a baseline, with the carbon source concentration maintained as specified. In the basal medium with an initial pH of 7, the carbon sources were substituted with corn flour, soluble starch, maltose, fructose, and glucose. The effect of the cultured solution on antagonism was evaluated in the same way as mentioned above.</p>
<p>The optimal fermentation conditions identified previously served as a baseline with an initial pH of 7 and carbon source concentrations maintained as specified. The two nitrogen sources in the basal medium were, respectively, substituted with beef extract, NaNO<sub>3</sub>, KNO<sub>3</sub>, (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>, and peptone/yeast powder. The effect of the cultured solution on antagonism was evaluated in the same way as mentioned above.</p>
<p>Based on the optimal fermentation conditions screened earlier with an initial pH of 7, the fermentation times were set as 12&#x202F;h, 24&#x202F;h, 36&#x202F;h, 48&#x202F;h, 60&#x202F;h, and 72&#x202F;h. A 2% seed solution was inoculated and cultured at 37&#x00B0;C and 180&#x202F;rpm, and the effect on antagonism was determined using the plate confrontation method with three replicates.</p>
<p>Based on the optimal fermentation conditions screened earlier with an initial pH of 7, the initial inoculum was set as 1.0, 2.0, 3.0, 4.0, 5.0, and 6.0%. The inoculated medium was cultured at 37&#x00B0;C and 180&#x202F;rpm for 36&#x202F;h (evaluated earlier), and the effect on antagonism was determined using the plate confrontation method with three replicates.</p>
<p>Based on the optimal fermentation conditions screened earlier, the initial pH was set as 3, 5, 7, 9, 11, and 13. A 1% seed solution was inoculated and cultured at 37&#x00B0;C and 180&#x202F;rpm for 36&#x202F;h, and the effect of the cultured solution on antagonism was determined using the plate confrontation method with three replicates.</p>
<p>Based on the optimal fermentation conditions investigated earlier, the rotational speeds were set at 100&#x202F;rpm, 120&#x202F;rpm, 140&#x202F;rpm, 160&#x202F;rpm, 180&#x202F;rpm, and 200&#x202F;rpm, a 1% seed solution was inoculated and cultured at 37&#x00B0;C for 36&#x202F;h, and the effect of the cultured solution on antagonism was determined using the plate confrontation method with three replicates.</p>
</sec>
<sec id="sec16">
<label>2.6</label>
<title>Response surface optimization</title>
<sec id="sec17">
<label>2.6.1</label>
<title>Plackett&#x2013;Burman experiment</title>
<p>Based on the one-way test, Design-Expert 12 software was used to design the PB test protocol to screen the main influencing factors from seven influencing factors using the inhibition rate (Y) as the response value (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Factors and levels of Plackett&#x2013;Burman experiments.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">PB experimental factors</th>
<th align="center" valign="top">&#x2212;1</th>
<th align="center" valign="top">1</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="bottom">X1 Glucose (%)</td>
<td align="center" valign="bottom">0.5</td>
<td align="center" valign="bottom">2.5</td>
</tr>
<tr>
<td align="left" valign="bottom">X2 NaCl (%)</td>
<td align="center" valign="bottom">1</td>
<td align="center" valign="bottom">2</td>
</tr>
<tr>
<td align="left" valign="bottom">X3 Beef Paste (%)</td>
<td align="center" valign="bottom">1</td>
<td align="center" valign="bottom">2</td>
</tr>
<tr>
<td align="left" valign="bottom">X4 Time (h)</td>
<td align="center" valign="bottom">12</td>
<td align="center" valign="bottom">36</td>
</tr>
<tr>
<td align="left" valign="bottom">X5 Inoculum (%)</td>
<td align="center" valign="bottom">1</td>
<td align="center" valign="bottom">3</td>
</tr>
<tr>
<td align="left" valign="bottom">X6 pH</td>
<td align="center" valign="bottom">3</td>
<td align="center" valign="bottom">7</td>
</tr>
<tr>
<td align="left" valign="bottom">X7 Rpm</td>
<td align="center" valign="bottom">100</td>
<td align="center" valign="bottom">180</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec18">
<label>2.6.2</label>
<title>Steepest climb test</title>
<p>The steepest climb test was performed based on the analysis of the PB test results to determine the center of the response surface optimization.</p>
</sec>
<sec id="sec19">
<label>2.6.3</label>
<title>Box&#x2013;Behnken tests</title>
<p>Based on the variables screened in the PB test and the steepest climb test, the response values were analyzed using regression equations, with the inhibition rate (Y) designated as the response variable. This analysis was conducted using Design-Expert 12 software to design a three-factor, three-level experiment aimed at determining the optimal fermentation conditions for strain LK&#x2212;1.</p>
</sec>
</sec>
</sec>
<sec sec-type="results" id="sec20">
<label>3</label>
<title>Results</title>
<sec id="sec21">
<label>3.1</label>
<title>Isolation and screening of antagonistic bacteria</title>
<sec id="sec22">
<label>3.1.1</label>
<title>Isolation of antagonistic bacteria and determination of inhibition rate</title>
<p>Seventy-five soil samples were collected from various regions in Ningxia, from which 136 bacterial strains exhibiting diverse morphologies were isolated. The <italic>F. oxysporum</italic> was set as the indicator organism for the chosen antagonistic bacteria, and five strains that demonstrated antagonistic activity against <italic>F. oxysporum</italic> were identified. The inhibition rate of strain LK&#x2212;1 reached 58.48%, the inhibition rate of strain LK-2 was 53.91%, that of LK-3 was 56.52%, that of LK-4 was 57.39%, while that of LK-5 was the lowest, at 44.13%. Among these, LK&#x2212;1 showed the best pathogen control ability with a pathogen inhibition rate of 58.48% and has been preserved for further study (<xref ref-type="fig" rid="fig1">Figures 1A</xref>,<xref ref-type="fig" rid="fig1">B</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Biocontrol effect, morphological characteristics, and molecular biology identification of <italic>Bacillus.</italic> <bold>(A)</bold> <italic>Fusarium oxysporum.</italic> <bold>(B)</bold> Confrontation assay between <italic>F. oxysporum</italic> and <italic>Bacillus.</italic> <bold>(C)</bold> Macroscopic morphology. <bold>(D)</bold> Microscopic morphology. Electrophoresis <bold>(E)</bold> and phylogenetic tree <bold>(F)</bold> of strain LK-1.</p>
</caption>
<graphic xlink:href="fmicb-16-1601945-g001.tif">
<alt-text content-type="machine-generated">images depicts various stages and analyses of bacterial growth and identification. Image A depicts the growth state of Fusarium oxysporum on an agar plate, while Image B shows the antagonistic effect of LK-1 against F. oxysporum, indicating that LK-1 has a significant inhibitory effect on F. oxysporum. Image C illustrates bacterial streak growth in a petri dish. Image D is a microscopic view of purple-stained rod-shaped bacteria. Image E shows a DNA gel electrophoresis result with labeled bands indicating fragment sizes. Image F presents a phylogenetic tree indicating the relationships and strains of Bacillus species.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec23">
<label>3.1.2</label>
<title>Morphological, physiological, and biochemical characterization and molecular biology identification</title>
<p>LK&#x2212;1 exhibited a positive Gram stain reaction and displayed a rod-shaped morphology. The individual colonies cultured on LB medium were characterized by their white coloration and wrinkled margins (<xref ref-type="fig" rid="fig1">Figures 1C</xref>,<xref ref-type="fig" rid="fig1">D</xref>).</p>
