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<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
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<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
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<issn pub-type="epub">1664-302X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fmicb.2026.1732585</article-id>
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<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Cyclic lipopeptides from <italic>Bacillus amyloliquefaciens</italic> D-1 control leaf spot in <italic>Pseudostellaria heterophylla</italic> via enhancing host immunity and inhibiting <italic>Alternaria alternata</italic></article-title>
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<surname>Shi</surname>
<given-names>Haixia</given-names>
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<aff id="aff1"><label>1</label><institution>Resource Institute for Chinese &#x0026; Ethnic Materia Medica, Guizhou University of Traditional Chinese Medicine</institution>, <city>Guiyang</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Guizhou Key Laboratory for Germplasm Innovation and Resource-Efficient Utilization of Dao-di Herbs</institution>, <city>Guiyang</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>School of Food and Biological Engineering, Jiangsu University</institution>, <city>Zhenjiang</city>, <country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences</institution>, <city>Beijing</city>, <country country="cn">China</country></aff>
<aff id="aff5"><label>5</label><institution>College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University</institution>, <city>Fuzhou</city>, <country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Qing-Song Yuan, <email xlink:href="mailto:yqs198609031006@126.com">yqs198609031006@126.com</email>; <email xlink:href="mailto:yuanqingsong006@gzy.edu.cn">yuanqingsong006@gzy.edu.cn</email>; Tao Zhou, <email xlink:href="mailto:taozhou88@163.com">taozhou88@163.com</email>; <email xlink:href="mailto:zhoutao700@gyctcm.edu.cn">zhoutao700@gyctcm.edu.cn</email></corresp>
<fn fn-type="equal" id="fn0003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-11">
<day>11</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1732585</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Shi, Zhou, Gao, Jiang, Qin, Wang, Ou, Wang, Guo, Gu, Yuan and Zhou.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Shi, Zhou, Gao, Jiang, Qin, Wang, Ou, Wang, Guo, Gu, Yuan and Zhou</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-11">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec id="sec1001">
<title>Introduction</title>
<p><italic>Pseudostellaria heterophylla</italic>, a valuable medicinal herb in traditional Chinese medicine, is severely threatened by leaf spot disease caused by <italic>Alternaria alternata</italic>, leading to significant yield losses and mycotoxin contamination that compromises root quality and safety. This study aimed to characterize <italic>Bacillus amyloliquefaciens</italic> strain D-1 as a potential multifunctional biocontrol agent to mitigate this pathogen.</p>
</sec>
<sec id="sec1002">
<title>Methods</title>
<p>Strain D-1 was isolated from the rhizosphere soil of <italic>P. heterophylla</italic>. Its antifungal efficacy was assessed through in vitro dual-culture assays and in planta pot experiments using both viable cells (Bc) and cell-free fermentation supernatant (Bf). Whole-genome sequencing was employed to identify biosynthetic gene clusters (BGCs), and high-performance liquid chromatography-mass spectrometry (HPLC-MS) was used to detect lipopeptides (LPs). Quantitative PCR and mycotoxin quantification were performed to evaluate the effects on fungal gene expression and toxin accumulation.</p>
</sec>
<sec id="sec1003">
<title>Results</title>
<p>Strain D-1 demonstrated strong antagonistic activity, with Bf achieving a 54.7% inhibition rate against <italic>A. alternata</italic>. Genomic analysis revealed nine putative BGCs, including those for fengycin, iturin, and surfactin. HPLC-MS confirmed the production of these LPs, which effectively disrupted hyphal branching and spore germination. In pot trials, crude LP extracts reduced disease lesion area by 92.0% and suppressed key mycotoxin biosynthesis genes (PKSJ, PKSA, etc.), leading to a 77.0&#x2013;98.1% reduction in toxin levels (ALT, AME, TeA, TEN). Additionally, strain D-1 and its LPs triggered systemic resistance in <italic>P. heterophylla</italic>, evidenced by elevated H&#x2082;O&#x2082; accumulation and callose deposition.</p>
</sec>
<sec id="sec1004">
<title>Discussion</title>
<p>The findings establish <italic>B. amyloliquefaciens</italic> D-1 as a novel biocontrol agent with triple mechanisms: direct antifungal action, suppression of mycotoxin biosynthesis, and induction of host systemic resistance. Its application offers a sustainable strategy to manage <italic>A. alternata</italic> in <italic>P. heterophylla</italic> cultivation, addressing both disease control and medicinal safety concerns. <italic>heterophylla</italic> cultivation, addressing both disease control and medicinal safety concerns.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Alternaria alternata</italic></kwd>
<kwd><italic>Bacillus amyloliquefaciens</italic> D-1</kwd>
<kwd>cyclic lipopeptides</kwd>
<kwd>leaf spot disease</kwd>
<kwd><italic>Pseudostellaria heterophylla</italic></kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Guizhou University</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100003459</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<award-group id="gs2">
<funding-source id="sp2">
<institution-wrap>
<institution>National Natural Science Foundation of China</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100001809</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This project was supported by the National Key R&#x0026;D Program of China [2023YFC3503803], the National Natural Science Foundation of China (32460079), and the Guizhou Provincial Basic Research Program (Natural Science) (Qian Ke He Ji Chu -ZK (2023) Yi Ban 415), Innovation Program for Graduate Education of Guizhou University of Chinese Medicine - Natural Science Project [YCXZRB202205].</funding-statement>
</funding-group>
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<meta-value>Microbe and Virus Interactions with Plants</meta-value>
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</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p><italic>Pseudostellaria heterophylla</italic> (family Caryophyllaceae) is a commonly used traditional Chinese medicine and functional ingredient in Asia, with a historical of over 100&#x202F;years (<xref ref-type="bibr" rid="ref26">Qin et al., 2024</xref>; <xref ref-type="bibr" rid="ref43">Yuan et al., 2024</xref>). Its tuberous roots contain a variety of bioactive components, including saponins, polysaccharides, amino acids, and trace elements (<xref ref-type="bibr" rid="ref12">Hu et al., 2019</xref>), which exhibit anti-fatigue, anti-stress, immunomodulatory, and longevity-promoting effects (<xref ref-type="bibr" rid="ref13">Hua et al., 2021</xref>). In recent years, escalating market demand of <italic>P. heterophylla</italic> has driven the expansion of cultivation areas and the adoption of prolonged monocropping practices, which have exacerbated the occurrence of various soil-borne and foliar diseases (<xref ref-type="bibr" rid="ref34">Wang et al., 2023</xref>). Among these, leaf spot disease caused by <italic>Alternaria alternata</italic> is the most widespread, resulting in significant yield losses in <italic>P. heterophylla</italic> production (<xref ref-type="bibr" rid="ref34">Wang et al., 2023</xref>). <italic>A. alternata</italic> also causes multiple diseases over 95% of plants either pre-harvest or post-harvest (<xref ref-type="bibr" rid="ref16">Li et al., 2021</xref>), including leaf spot, fruit rot, or blight in major crops (e.g., tobacco, tomato, blueberry, cherry, and sunflower) and medicinal herbs (e.g., <italic>P. heterophylla</italic> and <italic>Codonopsis pilosula</italic>) (<xref ref-type="bibr" rid="ref31">Shi et al., 2022</xref>). Additionally, <italic>A. alternata</italic> produces multiple mycotoxins, including alternariol (AOH), alternariol methyl ether (AME), altertoxin (ALT), alternic acid (AA), which possess genotoxic, hematotoxic, and carcinogenic activities (<xref ref-type="bibr" rid="ref22">Louro et al., 2024</xref>; <xref ref-type="bibr" rid="ref41">Yekeler et al., 2001</xref>).</p>
<p>For the management of diseases caused by <italic>A. alternata</italic>, conventional fungicides are the primary strategy for disease control but raise critical concerns about pathogen resistance, fungicide residues, toxicity to humans and animals, and environmental pollution (<xref ref-type="bibr" rid="ref19">Lim et al., 2017</xref>; <xref ref-type="bibr" rid="ref32">Stegli&#x0144;ska et al., 2023</xref>). Developing resistant cultivars is a theoretically ideal eco-friendly strategy, yet it has limitations including lengthy breeding cycles and continuous germplasm renewal. Biological control, characterized by safety, environmental compatibility, and sustainability, is a core component of global organic agriculture strategies for managing pathogenic microbes during plant growth and storage (<xref ref-type="bibr" rid="ref38">Wu et al., 2019</xref>; <xref ref-type="bibr" rid="ref49">Zheng et al., 2019</xref>).</p>
