<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2026.1745076</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Integrated metagenomic and culturomic strategies to mine and validate beneficial rhizosphere <italic>Actinobacteria</italic> from lavender</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Habuding</surname><given-names>Xugela</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Chen</surname><given-names>Jiayi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3277734/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhu</surname><given-names>Jinfang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname><given-names>Guanru</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3278096/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project-administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Ma</surname><given-names>Lan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project-administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Abulikemu</surname><given-names>Tajiguli</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Xinjiang Key Laboratory of Special Species Conservation and Regulatory Biology, College of Life Science, Xinjiang Normal University</institution>, <city>Urumqi</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>College of Food Science and Pharmacy, Xinjiang Agricultural University</institution>, <city>Urumqi</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Xugela Habuding, <email xlink:href="mailto:xugela@163.com">xugela@163.com</email>; Tajiguli Abulikemu, <email xlink:href="mailto:tajigul03@163.com">tajigul03@163.com</email></corresp>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-19">
<day>19</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>1745076</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>19</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Habuding, Chen, Zhu, Wang, Ma and Abulikemu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Habuding, Chen, Zhu, Wang, Ma and Abulikemu</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-19">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>
<title>Introduction</title>
<p>The lavender industry faces significant constraints from soil salinization and continuous cropping obstacles. However, systematic exploration and functional analysis of beneficial rhizosphere microbial resources, particularly Actinobacteria, remain inadequate.</p>
</sec>
<sec>
<title>Methods</title>
<p>To address this, we integrated metagenomic and culturomic strategies to investigate the rhizosphere and endophytic microbiomes in saline-alkaline lavender cultivation areas in Huocheng, China (soil pH ~8.04, salt ~0.074%). Metagenomic functional annotation and soil factor correlation analysis guided a subsequent culturomics approach to isolate strains. Isolates were screened for plant growth-promoting (PGP) traits, and selected strains were evaluated in pot inoculation experiments with Arabidopsis thaliana.</p>
</sec>
<sec>
<title>Results</title>
<p>High-throughput sequencing revealed that Actinomycetota dominated the microbial communities, with Streptomyces and Nocardioides as key genera. Metagenomic analysis showed the community was enriched with functional genes related to saline-alkaline stress response, secondary metabolite synthesis, and nutrient cycling, whose distribution correlated significantly with soil pH and salinity. From this resource, 10 actinobacterial strains with multiple PGP traits (e.g., P-solubilization, siderophore production, IAA, ACC deaminase, and nitrogenase activity) were obtained. Pot experiments confirmed that these saline-alkaline-derived actinobacteria, both as single strains and as a bacterial consortium (C4 + A1), significantly promoted the growth of A. thaliana.</p>
</sec>
<sec>
<title>Discussion</title>
<p>This study achieves a closed-loop verification from in silico functional prediction to empirical validation of beneficial strains. It provides the first systematic elucidation of the functional adaptation mechanisms of the lavender rhizosphere actinobacterial community under saline-alkaline stress and identifies elite microbial resources with both stress tolerance and PGP functions. The findings offer novel microbial agents and a theoretical foundation for developing specialized inoculants to mitigate saline-alkaline obstacles in lavender cultivation.</p>
</sec>
</abstract>
<kwd-group>
<kwd>actinobacteria</kwd>
<kwd>lavender</kwd>
<kwd>microorganisms</kwd>
<kwd>plant growth-promoting rhizobacteria (PGPR)</kwd>
<kwd>rhizosphere soil</kwd>
<kwd>saline-alkali tolerance</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Science and Technology Department of Xinjiang Uygur Autonomous Region</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100016079</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 work was supported by the Science and Technology Department of Xinjiang Uygur Autonomous Region, China, through the &#x201c;Science and Technology Commissioner Rural Science and Technology Entrepreneurship Action Project&#x201d;(Urumqi County Landscape Chinese Medicine Science and Technology Commissioner Service Group, 2025KZ019).</funding-statement>
</funding-group>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="3"/>
<ref-count count="36"/>
<page-count count="16"/>
<word-count count="7592"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Plant Symbiotic Interactions</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The long-term overuse of chemical fertilizers and pesticides in agriculture has increased crop yields at the cost of soil degradation, environmental pollution, and impaired ecosystem functioning (<xref ref-type="bibr" rid="B34">Yu et&#xa0;al., 2024</xref>). To achieve sustainable agriculture, harnessing beneficial microbial resources from the rhizosphere and plant endophytic environments has become a crucial pathway for advancing the transition to green agriculture (<xref ref-type="bibr" rid="B10">Bukhat et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B6">Behera et&#xa0;al., 2024</xref>). The mutualistic symbiosis between plants and microorganisms holds significant potential for promoting growth, enhancing stress resistance, and improving soil health (<xref ref-type="bibr" rid="B10">Bukhat et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B2">Asghar et&#xa0;al., 2024</xref>). Systematically elucidating the mechanisms of plant-microbe interactions and screening strains with defined probiotic functions lay a theoretical foundation for developing novel microbial fertilizers (<xref ref-type="bibr" rid="B32">Xun et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B30">Wang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B2">Asghar et&#xa0;al., 2024</xref>).</p>
<p>As a central element of the plant micro-ecosystem, the structure and function of the plant rhizosphere microbiome are defined by a combination of plant genotype, developmental stage, soil type, and environmental factors (<xref ref-type="bibr" rid="B17">Jia et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B20">Liu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B25">Shankar et&#xa0;al., 2023</xref>). Rhizosphere microbes orchestrate processes ranging from nutrient cycling to soil-borne pathogen suppression. Furthermore, their community assemblies display marked tissue specificity (e.g., root, stem, leaf) and spatial partitioning (e.g., rhizosphere soil versus endophytic compartments) (<xref ref-type="bibr" rid="B35">Yuan et&#xa0;al., 2022</xref>). Importantly, the rhizosphere constitutes a pivotal hotspot for plant-driven microbial recruitment through root exudates. These compounds facilitate the selective enrichment of microbial cohorts with particular functions, which in turn orchestrate the assembly of the endophytic community (<xref ref-type="bibr" rid="B23">Park et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B11">Cao et&#xa0;al., 2025</xref>). The endophytic microbiota is commonly conceptualized as a &#x201c;functionally specialized subset&#x201d; of the rhizosphere microbiome, with the assembly of both being intrinsically linked by a root exudate-mediated recruitment mechanism (<xref ref-type="bibr" rid="B26">Singh et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B28">Tan et&#xa0;al., 2017</xref>). For example, research into continuous cropping obstacles has shown that enriched soil-borne pathogens in the rhizosphere can colonize the roots, which in turn causes a marked depletion of endophytic microbial diversity (<xref ref-type="bibr" rid="B28">Tan et&#xa0;al., 2017</xref>). Therefore, concurrently profiling both the rhizosphere soil and plant endophytic microbial communities is of strategic importance for elucidating the mechanisms of micro-ecological imbalance and for mining highly effective strains with antagonistic and plant growth-promoting capabilities.</p>
<p>Within the diverse community of rhizosphere microorganisms, <italic>Actinomycetota</italic> stand out for their extensive metabolic diversity, positioning them as prominent resources for promoting plant growth and enabling biological control (<xref ref-type="bibr" rid="B9">Borah et&#xa0;al., 2022</xref>). This group of microorganisms can not only secrete siderophores, solubilize insoluble phosphate, and produce 1-Aminocyclopropane-1-carboxylic acid (ACC) deaminase to alleviate environmental stress and promote plant growth, but also synthesize antimicrobial secondary metabolites (e.g., antibiotics) to effectively suppress pathogen growth (<xref ref-type="bibr" rid="B8">Bilyk and Luzhetskyy, 2016</xref>; <xref ref-type="bibr" rid="B21">Long et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B27">Sivagnanam et&#xa0;al., 2022</xref>). In recent years, the development of high-throughput technologies, such as metagenomics, has enabled the systematic dissection of plant-microbe interaction networks, providing a powerful tool for function-driven mining of microbial resources (<xref ref-type="bibr" rid="B36">Zhang et&#xa0;al., 2019</xref>).</p>