<p>The physiological and biochemical results were referred to &#x201C;Bergey&#x2019;s Manual of Systematic Bacteriology&#x201D; and &#x201C;Manual of Systematic Identification of Common Bacteria,&#x201D; and combined with the morphological characteristics, the five strains were initially identified as <italic>Bacillus</italic> spp. (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Identification of physiological and biochemical characteristics of biocontrol strain LK-1.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Physiological and biochemical indicators/strains</th>
<th align="center" valign="top">LK-1</th>
<th align="center" valign="top">LK-2</th>
<th align="center" valign="top">LK-3</th>
<th align="center" valign="top">LK-4</th>
<th align="center" valign="top">LK-5</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Glucose fermentation</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">Sugar fermentation</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">Fructose fermentation</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">Xylose fermentation</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Congo red assay</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Methyl red test</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">Voges&#x2013;Proskauer experiments</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">Indole experiment</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
</tr>
<tr>
<td align="left" valign="middle">Starch hydrolysis experiment</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">&#x2212;</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">Exposure enzyme assay</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
<tr>
<td align="left" valign="middle">Gelatin liquefaction experiment</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
<td align="center" valign="middle">+</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x201C;+&#x201D; denotes positive; &#x201C;&#x2212;&#x201D; denotes negative.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec24">
<label>3.1.3</label>
<title>Molecular biology identification</title>
<p>The sequence of strain LK&#x2212;1 was amplified by PCR using the bacterial universal primer 16S rRNA, specific primers <italic>gyrB</italic>, <italic>rpoB</italic>, and <italic>recA</italic>, and strain LK&#x2212;1 DNA as a template. The fragments amplified from strain LK&#x2212;1 were all around the expected amplified bands (<xref ref-type="fig" rid="fig1">Figure 1E</xref>).</p>
<p>The 16S PCR product was sent to Shanghai Sangon Biologic Engineering Co., Ltd. for sequencing, and a sequence of 1,253&#x202F;bp was obtained and uploaded to NCBI under accession number PP582380.</p>
<p>The sequences obtained from sequencing were subjected to BLAST homologous sequence comparison in NCBI. In total, 10 strains with high homology to the target sequences were selected, and a phylogenetic tree was constructed using MEGA 7.0 software (<xref ref-type="fig" rid="fig1">Figure 1F</xref>). Combined with morphological, physiological, and biochemical characteristics, strain LK&#x2212;1 was identified as <italic>B. subtilis</italic>.</p>
</sec>
</sec>
<sec id="sec25">
<label>3.2</label>
<title>Defensive role</title>
<sec id="sec26">
<label>3.2.1</label>
<title>Screening for quality antagonistic bacteria</title>
<p>Co-infection with various <italic>Fusarium</italic> species often exacerbates the root rot disease affecting <italic>L. barbarum</italic>. Therefore, selecting a strain of antagonistic bacteria that exhibits solid inhibitory effects against multiple <italic>Fusarium</italic> strains is essential. The biocontrol effect of strain LK&#x2212;1 was significantly higher than that of the other four strains, especially against the <italic>F. oxysporum</italic> and <italic>F. chlamydosporum</italic> of Ningxia. Consequently, the selection of the antagonist bacterium LK&#x2212;1 for future experiments is warranted (<xref ref-type="table" rid="tab3">Table 3</xref>; <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Screening of high-quality antagonistic bacteria.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Pathogenic fungi/antagonistic bacteria (%)</th>
<th align="center" valign="top">LK-1</th>
<th align="center" valign="top">LK-2</th>
<th align="center" valign="top">LK-3</th>
<th align="center" valign="top">LK-4</th>
<th align="center" valign="top">LK-5</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">A. <italic>F. equiseti</italic></td>
<td align="center" valign="middle">45.64&#x202F;&#x00B1;&#x202F;1.74a</td>
<td align="center" valign="middle">44.97&#x202F;&#x00B1;&#x202F;0.58a</td>
<td align="center" valign="middle">43.29&#x202F;&#x00B1;&#x202F;2.32ab</td>
<td align="center" valign="middle">38.59&#x202F;&#x00B1;&#x202F;3.63b</td>
<td align="center" valign="middle">31.21&#x202F;&#x00B1;&#x202F;3.81c</td>
</tr>
<tr>
<td align="left" valign="middle">B. <italic>F. oxysporum</italic></td>
<td align="center" valign="middle">57.07&#x202F;&#x00B1;&#x202F;1.20a</td>
<td align="center" valign="middle">49.74&#x202F;&#x00B1;&#x202F;0.79b</td>
<td align="center" valign="middle">49.74&#x202F;&#x00B1;&#x202F;0.79b</td>
<td align="center" valign="middle">35.34&#x202F;&#x00B1;&#x202F;2.52c</td>
<td align="center" valign="middle">37.7&#x202F;&#x00B1;&#x202F;0.91c</td>
</tr>
<tr>
<td align="left" valign="middle">C. <italic>F. oxysporum</italic></td>
<td align="center" valign="middle">36.61&#x202F;&#x00B1;&#x202F;1.55a</td>
<td align="center" valign="middle">40.34&#x202F;&#x00B1;&#x202F;1.55a</td>
<td align="center" valign="middle">37.29&#x202F;&#x00B1;&#x202F;1.55a</td>
<td align="center" valign="middle">28.47&#x202F;&#x00B1;&#x202F;1.55b</td>
<td align="center" valign="middle">15.59&#x202F;&#x00B1;&#x202F;4.66c</td>
</tr>
<tr>
<td align="left" valign="middle">D. <italic>F. acuminatum</italic></td>
<td align="center" valign="middle">42.71&#x202F;&#x00B1;&#x202F;1.17a</td>
<td align="center" valign="middle">41.69&#x202F;&#x00B1;&#x202F;0.59a</td>
<td align="center" valign="middle">41.02&#x202F;&#x00B1;&#x202F;1.02a</td>
<td align="center" valign="middle">24.07&#x202F;&#x00B1;&#x202F;3.11b</td>
<td align="center" valign="middle">16.95&#x202F;&#x00B1;&#x202F;1.55c</td>
</tr>
<tr>
<td align="left" valign="middle">E. <italic>F. oxysporum</italic></td>
<td align="center" valign="middle">50&#x202F;&#x00B1;&#x202F;0.71a</td>
<td align="center" valign="middle">48.57&#x202F;&#x00B1;&#x202F;0.71a</td>
<td align="center" valign="middle">50.48&#x202F;&#x00B1;&#x202F;1.09a</td>
<td align="center" valign="middle">39.29&#x202F;&#x00B1;&#x202F;1.89b</td>
<td align="center" valign="middle">42.86&#x202F;&#x00B1;&#x202F;0c</td>
</tr>
<tr>
<td align="left" valign="middle">F. <italic>F. avenaceum</italic></td>
<td align="center" valign="middle">52.97&#x202F;&#x00B1;&#x202F;0.45a</td>
<td align="center" valign="middle">52.2&#x202F;&#x00B1;&#x202F;2.24a</td>
<td align="center" valign="middle">48.32&#x202F;&#x00B1;&#x202F;1.18b</td>
<td align="center" valign="middle">42.89&#x202F;&#x00B1;&#x202F;0.45c</td>
<td align="center" valign="middle">41.09&#x202F;&#x00B1;&#x202F;1.55c</td>
</tr>
<tr>
<td align="left" valign="middle">G. <italic>F. solani</italic></td>
<td align="center" valign="middle">49.62&#x202F;&#x00B1;&#x202F;0.88a</td>
<td align="center" valign="middle">51.14&#x202F;&#x00B1;&#x202F;0.44a</td>