<p>Notably, recent progress has been made in biocontrol strategies against Alternaria-derived diseases in both pre-harvest and post-harvest settings (<xref ref-type="bibr" rid="ref33">Vasundaradevi et al., 2024</xref>). For instance, diverse bacterial isolates, including <italic>Pseudomonas violacea</italic> strain J-1, <italic>Papiliotrema terrestris</italic>, <italic>Hanseniaspora uvarum</italic>, <italic>Rhodosporidium glutinis</italic>, <italic>Bacillus licheniformis</italic>, and <italic>B. pumilus</italic>, have been isolated from various plants niches (e.g., soil, rhizosphere, and endosphere). These isolates exhibit significant inhibitory effects on <italic>Alternaria</italic> hyphal growth, thereby alleviating <italic>Alternaria</italic>-induced diseases such as kiwifruit soft rot (<xref ref-type="bibr" rid="ref16">Li et al., 2021</xref>), blueberry soft rot (<xref ref-type="bibr" rid="ref18">Li et al., 2024</xref>), tomato rot (<xref ref-type="bibr" rid="ref46">Zahoor et al., 2022</xref>). Specifically, <italic>Bacillus</italic> spp., are a key group of biocontrol microbes, with distinct advantages in plant disease management due to their unique biological traits and pleiotropic antimicrobial mechanisms. These bacteria primarily suppress pathogen proliferation through competitive exclusion of ecological niches and nutrients, secretion of antimicrobial compounds (e.g., lipopeptide antibiotics, hydrolytic enzymes), and induction of systemic resistance (ISR) in plants (<xref ref-type="bibr" rid="ref30">Santoyo et al., 2012</xref>). For instance, <italic>B. amyloliquefaciens</italic> strain S76-1 combats <italic>Fusarium</italic> head blight by secreting iturin A and plipastatin A, the lipopeptides that disrupts fungal cell membranes and inhibit fungal cell growth (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>; <xref ref-type="bibr" rid="ref44">Yuan et al., 2025</xref>). Even though, <italic>Bacillus</italic> spp. have been widely used to control various crop diseases (<xref ref-type="bibr" rid="ref27">Sakiyo and N&#x00E9;meth, 2023</xref>), there is still limited research on biocontrol strategies for managing of <italic>Alternaria</italic> derived diseases in Chinese herbal medicines.</p>
<p>In this study, a broad-spectrum antifungal strain D-1 was isolated from the rhizosphere soil of <italic>P. heterophyllae</italic> (<xref ref-type="bibr" rid="ref8">Deng et al., 2023</xref>). Antifungal assays and <italic>in vivo</italic> biocontrol experiments verified the efficacy of D-1 against <italic>A. alternata</italic>-induced leaf spot disease in <italic>P. heterophylla</italic>. Genomic sequencing and liquid chromatography&#x2013;tandem mass spectrometry (LC&#x2013;MS/MS) were used to characterize the antimicrobial metabolites of D-1 as lipopeptides (LPs). Microscopic analysis revealed morphological changes in <italic>A. alternata</italic> hyphae and spores following treatment with D-1-secreted LPs. Systemic resistance responses induced by LPs were evaluated by analyzing hydrogen peroxide (H&#x2082;O&#x2082;) accumulation and callose deposition in <italic>P. heterophylla</italic>. Additionally, high-performance liquid chromatography (HPLC) and quantitative real-time polymerase chain reaction (qRT-PCR) were employed to assess <italic>A. alternata</italic> mycotoxin production in <italic>P. heterophylla</italic> tuberous roots. Collectively, <italic>B. amyloliquefaciens</italic> strain D-1 provides a novel resource for managing diseases in medicinal herbs and lays a foundation for sustainable development in the Chinese herbal medicine industry.</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>Microorganisms, plants, and chemicals</title>
<p><italic>Bacillus amyloliquefaciens</italic> strain D-1 was isolated via the dilution plating method from the rhizosphere soil of <italic>Pseudostellaria heterophylla</italic>, which was sampled in Shibing County, Guizhou Province, China (27&#x00B0;4&#x2032;21&#x201D;N, 108&#x00B0;8&#x2032;0&#x2033;E) (<xref ref-type="bibr" rid="ref8">Deng et al., 2023</xref>; <xref ref-type="bibr" rid="ref43">Yuan et al., 2024</xref>; <xref ref-type="bibr" rid="ref50">Zhou et al., 2023</xref>) <italic>Alternaria alternata</italic> strain JK3-4, a causal pathogen of leaf spot disease, was isolated from symptomatic <italic>P. heterophylla</italic> leaves (<xref ref-type="bibr" rid="ref34">Wang et al., 2023</xref>). For the evaluation of <italic>in vivo</italic> disease resistance, the <italic>P. heterophylla</italic> cultivar &#x2018;Guishen 1#&#x2019; was used. Luria-Bertani (LB) agar medium and potato dextrose agar (PDA) medium was used to culture strain D-1 and strain JK3-4, respectively (<xref ref-type="bibr" rid="ref43">Yuan et al., 2024</xref>; <xref ref-type="bibr" rid="ref50">Zhou et al., 2023</xref>).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Antagonistic activity of strain D-1 against toxigenic pathogen <italic>A. alternata</italic></title>
<p>Dual-culture antagonism assays were performed to assess the antifungal activity of strain D-1 and its metabolite extract against the toxigenic pathogen <italic>A. alternata</italic> strain JK3-4, following previously established protocols (<xref ref-type="bibr" rid="ref9">Gong et al., 2019</xref>; <xref ref-type="bibr" rid="ref50">Zhou et al., 2023</xref>). Briefly, a 10&#x202F;&#x03BC;L aliquot of <italic>A. alternata</italic> strain JK3-4 conidial suspension (1.0&#x202F;&#x00D7;&#x202F;10<sup>5</sup>&#x202F;CFU/mL) was inoculated at the center of potato dextrose agar (PDA) plates. Subsequently, to evaluate the antifungal efficacy of <italic>B. amyloliquefaciens</italic> strain D-1, its inhibitory activity against <italic>A. alternata</italic> was investigated by two independent methods. In the direct confrontation assay, a plug of the fungus was placed on a PDA plate, and 10&#x202F;&#x03BC;L of bacterial suspension (OD&#x2086;&#x2080;&#x2080;&#x202F;=&#x202F;1.0) was spotted 3&#x202F;cm away, with ddH&#x2082;O serving as a negative control. In the agar well diffusion assay, three wells were punched equidistantly (3&#x202F;cm from the center) around a central fungal colony for the application of the test compound. Two wells were filled with 100&#x202F;&#x03BC;L of metabolite extract, and a third well received 100&#x202F;&#x03BC;L of methanol as a solvent control. The plates were then incubated, and the inhibition zones were measured. Each experiment was replicated three times. All plates were incubated in the dark at 28&#x202F;&#x00B0;C for 5&#x202F;days. After incubation, the radial growth of <italic>A. alternata</italic> strain JK3-4 was measured from the center of the conidial inoculation site to the edge of the mycelial colony. The antifungal inhibition rate was calculated using the following formula: Inhibition rate (%)&#x202F;=&#x202F;[(Control mycelial radius &#x2212; Treated mycelial radius)/Control mycelial radius]&#x202F;&#x00D7;&#x202F;100, where &#x201C;Control mycelial radius&#x201D; refers to the radial growth of <italic>A. alternata</italic> on ddH&#x2082;O-treated plates, and &#x201C;Treated mycelial radius&#x201D; refers to its radial growth on plates challenged with either <italic>B. amyloliquefaciens</italic> strain D-1 or its metabolite extract.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Genome sequencing of strain D-1 and prediction of its secondary metabolite biosynthesis gene clusters</title>
<p>The genome of <italic>B. amyloliquefaciens</italic> strain D-1 (GenBank ID in NCBI: PRJNA1333658) was sequenced using a hybrid approach combining PacBio RS II single-molecule real-time (SMRT) and Illumina sequencing, which was performed by Majorbio Bio-Pharm Technology Co., Ltd. (Shanghai, China). Genomic DNA libraries were prepared using the NEXTFLEX Rapid DNA-Seq Kit and sequenced on an Illumina NovaSeq 6,000 platform with paired-end reads (2&#x202F;&#x00D7;&#x202F;150&#x202F;bp). Raw Illumina reads were processed using fastp (v0.23.0) to remove low-quality reads, reads containing excessive ambiguous bases (N), and short reads. Whole genome of strain D-1 were assembled using Unicycler (v0.4.8), followed by error correction employing the polished clean Illumina reads using Pilon (v1.22) (<xref ref-type="bibr" rid="ref36">Wick et al., 2017</xref>).</p>
<p>Genome annotation was conducted using multiple gene prediction tools: Glimmer<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref> (<xref ref-type="bibr" rid="ref6">Delcher et al., 2007</xref>), GeneMarkS (<xref ref-type="bibr" rid="ref2">Besemer and Borodovsky, 2005</xref>), and Prodigal (<xref ref-type="bibr" rid="ref1">Benson, 1999</xref>). Transfer RNA (tRNA) genes were identified with tRNAscan-SE (v2.0) (<xref ref-type="bibr" rid="ref4">Chan and Lowe, 2019</xref>), and, ribosomal RNA (rRNA) were detected using Barrnap (ver. 0.9<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref>) (<xref ref-type="bibr" rid="ref21">Liu et al., 2019</xref>). Functional annotation of predicted genes was performed via homology-based searches using BLASTP, Diamond, and HMMER against the NR, Swiss-Prot, Pfam, GO, COG, KEGG, and CAZY databases. Secondary metabolite biosynthetic gene clusters were identified using antiSMASH (v5.1.2) with the MiBIG database.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Lipopeptide extraction and identification</title>