<p>Lavender is a high-value economic crop, with over 90% of its cultivation area in China located in the Ili region of Xinjiang (<xref ref-type="bibr" rid="B24">Ren et&#xa0;al., 2008</xref>). It is widely used in the perfume (<xref ref-type="bibr" rid="B5">Batiha et&#xa0;al., 2023</xref>), essential oil (<xref ref-type="bibr" rid="B1">Alves-Silva et&#xa0;al., 2023</xref>), and pharmaceutical industries (<xref ref-type="bibr" rid="B18">Kulabas et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B15">H&#xe9;ral et&#xa0;al., 2020</xref>). Particularly, the narrow-leaved lavender (<italic>Lavandula angustifolia</italic> Mill., LAM) and the broad-leaved lavender (<italic>Lavandula latifolia</italic> Vill., LLV) represent two commercially important varieties (<xref ref-type="bibr" rid="B19">Li et&#xa0;al., 2023</xref>). However, lavender cultivation frequently faces challenges such as replant problems, soil salinization, and frequent disease outbreaks, which severely constrain the sustainable development of the industry. Furthermore, current research on the structure and function of the lavender root microbiome remains limited, with a particular lack of systematic exploration of rhizosphere plant growth-promoting bacteria and their underlying mechanisms. Previous studies have shown that continuous cropping obstacles significantly reduce the diversity of both rhizosphere soil and endophytic microbiota, while leading to the enrichment of pathogenic fungi such as <italic>Leotiomycetes</italic> and <italic>Mycocentrospora</italic>, suggesting that microbial community dysbiosis is a key contributor to the challenges associated with monoculture (<xref ref-type="bibr" rid="B28">Tan et&#xa0;al., 2017</xref>). Therefore, integrating the study of both the rhizosphere soil and endophytic microbiota of lavender constitutes a key entry point for deciphering its micro-ecological imbalance and screening for probiotic strains.</p>
<p>In recent years, strategies integrating metagenomics with culturomics have provided powerful support for a comprehensive understanding of plant-microbe interactions (<xref ref-type="bibr" rid="B16">Jagadesh et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B31">Wani et&#xa0;al., 2025</xref>). High-throughput sequencing can systematically reveal the composition and functional potential of microbial communities, whereas culturomics enables the isolation of active strains and their subsequent functional validation (<xref ref-type="bibr" rid="B13">Cui et&#xa0;al., 2023</xref>). Notably, the rhizosphere microbiome serves not only as a significant reservoir for endophytes but also as a critical interface responding to environmental changes and plant physiological status (<xref ref-type="bibr" rid="B23">Park et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B3">Asiloglu et&#xa0;al., 2024</xref>).</p>
<p>However, current knowledge regarding the structure and function of the lavender root microbiome remains limited, particularly lacking a systematic exploration of beneficial rhizosphere actinobacterial resources and an integrated elucidation of their growth-promoting and stress-resistance mechanisms. Therefore, this study aimed to integrate metagenomic and culturomic strategies, using both LLV and LAM as research subjects. First, we systematically analyzed the composition and diversity of microbial communities in root, stem, and leaf tissues as well as rhizosphere soil to identify dominant taxa. Subsequently, focusing on the rhizosphere soil, we directionally mined beneficial actinobacterial resources with plant growth-promoting and stress-tolerant traits, clarifying their community distribution and ecological functions. Finally, through functional validation and inoculation experiments, elite strains were screened. This study not only provides a theoretical basis for clarifying the regulatory mechanisms of the lavender rhizosphere microecology but also offers important microbial resources and scientific support for developing efficient microbial inoculants and promoting the ecological cultivation and sustainable development of the lavender industry.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Sample collection and processing</title>
<p>Plant and soil samples were collected on June 20, 2023, from a healthy, continuously cropped Lavender field in Huocheng County, Xinjiang, China (80&#xb0;40&#x2032;44&#x2033; E, 43&#xb0;39&#x2032;08&#x2033; N, altitude ~780 m). The weather was overcast during sampling, with an air temperature of 20-31&#xb0;C (data sourced from the China Meteorological Administration). LLV and LAM were selected as the study subjects. 5 sampling points were established for each variety. At each point, 3 plants with uniform and vigorous growth were selected. Root, stem, and leaf tissues were sampled concurrently. For rhizosphere soil collection, roots at approximately 30 cm below the soil surface were carefully excavated, and the soil adhering to the root surface was gently brushed off using a sterile brush. The rhizosphere soil samples collected from multiple sampling points for each lavender variety were thoroughly mixed to form a composite sample, which was then evenly divided into three replicates. One for metagenomic sequencing, one for soil physicochemical property analysis, and one for microbial isolation. All samples were immediately placed on ice and transported to the laboratory. Soil aliquots designated for DNA extraction were stored at -80&#xb0;C, while those intended for physicochemical analysis and microbial isolation were air-dried and stored for subsequent use. Following this procedure, a total of 6 rhizosphere soil samples were obtained-3 for LLV and 3 for LAM.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Analysis of rhizosphere soil physicochemical properties</title>
<p>Rhizosphere soil samples were sent to the Eco-Environment Analysis and Testing Center of the Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, for the determination of the following indicators: total salt content, pH, organic matter, total nitrogen, available nitrogen, and available phosphorus.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Metagenomic sequencing</title>
<sec id="s2_3_1">
<label>2.3.1</label>
<title>Amplicon sequencing for taxonomic analysis of microbial communities</title>
<p>Total DNA was extracted from the rhizosphere soil microorganisms and the endophytic bacteria of the roots, stems, and leaves using a commercial DNA extraction kit (purchased from Thermo Fisher Scientific (China) Co., Ltd.). The V4-V5 hypervariable region of the bacterial 16S rRNA gene was amplified using primers 515F (5&#x2019;-GTGCCAGCMGCCGCGG-3&#x2019;) and 907R (5&#x2019;-CCGTCAATTCMTTTRAGTTT-3&#x2019;). The fungal ITS region was amplified using primers ITS1F and ITS2R. The PCR reaction system utilized 2&#xd7;Easy Taq PCR Super Mix (TransGen Biotech, Beijing, China). DNA Marker was obtained from Sangon Biotech (Shanghai, China), and agarose was obtained from GENE COMPANY LTD (China). The amplified products were purified, and libraries were constructed. Sequencing was performed on the Illumina HiSeq 4000 platform with a PE150 strategy.</p>
<p>Raw data were subjected to quality control and denoising. Operational Taxonomic Units (OTUs) were clustered at 97% similarity using USEARCH, and taxonomic annotation was performed against the RDP and UNITE databases. Alpha diversity indices (Chao1, Shannon, Simpson) and beta diversity analyses (PCoA, NMDS) were conducted using QIIME2 and the R language.</p>
</sec>
<sec id="s2_3_2">
<label>2.3.2</label>
<title>Shotgun metagenomic sequencing for functional gene profiling</title>
<p>Metagenomic sequencing employed a shotgun strategy, and functional gene annotation was based on the KEGG, COG, and CAZy databases. The association between microbial functions and soil factors was analyzed using Redundancy Analysis (RDA) and the Mantel test.</p>
</sec>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Isolation, purification and identification of rhizosphere <italic>Actinobacteria</italic></title>
<p><italic>Actinobacteria</italic> were isolated using a modified Gauze&#x2019;s No. 1 medium. Soil samples were subjected to a 10-fold serial dilution, spread onto the agar plates, and incubated at 37c&#xb0;C for 7&#x2013;14 days. Distinct colonies were selected and repeatedly streaked for purification. Preliminary identification was based on colony morphology, Gram staining, and spore structure.</p>
<p>Genomic DNA was extracted using the Chelex-100 method (reagent purchased from Bio-Rad, USA). The nearly full-length 16S rRNA gene was amplified with universal primers 27F and 1492R. The PCR products were sequenced by Sangon Biotech (Shanghai, China). The resulting sequences were compared against the EzBioCloud database for taxonomic assignment, and a phylogenetic tree was constructed using MEGA software (version 12.0).</p>
<p>Note: Throughout this manuscript, the term &#x201c;actinobacteria&#x201d; refers to the bacterial isolates that were preliminarily selected based on colony and mycelial morphology characteristic of filamentous actinomycetes, and taxonomically confirmed by 16S rRNA gene sequencing to belong to the phylum <italic>Actinobacteria</italic> (synonym <italic>Actinomycetota</italic>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Determination of salt-alkali tolerance and plant growth-promoting traits of <italic>Actinobacteria</italic></title>
<p>Salt and Alkali Tolerance: Bacterial growth was assessed across media containing 2% to 25% (w/v) NaCl and adjusted to pH levels ranging from 5 to 12 to evaluate their salt and alkali tolerance, respectively.</p>
<p>Nitrogenase (NITS) Activity: NITS activity was measured using an ELISA kit (Jiangsu Enzyme Immunity Industrial Co., Ltd., China) according to the manufacturer&#x2019;s instructions. Activity was calculated based on a standard curve (0&#x2013;120 U/L) and expressed in units per liter (U/L).</p>
<p>ACC Deaminase Activity: ACC deaminase activity was determined using an ELISA kit (Jiangsu Enzyme Immunity Industrial Co., Ltd., China) as per the protocol. Activity was calculated using a standard curve (0&#x2013;48 U/L) and reported in U/L.</p>
<p>Siderophore Production: Siderophore production was preliminarily evaluated using the Chrome Azurol S (CAS) plate assay and further quantified via the liquid CAS assay after cultivation, with results expressed as the A/Ar ratio. The CAS medium used was purchased from Thermo Fisher Scientific (China).</p>