<td align="center" valign="middle">51.39&#x202F;&#x00B1;&#x202F;0.76a</td>
<td align="center" valign="middle">45.32&#x202F;&#x00B1;&#x202F;1.52b</td>
<td align="center" valign="middle">47.09&#x202F;&#x00B1;&#x202F;0.88b</td>
</tr>
<tr>
<td align="left" valign="middle">H. <italic>F. tricinctum</italic></td>
<td align="center" valign="middle">55.94&#x202F;&#x00B1;&#x202F;3.74a</td>
<td align="center" valign="middle">58.91&#x202F;&#x00B1;&#x202F;0.43a</td>
<td align="center" valign="middle">56.93&#x202F;&#x00B1;&#x202F;1.49a</td>
<td align="center" valign="middle">46.53&#x202F;&#x00B1;&#x202F;1.49b</td>
<td align="center" valign="middle">42.08&#x202F;&#x00B1;&#x202F;4.52b</td>
</tr>
<tr>
<td align="left" valign="middle">I. <italic>F. equiseti</italic></td>
<td align="center" valign="middle">46.56&#x202F;&#x00B1;&#x202F;0.57a</td>
<td align="center" valign="middle">43.93&#x202F;&#x00B1;&#x202F;1.70ab</td>
<td align="center" valign="middle">40.33&#x202F;&#x00B1;&#x202F;5.05bc</td>
<td align="center" valign="middle">35.41&#x202F;&#x00B1;&#x202F;1.50&#x202F;cd</td>
<td align="center" valign="middle">29.51&#x202F;&#x00B1;&#x202F;3.72d</td>
</tr>
<tr>
<td align="left" valign="middle">J. <italic>F. acuminatum</italic></td>
<td align="center" valign="middle">50.76&#x202F;&#x00B1;&#x202F;0a</td>
<td align="center" valign="middle">48.33&#x202F;&#x00B1;&#x202F;0.53b</td>
<td align="center" valign="middle">45.9&#x202F;&#x00B1;&#x202F;0.53c</td>
<td align="center" valign="middle">36.17&#x202F;&#x00B1;&#x202F;0d</td>
<td align="center" valign="middle">25.23&#x202F;&#x00B1;&#x202F;0.91e</td>
</tr>
<tr>
<td align="left" valign="middle">K. <italic>F. chlamydosporum</italic></td>
<td align="center" valign="middle">57.37&#x202F;&#x00B1;&#x202F;0.77a</td>
<td align="center" valign="middle">56.03&#x202F;&#x00B1;&#x202F;0.77a</td>
<td align="center" valign="middle">56.25&#x202F;&#x00B1;&#x202F;0.77a</td>
<td align="center" valign="middle">40.63&#x202F;&#x00B1;&#x202F;0.77b</td>
<td align="center" valign="middle">43.75&#x202F;&#x00B1;&#x202F;1.77c</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>A, C, and D were isolated from <italic>Astragalus</italic>, B was isolated from <italic>Lycium barbarum</italic>, and E&#x2013;K were isolated from alfalfa. The values in the table are the mean &#x00B1; standard errors, and different letters in the peer group indicate the significance of the difference at the 0.05 level.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec27">
<label>3.2.2</label>
<title>Screening for optimal antagonistic effect</title>
<p><xref ref-type="fig" rid="fig2">Figure 2A</xref> presents the inhibitory effect of LK&#x2212;1 on <italic>Fusarium</italic>, where the inhibition rate increases over time, peaking at 48&#x202F;h (<xref ref-type="fig" rid="fig2">Figure 2A</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Growth characteristics of <italic>Bacillus</italic> and <italic>F. oxysporum.</italic> <bold>(A)</bold> Curve of antagonism. <bold>(B)</bold> Spore germination rate. <bold>(C)</bold> Curve of growth. The ordinate of panels <bold>A&#x2013;C</bold> is the antagonistic effect, the spore germination rate, and OD<sub>600</sub>, respectively. The abscissa is culture time.</p>
</caption>
<graphic xlink:href="fmicb-16-1601945-g002.tif">
<alt-text content-type="machine-generated">Three line graphs labeled A, B, and C. Graph A depicts inhibition rate over time, rising from 40% at 2 hours to near 55% at 72 hours. Graph B shows emergence rate over 12 hours with two lines, one labeled PDB. Graph C displays OD600 readings over 72 hours, peaking sharply by 24 hours. All graphs feature time on the x-axis.</alt-text>
</graphic>
</fig>
<p><xref ref-type="fig" rid="fig2">Figure 2B</xref> compares the emergence or growth of microorganisms under sterile water treatment conditions. The emergence rate under PDB treatment is significantly higher than that under sterile deionized water treatment, indicating that PDB may promote the emergence or growth of microorganisms.</p>
<p><xref ref-type="fig" rid="fig2">Figure 2C</xref> presents a typical growth curve of LK&#x2212;1, where the increase in OD value reflects the increase in the number of microorganisms. The peak at 24&#x202F;h and eventual stabilization likely indicate that the microorganisms have reached their maximum growth density. LK&#x2212;1 exhibits logarithmic growth during the initial 0&#x2013;24&#x202F;h. Following this period, it transitions into a stabilization phase. During the logarithmic growth phase, this bacterium demonstrates rapid proliferation and heightened metabolic activity, rendering it particularly suitable for use as a seed fluid.</p>
<p>The most pronounced antagonistic effect was observed in the fermentation broth after 48&#x202F;h of incubation (<xref ref-type="fig" rid="fig2">Figure 2</xref>), following which a slight decrease in this effect occurred, likely attributable to cell lysis. Subsequent experiments were conducted using the fermentation broth of strain LK&#x2212;1, which had been cultivated for 48&#x202F;h.</p>
</sec>
<sec id="sec28">
<label>3.2.3</label>
<title>Effect of <italic>Bacillus subtilis</italic> on the mycelium</title>
<p>The <italic>B. subtilis</italic> solution exhibited the highest mycelial inhibition rate of 54.44%, followed by the bacterial suspension with a secondary inhibition rate. At the same time, the sterile filtrate demonstrated the lowest inhibition efficacy (<xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Antagonistic effects of <italic>Bacillus subtilis</italic> LK-1 on spores and mycelia.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Deal with</th>
<th align="center" valign="top">Spore germination (%)</th>
<th align="center" valign="top">Spore germination inhibition (%)</th>
<th align="center" valign="top">Inhibition rate (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Fermentation broth</td>
<td align="center" valign="middle">25.82&#x202F;&#x00B1;&#x202F;7.3a</td>
<td align="center" valign="middle">71.42&#x202F;&#x00B1;&#x202F;8.08a</td>
<td align="center" valign="middle">54.44&#x202F;&#x00B1;&#x202F;0.77a</td>
</tr>
<tr>
<td align="left" valign="middle">Sterile filtrate</td>
<td align="center" valign="middle">77.01&#x202F;&#x00B1;&#x202F;4.84b</td>
<td align="center" valign="middle">14.74&#x202F;&#x00B1;&#x202F;5.36b</td>
<td align="center" valign="middle">18.44&#x202F;&#x00B1;&#x202F;0.38b</td>
</tr>
<tr>
<td align="left" valign="middle">Bacterial suspension</td>
<td align="center" valign="middle">19.44&#x202F;&#x00B1;&#x202F;4.74a</td>
<td align="center" valign="middle">78.48&#x202F;&#x00B1;&#x202F;5.24a</td>
<td align="center" valign="middle">53.78&#x202F;&#x00B1;&#x202F;1.39a</td>
</tr>
<tr>
<td align="left" valign="middle">Sterile water</td>
<td align="center" valign="middle">90.33&#x202F;&#x00B1;&#x202F;3.29c</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">7.50&#x202F;&#x00B1;&#x202F;0.10c</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The lowercase letters represent the significant differences in spore germination rate, spore germination inhibition rate, and inhibition rate between different treatments of LK-1.</p>
</table-wrap-foot>
</table-wrap>