<p>Crude lipopeptides (LPs) were extracted using the acid precipitation method, as described in our previous study (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>; <xref ref-type="bibr" rid="ref44">Yuan et al., 2025</xref>). A single colony of <italic>B. amyloliquefaciens</italic> strain D-1 was inoculated into 20&#x202F;mL of LB medium in a 100-mL Erlenmeyer flask, followed by incubation at 28&#x202F;&#x00B0;C for 18&#x202F;h. A 12-mL aliquot of the pre-culture was transferred to 200&#x202F;mL of fresh LB medium in a 500-mL Erlenmeyer flask and incubated for 48&#x202F;h under the same temperature conditions. The bacterial culture was centrifuged at 12,000&#x202F;&#x00D7;&#x202F;g for 20&#x202F;min at 4&#x202F;&#x00B0;C to harvest the culture supernatant (cell-free fraction). The pH of the cell-free supernatant was adjusted to 2.0 using 6&#x202F;M hydrochloric acid (HCl), and the mixture was stirred overnight at 4&#x202F;&#x00B0;C to induce LP precipitation. The resulting precipitate was collected by centrifugation at 12,000&#x202F;rpm for 10&#x202F;min. The precipitate was washed three times with sterile ultrapure water, lyophilized (freeze-dried), and finally resuspended in methanol to obtain a crude LP solution. The identity of the extracted LPs was confirmed using reversed-phase high-performance liquid chromatography (RP-HPLC) and liquid chromatography-mass spectrometry (LC&#x2013;MS), following the protocols established in our previous research (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>).</p>
<p>Briefly, mass spectrometry analysis was conducted using an LC&#x2013;MS-20&#x202F;AD system (Shimadzu Corporation, Tokyo, Japan) equipped with a triple quadrupole mass analyzer and an ESI source operated in full positive scan mode. Chromatographic separation was performed using a C18 reversed-phase column (EXT-C18, 2.7&#x202F;&#x03BC;m&#x202F;&#x00D7;&#x202F;3.0&#x202F;mm&#x202F;&#x00D7;&#x202F;30&#x202F;mm, packed with 5&#x202F;&#x03BC;m particles) maintained at 40&#x202F;&#x00B0;C. The flow rate was set to 0.2&#x202F;mL/min. Mass spectrometry parameters included an ESI ion source operated in positive ion detection mode, a mass range of 100&#x2013;1,500&#x202F;Da, a detection voltage of 1.1&#x202F;kV, a ion source voltage of 4.5&#x202F;kV, and an ion source current of 6.5&#x202F;&#x03BC;A.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Assessment of the biocontrol efficacy of <italic>Bacillus amyloliquefaciens</italic> strain D-1 and its metabolites against the leaf spot disease in <italic>P. heterophylla</italic></title>
<p>The inoculants, comprising fresh cells of strain D-1 (Bc) with OD600 set at 1.0, its fermentation supernatant (Bf), and crude lipopeptides (LPs), were prepared as following our previously described method (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>).</p>
<p><italic>P. heterophylla</italic> seedlings at the eight-leaf stage were transplanted into pots (10&#x202F;cm in diameter) and acclimated in a growth chamber under a photoperiod of 16&#x202F;h light/8&#x202F;h dark, with day/night temperatures maintained at 25/18&#x202F;&#x00B0;C. 10&#x202F;&#x03BC;L of an <italic>A. alternata</italic> spore suspension (1.0&#x202F;&#x00D7;&#x202F;10<sup>5</sup>&#x202F;CFU&#x00B7;mL<sup>&#x2212;1</sup>) was inoculated to the leaf center. At 2&#x202F;days post-inoculation (dpi) with <italic>A. alternata</italic>, the seedlings were sprayed with Bc, Bf, or LPs; sterile double-distilled water (ddH&#x2082;O) was used as the control. All treatments were conducted under 90% relative humidity, with all seedlings maintained in the same growth chamber (under the aforementioned acclimation conditions). Each treatment included 8 independent seedlings. Disease severity was evaluated by lesion area method according to our previous study at 10&#x202F;days post-treatment (dpt) with Bc, Bf, or LPs (<xref ref-type="bibr" rid="ref34">Wang et al., 2023</xref>). The leaves lesion area in pathogen inoculation site was measured by ImageJ (version 1.53&#x202F;t; National Institutes of Health, USA); each treatment calculated 12 leaves.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Inhibition of LPs on spore germination and mycelium</title>
<p>The assay was performed following the method described by <xref ref-type="bibr" rid="ref16">Li et al. (2021)</xref>. Briefly, 50&#x202F;&#x03BC;L of a lipopeptide (LPs) solution (5&#x202F;mg&#x00B7;mL<sup>&#x2212;1</sup>) was added to 5&#x202F;mL of potato dextrose broth (PDB) containing 1.0&#x202F;&#x00D7;&#x202F;10<sup>5</sup>&#x202F;CFU&#x00B7;mL<sup>&#x2212;1</sup> spores of <italic>A. alternata</italic>. At 0, 4, 8, 12, 16, and 24&#x202F;h post-inoculation (hpi), the optical density at 600&#x202F;nm (OD&#x2086;&#x2080;&#x2080;) was measured using a Synergy 2 multimode microplate reader (BioTek Instruments, Winooski, VT, USA). Concurrently, the spore germination rate was determined by microscopic examination using an Olympus BX41 microscope (Olympus Corporation, Tokyo, Japan). After 5&#x202F;days of incubation at 28&#x202F;&#x00B0;C with shaking at 180&#x202F;rpm, hyphal samples were collected, stained with calcofluor white (CFW), and observed under an Olympus IX73 fluorescence microscope (Olympus Corporation, Tokyo, Japan) to evaluate the treatment-induced morphological changes in <italic>A. alternata</italic> mycelia and spores.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Biocontrol of <italic>A. alternata</italic> and mycotoxin production in <italic>P. heterophylla</italic> tuberous roots by LPs</title>
<p>Twenty grams of <italic>P. heterophylla</italic> tuberous roots were placed in a sterilized sterile petri dish. The tuberous roots were then infected with 1&#x202F;mL of <italic>A. alternata</italic> spore suspension (1.0&#x202F;&#x00D7;&#x202F;10<sup>5</sup>&#x202F;CFU&#x00B7;mL<sup>&#x2212;1</sup>) and treated with 1&#x202F;mL of crude lipopeptide (5&#x202F;mg&#x00B7;mL<sup>&#x2212;1</sup>). Control samples were incubated with 1&#x202F;mL of sterile methanol. All samples were incubated at 25&#x202F;&#x00B0;C for 20&#x202F;days, with three independent biological replicates per group. Photographs were taken for documentation, and all tuberous root samples were immediately stored at &#x2212;80&#x202F;&#x00B0;C for subsequent mycotoxin analysis.</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Determination of mycotoxin production in <italic>P. heterophylla</italic> tuberous roots</title>
<p>Five major mycotoxins produced from <italic>A. alternata</italic> were analyzed using the PriboFastx&#x00AE; MFC311 Solid-Phase Extraction Column Test Kit (Pribolab, Qingdao, China), following the kit&#x2019;s recommended protocols. The analytical workflow was as follows: Pre-dried <italic>P. heterophylla</italic> tuberous roots were ground into a fine powder. Exactly 2&#x202F;g of the powdered sample was accurately weighed and transferred to a centrifuge tube. Ten mL of an acetonitrile/water solution (80:16, v/v) containing 0.1% (v/v) formic acid was added to the tube. The mixture was vigorously shaken for 30&#x202F;min to facilitate mycotoxin extraction, then centrifuged at 6000&#x202F;rpm for 5&#x202F;min to separate the supernatant from the solid residue. Four mL of the resulting supernatants were carefully transferred to a new sterile tube and purified using a PriboFastx&#x00AE; MFC311 SPE column to remove interfering substances. The purified filtrate was dried via liquid nitrogen evaporation to concentrate on the mycotoxins. The dried residue was re-dissolved in 8&#x202F;mL of methanol to form a mycotoxin-enriched solution. Two mL of the re-dissolved solution was passed through a 0.45-&#x03BC;m hydrophilic polyethersulfone (PES) filter to remove particulate matter, ensuring compatibility with subsequent chromatographic analysis. The filtered sample solution was subjected to mycotoxin quantification using a high-performance liquid chromatography (HPLC) system equipped with a photodiode array (PDA) detector (Shimadzu, Shanghai, China). For accurate quantitative analysis, analytical standards of the five target mycotoxins were purchased from Sigma-Aldrich (St. Louis, MO, USA): Alternariol (AOH), Alternariol monomethyl ether (AME), Altenuene (ALT), Tenuazonic acid (TeA), Tentoxin (TEN). These standards were used to generate calibration curves, which were applied to calculate the concentration of each mycotoxin in the <italic>P. heterophylla</italic> tuberous root samples.</p>
</sec>
<sec id="sec11">
<label>2.9</label>
<title>Analysis of hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) accumulation and callose deposition in <italic>P. heterophylla</italic></title>
<p>To detect hydrogen peroxide (H&#x2082;O&#x2082;) and callose, leaves of <italic>P. heterophylla</italic> treated with Bc, Bf, or LPs were harvested at 10&#x202F;days post-treatment (dpt). H&#x2082;O&#x2082; accumulation and callose deposition were visualized using previously described methods (<xref ref-type="bibr" rid="ref14">Kumar et al., 2009</xref>; <xref ref-type="bibr" rid="ref24">Millet et al., 2010</xref>; <xref ref-type="bibr" rid="ref44">Yuan et al., 2025</xref>). Briefly, leaves were submerged in a 1&#x202F;mg/mL solution of 3,3&#x2032;-diaminobenzidine (DAB, pH 5.5) for 4&#x202F;h, then boiled in 96% ethanol for 10&#x202F;min to remove chlorophyll and stored in 96% ethanol. H&#x2082;O&#x2082; accumulation was identified by the presence of reddish-brown staining in the treated leaves.</p>