<p>Phosphate Solubilization: The phosphate-solubilizing ability was initially screened on solid NBRIP medium by measuring the dissolution zone after 7 days of incubation. Quantitative analysis was performed in liquid culture using the molybdenum blue colorimetric method to determine the concentration of soluble phosphorus. All chemical reagents used, including potassium hydroxide, sodium molybdate, concentrated sulfuric acid, and phosphorus standard solution (analytical grade), were purchased from Zhiyuan Chemical Reagent Co., Ltd. (Tianjin, China).</p>
<p>IAA Production: The ability to produce indole-3-acetic acid (IAA) was assessed by growing strains in LB broth supplemented with L-tryptophan. The culture supernatant was mixed with Salkowski reagent, and the absorbance was measured at 530 nm. IAA concentration was quantified using a standard curve.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Preparation of actinobacterial inoculum for pot experiment</title>
<p>For inoculum preparation, each strain preserved on agar slants (containing glucose 4 g/L, yeast extract 4 g/L, malt extract 5 g/L, peptone 4 g/L, NaCl 10 g/L, and agar 15 g/L, pH 7.5) was first activated on fresh solid medium. After incubation at 37 &#xb0;C for 24-48 h, a single colony was picked with a sterile loop and inoculated into a 50 mL flask containing 10 mL of liquid seed medium. The culture was then incubated at 37 &#xb0;C with shaking at 180 rpm until the optical density at 600 nm (OD<sub>600</sub>) reached approximately 0.6. This seed culture was used to inoculate (1 % v/v) 300 mL of production medium in a 500 mL flask, which was incubated under the same conditions until the late-exponential phase. After cultivation, cells were harvested by centrifugation at 8000 &#xd7; g for 10 min at 4 &#xb0;C using a centrifuge (LEGEND MICRO 17, Thermo Fisher Scientific, China). The pellet was then washed twice gently with sterile saline or phosphate buffer to remove residual medium components. The suspension was adjusted to a final OD<sub>600</sub> of 0.5 &#xb1; 0.04, which served as the single-strain inoculum. For co-inoculation treatments (e.g., <italic>Microbacterium algeriense</italic> C4 + <italic>Streptomyces</italic> sp. A1), equal volumes of the respective single-strain suspensions were mixed thoroughly. All inoculants were prepared freshly and used within 4 h of preparation.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Pot experiment with <italic>A</italic>. <italic>thaliana</italic> inoculation</title>
<p>Four strains (<italic>Streptomyces</italic> sp. A1, <italic>Streptomyces marianii</italic> B3, <italic>Streptomyces marianii</italic>C3, <italic>Microbacterium algeriense</italic> C4) showing prominent plant growth&#x2212;promoting traits were selected for single-strain and co-inoculation (C4 + A1) treatments. <italic>A</italic>. <italic>thaliana</italic> (ecotype Col-0) seeds were surface-sterilized and sown on solid MS medium. After stratification at 4 &#xb0;C for 2 days, plates were transferred to a growth chamber set at 22 &#xb0;C with a 16 h light/8 h dark photoperiod for germination and early seedling growth. At the four-leaf stage, seedlings were transplanted into pots (10.5 cm in diameter &#xd7; 11 cm in height) filled with a mixed substrate consisting of vermiculite, perlite, and native lavender rhizosphere soil (3:1:1, v/v/v). After a 3-day acclimatization period, plants were inoculated by applying 1 mL of bacterial suspension (OD<sub>600</sub> = 0.5 &#xb1; 0.04) evenly around the root zone; control plants received the same volume of sterile water. Following inoculation, all plants were cultivated in the same growth chamber. After 60 days, plants were harvested to measure growth and physiological parameters, including plant height, root length, biomass, leaf number, and chlorophyll content.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Determination of physiological and biochemical parameters in <italic>A</italic>. <italic>thaliana</italic></title>
<p>After 60 days of cultivation, 10&#x2013;15 seedlings were randomly selected from each treatment group. The seedlings were rinsed with distilled water and gently blotted dry before weighing to record the fresh weight (g). The roots were separately weighed to record the root fresh weight (g). Subsequently, the seedlings were placed in a drying oven at 75&#xb0;C for 24 hours and then weighed again to determine the dry weight (g).</p>
<p>For other randomly selected seedlings from different treatment groups, plant height (cm) and root length (cm) were measured using a vernier caliper. Leaf area was determined using a leaf area meter.</p>
<p>To determine chlorophyll content, 0.2 g of fresh leaf sample from different treatment groups was placed in a stoppered graduated test tube. Then, 20 ml of a 1:1 (v/v) acetone and absolute ethanol extraction solution was added. After light-proof treatment, the mixture was kept in the dark for extraction. When the sample in the tube turned completely white (after approximately 24 hours), the extract was filtered into a brown volumetric flask. The absorbance of the extract was measured at wavelengths of 645 nm, 663 nm, and 652 nm using a UV-Vis spectrophotometer, with the acetone-ethanol mixture serving as the blank control.</p>
<p>The contents of chlorophyll a, chlorophyll b, and total chlorophyll (mg&#xb7;L<sup>-1</sup>) were calculated using the following formulas:</p>
<disp-formula>
<mml:math display="block" id="M1"><mml:mrow><mml:msub><mml:mtext>C</mml:mtext><mml:mi>a</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn>12.72</mml:mn><mml:mo>&#xd7;</mml:mo><mml:msub><mml:mtext>A</mml:mtext><mml:mrow><mml:mn>663</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:mn>2.59</mml:mn><mml:mo>&#xd7;</mml:mo><mml:msub><mml:mtext>A</mml:mtext><mml:mrow><mml:mn>645</mml:mn></mml:mrow></mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mtext>Chlorophyll&#xa0;a&#xa0;content</mml:mtext></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:math>
</disp-formula>
<disp-formula>
<mml:math display="block" id="M2"><mml:mrow><mml:msub><mml:mtext>C</mml:mtext><mml:mi>b</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn>22.88</mml:mn><mml:mo>&#xd7;</mml:mo><mml:msub><mml:mtext>A</mml:mtext><mml:mrow><mml:mn>645</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:mn>4.67</mml:mn><mml:mo>&#xd7;</mml:mo><mml:msub><mml:mtext>A</mml:mtext><mml:mrow><mml:mn>663</mml:mn></mml:mrow></mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mtext>Chlorophyll&#xa0;b&#xa0;content</mml:mtext></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:math>
</disp-formula>
<disp-formula>
<mml:math display="block" id="M3"><mml:mrow><mml:mtext>Cr</mml:mtext><mml:mo>=</mml:mo><mml:mtext>&#xa0;</mml:mtext><mml:mfrac><mml:mrow><mml:msub><mml:mtext>A</mml:mtext><mml:mrow><mml:mn>652</mml:mn></mml:mrow></mml:msub><mml:mo>&#xd7;</mml:mo><mml:mn>1000</mml:mn></mml:mrow><mml:mrow><mml:mn>34.5</mml:mn></mml:mrow></mml:mfrac><mml:mo>&#xa0;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mtext>Total&#xa0;Chlorophyll&#xa0;Content</mml:mtext></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:math>
</disp-formula>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>Data processing and analysis</title>
<p>All experiments were performed with at least three independent replicates. Data are expressed as the mean &#xb1; standard deviation. Statistical analysis was conducted using SPSS software (version 26.0). Differences between treatments were assessed by one-way analysis of variance (ANOVA), followed by Duncan&#x2019;s multiple range test for <italic>post-hoc</italic> comparisons. Statistical significance was defined at <sup>*</sup>p<sup>*</sup>&lt; 0.05, and different lowercase letters in figures/tables indicate significant differences between groups. Graphs were generated using GraphPad Prism (version 9).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Structure and diversity of endophytic bacterial communities in lavender roots, stems, and leaves</title>
<p>To characterize the structure and diversity of endophytic microbial communities, high-throughput sequencing targeting the bacterial 16S rRNA gene and fungal ITS region was performed on root, stem, and leaf tissues of LLV and LAM. The rarefaction curves for all samples plateaued, confirming adequate sequencing coverage for comprehensive microbial analysis (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1a</bold></xref>; <xref ref-type="fig" rid="f2"><bold>2a</bold></xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Structure and diversity of endophytic bacterial communities in roots, stems, and leaves of <italic>Lavandula latifolia</italic> Vill. and <italic>Lavandula angustifolia</italic> Mill. <bold>(a)</bold> Rarefaction curves of 16S rRNA gene sequences. <bold>(b)</bold> Relative abundance of dominant bacterial phyla in roots, stems, and leaves of <italic>Lavandula latifolia</italic> Vill. (LLV) and <italic>Lavandula angustifolia</italic> Mill. (LAM). <bold>(c-h)</bold> Alpha diversity indices (Chao1, ACE, Shannon, Simpson, Inverse Simpson) across tissues. Different lowercase letters indicate significant differences (p&lt; 0.05, one-way ANOVA with Duncan&#x2019;s test, n = 5). <bold>(i, j)</bold> Venn diagrams of unique and shared ASVs among tissues for LAM <bold>(i)</bold> and LLV <bold>(j)</bold>. <bold>(k)</bold> PCoA plot based on Bray-Curtis distances, showing community separation by tissue. Structure and diversity of endophytic bacterial communities in roots, stems, and leaves of <italic>Lavandula latifolia</italic> Vill. and <italic>Lavandula angustifolia</italic> Mill. <bold>(l)</bold> CPCoA plot corroborating tissue effect (P = 0.001). <bold>(m)</bold> LEfSe analysis identifying tissue-enriched bacterial taxa (LDA score &gt; 4.0). <bold>(n)</bold> Cladogram of enriched taxa from <bold>(m)</bold>. Roots showed the highest diversity and enrichment of <italic>Actinomycetota</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1745076-g001.tif">
<alt-text content-type="machine-generated">Composite scientific figure containing line and bar charts, box plots, Venn diagrams, scatter plots, and a cladogram, each comparing microbial diversity and composition across six labeled plant tissue groups, with statistical values and grouped legend colors for LAM and LLV categories.</alt-text>