<p>Under normal culture conditions, the mycelium exhibits a consistent morphology characterized by uniform thickness and length, as well as straight growth patterns (<xref ref-type="fig" rid="fig3">Figures 3A</xref>,<xref ref-type="fig" rid="fig3">B</xref>). In contrast, mycelium subjected to LK&#x2212;1 treatment demonstrates abnormal branching (<xref ref-type="fig" rid="fig3">Figures 3C</xref>&#x2013;<xref ref-type="fig" rid="fig3">F</xref>), expansion (<xref ref-type="fig" rid="fig3">Figure 3D</xref>), and even lysogenic effects (<xref ref-type="fig" rid="fig3">Figure 3F</xref>). These alterations lead to pathological phenomena such as cell membrane rupture and leakage of intracellular inclusions.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Morphological changes in mycelium and spores of the biocontrol strain LK-1. <bold>(A)</bold> Under normal culture conditions, the mycelium exhibits a consistent morphology characterized by uniform thickness and length. <bold>(B)</bold> Under normal culture conditions, the mycelium exhibits a consistent morphology characterized by uniform thickness and length. <bold>(C)</bold> Mycelium subjected to LK-1 treatment demonstrates abnormal branching. <bold>(D)</bold> Mycelium subjected to LK-1 treatment demonstrates expansion and abnormal branching. <bold>(E)</bold> Mycelium subjected to LK-1 treatment demonstrates abnormal branching. <bold>(F)</bold> Mycelium subjected to LK-1 treatment demonstrates abnormal branching and lysogenic effects. <bold>(G)</bold> Spores appear as elongated germ tubes. <bold>(H)</bold> Spores appear as elongated germ tubes. <bold>(I)</bold> Following treatment with strain LK-1, the spores appear as deformation. <bold>(J)</bold> Following treatment with strain LK-1, the spores appear as inflation. <bold>(K)</bold> Following treatment with strain LK-1, the spores appear as deformation. <bold>(L)</bold> Following treatment with strain LK-1, the spores appear as deformation.</p>
</caption>
<graphic xlink:href="fmicb-16-1601945-g003.tif">
<alt-text content-type="machine-generated">Microscopic images showing fungal structures with different characteristics labeled A to L. Images A, B, and C display long, thread-like hyphae. Images D, E, and F show branching hyphal structures with tree-like patterns. Images G to L depict fewer, smaller, and less defined fungal structures scattered across each frame. The background in all images is a uniform light brown, enhancing the visibility of the fungal formations.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec29">
<label>3.2.4</label>
<title>Effect of <italic>Bacillus subtilis</italic> on the spores of pathogenic fungi</title>
<p>The germination rate of spores cultured in sterile water consistently exceeded that of spores cultured in PDB across all time points. At the 12&#x202F;h mark, the germination rates of spores cultured in PDB and sterile water were nearly identical (<xref ref-type="fig" rid="fig3">Figure 3H</xref>), but the spore size was significantly smaller than that of spores cultured in sterile water. Considering the consumption of experimental materials and lowering the cost, the spores incubated in sterile water for 12&#x202F;h (90.33% germination rate) were selected to observe their spore morphology.</p>
<p>The bacterial suspension exhibited the most pronounced antagonistic effect against <italic>F. oxysporum</italic> (<xref ref-type="table" rid="tab4">Table 4</xref>). As with the results of Section 3.2.3, the antagonistic effect of the sterile filtrate was weak, which may be due to the fact that strain LK&#x2212;1 produces fewer inhibitory substances or has a shorter lifespan.</p>
<p>Under standard culture conditions, the spores exhibit normal germination characterized by elongated bud tubes (<xref ref-type="fig" rid="fig3">Figures 3G</xref>,<xref ref-type="fig" rid="fig3">H</xref>). Following treatment with strain LK&#x2212;1, the spores exhibit characteristics such as inflation (<xref ref-type="fig" rid="fig3">Figure 3J</xref>) and deformation (<xref ref-type="fig" rid="fig3">Figures 3I</xref>,<xref ref-type="fig" rid="fig3">K</xref>,<xref ref-type="fig" rid="fig3">L</xref>), which adversely impact their normal germination and contribute to antagonistic effects.</p>
</sec>
<sec id="sec30">
<label>3.2.5</label>
<title>The promoting effect of <italic>Bacillus subtilis</italic> on <italic>Lycium barbarum</italic></title>
<p>The growth index of <italic>L. barbarum</italic> revealed that strain LK&#x2212;1 significantly enhanced the growth of <italic>L. barbarum</italic> plants, primarily evidenced by increases in plant height, root length, aboveground fresh weight, underground dry weight, and leaf area. Compared with the blank control (CK), they increased by 37.25, 33.95, 93.02, 88.14, and 38.13%. There was a significant increase in the dry matter of <italic>L. barbarum</italic> roots after treatment with strain LK-1 (E). Under the stress of <italic>F. oxysporum</italic>, LK&#x2212;1 was able to enhance the growth parameters of <italic>L. barbarum</italic> as demonstrated by the following results: compared to the pathogenic bacteria control group (P) treated with <italic>F. oxysporum</italic> alone, treatment (E&#x202F;+&#x202F;P) resulted in increases of 2.45% in plant height, 2.06% in root length, and significant enhancements of 70.49, 25.92, 52.97, 71.36, and 28.99% in aboveground fresh weight, belowground fresh weight, aboveground dry weight, belowground dry weight, and leaf area, respectively (<xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Effects of different treatments on growth indexes of <italic>L. barbarum</italic> seedlings.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">Plant height(cm)</th>
<th align="center" valign="top">Root length(cm)</th>
<th align="center" valign="top">Aboveground fresh weight(mg)</th>
<th align="center" valign="top">Underground fresh weight(mg)</th>
<th align="center" valign="top">Aboveground dry weight(mg)</th>
<th align="center" valign="top">Underground dry weight(mg)</th>
<th align="center" valign="top">Area of leaves(cm<sup>2</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">P</td>
<td align="center" valign="middle">2.45&#x202F;&#x00B1;&#x202F;0.35ab</td>
<td align="center" valign="middle">11.15&#x202F;&#x00B1;&#x202F;2.43ab</td>
<td align="center" valign="middle">120.13&#x202F;&#x00B1;&#x202F;38.06c</td>
<td align="center" valign="middle">18.4&#x202F;&#x00B1;&#x202F;5.47ab</td>
<td align="center" valign="middle">11.97&#x202F;&#x00B1;&#x202F;3.24c</td>
<td align="center" valign="middle">4.05&#x202F;&#x00B1;&#x202F;1.21b</td>
<td align="center" valign="middle">1.38&#x202F;&#x00B1;&#x202F;0.38b</td>
</tr>
<tr>
<td align="left" valign="middle">E&#x202F;+&#x202F;P</td>
<td align="center" valign="middle">2.51&#x202F;&#x00B1;&#x202F;0.66ab</td>
<td align="center" valign="middle">11.38&#x202F;&#x00B1;&#x202F;2.62ab</td>
<td align="center" valign="middle">204.81&#x202F;&#x00B1;&#x202F;41.61b</td>
<td align="center" valign="middle">23.17&#x202F;&#x00B1;&#x202F;5.48a</td>
<td align="center" valign="middle">18.31&#x202F;&#x00B1;&#x202F;3.52b</td>
<td align="center" valign="middle">6.94&#x202F;&#x00B1;&#x202F;1.25a</td>
<td align="center" valign="middle">1.78&#x202F;&#x00B1;&#x202F;0.37b</td>
</tr>
<tr>
<td align="left" valign="middle">CK</td>
<td align="center" valign="middle">2.04&#x202F;&#x00B1;&#x202F;0.25b</td>
<td align="center" valign="middle">8.69&#x202F;&#x00B1;&#x202F;2.89b</td>
<td align="center" valign="middle">158.56&#x202F;&#x00B1;&#x202F;39.82bc</td>
<td align="center" valign="middle">17.77&#x202F;&#x00B1;&#x202F;10.84ab</td>
<td align="center" valign="middle">14.59&#x202F;&#x00B1;&#x202F;3.78bc</td>
<td align="center" valign="middle">4.59&#x202F;&#x00B1;&#x202F;2.95b</td>