<p>For callose detection, <italic>P. heterophylla</italic> leaves were fixed in a methanol: acetic acid solution (3:1, v/v) for 4&#x202F;h. Following fixation, the leaves were sequentially dehydrated in 70% methanol for 2&#x202F;h and in 50% methanol for an additional 2&#x202F;h. After overnight hydration in deionized water, the leaves were washed three times with water and cleared by treatment with 10% (w/v) sodium hydroxide (NaOH) for 1&#x2013;2&#x202F;h. Following three further water washes, the leaves were stained in a solution containing 0.01% (w/v) aniline blue (Sigma-Aldrich, Shanghai, China) dissolved in 150&#x202F;mM&#x202F;K&#x2082;HPO&#x2084; (pH 9.5) for 3&#x2013;4&#x202F;h. Callose deposition was visualized using a Nikon H600L microscope under UV light illumination.</p>
</sec>
<sec id="sec12">
<label>2.10</label>
<title>Mycotoxin biosynthesis gene expression analysis</title>
<p>To investigate the expression of toxin biosynthesis genes in <italic>A. alternata</italic>, mycelia of <italic>A. alternata</italic> treated with LPs were collected at 20&#x202F;days post-treatment (dpt). Total RNA was isolated using the TransZol Up Plus RNA Kit (TransGen Biotech Co., Ltd., Beijing, China). RNA concentration and quality were assessed using a NanoDrop 2000 microspectrophotometer (Thermo Fisher Scientific, Wilmington, DE, USA) and by 1% agarose gel electrophoresis. First-strand cDNA synthesis was performed via reverse transcription using total RNA as the template and Anchored Oligo(dT)&#x2081;&#x2088; primer (0.5&#x202F;&#x03BC;g/&#x03BC;L), following the protocol provided with the EasyScript&#x00AE; One-Step gDNA Removal and cDNA Synthesis SuperMix Kit (TransGen Biotech Co., Ltd., Beijing, China). The synthesized cDNA was stored at &#x2212;80&#x202F;&#x00B0;C for downstream applications.</p>
<p>Six mycotoxin biosynthesis genes in <italic>A. alternata</italic>&#x2014;including <italic>TES1</italic>, <italic>TES</italic>, <italic>PksJ</italic>, <italic>PksA</italic>, <italic>PksI</italic>, and <italic>PksJF</italic>&#x2014;were selected for quantitative real-time PCR (RT-qPCR) analysis (<xref ref-type="table" rid="tab1">Table 1</xref>). The primers used in this study were intron-spanning PCR primers. The <italic>&#x03B2;-tubulin</italic> gene was used as the endogenous reference gene for <italic>A. alternata</italic>. Relative gene expression levels were calculated using the 2<sup>-&#x0394;CT</sup> method.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Primers used in RT-qPCR analysis.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Gene name</th>
<th align="left" valign="top">Forward primer</th>
<th align="left" valign="top">Reverse primer</th>
<th align="left" valign="top">Gene ID</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle"><italic>benA</italic></td>
<td align="left" valign="middle">GTTGAGAACTCAGACGAGACCTTCTGCATTG</td>
<td align="left" valign="middle">GAACCATGTTGACGGCCAACTTCCTC</td>
<td align="left" valign="middle">MK558218.1</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>PksJ</italic></td>
<td align="left" valign="middle">GTCCCAAATTCCTACCCTCAC</td>
<td align="left" valign="middle">GATAGCCATCGAAAGCATTCCC</td>
<td align="left" valign="middle">ATN-PG05411</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>PksA</italic></td>
<td align="left" valign="middle">CGGTCTATCTCGTCCCTCAA</td>
<td align="left" valign="middle">CGGCGTGCTGTAGTAGTGTAG</td>
<td align="left" valign="middle">ATN-PG11581</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>PksI</italic></td>
<td align="left" valign="middle">TGGCATACGGGTAAGGTCTA</td>
<td align="left" valign="middle">CGTGACGCTCTGGATAGTTC</td>
<td align="left" valign="middle">ATN-PG01857</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>PksJF</italic></td>
<td align="left" valign="middle">CCTTCTTGTCGCCTACTTCAG</td>
<td align="left" valign="middle">AACTCCATCGCATCCTCCAA</td>
<td align="left" valign="middle">ATN-PG07778</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>TES</italic></td>
<td align="left" valign="middle">CTGATAGCCGAGCACTCCAG</td>
<td align="left" valign="middle">TCGGATAAGGCGTTACGTCG</td>
<td align="left" valign="middle">KT947104</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>TES (1)</italic></td>
<td align="left" valign="middle">CCGGACGACATGATGCAATG</td>
<td align="left" valign="middle">ATCGATCCGTCGCTGTTCAA</td>
<td align="left" valign="middle">KT947105</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec13">
<label>2.11</label>
<title>Statistical analyses</title>
<p>The results are presented as mean &#x00B1; standard deviation. Differences were analyzed using Student&#x2019;s <italic>t</italic>-tests and one-way analysis of variance (ANOVA) using Origin software (Version 2018, OriginLab Inc., Northampton, MA, USA).</p>
</sec>
</sec>
<sec sec-type="results" id="sec14">
<label>3</label>
<title>Results</title>
<sec id="sec15">
<label>3.1</label>
<title>Strain D-1 exhibits antifungal activity against <italic>A. alternata</italic></title>
<p>The antifungal activity of <italic>B. amyloliquefaciens</italic> strain D-1 was evaluated using dual-culture antagonism assays, as described in our previous studies (<xref ref-type="bibr" rid="ref9">Gong et al., 2019</xref>; <xref ref-type="bibr" rid="ref50">Zhou et al., 2023</xref>). Results showed that both live bacterial cells (Bc) and cell-free fermentation broth (Bf) significantly inhibited the growth of <italic>A. alternata</italic> (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.0001) (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). <italic>A. alternata</italic> colonies radius was significantly reduced in the presence of strain D-1 (1.6&#x202F;cm) compared with the control (2.5&#x202F;cm). Similarly, treatment with the cell-free fermentation supernatant of D-1 resulted in a smaller colony radius (1.1&#x202F;cm) relative to the control (2.6&#x202F;cm) (<xref ref-type="fig" rid="fig1">Figures 1B</xref>,<xref ref-type="fig" rid="fig1">C</xref>). Notably, the inhibition rate of the cell-free fermentation supernatant against <italic>A. alternata</italic> reached 54.7%, which was significantly higher than that of the live D-1 strain (39.4%) (<xref ref-type="fig" rid="fig1">Figure 1D</xref>). Collectively, these findings demonstrate that <italic>B. amyloliquefaciens</italic> D-1 effectively suppresses <italic>A. alternata</italic>, the causal pathogen of leaf spot disease in <italic>P. heterophylla</italic>, suggesting its potential as a promising biocontrol resource for managing this phytopathogen.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Inhibitory effects of <italic>Bacillus amyloliquefaciens</italic> strain D-1 (Bc) and its cell-free fermentation supernatant (Bf) on <italic>Alternaria alternata</italic>. <bold>(A)</bold> Colony growth inhibition of <italic>A. alternata</italic> at 5&#x202F;days in the control (CK), Bc-treated, and Bf-treated groups. Scale bar&#x202F;=&#x202F;1&#x202F;cm. <bold>(B)</bold> Colony radius of <italic>A. alternata</italic> in the CK (distilled water) and Bc groups. <bold>(C)</bold> Colony radius of <italic>A. alternata</italic> in the CK (methanol) and Bf groups. <bold>(D)</bold> Inhibition rate of <italic>A. alternata</italic> in the Bc- and Bf-treated groups. CK, control group treated with distilled water and methanol; Bc, fresh cells of strain D-1; Bf, cell-free fermentation supernatant. One hole was methanol, 2 and 3 holes was cell-free fermentation supernatant. The bar charts show data from three biological replicates (<italic>n</italic>&#x202F;=&#x202F;3). Values are presented as the mean&#x202F;&#x00B1;&#x202F;standard deviation (SD). Statistical significance: &#x002A;<italic>p</italic>&#x202F;&#x2264;&#x202F;0.05, <italic>&#x002A;&#x002A;&#x002A;&#x002A;p&#x202F;&#x2264;</italic> 0.0001.</p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three petri dishes labeled CK, Bc, and Bf show different culture growths. The CK and Bc dishes display fungal colonies, while the Bf dish has distinct zones marked 1, 2, and 3. Graphs B, C, and D compare semidiameter measurements and inhibition rates, indicating significant differences between CK, Bc, and Bf. A scale bar indicates 1 cm.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec16">
<label>3.2</label>
<title>Genome assembly and antifungal metabolite biosynthesis gene clusters prediction of strain D-1</title>
<p>Genome sequencing analysis of <italic>B. amyloliquefaciens</italic> strain D-1 revealed a genome size of 3,980,777&#x202F;bp with a GC content of 46.46%. The genome encodes 3,829 protein-coding genes (CDS), 86 tRNA genes, and 27 rRNA genes (<xref ref-type="fig" rid="fig2">Figure 2A</xref> and <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Genome map of <italic>Bacillus amyloliquefaciens</italic> strain D-1 and biosynthetic gene clusters of cyclic lipopeptides. <bold>(A)</bold> Circular genome map of strain D-1. Tracks from the outside to the center represent protein-coding genes colored by functional categories, gene distribution on the forward and reverse strands, genomic structural domains, GC content deviation, and GC skew. <bold>(B)</bold> Biosynthetic gene clusters (BGCs) of fengycins, iturins, and surfactins in strain D-1.</p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Circular genome map highlighting functional categories with an extensive color legend. Inner rings display GC content and skew. Below, linear gene cluster diagrams for fengycins, iturins, and surfactins with gene labels and position markers.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Gene assembly and prediction of D-1 strain.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Item</th>