</graphic></fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Structure and diversity of endophytic fungal communities in roots, stems, and leaves of <italic>Lavandula latifolia</italic> Vill. and <italic>Lavandula angustifolia</italic> Mill. <bold>(a)</bold> Rarefaction curves of fungal ITS sequences, indicating sufficient sequencing depth. <bold>(b)</bold> Relative abundance of dominant fungal phyla in roots, stems, and leaves of LLV and LAM. <bold>(c-h)</bold> Alpha diversity indices (Chao1, ACE, Shannon, Simpson, Inverse Simpson) across tissues. Different lowercase letters indicate significant differences (p&lt; 0.05, one-way ANOVA with Duncan&#x2019;s test, n = 5). <bold>(i)</bold> PCoA plot based on Bray-Curtis distances, showing distinct clustering by tissue. <bold>(j)</bold> CPCoA plot further confirming the tissue effect (P = 0.001). Structure and diversity of endophytic fungal communities in roots, stems, and leaves of <italic>Lavandula latifolia</italic> Vill. and <italic>Lavandula angustifolia</italic> Mill. <bold>(k)</bold> Cladogram from LEfSe analysis showing the phylogenetic distribution of tissue-enriched fungal taxa. <bold>(l)</bold> Histogram of LDA scores (LDA &gt; 4) for the significantly enriched fungal taxa in each tissue. Fungal communities exhibited clear tissue specificity, with roots harboring the highest diversity and enrichment of soil-derived taxa like <italic>Mortierellomycota</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1745076-g002.tif">
<alt-text content-type="machine-generated">Composite figure consisting of multiple scientific charts and graphs displaying microbiome diversity and composition across different sample groups, including rarefaction curves, stacked bar plots, box plots for diversity indices, principal coordinates analysis, a cladogram illustrating phylogenetic relationships, and a bar chart comparing LDA scores for bacterial taxa, with each group distinguished by color-coded labels.</alt-text>
</graphic></fig>
<sec id="s3_1_1">
<label>3.1.1</label>
<title>Bacterial community structure and diversity</title>
<p>Alpha diversity analysis revealed that the bacterial communities in the roots exhibited significantly higher richness (Chao1 and ACE indices) and diversity (Shannon index) compared to those in the stems and leaves (p&lt; 0.05). The leaf tissues hosted the lowest bacterial diversity, indicating a strong filtering effect of plant tissue niches on bacterial community assembly (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1c&#x2013;h</bold></xref>). Principal Coordinates Analysis (PCoA) based on Bray-Curtis distances further demonstrated a clear separation in bacterial community structure among the root, stem, and leaf tissues (ANOSIM, R<sup>2</sup> = 0.62, p = 0.000167), confirming that the ecological niche is a key driver of bacterial community composition (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1k, l</bold></xref>). Venn diagrams illustrated that the number of core Amplicon Sequence Variants (ASVs) shared among the root, stem, and leaf niches was low. Instead, unique ASVs dominated each specific tissue, with the root compartment exhibiting the highest number of unique ASVs (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1i, j</bold></xref>). At the phylum level, <italic>Pseudomonadota</italic>, <italic>Bacillota</italic>, <italic>Bacteroidota</italic>, and <italic>Actinomycetota</italic> were identified as the dominant bacterial phyla (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1b</bold></xref>). Linear Discriminant Analysis Effect Size (LEfSe) identified several bacterial biomarkers that were significantly enriched in the different lavender tissues (LDA score &gt; 4.0). For instance, the phylum <italic>Actinomycetota</italic> and its subordinate taxa, such as the family <italic>Micrococaceae</italic> and the order <italic>Micrococales</italic>, were significantly enriched in the roots. In contrast, the stems and leaves were enriched with different lineages within the <italic>Pseudomonadota</italic>, including families such as <italic>Acetobacteraceae</italic>, <italic>Burkholderiaceae</italic>, and <italic>Pseudomonadaceae</italic> (<xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1m, n</bold></xref>).</p>
</sec>
<sec id="s3_1_2">
<label>3.1.2</label>
<title>Fungal community structure and diversity</title>
<p>Analysis of the fungal communities (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>) revealed a tissue-specific pattern similar to that of the bacteria. Alpha diversity analysis indicated that the richness and diversity of fungal communities in the roots were also significantly higher than those in other tissues (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2b&#x2013;h</bold></xref>). Principal Coordinates Analysis (PCoA) based on Bray-Curtis distances showed significant differences in fungal community structure among the different plant tissues (ADONIS, R<sup>2</sup> = 0.56, p = 0.000333). Constrained Principal Coordinates Analysis (CPCoA) further confirmed the significant influence of tissue type on fungal community composition (P = 0.001) (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2i, j</bold></xref>). The cladogram and LEfSe analysis further identified distinct tissue-specific enrichments of fungal taxa. The leaves were predominantly enriched with taxa related to the phylum Ascomycota, while the roots showed significant enrichment of soil-derived fungal groups such as Mortierellomycota (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2k, l</bold></xref>).</p>
<p>In summary, the endophytic microbial communities in lavender roots, stems, and leaves, for both bacteria and fungi, exhibited significant differences and strong tissue specificity. The root was the niche with the highest microbial diversity, and the significant enrichment of key bacterial phyla like Actinomycetota in the roots suggests their potential important role in plant-microbe interactions.</p>
</sec>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Association between rhizosphere microbial community structure and functional traits in lavender</title>
<p>Analysis of the rhizosphere soil microbial community composition in lavender revealed that at the phylum level, <italic>Actinomycetota</italic> was the absolutely dominant phylum, followed by <italic>Pseudomonadota</italic> and <italic>Bacillota</italic> (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3a</bold></xref>). At the genus level, the relative abundances of <italic>Streptomyces</italic> and <italic>Nocardioides</italic> were significantly higher than those of other taxa, indicating their core status in the lavender rhizosphere micro-ecosystem (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3b</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Composition and functional potential of the rhizosphere bacterial community in two lavender species. <bold>(a, b)</bold> Relative abundance of rhizosphere bacteria at the <bold>(a)</bold> phylum and <bold>(b)</bold> genus level in LLV and LAM. <bold>(c, f)</bold> KEGG functional annotation of shotgun metagenomic sequences at <bold>(c)</bold> Level 1 and <bold>(f)</bold> Level 2 categories. <bold>(d, e)</bold> Profile of carbohydrate-active enzymes (CAZymes): <bold>(d)</bold> abundance of the top 50 CAZy families and <bold>(e)</bold> differential abundance between lavender species. <bold>(g)</bold> COG functional classification at Level 2, comparing the two species. Composition and functional potential of the rhizosphere bacterial community in two lavender species. <bold>(h, i)</bold> Redundancy analysis (RDA) biplots showing the correlation between soil physicochemical properties (e.g., pH, AP, SOM) and COG functional categories in <bold>(h)</bold> LAM and <bold>(i)</bold> LLV (p&lt; 0.05). <bold>(j, k)</bold> RDA biplots showing the correlation between soil properties and KEGG Level 2 metabolic pathways in <bold>(j)</bold> LAM and <bold>(k)</bold> LLV. The community was dominated by <italic>Actinomycetota</italic>, with functional genes enriched in metabolism, stress response, and nutrient cycling, showing significant correlations with soil factors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1745076-g003.tif">
<alt-text content-type="machine-generated">Multi-panel scientific figure presents comparative microbial and functional profiling data. Panels a and b show stacked bar charts of bacterial genera and phyla percentages in two groups. Panel c displays a dot plot of pathway analysis across samples, with dot size indicating value. Panel d features a forest plot comparing mean proportions of gene families with confidence intervals. Panel e provides a heatmap of genus abundance. Panels f and g include dot plots of enriched functions across groups. Panels h, i, j, and k respectively show heatmaps of metabolic pathway abundance, with intensity representing relative activity, clustered by sample and pathway.</alt-text>
</graphic></fig>
<p>Functional annotation results showed that in the KEGG Level 1 classification, microbial gene functions were primarily enriched in major categories such as &#x201c;Metabolism&#x201d;, &#x201c;Genetic Information Processing&#x201d;, and &#x201c;Environmental Information Processing&#x201d; (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3c</bold></xref>). Further subdivision of the &#x201c;Metabolism&#x201d; pathway at Level 2 revealed high enrichment of functions closely related to plant nutrient uptake and stress response, including &#x201c;Carbohydrate metabolism&#x201d;, &#x201c;Amino acid metabolism&#x201d;, and &#x201c;Metabolism of cofactors and vitamins&#x201d; (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3f</bold></xref>). Notably, the &#x201c;Metabolism of terpenoids and polyketides&#x201d; pathway also exhibited relatively high abundance, suggesting that rhizosphere microorganisms may be involved in the synthesis or regulation of plant secondary metabolites, thereby indirectly enhancing plant stress resistance.</p>
<p>Annotation results from the CAZy database indicated that Glycoside Hydrolases (GHs) and Glycosyl Transferases (GTs) were the two most abundant carbohydrate-active enzyme families, implying that this microbial community plays a significant role in the decomposition of complex carbohydrates like cellulose and hemicellulose, thereby facilitating soil organic matter degradation and nutrient cycling.</p>