<td align="center" valign="middle">1.36&#x202F;&#x00B1;&#x202F;0.33b</td>
</tr>
<tr>
<td align="left" valign="middle">E</td>
<td align="center" valign="middle">2.8&#x202F;&#x00B1;&#x202F;0.66a</td>
<td align="center" valign="middle">11.64&#x202F;&#x00B1;&#x202F;2.32a</td>
<td align="center" valign="middle">306.06&#x202F;&#x00B1;&#x202F;70.79a</td>
<td align="center" valign="middle">15.3&#x202F;&#x00B1;&#x202F;4.25b</td>
<td align="center" valign="middle">27.45&#x202F;&#x00B1;&#x202F;6.84a</td>
<td align="center" valign="middle">6.34&#x202F;&#x00B1;&#x202F;2.39ab</td>
<td align="center" valign="middle">2.26&#x202F;&#x00B1;&#x202F;0.46a</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>P: treatment group of <italic>F. oxysporum</italic>; E&#x202F;+&#x202F;P: co-treatment group of LK-1 and <italic>F. oxysporum</italic>; CK: blank control group; E: treatment group of strain LK-1. The lowercase letters indicates the significant differences in <italic>Lycium barbarum</italic> under different treatments.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="sec31">
<label>3.3</label>
<title>Single-factor test</title>
<p>The single-factor analysis revealed that the most pronounced antagonistic effect, reaching 56.92%, was achieved when the inorganic salt in the fermentation medium was substituted with Ca<sub>3</sub>(PO4)<sub>2</sub> at a concentration of 2%. When ZnSO<sub>4</sub> was substituted for the inorganic salt, a negative correlation was observed between the antagonistic capacity of LK&#x2212;1 and the concentration of ZnSO<sub>4</sub>; specifically, as the concentration increased, the antagonistic ability diminished. This suggests that elevated levels of ZnSO<sub>4</sub> are detrimental to the growth of LK&#x2212;1. Substituting peptone with beef paste at a concentration of 2% in the fermentation medium resulted in an antagonistic effect of 57.36%. When sucrose was utilized as the carbon source at a concentration of 2%, the fermentation broth exhibited the highest antagonistic activity, measuring 58.68% (<xref ref-type="fig" rid="fig4">Figure 4</xref>). In light of the findings from the single-factor analysis and cost considerations, the medium was initially substituted with 0.5% glucose, 2% beef paste, 2% NaCl, and 0.5% yeast powder.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Optimization of fermentation media and conditions. <bold>(A)</bold> Replacement of inorganic salts. <bold>(B)</bold> Replacement of carbon sources. <bold>(C)</bold> Replacement of yeast powder. <bold>(D)</bold> Replacement of peptone. Data with different letters indicate a significant difference at the 0.05 level. <bold>(E)</bold> Amount of inoculation. <bold>(F)</bold> Speed of rotation. <bold>(G)</bold> Incubation time. <bold>(H)</bold> pH.</p>
</caption>
<graphic xlink:href="fmicb-16-1601945-g004.tif">
<alt-text content-type="machine-generated">Eight charts display the inhibition rate under different conditions. Charts A-D show bar graphs of inhibition rates for various inorganic salts, carbon sources, and nitrogen sources at concentrations from 0.5% to 2.5%. Charts E-H show line graphs depicting the effects of inoculum percentage, speed in revolutions per minute, time in hours, and pH on inhibition rate. Each chart has statistical annotations such as letters indicating significance. The y-axes on all charts represent inhibition rate percentages, while x-axes vary according to the tested variables.</alt-text>
</graphic>
</fig>
<p>The single-factor test showed that when the fermentation time was 36&#x202F;h, the antagonistic activity reached 57.82%; when the inoculum of bacteria received was 1%, the antagonistic activity reached 57.87%; when the pH was 7, the antagonistic activity reached 58.46%; and when the rotational speed was 180&#x202F;rpm, the antagonistic activity reached 58.97% (<xref ref-type="fig" rid="fig5">Figure 5</xref>). The antagonistic activity was reduced when the fermentation conditions were higher or lower than this condition.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Response surface method surface map. <bold>(A)</bold> Surface map of speed and pH. <bold>(B)</bold> Surface map of incubation time and speed. <bold>(C)</bold> Surface map of incubation time and pH.</p>
</caption>
<graphic xlink:href="fmicb-16-1601945-g005.tif">
<alt-text content-type="machine-generated">Three 3D surface plots labeled A, B, and C, showing inhibition rates. Plot A compares pH and speed, plot B compares time and speed, and plot C compares time and pH. Each plot displays a curved surface with color gradients from green to red, indicating varying inhibition rates. Contour lines on the base indicate levels.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec32">
<label>3.4</label>
<title>Response surface optimization</title>
<sec id="sec33">
<label>3.4.1</label>
<title>Plackett&#x2013;Burman</title>
<p>The influence of the selected factors on the rate of inhibition, ranked in descending order, is as follows: pH&#x202F;&#x003E;&#x202F;speed&#x003E;time&#x003E;beef paste&#x003E;glucose&#x003E;NaCl&#x003E;inoculum (<xref ref-type="table" rid="tab6">Tables 6</xref>, <xref ref-type="table" rid="tab7">7</xref>).</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Design results of Plackett&#x2013;Burman and experiments.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment no.</th>
<th align="center" valign="top">Glucose</th>
<th align="center" valign="top">NaCl</th>
<th align="center" valign="top">Beef paste</th>
<th align="center" valign="top">Time</th>
<th align="center" valign="top">Inoculum</th>
<th align="center" valign="top">pH</th>
<th align="center" valign="top">Speed</th>
<th align="center" valign="top">Inhibition rate (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">60.56</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">60.77</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">63.37</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">57.92</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">57.76</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">60.48</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">56.85</td>
</tr>
<tr>
<td align="left" valign="middle">8</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">56.77</td>
</tr>
<tr>
<td align="left" valign="middle">9</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">57.92</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">56.02</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">55.61</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">54.46</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Significance analysis and results of Plackett&#x2013;Burman experiments.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Factor</th>
<th align="center" valign="top">F</th>
<th align="center" valign="top"><italic>p</italic></th>
<th align="center" valign="top">Contribution rate</th>
<th align="center" valign="top">Order of importance</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Glucose</td>
<td align="center" valign="middle">0.86</td>
<td align="center" valign="middle">0.41</td>
<td align="center" valign="middle">1.47</td>
<td align="center" valign="middle">5</td>
</tr>
<tr>
<td align="left" valign="middle">NaCl</td>
<td align="center" valign="middle">0.13</td>
<td align="center" valign="middle">0.73</td>
<td align="center" valign="middle">0.23</td>
<td align="center" valign="middle">6</td>
</tr>
<tr>
<td align="left" valign="middle">Beef paste</td>
<td align="center" valign="middle">1.24</td>