<th align="center" valign="top">D-1</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Genome size</td>
<td align="center" valign="middle">3,980,777</td>
</tr>
<tr>
<td align="left" valign="middle">Number of total reads</td>
<td align="center" valign="middle">3,522,567</td>
</tr>
<tr>
<td align="left" valign="middle">GC content (%)</td>
<td align="center" valign="middle">46.46</td>
</tr>
<tr>
<td align="left" valign="middle">Number of CDSs</td>
<td align="center" valign="middle">3,829</td>
</tr>
<tr>
<td align="left" valign="middle">Number of rRNAs</td>
<td align="center" valign="middle">27</td>
</tr>
<tr>
<td align="left" valign="middle">Number of tRNAs</td>
<td align="center" valign="middle">86</td>
</tr>
<tr>
<td align="left" valign="middle">Number of sRNAs</td>
<td align="center" valign="middle">81</td>
</tr>
<tr>
<td align="left" valign="middle">Number of Chromo</td>
<td align="center" valign="middle">1</td>
</tr>
<tr>
<td align="left" valign="middle">Gene cluster</td>
<td align="center" valign="middle">12</td>
</tr>
<tr>
<td align="left" valign="middle">Genes assigned to NR</td>
<td align="center" valign="middle">3,825</td>
</tr>
<tr>
<td align="left" valign="middle">Genes assigned to GO</td>
<td align="center" valign="middle">2,858</td>
</tr>
<tr>
<td align="left" valign="middle">Genes assigned to KEGG</td>
<td align="center" valign="middle">2,234</td>
</tr>
<tr>
<td align="left" valign="middle">Genes assigned to COG</td>
<td align="center" valign="middle">3,044</td>
</tr>
<tr>
<td align="left" valign="middle">Genes assigned to Pfam</td>
<td align="center" valign="middle">3,379</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Prediction of secondary metabolite biosynthetic gene clusters (BGCs) in strain D-1 using antiSMASH (v5.1.2) identified at least nine putative biosynthetic pathways, including those for lipopeptides, polyketides, and terpenoids. Notably, the BGCs for fengycin, difficidin, bacillaene, bacillibactin, bacilysin, and macrolactin H showed 100% similarity to their respective reference clusters in the MiBIG database, while the surfactin biosynthetic cluster exhibited 82% similarity to its reference. These findings suggest that strain D-1 has high potential to synthesize these secondary metabolites, with detailed information on each BGC provided in <xref ref-type="table" rid="tab3">Table 3</xref>. Collectively, genomic analysis highlights <italic>B. amyloliquefaciens</italic> D-1&#x2019;s capacity to produce lipopeptides and polyketides&#x2014;key classes of antifungal metabolites&#x2014;thereby reinforcing its antifungal potential.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>The biosynthetic gene clusters of secondary metabolites in D-1 strain predicted by antiSMASH.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Similar cluster</th>
<th align="center" valign="top">Start (bp)</th>
<th align="center" valign="top">End (bp)</th>
<th align="center" valign="top">Similarity (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Fengycin</td>
<td align="center" valign="middle">1,865,756</td>
<td align="center" valign="middle">2,000,067</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Difficidin</td>
<td align="center" valign="middle">2,269,991</td>
<td align="center" valign="middle">2,376,174</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Bacillibactin</td>
<td align="center" valign="middle">3,051,862</td>
<td align="center" valign="middle">3,103,654</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Bacilysin</td>
<td align="center" valign="middle">3,639,963</td>
<td align="center" valign="middle">3,681,382</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Macrolactin H</td>
<td align="center" valign="middle">1,384,085</td>
<td align="center" valign="middle">1,471,921</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Bacillaene</td>
<td align="center" valign="middle">1,691,449</td>
<td align="center" valign="middle">1,801,024</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Surfactin</td>
<td align="center" valign="middle">323,409</td>
<td align="center" valign="middle">387,387</td>
<td align="center" valign="middle">82</td>
</tr>
<tr>
<td align="left" valign="middle">Butirosin A/B</td>
<td align="center" valign="middle">924,056</td>
<td align="center" valign="middle">965,301</td>
<td align="center" valign="middle">7</td>
</tr>
<tr>
<td align="left" valign="middle">Unknown terpenes</td>
<td align="center" valign="middle">2,028,704</td>
<td align="center" valign="middle">2,050,588</td>
<td align="center" valign="middle">&#x2013;</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Further Clusters of Orthologous Groups (COG) functional annotation uncovered gene clusters encoding the lipopeptide biosynthetic machinery, including those for surfactins, iturin A, and plipastatin (fengycin B). The surfactin A biosynthetic cluster contains four core genes: <italic>srfAA</italic>, <italic>srfAB</italic>, <italic>srfAC</italic>, and <italic>srfATE</italic>. The iturin A biosynthetic cluster harbors three key genes: <italic>ituA</italic>, <italic>ituB</italic>, and <italic>ituC</italic>. Additionally, a distinct BGC associated with plipastatin biosynthesis was identified, including five key biosynthetic genes: <italic>ppsA</italic>, <italic>ppsB</italic>, <italic>ppsC</italic>, <italic>ppsD</italic>, and <italic>ppsF</italic> (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). Collectively, these genomic insights confirm that <italic>B. amyloliquefaciens</italic> strain D-1 possesses the complete genetic blueprint for synthesizing lipopeptide antimicrobial compounds, further underscoring its potential as a robust biocontrol agent against phytopathogens.</p>
</sec>
<sec id="sec17">
<label>3.3</label>
<title>Purification and identification of lipopeptides from strain D-1</title>
<p>HPLC analysis identified three major compound classes, with retention times for fengycins, iturins, and surfactins observed at 38.126&#x2013;59.746&#x202F;min, 60.327&#x2013;64.860&#x202F;min, and 86.829&#x2013;96.593&#x202F;min, respectively (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). Based on subsequent characterization by HPLC&#x2013;ESI-MS and comparison with references (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>), the molecular weight spectra of the secondary metabolites were consistent with those of cyclic lipopeptides produced by Bacillus species, including fengycins, iturins, and surfactins. Molecular ion peaks [M&#x202F;+&#x202F;H]<sup>+</sup> were detected at m/z 1,436, 1,449,1,461, 1,478, 1,491 and 1,506 for fengycins (<xref ref-type="fig" rid="fig3">Figure 3B</xref>); at m/z 1,044, 1,058, 1,073, and 1,086 for iturins (<xref ref-type="fig" rid="fig3">Figure 3C</xref>); and m/z 1,008, 1,022, 1,036, and 1,050 for surfactins (<xref ref-type="fig" rid="fig3">Figure 3D</xref>). Each compound class exhibited a 14&#x202F;Da mass differences between consecutive homologs, indicating variation in fatty acid chain lengths within each group (CH&#x2082;&#x202F;=&#x202F;14&#x202F;Da) (<xref ref-type="table" rid="tab4">Table 4</xref>). Collectively, these findings confirm that strain D-1 synthesizes three major classes of cyclic lipopeptides: fengycin, iturin, and surfactin.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Identification of cyclic lipopeptides in <italic>Bacillus amyloliquefaciens</italic> strain D-1 using HPLC-MS. <bold>(A)</bold> Total ion chromatogram (TIC) of lipopeptides extracted from strain D-1, showing retention time ranges corresponding to fengycins, iturins, and surfactins. <bold>(B&#x2013;D)</bold> Primary structures of representative members of the three lipopeptide families: fengycins <bold>(B)</bold>, iturins <bold>(C)</bold>, and surfactins <bold>(D).</bold></p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Chromatograms and mass spectra are displayed in four panels. Panel A shows a chromatogram indicating intensity over time for Fengycins, Iturins, and Surfactins. Panels B, C, and D display mass spectra with molecular structures, detailing intensity versus m/z ratios, highlighting peaks with m/z values like 1135, 1434, and 1068. Chemical structures of compounds are illustrated alongside the spectra.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>The mass spectrometry of cyclic lipopeptides in strain D-1.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Compounds</th>
<th align="center" valign="top">Mass peaks(m/z)</th>
<th align="left" valign="top">Assignments</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="6">Fengycins<break/>(Plipastains)</td>
<td align="center" valign="middle">1435.7[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C14-FengycinA</td>
</tr>
<tr>
<td align="center" valign="middle">1449.9[M&#x202F;+&#x202F;H]<sup>+</sup>, 1471.8[M&#x202F;+&#x202F;Na]<sup>+</sup></td>
<td align="left" valign="middle">C15-FengycinA</td>
</tr>
<tr>
<td align="center" valign="middle">1461.9[M&#x202F;+&#x202F;H]<sup>+</sup>, 1483.8[M&#x202F;+&#x202F;Na]<sup>+</sup></td>
<td align="left" valign="middle">C16-FengycinA</td>
</tr>
<tr>
<td align="center" valign="middle">1478.1[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C17-FengycinA</td>
</tr>
<tr>
<td align="center" valign="middle">1492.0[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C16-FengycinB</td>
</tr>
<tr>
<td align="center" valign="middle">1506.2[M&#x202F;+&#x202F;H]<sup>+</sup>, 1528.1[M&#x202F;+&#x202F;Na]<sup>+</sup></td>
<td align="left" valign="middle">C17-FengycinB</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Iturins</td>