<p>CAZy database annotation revealed that Glycoside Hydrolases (GHs) and Glycosyl Transferases (GTs) were the two most abundant carbohydrate-active enzyme (CAZyme) families. Based on this genetic potential, we speculate that this microbial community may play an important role in decomposing complex carbohydrates, such as cellulose and hemicellulose, thereby potentially contributing to soil organic matter degradation and nutrient cycling (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3d, e</bold></xref>).</p>
<p>COG functional classification analysis further revealed significant enrichment of genes associated with stress response and competitive adaptation, primarily including &#x201c;Transcription&#x201d;, &#x201c;Replication, recombination and repair&#x201d;, &#x201c;Defense mechanisms&#x201d;, and &#x201c;Secondary metabolites biosynthesis, transport and catabolism&#x201d; (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3g</bold></xref>). These genomic features suggest that the microbial community may possess the genetic underpinnings to adapt to the saline-alkaline stress environment in Xinjiang and to potentially synthesize antimicrobial and stress-resistance compounds.</p>
<p>Redundancy analysis (RDA) results demonstrated significant correlations (p&lt; 0.05) between key soil physicochemical factors (e.g., pH, available phosphorus AP, soil organic matter SOM) and the distribution of various COG functional categories (e.g., amino acid transport and metabolism, carbohydrate transport and metabolism) as well as KEGG Level 2 metabolic pathways (e.g., nitrogen metabolism, sulfur metabolism, ABC transporters). This finding suggests that the unique soil environment in the lavender rhizosphere may have selected for and shaped a functionally active microbial community. This community, through mechanisms such as efficient nutrient cycling, stress response, and secondary metabolite synthesis, could potentially contribute to improving the rhizosphere microecology and enhancing plant stress tolerance (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3h&#x2013;k</bold></xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Isolation and identification of plant growth-promoting <italic>Actinobacteria</italic> from the lavender rhizosphere</title>
<p>A total of 168 actinobacterial strains were isolated from 6 lavender rhizosphere soil samples using 4 different isolation media: Gauze&#x2019;s No. 1 agar medium, inorganic phosphate-solubilizing bacterium medium, organic phosphate-solubilizing bacterium medium, and nitrogen-fixing bacterium medium. Based on colony morphology (size, shape, color, margin features) and microscopic observation of mycelial structure, 30 representative strains were initially selected. Phylogenetic analysis of their 16S rDNA sequences revealed that these strains belonged to 4 genera: <italic>Streptomyces</italic>, <italic>Microbacterium</italic>, <italic>Micrococcus</italic>, and <italic>Nocardiopsis</italic>. Among them, <italic>Streptomyces</italic> was the dominant genus, comprising 22 strains, followed by <italic>Microbacterium</italic> (4 strains), while <italic>Micrococcus</italic> and <italic>Nocardiopsis</italic> each represented by 2 strains.</p>
<p>Further screening based on enzymatic activity assays was performed on these 30 strains, from which 10 strains exhibiting superior activity were selected for subsequent experiments. The phylogenetic tree of these 10 strains is shown in <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>. Morphological observations of the 10 representative strains were carried out on ISP2, ISP3, and ISP5 media (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>, <xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>) using an inverted microscope (Leica DMI8, Leica Microsystems (Shanghai) Co., Ltd., China). The majority of colonies appeared white to grey-white, powdery, with regular edges and an opaque appearance. Abundant aerial hyphae with branching structures and rich sporulation were observed. All strains were identified as Gram-positive using a Gram staining kit (HuanKai Microbial Technology Co., Ltd., Guangdong, China).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Phylogenetic relationships of 10 actinobacterial strains isolated from the lavender rhizosphere. Maximum-likelihood phylogenetic tree based on nearly full-length 16S rRNA gene sequences. The tree was constructed in MEGA 12 using the Tamura-Nei (TN93) model (gamma-distributed rates, shape parameter &#x3b1; = 0.4071). Branch support is based on 1,000 bootstrap replicates, and values &#x2265;50% are shown at the nodes. The scale bar represents 0.10 nucleotide substitutions per site. <italic>Bacillus subtilis subsp. subtilis</italic> strain 168 (PV535807.1) was used as an outgroup. Strains isolated in this study are highlighted in bold; the remaining 15 reference sequences were obtained from the NCBI GenBank database.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1745076-g004.tif">
<alt-text content-type="machine-generated">Phylogenetic tree diagram illustrating evolutionary relationships among bacterial species, with several Streptomyces, Nocardiopsis, Micrococcus, and Microbacterium strains labeled, including branch support values and a scale bar for genetic distance.</alt-text>
</graphic></fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Colonial morphology characteristics of 10 lavender rhizosphere actinobacterial strains on three culture media (ISP2, ISP3, and ISP5).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Strain number</th>
<th valign="middle" align="center">Characteristics of mycelium and colony morphology</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">A1</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies are moderate in size, with a powdery white surface, regular edges, and opaque. The mycelium is branched, non-fragmented, and bears conidia at the tips.</td>
</tr>
<tr>
<td valign="middle" align="center">A2</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies are large with a smooth, creamy-white surface, irregular edges, and opaque appearance. The mycelium is branched and non-fragmented, with curved aerial hyphae.</td>
</tr>
<tr>
<td valign="middle" align="center">A3</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies display moderate size, a gray powdery surface, irregular edges, and an opaque appearance, with observable pigment production.</td>
</tr>
<tr>
<td valign="middle" align="center">B1</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies are small in size with a powdery white surface, regular edges, and opaque appearance. Notably, on ISP2 medium, the colonies exhibit a yellow coloration and produce pigment.</td>
</tr>
<tr>
<td valign="middle" align="center">B2</td>
<td valign="middle" align="left">On ISP3 and ISP5 media, the colonies are large with a powdery white surface, regular margins, and opaque. On ISP2 medium, colonies appear dark brown with neat edges and are opaque, exhibiting pigment production. The mycelium is branched and non-fragmented.</td>
</tr>
<tr>
<td valign="middle" align="center">B3</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies display moderate size, a powdery white surface, regular margins, and an opaque appearance.</td>
</tr>
<tr>
<td valign="middle" align="center">C1</td>
<td valign="middle" align="left">On ISP2 and ISP5 media, colonies are small with a powdery white surface, regular margins, and opaque appearance. On ISP3 medium, however, colonies are also small but exhibit a smooth surface, irregular margins, and appear yellow and translucent. The mycelium is branched and non-fragmented, with curved aerial hyphae bearing conidia at the tips.</td>
</tr>
<tr>
<td valign="middle" align="center">C2</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies are moderate in size with a powdery white surface, regular margins, and opaque appearance.</td>
</tr>
<tr>
<td valign="middle" align="center">C3</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies are large with an uneven surface. The colony margins are powdery white and regular, while the central area is yellow and opaque. The mycelium is branched and non-fragmented, with curved aerial hyphae.</td>
</tr>
<tr>
<td valign="middle" align="center">C4</td>
<td valign="middle" align="left">On ISP2, ISP3, and ISP5 media, the colonies are moderate in size with an uneven surface. The colony margins are powdery white and regular, while the central area is yellow and opaque.</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Colonial and mycelial morphology (40&#xd7;) of 10 Lavender rhizosphere actinobacterial strains. Detailed morphological descriptions for each strain are provided in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1745076-g005.tif">
<alt-text content-type="machine-generated">Grid of twenty microscopy and colony images labeled by rows as “Colony morphology” and “Hyphal morphology” and by columns as A1–A3, B1–B3, and C1–C4, showing differences in color, texture, and hyphal branching of fungal or bacterial strains for comparative morphological analysis.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Evaluation of salt-alkali tolerance and plant growth-promoting traits in rhizosphere actinobacterial strains</title>
<p>In this study, a systematic evaluation of salt-alkali tolerance and multiple plant growth-promoting (PGP) traits was conducted on ten actinobacterial strains isolated from the lavender rhizosphere soil. The salt and alkali tolerance tests revealed that all strains were capable of growing across a broad range of NaCl concentrations (2%-25%) and pH levels (5-12), demonstrating extensive adaptability to saline and alkaline conditions. Among them, strains A3, B2, and C4 exhibited optimal growth under 5% NaCl, indicating relatively strong salt tolerance (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6a</bold></xref>). Under highly alkaline conditions (pH 11-12), strains A3, C1, and C4 maintained good growth, suggesting significant alkali tolerance potential (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6b</bold></xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Physiological characterization of salt-alkali tolerance and plant growth-promoting (PGP) traits in selected actinobacterial strains. <bold>(a)</bold> Growth assessment of strains across a gradient of NaCl concentrations (2-25%, w/v). <bold>(b)</bold> Growth assessment across a pH gradient (5-12). <bold>(c)</bold> Growth curves in nitrogen-free Ashby&#x2019;s medium. <bold>(d-h)</bold> Quantitative evaluation of key PGP traits: <bold>(d)</bold> IAA production, <bold>(e)</bold> siderophore production (expressed as A/Ar ratio; lower values indicate higher production), <bold>(f)</bold> NITS activity, <bold>(g)</bold> ACC deaminase activity, and <bold>(h)</bold> soluble phosphorus content. The results demonstrate that the isolated strains possess broad-spectrum salt-alkali tolerance and multiple functional PGP traits. In <bold>(d-h)</bold>, different lowercase letters indicate significant differences among strains under the same condition (p&lt; 0.05, one-way ANOVA with Duncan&#x2019;s test, n = 3).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1745076-g006.tif">