<td align="center" valign="middle">0.33</td>
<td align="center" valign="middle">2.12</td>
<td align="center" valign="middle">4</td>
</tr>
<tr>
<td align="left" valign="middle">Time</td>
<td align="center" valign="middle">5.68</td>
<td align="center" valign="middle">0.08</td>
<td align="center" valign="middle">9.72</td>
<td align="center" valign="middle">3</td>
</tr>
<tr>
<td align="left" valign="middle">Inoculum</td>
<td align="center" valign="middle">0.01</td>
<td align="center" valign="middle">0.91</td>
<td align="center" valign="middle">0.02</td>
<td align="center" valign="middle">7</td>
</tr>
<tr>
<td align="left" valign="middle">pH</td>
<td align="center" valign="middle">27.84</td>
<td align="center" valign="middle">0.01</td>
<td align="center" valign="middle">47.63</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">Speed</td>
<td align="center" valign="middle">16.56</td>
<td align="center" valign="middle">0.02</td>
<td align="center" valign="middle">28.33</td>
<td align="center" valign="middle">2</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec34">
<label>3.4.2</label>
<title>Steepest climb test</title>
<p>The fermentation broth of LK&#x2212;1 exhibited the highest inhibition rate in test 3 (<xref ref-type="table" rid="tab8">Table 8</xref>). Therefore, the conditions established in test 3 (fermentation time of 36&#x202F;h, pH 7, and rotational speed of 180&#x202F;rpm) should be designated as the central point for the factor levels in the response surface methodology.</p>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>Steepest climb test.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment no.</th>
<th align="center" valign="top">Time (h)</th>
<th align="center" valign="top">pH</th>
<th align="center" valign="top">Speed (r/min)</th>
<th align="center" valign="top">Inhibition rate (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="center" valign="middle">12</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">140</td>
<td align="center" valign="middle">56.86</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">6</td>
<td align="center" valign="middle">160</td>
<td align="center" valign="middle">58.31</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">59.82</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">8</td>
<td align="center" valign="middle">200</td>
<td align="center" valign="middle">57.92</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="center" valign="middle">60</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">220</td>
<td align="center" valign="middle">56.80</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec35">
<label>3.4.3</label>
<title>Box&#x2013;Behnken tests</title>
<p>Following the outcomes of the steepest ascent test, the Box&#x2013;Behnken design principle from Design-Expert 12 software was employed to perform a three-factor, three-level experiment on the selected primary factors. Each experiment was replicated three times, and the results of this experimental design are presented in <xref ref-type="table" rid="tab9">Table 9</xref>.</p>
<table-wrap position="float" id="tab9">
<label>Table 9</label>
<caption>
<p>Box&#x2013;Behnken design and corresponding results.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment no.</th>
<th align="center" valign="top">A</th>
<th align="center" valign="top">B</th>
<th align="center" valign="top">C</th>
<th align="center" valign="top">Inhibition rate (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">160</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">58.68</td>
</tr>
<tr>
<td align="left" valign="middle">2</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">160</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">58.33</td>
</tr>
<tr>
<td align="left" valign="middle">3</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">200</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">58.22</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">200</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">57.29</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">59.03</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">59.95</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="center" valign="middle">5</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">60.3</td>
</tr>
<tr>
<td align="left" valign="middle">8</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">59.38</td>
</tr>
<tr>
<td align="left" valign="middle">9</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">160</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">59.61</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">200</td>
<td align="center" valign="middle">24</td>
<td align="center" valign="middle">60.3</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">160</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">61</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">200</td>
<td align="center" valign="middle">48</td>
<td align="center" valign="middle">58.68</td>
</tr>
<tr>
<td align="left" valign="middle">13</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">61.57</td>
</tr>
<tr>
<td align="left" valign="middle">14</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">61.57</td>
</tr>
<tr>
<td align="left" valign="middle">15</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">61.65</td>
</tr>
<tr>
<td align="left" valign="middle">16</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">61.69</td>
</tr>
<tr>
<td align="left" valign="middle">17</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">180</td>
<td align="center" valign="middle">36</td>
<td align="center" valign="middle">61.34</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The analysis of variance for the response surface regression model is presented in <xref ref-type="table" rid="tab8">Table 8</xref>. The multivariate equation correlating the inhibition rate (Y) with pH (A), speed (B), and time (C) was derived from the results analyzed using Design-Expert 12 software, expressed as Y&#x202F;=&#x202F;61.56&#x2013;0.16A - 0.3912B&#x202F;+&#x202F;0.0587C - 0.145AB - 0.46&#x202F;AC - 0.7525&#x202F;BC - 1.83A<sup>2</sup>-1.6B<sup>2</sup>-0.0657C<sup>2</sup>.</p>
<p>The regression model has an <italic>F</italic>&#x202F;=&#x202F;62.54 and <italic>p</italic>&#x202F;&#x003C;&#x202F;0.00001 (<xref ref-type="table" rid="tab10">Table 10</xref>), indicating that the model has reached a highly significant level. The coefficient of determination of the model, R<sup>2</sup>&#x202F;=&#x202F;0.9877 and R<sup>2</sup>adj&#x202F;=&#x202F;0.9719, indicates that the error of the regression model is small, and the model is well fitted with a high degree of confidence.</p>
<table-wrap position="float" id="tab10">
<label>Table 10</label>
<caption>
<p>Analysis of variance for Box&#x2013;Behnken experiment.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Source of variance</th>
<th align="center" valign="top">Square sum</th>
<th align="center" valign="top">Freedom</th>
<th align="center" valign="top">Mean square sum</th>
<th align="center" valign="top">F</th>
<th align="center" valign="top"><italic>p</italic></th>
<th align="center" valign="top">Significance</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">mold</td>
<td align="center" valign="middle">31.24</td>
<td align="center" valign="middle">9</td>
<td align="center" valign="middle">3.47</td>
<td align="center" valign="middle">62.54</td>
<td align="center" valign="middle">&#x003C; 0.0001</td>