<td align="center" valign="middle">1044.1[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C14-ItutinA</td>
</tr>
<tr>
<td align="center" valign="middle">1058.5[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C15-ItutinA</td>
</tr>
<tr>
<td align="center" valign="middle">1073.1[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C16-ItutinA</td>
</tr>
<tr>
<td align="center" valign="middle">1086.7[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C17-ItutinA</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Surfactins</td>
<td align="center" valign="middle">1008.5[M&#x202F;+&#x202F;H]<sup>+</sup>, 1,031[M&#x202F;+&#x202F;Na]<sup>+</sup>, 1,046[M&#x202F;+&#x202F;K]<sup>+</sup></td>
<td align="left" valign="middle">C13-Surfactin</td>
</tr>
<tr>
<td align="center" valign="middle">1022.4[M&#x202F;+&#x202F;H]<sup>+</sup></td>
<td align="left" valign="middle">C14-Surfactin</td>
</tr>
<tr>
<td align="center" valign="middle">1036.5[M&#x202F;+&#x202F;H]<sup>+</sup>, 1,058[M&#x202F;+&#x202F;Na]<sup>+</sup>, 1,075[M&#x202F;+&#x202F;K]<sup>+</sup></td>
<td align="left" valign="middle">C15-Surfactin</td>
</tr>
<tr>
<td align="center" valign="middle">1050.0[M&#x202F;+&#x202F;H]<sup>+</sup>, 1072.7[M&#x202F;+&#x202F;Na]<sup>+</sup>, 1088.9[M&#x202F;+&#x202F;K]<sup>+</sup></td>
<td align="left" valign="middle">C16-Surfactin</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec18">
<label>3.4</label>
<title>Strain D-1 exhibits high biocontrol potential against the leaf spot disease of <italic>P. heterophylla</italic> caused by <italic>A. alternata</italic></title>
<p>A pot experiment was conducted to evaluate the biocontrol efficacy of Bc, Bf, and LPs. Foliar application of Bc, Bf, and LPs significantly suppressed the leaf spot development in <italic>P. heterophylla</italic> (<xref ref-type="fig" rid="fig4">Figure 4A</xref>). In contrast, water-treated control showed unrestricted mycelial colonization by <italic>A. alternata</italic> on the undersurfaces of leaves, with extensive hyphal growth observed (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). Treatment with Bc or Bf restricted mycelial invasion, though slight dehydration was observed at pathogen inoculation sites. Notably, LP-treated leaves exhibited complete inhibition of surface mycelia, with no hyphal penetration detected on leaf surfaces (<xref ref-type="fig" rid="fig4">Figure 4B</xref>). The mean disease lesion area in the control group (0.66&#x202F;cm<sup>2</sup>) was significantly larger than that in treatments with Bf (0.40&#x202F;cm<sup>2</sup>), Bc (0.23&#x202F;cm<sup>2</sup>), and LPs (0.05&#x202F;cm<sup>2</sup>) groups (<xref ref-type="fig" rid="fig4">Figure 4C</xref>). Notably, LPs exhibited highest biocontrol activity against <italic>A. alternata</italic>, outperforming both Bc and Bf. These findings indicate that <italic>B. amyloliquefaciens</italic> strain D-1 and its metabolites, particularly lipopeptides, possess robust biocontrol potential against <italic>A. alternata</italic>-induced leaf spot disease in <italic>P. heterophylla</italic>.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Biocontrol efficacy of <italic>Bacillus amyloliquefaciens</italic> strain D-1 and its metabolites against leaf spot disease in <italic>Pseudostellaria heterophylla</italic>. <bold>(A)</bold> Biocontrol efficacy of live cells (Bc), cell-free fermentation supernatant (Bf), and crude lipopeptides (LPs) against leaf spot disease in <italic>P. heterophylla</italic> at 10- and 30-days post-treatment. <bold>(B)</bold> Visualization of lesion areas on the adaxial and abaxial leaf surfaces of <italic>P. heterophylla</italic> in the Bc-, Bf-, and LP-treated groups. Scale bar&#x202F;=&#x202F;1&#x202F;cm. <bold>(C)</bold> Quantification of lesion areas at the inoculation sites on <italic>P. heterophylla</italic> leaves in the Bc-, Bf-, and LP-treated groups. Scale bar&#x202F;=&#x202F;1&#x202F;cm. Data are presented as the mean&#x202F;&#x00B1;&#x202F;standard deviation from 12 biological replicates (<italic>n</italic>&#x202F;=&#x202F;12). Different letters above bars indicate significant differences determined by one-way ANOVA followed by Tukey&#x2019;s multiple comparisons test (<italic>p</italic>&#x202F;&#x2264;&#x202F;0.0001).</p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Plants in pots are shown at 10 and 30 days for different treatments: CK, Bf, Bc, and LPs, with visible growth differences. The lesion areas on leaves are highlighted, with comparisons of front and back views. A bar chart compares lesion areas, showing varying severity among treatments.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec19">
<label>3.5</label>
<title>Inhibitory effect of lipopeptides against hyphae growth and spore germination of <italic>A. alternata</italic></title>
<p>Microscopic analysis revealed that treatment of <italic>A. alternata</italic> with crude lipopeptide (LPs) extract significantly inhibited mycelial development and branching (<xref ref-type="fig" rid="fig5">Figure 5A</xref>). Compared with the untreated control, LP-treated samples exhibited a 59.9% reduction in hyphal branch density, from 172 to 69 branches/mm<sup>2</sup> (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). Additionally, the antifungal effect on spore germination was assessed following treatment with crude LP extract, which resulted in significant suppression of germination (<xref ref-type="fig" rid="fig5">Figures 5C</xref>,<xref ref-type="fig" rid="fig5">D</xref>). Relative to the untreated control, nearly complete inhibition of spore germination was observed after 20&#x202F;h of co-incubation in LPs-treated samples (<xref ref-type="fig" rid="fig5">Figures 5C</xref>,<xref ref-type="fig" rid="fig5">D</xref>). Collectively, these findings indicate that the lipopeptides inhibit <italic>A. alternata</italic> growth and development by disrupting hyphal branching and sporulation, thereby impeding fungal proliferation.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Inhibitory effects of cyclic lipopeptides (LPs) from <italic>Bacillus amyloliquefaciens</italic> strain D-1 on hyphal branching and spore germination of <italic>Alternaria alternata</italic>. <bold>(A)</bold> Representative fluorescence microscopy images showing hyphal branching (marked with red arrows) in the control (CK) and LP-treated groups. <bold>(B)</bold> Quantification of hyphal branch density (number of branches per mm<sup>2</sup>) in the CK and LP-treated groups. <bold>(C)</bold> Microscopic observation of <italic>A. alternata</italic> spore germination at 0 and 16&#x202F;h in the CK and LP-treated groups. <bold>(D)</bold> Growth curve of <italic>A. alternata</italic> based on OD&#x2086;&#x2080;&#x2080; values over a 20-h incubation period in the CK and LP-treated groups. Data are presented as the mean&#x202F;&#x00B1;&#x202F;standard deviation (SD) from three biological replicates. Statistical significance: &#x002A;&#x002A;&#x002A; indicates significant differences at <italic>p</italic>&#x202F;&#x2264;&#x202F;0.001.</p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A shows two fluorescently stained samples labeled CK and LPs, with red arrowheads indicating branch structures; CK shows more branches. Panel B displays a bar graph showing the number of branches, with CK having a significantly higher count than LPs. Panel C presents microscopic images at 0 hours and 16 hours, showing more growth in the left images. Panel D illustrates a line graph comparing optical density over 20 hours, with CK increasing over time and LPs remaining relatively stable.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec20">
<label>3.6</label>
<title>Inhibitory effect of lipopeptides against mycotoxins biosynthesis of <italic>A. alternata</italic></title>
<p>Following 20&#x202F;days of treatment with LPs on <italic>A. alternata</italic>-infected <italic>P. heterophylla</italic> tuberous roots, infection assessments demonstrated significantly reduced <italic>A. alternata</italic> colonization compared to control samples, which exhibited dense mycelial growth (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). HPLC-FAD analysis quantified mycotoxin levels in LPs-treated and control group, revealing significant reductions in the concentrations of alternariol (ALT, 13.70&#x202F;&#x03BC;g/g vs. 59.5&#x202F;&#x03BC;g/g), alternarol (AOH, 8.7&#x202F;&#x03BC;g/g vs. 467.9&#x202F;&#x03BC;g/g), alternaria monomethyl ether (AME, 41.0&#x202F;&#x03BC;g/g vs. 229.4&#x202F;&#x03BC;g/g), tenuazonic acid (TeA, 110.1&#x202F;&#x03BC;g/g vs. 737.2&#x202F;&#x03BC;g/g), and tentoxin (TEN, 20.3&#x202F;&#x03BC;g/g vs. 148.8&#x202F;&#x03BC;g/g) in LP-treated samples (<xref ref-type="fig" rid="fig6">Figures 6B</xref>,<xref ref-type="fig" rid="fig6">C</xref>). Previous studies have identified polyketide synthase (PKS) genes (<italic>PKSJ</italic>, <italic>PKSA</italic>, <italic>PKSI</italic>, and <italic>PKSJF</italic>) as key biosynthetic genes for alternariol (ALT), alternariol methyl ether (AME), and tenuazonic acid (TeA), while non-ribosomal peptide synthase (NRPS) genes (<italic>TES</italic> and <italic>TES1</italic>) were found to regulate TEN biosynthesis (<xref ref-type="bibr" rid="ref45">Yun et al., 2015</xref>). Quantitative real-time PCR (qRT-PCR) analysis revealed that relative expression levels of <italic>PKSJ</italic>, <italic>PKSA</italic>, <italic>PKSI</italic>, <italic>PKSJF</italic>, <italic>TES</italic>, and <italic>TES1</italic> were significantly downregulated in treated samples compared to controls, showing reductions of 5.0-, 5.8-, 1.6-, 9.0-, 3.0-, and 2.5-fold, respectively (<xref ref-type="fig" rid="fig7">Figure 7</xref>). Collectively, these findings indicate that LPs from strain D-1 effectively suppress Alternaria mycotoxin biosynthesis&#x2014;including alternariol (ALT), tenuazonic acid (TeA), tentoxin (TEN), alternariol monomethyl ether (AME), and altertoxin (AOH)&#x2014;by regulating the expression of key biosynthesis genes.