<alt-text content-type="machine-generated">Eight-panel scientific figure showing bar graphs and a line chart illustrating bacterial strain performance under different conditions. Panels a and b display strain growth at varying NaCl concentrations and pH levels, respectively. Panel c presents growth curves of strains over time. Panels d to h show bar graphs for IAA content, siderophore activity, and concentrations of NTS, ACC, and available phosphorus across strains, each with color-coded bars and statistical groupings. Legends indicate experimental variables, and axes are clearly labeled.</alt-text>
</graphic></fig>
<p>All tested strains grew in Ashby&#x2019;s nitrogen-free medium. Growth curves showed that they entered the logarithmic phase at 7 h, reached the peak growth at 24 h, and entered the decline phase after 43 h, preliminarily confirming their nitrogen-fixing potential (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6c</bold></xref>). Further assessment of indole-3-acetic acid (IAA) production revealed that all ten strains could secrete IAA. After 60 hours of cultivation, the IAA yields ranged between 19.933 and 55.0 mg/L, with strain C4 producing the highest amount, indicating strong phytohormone synthesis capability (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6d</bold></xref>). Quantitative evaluation of siderophore production showed that strain C4 had the lowest A/Ar value (0.637), indicating the highest relative siderophore yield, whereas strain A1 had the highest A/Ar value (1.887), indicating a relatively lower yield (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6e</bold></xref>). Measurements of NITS and ACC deaminase activities confirmed that all strains possessed both enzymatic activities. The activity ranges were 22.803-25.409 U/L for NITS and 61.317-122.515 U/L for ACC deaminase. Specifically, the NITS activity of strains B2, B3, and C3 exceeded 110 U/L, and the ACC deaminase activity of strains A1, C3, and C4 exceeded 40 U/L (<xref ref-type="fig" rid="f6"><bold>Figures&#xa0;6f, g</bold></xref>). In the evaluation of phosphate solubilization, five strains (A1, B3, C1, C3, and C4) formed solubilization halos on inorganic phosphorus medium. Strain C4 produced the largest halo, and its soluble phosphorus content in liquid culture reached 131.867 mg/L (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6h</bold></xref>).</p>
<p>These results indicate the successful isolation of a collection of actinobacterial resources from the lavender rhizosphere with broad-spectrum plant growth-promoting potential. Several strains simultaneously exhibited multiple biological functions, including salt-alkali tolerance, enzyme production, nitrogen fixation, phosphate solubilization, siderophore production, and IAA synthesis, demonstrating their potential to alleviate environmental stress and promote plant growth, thereby laying a foundation for their future application.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Evaluating the growth-promoting effects of rhizosphere <italic>Actinobacteria</italic> inoculation in <italic>A</italic>. <italic>thaliana</italic></title>
<p>To verify the plant growth-promoting potential of <italic>Actinobacteria</italic> derived from the lavender rhizosphere, four strains (C4, C3, A1, B3) that exhibited excellent performance in prior functional screenings were selected. These strains were prepared as individual inoculants and specific bacterial consortia (C4+A1, C3+B3, A1+B3) and applied to <italic>A</italic>. <italic>thaliana</italic> seedlings via root irrigation. The growth-promoting effects on the plants were systematically evaluated, with the growth status of <italic>A</italic>. <italic>thaliana</italic> seedlings from each treatment group shown in <xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7a</bold></xref>.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Growth-promoting effects of rhizosphere actinobacterial inoculation on <italic>A</italic>. <italic>thaliana</italic> seedlings. <bold>(a)</bold> Representative phenotypes of <italic>A</italic>. <italic>thaliana</italic> seedlings after 60 days of growth under different inoculation treatments. <bold>(b-g)</bold> Quantitative measurements of growth parameters: <bold>(b)</bold> leaf number per plant, <bold>(c)</bold> plant height, <bold>(d)</bold> fresh weight, <bold>(e)</bold> dry weight, <bold>(f)</bold> primary root length, and <bold>(g)</bold> total chlorophyll content. In <bold>(b-g)</bold>, different lowercase letters indicate significant differences among strains under the same condition (p&lt; 0.05, one-way ANOVA with Duncan&#x2019;s test, n = 3).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1745076-g007.tif">
<alt-text content-type="machine-generated">Nine square pots of plants are displayed in panel a, each labeled by group: CK, Medium, A1, B3, C3, C4, A1+B3, A1+C4, and B3+C3. Panels b through g show six grouped bar charts comparing plant growth parameters: total leaf number, plant height, fresh weight, dry weight, main root length, and chlorophyll content across the nine groups, with statistical differences indicated by letters above the bars.</alt-text>
</graphic></fig>
<p>Among the single-strain treatments, strain C4 demonstrated the most prominent effect. The C4-inoculated plants showed an increase of 9 leaves, a plant height increase of 1.5 cm, fresh and dry weight increases of 0.279 g and 0.224 g respectively, a root length increase of 1.023 cm, and a chlorophyll content increase of 0.366 mg/g wt. The other strains (C3, A1, and B3) also exhibited varying degrees of growth-promoting effects. Notably, the bacterial consortium treatments generally outperformed the single-strain treatments, with the C4+A1 combination showing the most significant effects: plant height increased by 7.587 cm, fresh and dry weights increased by 0.631 g and 0.383 g respectively, and chlorophyll content increased by 0.708 mg/g fresh weight. All these parameters were significantly higher than those of the control group and most single-strain treatments (<xref ref-type="fig" rid="f7"><bold>Figures&#xa0;7b&#x2013;g</bold></xref>).</p>
<p>Additionally, although some parameters in the pure medium treatment group were slightly higher than those in the control (CK), its growth-promoting effect remained significantly lower than all bacterial suspension treatments. This indicates that the observed plant growth promotion primarily resulted from the biological activity of the inoculated <italic>Actinobacteria</italic>, rather than interference from medium components.</p>
<p>In summary, this study demonstrates that <italic>Actinobacteria</italic> originating from the lavender rhizosphere, particularly strains C4 and A1 and their consortium, can effectively promote the growth of <italic>A</italic>. <italic>thaliana</italic> seedlings. They significantly enhance biomass accumulation, root development, and photosynthetic pigment content, demonstrating substantial potential for application as plant growth-promoting bacteria.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This study systematically integrated metagenomic and culturomic strategies to deeply analyze the structure and function of microbial communities in the rhizosphere and endosphere of lavender, successfully isolating multiple rhizosphere actinobacterial strains with significant plant growth-promoting (PGP) potential. The findings not only further confirm the dominant status of <italic>Actinobacteria</italic> in the lavender rhizosphere micro-ecosystem but also provide experimental evidence for their multifaceted mechanisms in regulating plant growth under salt stress.</p>
<p>The composition and function of plant rhizosphere and endophytic microbial communities are highly dependent on plant species, tissue type, and soil environment (<xref ref-type="bibr" rid="B33">Yin et&#xa0;al., 2025</xref>). This study found that the diversity and richness of bacterial communities in lavender roots were significantly higher than those in stems and leaves, with the phylum <italic>Actinomycetota</italic> significantly enriched in the roots. This aligns with findings from <xref ref-type="bibr" rid="B35">Yuan et&#xa0;al. (2022)</xref> and <xref ref-type="bibr" rid="B23">Park et&#xa0;al. (2023)</xref>, indicating that plants actively recruit and enrich microbial taxa with specific functions through root exudates, forming niche-specific microenvironments. This view is consistent with that of <xref ref-type="bibr" rid="B4">Bai et&#xa0;al. (2022)</xref>. As the critical interface for plant-soil microbe interactions, the structure and function of the root microbial community play a vital regulatory role in plant nutrient acquisition, disease resistance, and abiotic stress tolerance.</p>