<td align="center" valign="middle">&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle">A</td>
<td align="center" valign="middle">0.2048</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.2048</td>
<td align="center" valign="middle">3.69</td>
<td align="center" valign="middle">0.0962</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">B</td>
<td align="center" valign="middle">1.22</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1.22</td>
<td align="center" valign="middle">22.06</td>
<td align="center" valign="middle">0.0022</td>
<td align="center" valign="middle">&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle">C</td>
<td align="center" valign="middle">0.0276</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.0276</td>
<td align="center" valign="middle">0.4975</td>
<td align="center" valign="middle">0.5034</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">AB</td>
<td align="center" valign="middle">0.0841</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.0841</td>
<td align="center" valign="middle">1.52</td>
<td align="center" valign="middle">0.2581</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">AC</td>
<td align="center" valign="middle">0.8464</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.8464</td>
<td align="center" valign="middle">15.25</td>
<td align="center" valign="middle">0.0059</td>
<td align="center" valign="middle">&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle">BC</td>
<td align="center" valign="middle">2.27</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">2.27</td>
<td align="center" valign="middle">40.81</td>
<td align="center" valign="middle">0.0004</td>
<td align="center" valign="middle">&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle">A<sup>2</sup></td>
<td align="center" valign="middle">14.15</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">14.15</td>
<td align="center" valign="middle">254.94</td>
<td align="center" valign="middle">&#x003C; 0.0001</td>
<td align="center" valign="middle">&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle">B<sup>2</sup></td>
<td align="center" valign="middle">10.79</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">10.79</td>
<td align="center" valign="middle">194.37</td>
<td align="center" valign="middle">&#x003C; 0.0001</td>
<td align="center" valign="middle">&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle">C<sup>2</sup></td>
<td align="center" valign="middle">0.0182</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0.0182</td>
<td align="center" valign="middle">0.3279</td>
<td align="center" valign="middle">0.5848</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Residual</td>
<td align="center" valign="middle">0.3885</td>
<td align="center" valign="middle">7</td>
<td align="center" valign="middle">0.0555</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Lost proposal</td>
<td align="center" valign="middle">0.315</td>
<td align="center" valign="middle">3</td>
<td align="center" valign="middle">0.105</td>
<td align="center" valign="middle">5.71</td>
<td align="center" valign="middle">0.0627</td>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Pure terror</td>
<td align="center" valign="middle">0.0735</td>
<td align="center" valign="middle">4</td>
<td align="center" valign="middle">0.0184</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="middle">Aggregate</td>
<td align="center" valign="middle">31.63</td>
<td align="center" valign="middle">16</td>
<td/>
<td/>
<td/>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The symbol indicates the level of significance, that is, this factor has a significant effect on the response variable.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec36">
<label>3.4.4</label>
<title>Response surface optimization results and validation</title>
<p>Following response surface optimization, the optimal fermentation parameters for strain LK&#x2212;1 were established as 0.5% glucose, 2% beef paste, 2% NaCl, 0.5% yeast powder, a fermentation duration of 46.261&#x202F;h, an inoculum of 1%, a pH of 6.647, and a speed of 170.541&#x202F;rpm. At the same time, in order to validate the accuracy and feasibility of the obtained optimal fermentation conditions, the fermentation conditions were adjusted to 0.5% glucose, 2% beef paste, 2% NaCl, 0.5% yeast powder, a fermentation time of 46&#x202F;h, an inoculum of 1%, a pH of 6.6, and a speed of 170&#x202F;rpm, and the experiment was carried out for three replications. The inhibition rate obtained was 62.5%. It was 1.43% higher than the theoretical value and 8.06% higher than the unoptimized value (54.44%). It showed that the fermentation conditions of strain LK&#x2212;1 obtained by response surface optimization were accurate and reliable.</p>
</sec>
</sec>
</sec>
<sec id="sec37">
<label>4</label>
<title>Conclusion and discussion</title>
<p>Wolfberry is reported to have benefits for human health. It has been used in traditional Chinese medicine for more than 2000&#x202F;years. <italic>Lycium barbarum</italic> root rot causes a serious risk of yield loss and health hazards (<xref ref-type="bibr" rid="ref8">Bodah, 2017</xref>). In the agriculture industry, <italic>Bacillus</italic> species are currently recognized as significant biological control agents against plant pathogens because of their fast colonization and ability to produce endospores (<xref ref-type="bibr" rid="ref43">Shafi et al., 2017</xref>). Fungicides are extensively used to control many soil-borne diseases, but their effectiveness varies. Biological control using antagonistic microbes alone or as supplements to minimize the use of chemical pesticides in integrated plant disease management systems has become more critical in recent years. <italic>Bacillus</italic> species have attracted substantial attention as biocontrol agents for sustainable agriculture (<xref ref-type="bibr" rid="ref25">Huang et al., 2022</xref>). Compared with chemical pesticides, the use of <italic>Bacillus subtilis</italic> LK&#x2212;1 as a biocontrol agent has a smaller impact on non-target organisms and can better protect beneficial organisms, such as natural enemies and soil (<xref ref-type="bibr" rid="ref50">Vasantha-Srinivasan et al., 2025</xref>).</p>
<p><italic>Bacillus subtilis</italic> displays a wide range of biological functions through the production of a variety of antagonistic compounds. This tremendous versatility increases the industrial and environmental interest in <italic>B. subtilis</italic> strains, especially when considering their range of action against foodborne or phytopathogenic flora and their history of safe use in food. In this study, we identified a strain of <italic>B. subtilis</italic>, designated <italic>B. subtilis</italic> LK&#x2212;1, through morphological examination, physiological and biochemical characterization, and molecular biology techniques. The preventive effects of this strain were evaluated, revealing its significant antagonistic activity against various <italic>Fusarium</italic> species via the secretion of bioactive compounds. They mainly contain three families: surfactins, iturins, and fengycins (<xref ref-type="bibr" rid="ref9">Boka et al., 2016</xref>; <xref ref-type="bibr" rid="ref33">Ma et al., 2016</xref>; <xref ref-type="bibr" rid="ref12">Chen et al., 2017</xref>). It has been reported that the antimicrobial compounds of <italic>Bacillus</italic> species destroy mycelial structures and inhibit conidial germination for pathogenic fungi (<xref ref-type="bibr" rid="ref25">Huang