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Inhibitory effect of cyclic lipopeptides (LPs) from <italic>Bacillus amyloliquefaciens</italic> strain D-1 on mycotoxin production by <italic>Alternaria alternata</italic> in <italic>Pseudostellaria heterophylla</italic> tuberous roots. <bold>(A)</bold> Visualization of <italic>A. alternata</italic> colonization in <italic>P. heterophylla</italic> tuberous roots after 20&#x202F;days of co-incubation with LP treatment or sterile methanol (control, CK)<bold>. (B,C)</bold> Relative concentrations of mycotoxins alternariol (ALT), tenuazonic acid (TeA), tentoxin (TEN), altertoxin (AOH) and alternariol monomethyl ether (AME), in <italic>P. heterophylla</italic> tuberous roots co-incubated with <italic>A. alternata</italic>, quantified by HPLC-PDA (photodiode array detector). Data in bar charts are from three biological replicates (<italic>n</italic>&#x202F;=&#x202F;3) and presented as the mean&#x202F;&#x00B1;&#x202F;standard deviation (SD). Statistical significance: &#x002A;&#x002A;&#x002A;&#x002A; Indicates significant differences at <italic>p</italic>&#x202F;&#x2264;&#x202F;0.0001.</p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A displays two dishes labeled "CK" and "LPs," each containing distinct root samples. Panel B shows a graph comparing intensity over time for the two samples, labeled CK and LPs. Panel C contains four bar charts comparing the relative content of ALT, TeA, TEN, AOH, and AME between CK and LPs samples, with CK consistently showing higher values. Scale bar indicates 1 centimeter.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Relative expression levels of key mycotoxin biosynthesis genes in <italic>Alternaria alternata</italic> treated with cyclic lipopeptides (LPs). Data in the bar chart are from three biological replicates (<italic>n</italic>&#x202F;=&#x202F;3) and presented as the mean&#x202F;&#x00B1;&#x202F;standard deviation (SD). Statistical significance: &#x002A;, &#x002A;&#x002A;, &#x002A;&#x002A;&#x002A;, and &#x002A;&#x002A;&#x002A;&#x002A; indicate significant differences at <italic>p</italic>&#x202F;&#x2264;&#x202F;0.05, <italic>p</italic>&#x202F;&#x2264;&#x202F;0.01, <italic>p</italic>&#x202F;&#x2264;&#x202F;0.001, and <italic>p</italic>&#x202F;&#x2264;&#x202F;0.0001, respectively.</p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar charts displaying relative expression levels of TES(1), TES, PKSJ, PKSA, PKSI, and PKSJF in CK and LPs samples. TES(1) and TES show significant reductions in LPs marked by an asterisk. PKSJ shows a highly significant reduction marked by four asterisks. PKSA displays a significant decrease with two asterisks, PKSI with two asterisks, and PKSJF with three asterisks. Error bars indicate variability in expression levels.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec21">
<label>3.7</label>
<title>Strain D-1 induced systemic resistance of <italic>P. heterophylla</italic> against the leaf spot pathogens</title>
<p>H&#x2082;O&#x2082; accumulation and callose deposition serve as a critical indicator of plants disease resistance (<xref ref-type="bibr" rid="ref38">Wu et al., 2019</xref>). In this study, H&#x2082;O&#x2082; accumulation (brown-yellow spots) were evaluated in <italic>P. heterophylla</italic> leaves treated with strain Bc, Bf, or LPs. Compared with control plants, reduced H&#x2082;O&#x2082; accumulation was observed at the <italic>A. alternata</italic> inoculation sites in Bf-, Bc-, and LP-treated leaves (<xref ref-type="fig" rid="fig8">Figure 8A</xref>). Conversely, non-inoculated regions of treated leaves exhibited elevated H&#x2082;O&#x2082; levels. Notably, Bc- and LP-treated leaves showed greater H&#x2082;O&#x2082; accumulation than Bf-treated samples in non-inoculated regions.</p>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Induction of systemic resistance in <italic>Pseudostellaria heterophylla</italic> by <italic>Bacillus amyloliquefaciens</italic> strain D-1 and its cyclic lipopeptides (LPs) against leaf spot disease. <bold>(A)</bold> Accumulation of hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) in <italic>P. heterophylla</italic> leaves under different treatments, and quantification of lesion gray values. <bold>(B)</bold> Callose deposition in <italic>P. heterophylla</italic> leaves under different treatments, and quantification of fluorescence intensity. Scale bar&#x202F;=&#x202F;1&#x202F;cm.</p>
</caption>
<graphic xlink:href="fmicb-17-1732585-g008.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A shows cross-sections of plant tissues treated with H2O, Bf, Bc, and LPs. Adjacent graphs display gray value fluctuations over a 1.5 cm distance. Panel B presents fluorescence microscopy images corresponding to each treatment, with accompanying graphs illustrating gray value changes over a 14 cm distance.</alt-text>
</graphic>
</fig>
<p>Additionally, callose deposition (blue fluorescent deposits) was quantified in <italic>P. heterophylla</italic> leaves treated with Bc, Bf, or LPs. Relative to control plants, non-inoculated regions of treated leaves displayed increased callose accumulation. Similarly, Bc- and LP-treated leaves exhibited greater callose deposition than Bf-treated samples in non-inoculated regions (<xref ref-type="fig" rid="fig8">Figure 8B</xref>). These results suggest that strain D-1 and its lipopeptides can elicit a stronger oxidative stress response in planta against the pathogen, contributing to enhanced systemic resistance.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec22">
<label>4</label>
<title>Discussion</title>
<sec id="sec23">
<label>4.1</label>
<title>Biocontrol potential of <italic>Bacillus amyloliquefaciens</italic> D-1 against <italic>Alternaria alternata</italic></title>
<p><italic>Bacillus</italic> species have emerged as pivotal biocontrol agents in agricultural systems, owing to their capacity to inhibit fungal pathogens and suppress disease development in crops, fruits, and vegetables (<xref ref-type="bibr" rid="ref3">Bi et al., 2023</xref>; <xref ref-type="bibr" rid="ref28">Salazar et al., 2023</xref>). These bacteria exhibit broad-spectrum antagonism against phytopathogenic fungi, including <italic>A. brassicicola</italic> (<xref ref-type="bibr" rid="ref37">Wu et al., 2021</xref>), <italic>Magnaporthe oryzae</italic> (<xref ref-type="bibr" rid="ref15">Li et al., 2018</xref>), <italic>Botrytis cenerea</italic> (<xref ref-type="bibr" rid="ref29">Samaras et al., 2021</xref>; <xref ref-type="bibr" rid="ref42">Yu et al., 2022</xref>), <italic>Ralstonia solanacearum</italic> (<xref ref-type="bibr" rid="ref40">Yang et al., 2023</xref>), <italic>Fusarium graminearium</italic> (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>), and <italic>F. oxysporum</italic> (<xref ref-type="bibr" rid="ref15">Li et al., 2018</xref>). The present study demonstrates that <italic>B. amyloliquefaciens strain</italic> D-1 possesses significant potential for the biocontrol of <italic>A. alternata</italic>-induced disease<italic>s</italic>. The observed antifungal efficacy, particularly of the cell-free fermentation supernatant (Bf), is consistent with findings from other studies on <italic>Bacillus</italic> spp. (<xref ref-type="bibr" rid="ref9001">Zhao et al., 2022</xref>). These results highlight the potential of <italic>B. amyloliquefaciens</italic> strain D-1 as a novel biocontrol candidate for managing <italic>A. alternata</italic>-induced diseases in <italic>P. heterophylla</italic> and other economically important crops.</p>
</sec>
<sec id="sec24">
<label>4.2</label>
<title>Genomic and metabolic insights into antifungal lipopeptide production</title>
<p>Genome mining of <italic>B. amyloliquefaciens</italic> D-1 revealed a rich potential for secondary metabolite synthesis, identifying nine putative biosynthetic gene clusters, including those for the key antifungal lipopeptides such as fengycin, iturin, and surfactin. The high sequence similarity (82&#x2013;100%) of these clusters to reference genomes is consistent with findings in other biocontrol <italic>Bacillus</italic> strains, such as the model organism <italic>B. velezensis</italic> FZB42, which also possesses a similar repertoire of lipopeptide clusters crucial for its broad-spectrum antagonism (<xref ref-type="bibr" rid="ref5">Chen et al., 2007</xref>). Notably, the surfactin cluster in strain D-1 exhibited a relatively lower identity (82%), suggesting potential structural variations. This result aligns with previous reports where the variations in lipopeptide synthetase gene cluster can lead to novel structural homologs with potentially enhancement bioactivity (<xref ref-type="bibr" rid="ref47">Zeng et al., 2025</xref>). HPLC-MS analysis confirmed the production of these lipopeptide families, with mass spectra showing characteristic 14&#x202F;Da intervals between homologs, corresponding to fatty acid chain length variations. This pattern of producing multiple lipopeptide homologs is a well-documented strategy in <italic>Bacillus</italic> spp., as demonstrated in <italic>B. amyloliquefaciens</italic> S76-3 (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>), where the synergistic interaction between different lipopeptides resulted in superior antifungal efficacy. The ability of strain D-1 to co-produce these potent lipopeptides, particularly the high antifungal activity associated with iturin and fengycin families (<xref ref-type="bibr" rid="ref25">Ongena and Jacques, 2008</xref>), provides a compelling molecular basis for its strong biocontrol performance observed <italic>in vitro</italic> and in planta against <italic>A. alternata</italic>.</p>