<p>Further metagenomic functional annotation revealed that the lavender rhizosphere microbiome was enriched with genes associated with carbohydrate metabolism, amino acid metabolism, and the biosynthesis of secondary metabolites. This enrichment was particularly pronounced in the genera <italic>Streptomyces</italic> and <italic>Nocardioides</italic>. These functions are closely linked to plant nutrient uptake, stress response, and the induction of systemic resistance, suggesting that rhizosphere <italic>Actinobacteria</italic> may play a potential role in improving the rhizosphere microenvironment and enhancing plant stress tolerance. For instance, Mendes et&#xa0;al., in their study on disease-suppressive soils, indicated that <italic>Actinomycetota</italic> is one of the most dynamic microbial groups in the rhizosphere, and its abundance is significantly correlated with soil suppressiveness (<xref ref-type="bibr" rid="B22">Mendes et&#xa0;al., 2011</xref>). Similarly, Beneduzi et&#xa0;al. systematically summarized how PGPR contribute to plant disease control and growth promotion through mechanisms such as siderophore and antibiotic production, as well as induced systemic resistance (ISR) (<xref ref-type="bibr" rid="B7">Beneduzi et&#xa0;al., 2012</xref>). Furthermore, Cordovez et&#xa0;al. revealed that volatile organic compounds (VOCs) produced by <italic>Streptomyces</italic> not only exhibit antifungal activity but also promote plant growth, providing new insights into the chemical communication mechanisms by which rhizosphere microbes regulate plant health (<xref ref-type="bibr" rid="B12">Cordovez et&#xa0;al., 2015</xref>). Redundancy Analysis (RDA) results demonstrated significant correlations between key soil physicochemical factors (e.g., pH, available phosphorus, soil organic matter) and the distribution of microbial functions, further corroborating the role of the soil environment in shaping microbial community functionality. This aligns with the conclusions of Mendes et&#xa0;al. regarding the influence of soil properties on microbial community structure (<xref ref-type="bibr" rid="B22">Mendes et&#xa0;al., 2011</xref>). Therefore, the <italic>Actinobacteria</italic> enriched in the lavender rhizosphere not only possess broad metabolic potential but also play crucial ecological roles in responding to soil environmental changes, participating in nutrient cycling, and inducing systemic resistance.</p>
<p>At the strain level, we isolated 10 actinobacterial strains with multiple PGP traits from the lavender rhizosphere soil. Most strains possessed capabilities for phosphate solubilization, siderophore production, ACC deaminase activity, and nitrogen fixation, and exhibited good tolerance under saline-alkaline conditions. It is particularly noteworthy that strains such as A1 and C4 showed outstanding performance in IAA synthesis and phosphate solubilization, indicating their dual potential in promoting plant growth and improving nutrient use efficiency. Consistent with studies by <xref ref-type="bibr" rid="B27">Sivagnanam et&#xa0;al. (2022)</xref> and <xref ref-type="bibr" rid="B9">Borah et&#xa0;al. (2022)</xref> on the potential of <italic>Actinobacteria</italic> in adverse agricultural environments, our findings further validate the promise of <italic>Actinobacteria</italic> as plant growth-promoting resources.</p>
<p>Mechanistically, this study not only verified the direct PGP functions of these <italic>Actinobacteria</italic> but also, through pot experiments with <italic>A</italic>. <italic>thaliana</italic>, revealed their potential in systemically inducing stress resistance. Inoculation with <italic>Actinobacteria</italic>, particularly the C4+A1 consortium, significantly enhanced root length, biomass, and chlorophyll content in plants. This suggests that their growth-promoting and stress-mitigating effects may be achieved through synergistic mechanisms, including the modulation of endogenous hormones, enhancement of antioxidant enzyme activities, and improvement of root architecture. Similarly, <italic>Bacillus subtilis</italic> TCX1 enhanced cucumber resistance to <italic>Fusarium</italic> wilt by producing antimicrobial substances, cell wall-degrading enzymes, and inducing systemic resistance (ISR/SAR), further illustrating the comprehensive advantages of multifunctional microorganisms in plant health management (<xref ref-type="bibr" rid="B14">Dong et&#xa0;al., 2025</xref>).</p>
<p>In summary, this study systematically elucidated the ecological functions and agricultural application potential of lavender rhizosphere actinobacteria, spanning from community ecology and functional genomics to strain characteristics and inoculation effects, through an integrated meta-genomics and culturomics approach. The selected elite strains (e.g., A1, C4, and their compound inoculant C4+A1) exhibit both saline-alkaline tolerance and multiple plant growth-promoting traits, providing direct microbial resources and a theoretical foundation for developing specialized microbial agents aimed at mitigating saline-alkali stress and continuous cropping obstacles in lavender cultivation.</p>
<p>It is important to note that the pot experiment in this study employed <italic>A</italic>. <italic>thaliana</italic> as a model plant, with the primary aim of efficiently and controllably providing initial validation of the core plant growth-promoting functions of the screened <italic>Actinobacteria</italic>. While <italic>A. thaliana</italic> offers significant advantages in revealing the fundamental mechanisms of plant-microbe interactions (<xref ref-type="bibr" rid="B29">Uauy et&#xa0;al., 2025</xref>), direct extrapolation of these results to lavender or other crops requires caution. Complex factors in field environments (such as climatic fluctuations, soil heterogeneity, competition from indigenous microorganisms, and physiological differences in the crop plants themselves) may significantly influence the colonization efficiency and functional performance of the introduced strains. Future research should advance along two main avenues: on the application front, systematic validation through subsequent pot trials with lavender, followed by field plot experiments and ultimately large-scale demonstrations, is still required to assess the practical value of these strains in real agricultural ecosystems. On the mechanistic front, multi-omics technologies could be employed to decipher the biosynthetic pathways of their key active metabolites, thereby facilitating their precise application in ecological agriculture.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>This study, by integrating metagenomic and culturomic strategies, has elucidated the functional core of the lavender rhizosphere microecology and successfully mined actinobacterial resources that combine saline-alkali tolerance with multiple plant growth-promoting functions. Among these, the compound inoculant C4+A1 demonstrated a significant growth-promoting effect. These elite strains provide a direct resource foundation for developing specialized microbial agents aimed at addressing saline-alkali stress and continuous cropping obstacles in lavender cultivation. The research not only clarifies the ecological functions of rhizosphere <italic>Actinobacteria</italic> but also offers crucial microbial germplasm and a theoretical basis for their practical application in ecological agriculture. It should be emphasized that these growth-promoting effects, observed in the model plant <italic>A</italic>. <italic>thaliana</italic>, require further validation through pot and field trials using lavender as the host plant. Future work should focus on the field efficacy verification and industrial development of these microbial agents.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428493<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428494<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428495<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428496<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428497<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428498<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428499<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428500<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428501<uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, ON428502.</p></sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The plant samples (<italic>Lavandula latifolia</italic> Vill. and <italic>Lavandula angustifolia</italic> Mill.) and associated rhizosphere soil samples used in this study were collected from cultivated fields in Huocheng County, Xinjiang, China. All necessary permissions for sampling were obtained from the respective land owners or relevant authorities. This study complied with all relevant institutional, national, and international guidelines and legislation for the experimental research and collection of plant and soil materials. No endangered or protected species were involved.</p></sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>XH: Funding acquisition, Methodology, Writing &#x2013; review &amp; editing. JC: Data curation, Formal analysis, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JZ: Data curation, Methodology, Writing &#x2013; review &amp; editing. GW: Data curation, Formal Analysis, Project administration, Writing &#x2013; original draft. LM: Data curation, Methodology, Project administration, Writing &#x2013; original draft. TA: Methodology, Writing &#x2013; review &amp; editing.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>Special thanks to reviewers for their valuable comments. In addition, the authors gratefully acknowledge every teacher, classmate, and friend who helped the authors with their experiment and writing.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<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 id="s11" sec-type="ai-statement">
<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 id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2026.1745076/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2026.1745076/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/></sec>
<ref-list>
<title>References</title>
<ref id="B1">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Alves-Silva</surname> <given-names>J.</given-names></name>
<name><surname>Zuzarte</surname> <given-names>M.</given-names></name>
<name><surname>Cavaleiro</surname> <given-names>C.</given-names></name>
<name><surname>Salgueiro</surname> <given-names>L.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Antibiofilm effect of <italic>lavandula multifida</italic> essential oil: A new approach for chronic infections</article-title>. <source>Pharmaceutics</source> <volume>15</volume>, <elocation-id>2142</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/pharmaceutics15082142</pub-id>, PMID: <pub-id pub-id-type="pmid">37631356</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Asghar</surname> <given-names>W.</given-names></name>
<name><surname>Craven</surname> <given-names>K. D.</given-names></name>
<name><surname>Swenson</surname> <given-names>J. R.</given-names></name>
<name><surname>Kataoka</surname> <given-names>R.</given-names></name>
<name><surname>Mahmood</surname> <given-names>A.</given-names></name>
<name><surname>Farias</surname> <given-names>J. G.</given-names></name>
</person-group>. (<year>2024</year>). 