et al., 2022</xref>). They can promote plant growth by increasing nutrient availability and synthesizing plant hormones and volatile compounds (<xref ref-type="bibr" rid="ref57">Xie et al., 2014</xref>). In addition to the direct antimicrobial effects, the antimicrobial compounds may also induce the plant&#x2019;s own defense responses. When the antimicrobial substances secreted by LK-1 come into contact with the plant, they may activate the plant&#x2019;s immune system and prompt the plant to produce more defense-related enzymes. Studies have shown that <italic>Bacillus</italic> species produce a variety of bacteriocins with antimicrobial activity, such as amylolysin, amylocyclicin, amysin, subtilin, subtilosin A, subtilosin B, and thuricin. They also produce important cyclic lipopeptides (CLPs), including iturins, fengicins, and surfactins, which can interact with the cell membranes of target pathogens to form pores and lead to an imbalance in transmembrane ion fluxes (<xref ref-type="bibr" rid="ref58">Xie et al., 2021</xref>; <xref ref-type="bibr" rid="ref20">Fu et al., 2014</xref>). In addition, <italic>bacillus</italic> species can produce a large number of hydrolytic enzymes, such as chitinases, chitosanases, glucanases, cellulases, lipases, and proteases. These compounds can efficiently hydrolyze the main components of fungal and bacterial cell walls and are involved in the suppression of plant pathogens (<xref ref-type="bibr" rid="ref13">Chen et al., 2022</xref>). These defense responses may have a synergistic effect with the antimicrobial action described in this article. Future research could delve into the synergistic effects of different antagonistic actions on pathogenic fungi, thereby providing more precise evidence for optimizing biological control (<xref ref-type="bibr" rid="ref10">Bonaterra et al., 2022</xref>).</p>
<p>The antibacterial compounds produced by strain LK-1 can induce various abnormalities in the mycelium and spores of <italic>F. oxysporum</italic>, thus inhibiting the spread and propagation of pathogenic fungi. In addition, compared to the <italic>L. barbarum</italic> seedlings in the CK, the plant height, root length, fresh weight above ground, underground fresh weight, dry weight above ground, underground dry weight, and leaf area indexes of <italic>L. barbarum</italic> seedlings treated with LK-1 fermentation broth (1&#x202F;&#x00D7;&#x202F;10<sup>8</sup>&#x202F;cfu/mL) were all significantly increased, the same as in a previous study (<xref ref-type="bibr" rid="ref21">Ganeshan et al., 2024</xref>). In addition, <italic>Bacillus licheniformis</italic> can induce the synthesis of plant growth hormones to promote plant growth (<xref ref-type="bibr" rid="ref22">Gkorezis et al., 2016</xref>); <italic>Bacillus amyloliquefaciens</italic> can improve the soil ecological environment of tomato roots, loosen the soil, and make it conducive to tomato growth (<xref ref-type="bibr" rid="ref54">Wang et al., 2022</xref>); <italic>bacillus methylotrophic</italic> can enhance the activity of substrate enzymes and the content of available nutrients to promote cucumber photosynthesis, accelerate the absorption, transportation, assimilation, and accumulation of nutrients, and thus promote cucumber growth. These studies also demonstrate the plant growth-promoting capabilities of <italic>Bacillus</italic> (<xref ref-type="bibr" rid="ref53">Wang et al., 2023</xref>). In order to enhance the efficacy of <italic>Bacillus</italic> as a biological control agent, it is imperative to augment both its biomass and antibacterial compound production. In this study, the fermentation conditions of strain LK-1 were studied. The liquid fermentation process includes two aspects: one is the optimization of medium components, and the other is the optimization of fermentation conditions.</p>
<p>Different fermentation conditions can affect the activity of antibacterial substances to different degrees, and some even inhibit the secretion of antibacterial active substances. We used a single-factor test to screen the biocontrol effect of strain LK-1 as an indicator. It can be seen from the test that the antibacterial activity of the fermentation product of strain LK-1 is closely related to the fermentation conditions when the inorganic salt is ZnSO<sub>4</sub>; the higher the concentration, the lower the biocontrol effect. The increase in zinc sulfate concentration leads to a gradual decrease in biocontrol efficacy. This is likely because excessively high concentrations of zinc sulfate can inhibit the growth and metabolism of the bacterial strain, thereby affecting the synthesis and secretion of its antimicrobial compounds (<xref ref-type="bibr" rid="ref3">Aveledo et al., 2018</xref>). Finally, we optimized the fermentation conditions using response surface methodology; optimal conditions included 0.5% glucose, 2% beef paste, 2% NaCl, 0.5% yeast powder, a time of 46&#x202F;h, an inoculum of 1%, a pH of 6.6, and a speed of 170&#x202F;rpm. Additionally, during the fermentation process, apart from the main antimicrobial compounds, other metabolic by-products may also be generated. These by-products may possess potential biological activities, such as antioxidant properties. Therefore, conducting a comprehensive identification and evaluation of these fermentation by-products may offer new ideas for the development of multifunctional biocontrol (<xref ref-type="bibr" rid="ref39">Ricci et al., 2021</xref>).</p>
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<sec sec-type="data-availability" id="sec38">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
</sec>
<sec sec-type="author-contributions" id="sec39">
<title>Author contributions</title>
<p>NX: Formal analysis, Writing &#x2013; review &#x0026; editing. T-DL: Writing &#x2013; review &#x0026; editing, Formal analysis. Y-ZZ: Funding acquisition, Writing &#x2013; review &#x0026; editing, Resources. KL: Investigation, Methodology, Writing &#x2013; original draft. H-YD: Validation, Formal analysis, Writing &#x2013; review &#x0026; editing. P-WG: Supervision, Writing &#x2013; review &#x0026; editing, Funding acquisition. Z-YY: Methodology, Writing &#x2013; review &#x0026; editing, Project administration, Funding acquisition. Y-YS: Funding acquisition, Writing &#x2013; review &#x0026; editing, Supervision.</p>
</sec>
<sec sec-type="funding-information" id="sec40">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The Key Research and Development Project of Ningxia Hui Autonomous Region (2021BBF03001) and the Natural Science Foundation of Ningxia Hui Autonomous Region (2023AAC03731) are from Na-Xi. The Key Research and Development Project of Ningxia Hui Autonomous Region (2023BCF01026-04) and Ningxia University scientific research project (NYG-2024-029) are from the corresponding author Ze-yang Yu.</p>
</sec>
<ack>
<p>The authors thank Xiao Yin and Bin Ren of Ningxia University for providing pathogenic fungi and the peer reviewers for providing helpful comments on the manuscript.</p>
</ack>
<sec sec-type="COI-statement" id="sec41">
<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 sec-type="disclaimer" id="sec42">
<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 sec-type="supplementary-material" id="sec43">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2025.1601945/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2025.1601945/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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