</sec>
<sec id="sec25">
<label>4.3</label>
<title>Antifungal mechanisms of <italic>B. amyloliquefaciens</italic> D-1-derived lipopeptides</title>
<p>Previous studies have demonstrated that beneficial bacteria directly antagonize soil-borne phytopathogenic fungi and oomycetes by secreting antifungal compounds, including cyclic lipopeptides and volatile organic compounds (VOCs) (<xref ref-type="bibr" rid="ref35">Wang et al., 2024</xref>). In this study, strain D-1 was found to directly inhibit <italic>A. alternata</italic> hyphal growth, branching, and spore germination through the production of cyclic lipopeptides. Cyclic lipopeptides from <italic>Bacillus</italic>, <italic>Pseudomonas</italic>, <italic>Burkholderia</italic>, and cyanobacteria exert their antimicrobial effects via strong amphiphilic properties that enable rapid insertion into fungal cell membranes, disrupting lipid bilayers and causing cytosolic leakage (<xref ref-type="bibr" rid="ref7">Deleu et al., 2008</xref>; <xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>; <xref ref-type="bibr" rid="ref11">Gu et al., 2017</xref>; <xref ref-type="bibr" rid="ref23">Melo et al., 2016</xref>). Specifically, iturin A and plipastatin A from <italic>B. amyloliquefaciens</italic> strain S76-3 induce severe morphological changes in <italic>Fusarium graminearum</italic> conidia and hyphae, including vacuolation, cytoplasmic leakage, and cellular inactivation (<xref ref-type="bibr" rid="ref10">Gong et al., 2015</xref>). These findings suggest that strain D-1 disrupts <italic>A. alternata</italic> cell membranes through cyclic lipopeptides, thereby inhibiting fungal proliferation.</p>
<p>Additionally, previous studies have shown that <italic>Bacillus</italic> species can prime systemic resistance in plants, reducing disease incidence through activation of defense mechanisms (<xref ref-type="bibr" rid="ref39">Xia et al., 2024</xref>). These responses include H&#x2082;O&#x2082; accumulation and callose deposition, which are hallmarks of plants immune activation (<xref ref-type="bibr" rid="ref38">Wu et al., 2019</xref>). In this study, strain D-1 induced significant systemic resistance in <italic>P. heterophylla</italic>, as evidenced by elevated H&#x2082;O&#x2082; accumulation and callose deposition in non-inoculated leaf regions. Specifically, Bc- and LP-treated plants exhibited significantly higher H&#x2082;O&#x2082; levels and callose deposition compared to Bf-treated and control plants. These findings suggest that both Bc and LPs contribute to systemic resistance induction, potentially acting synergistically to enhance plants immunity.</p>
</sec>
<sec id="sec26">
<label>4.4</label>
<title>The potential function of <italic>B. amyloliquefaciens</italic> strain D-1 on mycotoxin management</title>
<p>Mycotoxin contamination, caused by phytopathogenic fungi such as <italic>Fusarium</italic> and <italic>Alternaria</italic>, represents a critical challenge to the safety of medicinal herbs and crops (<xref ref-type="bibr" rid="ref17">Li et al., 2025</xref>). Beyond direct pathogen inhibition, an ideal biocontrol agent should also mitigate the impact of these toxic secondary metabolites. Our results indicate that lipopeptides from <italic>B. amyloliquefaciens</italic> D-1 effectively suppress the production of key <italic>Alternaria mycotoxins,</italic> including alternariol (AOH), alternariol monomethyl ether (AME), tenuazonic acid (TeA), and tentoxin (TEN). This suppression is likely achieved through the downregulation of core biosynthetic genes, a phenomenon consistent with recent findings that microbial antagonistic compounds can disrupt the transcriptional regulation of fungal secondary metabolism (<xref ref-type="bibr" rid="ref48">Zhang et al., 2024</xref>). The ability of <italic>Bacillus</italic>-derived metabolites to interfere with mycotoxin biosynthesis pathways adds a crucial layer to their biocontrol profile, as preventing toxin accumulation is often more desirable than post-hoc removal (<xref ref-type="bibr" rid="ref45">Yun et al., 2015</xref>).</p>
<p>Furthermore, certain <italic>Bacillus</italic> strains exhibit the capacity to degrade mycotoxins. This aligns with our observation of mycotoxin reduction and is supported by independent studies on strain D-1, which has been shown to biodegrade zearalenone into non-toxic metabolites (<xref ref-type="bibr" rid="ref8">Deng et al., 2023</xref>). This dual capability, inhibiting biosynthesis and degrading existing toxins, is also reported in other biocontrol agents. For example, <italic>B. velezensis</italic> LS01 could simultaneously inhibit aflatoxin production and degrade aflatoxin B1 (<xref ref-type="bibr" rid="ref20">Liu et al., 2023</xref>). The combination of these two mechanisms in the repertoire of strain D-1 highlights its significant potential as a multifunctional agent for comprehensive mycotoxin management in the production chain of <italic>P. heterophylla</italic>.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec27">
<label>5</label>
<title>Conclusion</title>
<p>This study systematically evaluates <italic>B. amyloliquefaciens</italic> strain D-1 as a novel biocontrol agent against <italic>A. alternata</italic>-induced the leaf spot disease in <italic>P. heterophylla</italic>, a valuable medicinal plant. Through integrated phenotypic, genomic, and metabolomic analyses, the research provides mechanistic insights into its antifungal activities and highlights its multifunctional potential for sustainable disease management. Strain D-1 demonstrated strong inhibitory effects against <italic>A. alternata</italic> both <italic>in vitro</italic> and in planta. This efficacy was attributed to the production of cyclic lipopeptides (fengycin, iturin, surfactin), confirmed by HPLC-MS analysis, which inhibit hyphal branching and spore germination. Besides, cyclic lipopeptides can induce systemic resistance in <italic>P. heterophylla</italic> against the leaf spot disease. Additionally, LPs reduced <italic>A. alternata</italic>-derived mycotoxins (ALT, AME, TeA, and TEN) by 77.0&#x2013;98.1% in infected <italic>P. heterophylla</italic> tuberous roots, concurrent with downregulation of their key biosynthesis genes (<italic>PKSJ</italic>, <italic>PKSA</italic>, <italic>PKSI</italic>, <italic>PKSJF</italic>, <italic>TES</italic>, and <italic>TES1</italic>). This research not only advances our understanding of <italic>Bacillus</italic>-fungal interactions but also paves the way for developing eco-friendly formulations to manage <italic>Alternaria</italic>-infected diseases in medicinal plants and crops.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec28">
<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/supplementary material.</p>
</sec>
<sec sec-type="author-contributions" id="sec29">
<title>Author contributions</title>
<p>HS: Data curation, Writing &#x2013; original draft. SZ: Data curation, Investigation, Writing &#x2013; review &#x0026; editing. YG: Funding acquisition, Methodology, Project administration, Writing &#x2013; review &#x0026; editing. XJ: Resources, Writing &#x2013; review &#x0026; editing. LQ: Software, Writing &#x2013; review &#x0026; editing. LW: Methodology, Software, Writing &#x2013; review &#x0026; editing. XO: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. YW: Resources, Software, Writing &#x2013; review &#x0026; editing. LaG: Conceptualization, Software, Writing &#x2013; review &#x0026; editing. LiG: Conceptualization, Writing &#x2013; review &#x0026; editing. Q-SY: Project administration, Resources, Writing &#x2013; review &#x0026; editing. TZ: Conceptualization, Funding acquisition, Project administration, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec30">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec31">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec32">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0004">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/124804/overview">Tofazzal Islam</ext-link>, Bangabandhu Sheikh Mujibur Rahman Agricultural University, Bangladesh</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0005">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2166117/overview">Antonios Zambounis</ext-link>, Hellenic Agricultural Organization &#x2013; ELGO, Greece</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1343882/overview">Dibya Jyoti Hazarika</ext-link>, AAU-Zonal Research Station, Gossaigaon, India</p>
</fn>
</fn-group>
<fn-group>
<fn id="fn0001"><label>1</label><p><ext-link xlink:href="http://ccb.jhu.edu/software/glimmer/index.shtml" ext-link-type="uri">http://ccb.jhu.edu/software/glimmer/index.shtml</ext-link></p></fn>
<fn id="fn0002"><label>2</label><p><ext-link xlink:href="https://github.com/tseemann/barrnap" ext-link-type="uri">https://github.com/tseemann/barrnap</ext-link></p></fn>
</fn-group>
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</article>