<article-title>Enhancing the resilience of agroecosystems through improved rhizosphere processes: A strategic review</article-title>. <source>Int. J. Mol. Sci.</source> <volume>26</volume>, <elocation-id>109</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms26010109</pub-id>, PMID: <pub-id pub-id-type="pmid">39795965</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Asiloglu</surname> <given-names>R.</given-names></name>
<name><surname>Bodur</surname> <given-names>S. O.</given-names></name>
<name><surname>Samuel</surname> <given-names>S. O.</given-names></name>
<name><surname>Aycan</surname> <given-names>M.</given-names></name>
<name><surname>Murase</surname> <given-names>J.</given-names></name>
<name><surname>Harada</surname> <given-names>N.</given-names></name>
</person-group>. (<year>2024</year>). 
<article-title>Trophic modulation of endophytes by rhizosphere protists</article-title>. <source>ISME J.</source> <volume>18</volume>, <elocation-id>wrae235</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/ismejo/wrae235</pub-id>, PMID: <pub-id pub-id-type="pmid">39566094</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bai</surname> <given-names>B.</given-names></name>
<name><surname>Liu</surname> <given-names>W. D.</given-names></name>
<name><surname>Qiu</surname> <given-names>X. Y.</given-names></name>
<name><surname>Zhang</surname> <given-names>J.</given-names></name>
<name><surname>Zhang</surname> <given-names>J. Y.</given-names></name>
<name><surname>Bai</surname> <given-names>Y.</given-names></name>
</person-group>. (<year>2022</year>). 
<article-title>The root microbiome: Community assembly and its contributions to plant fitness</article-title>. <source>J. Integr. Plant Biol.</source> <volume>64</volume>, <fpage>230</fpage>&#x2013;<lpage>243</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jipb.13226</pub-id>, PMID: <pub-id pub-id-type="pmid">35029016</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Batiha</surname> <given-names>G. E.</given-names></name>
<name><surname>Teibo</surname> <given-names>J. O.</given-names></name>
<name><surname>Wasef</surname> <given-names>L.</given-names></name>
<name><surname>Shaheen</surname> <given-names>H. M.</given-names></name>
<name><surname>Akomolafe</surname> <given-names>A. P.</given-names></name>
<name><surname>Teibo</surname> <given-names>T. K. A.</given-names></name>
<etal/>
</person-group>. (<year>2023</year>). 
<article-title>A review of the bioactive components and pharmacological properties of <italic>Lavandula</italic> species</article-title>. <source>Naunyn Schmiedebergs Arch. Pharmacol.</source> <volume>396</volume>, <fpage>877</fpage>&#x2013;<lpage>900</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00210-023-02392-x</pub-id>, PMID: <pub-id pub-id-type="pmid">36773055</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Behera</surname> <given-names>P. R.</given-names></name>
<name><surname>Behera</surname> <given-names>K. K.</given-names></name>
<name><surname>Sethi</surname> <given-names>G.</given-names></name>
<name><surname>Prabina</surname> <given-names>B. J.</given-names></name>
<name><surname>Bai</surname> <given-names>A. T.</given-names></name>
<name><surname>Sipra</surname> <given-names>B. S.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Enhancing agricultural sustainability through rhizomicrobiome: A review</article-title>. <source>J. Basic Microbiol.</source> <volume>64</volume>, <fpage>e2400100</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jobm.202400100</pub-id>, PMID: <pub-id pub-id-type="pmid">38899609</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Beneduzi</surname> <given-names>A.</given-names></name>
<name><surname>Ambrosini</surname> <given-names>A.</given-names></name>
<name><surname>Passaglia</surname> <given-names>L. M.</given-names></name>
</person-group> (<year>2012</year>). 
<article-title>Plant growth-promoting rhizobacteria (PGPR): Their potential as antagonists and biocontrol agents</article-title>. <source>Genet. Mol. Biol.</source> <volume>35</volume>, <fpage>1044</fpage>&#x2013;<lpage>1051</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1590/s1415-47572012000600020</pub-id>, PMID: <pub-id pub-id-type="pmid">23411488</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bilyk</surname> <given-names>O.</given-names></name>
<name><surname>Luzhetskyy</surname> <given-names>A.</given-names></name>
</person-group> (<year>2016</year>). 
<article-title>Metabolic engineering of natural product biosynthesis in actinobacteria</article-title>. <source>Curr. Opin. Biotechnol.</source> <volume>42</volume>, <fpage>98</fpage>&#x2013;<lpage>107</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.copbio.2016.03.008</pub-id>, PMID: <pub-id pub-id-type="pmid">27058643</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Borah</surname> <given-names>A.</given-names></name>
<name><surname>Hazarika</surname> <given-names>S. N.</given-names></name>
<name><surname>Thakur</surname> <given-names>D.</given-names></name>
</person-group> (<year>2022</year>). 
<article-title>Potentiality of actinobacteria to combat against biotic and abiotic stresses in tea [<italic>Camellia sinensis</italic> (L) O. Kuntze</article-title>. <source>J. Appl. Microbiol.</source> <volume>133</volume>, <fpage>2314</fpage>&#x2013;<lpage>2330</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jam.15734</pub-id>, PMID: <pub-id pub-id-type="pmid">35880359</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bukhat</surname> <given-names>S.</given-names></name>
<name><surname>Imran</surname> <given-names>A.</given-names></name>
<name><surname>Javaid</surname> <given-names>S.</given-names></name>
<name><surname>Shahid</surname> <given-names>M.</given-names></name>
<name><surname>Majeed</surname> <given-names>A.</given-names></name>
<name><surname>Naqqash</surname> <given-names>T.</given-names></name>
<etal/>
</person-group>. (<year>2020</year>). 
<article-title>Communication of plants with microbial world: Exploring the regulatory networks for PGPR mediated defense signaling</article-title>. <source>Microbiol. Res.</source> <volume>238</volume>, <elocation-id>126486</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.micres.2020.126486</pub-id>, PMID: <pub-id pub-id-type="pmid">32464574</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cao</surname> <given-names>S.</given-names></name>
<name><surname>Li</surname> <given-names>Y. L.</given-names></name>
<name><surname>Dong</surname> <given-names>J. R.</given-names></name>
<name><surname>Qin</surname> <given-names>B.</given-names></name>
<name><surname>Yang</surname> <given-names>G.</given-names></name>
<name><surname>Yin</surname> <given-names>Y. P.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Decline in rhizosphere VOC diversity drives microbiome restructuring inducing <italic>Fritillaria pallidiflora</italic> replant disease</article-title>. <source>Ind. Crop Prod.</source> <volume>234</volume>, <elocation-id>121622</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.indcrop.2025.121622</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cordovez</surname> <given-names>V.</given-names></name>
<name><surname>Carrion</surname> <given-names>V. J.</given-names></name>
<name><surname>Etalo</surname> <given-names>D. W.</given-names></name>
<name><surname>Mumm</surname> <given-names>R.</given-names></name>
<name><surname>Zhu</surname> <given-names>H.</given-names></name>
<name><surname>Wezel</surname> <given-names>G. P.</given-names></name>
<etal/>
</person-group>. (<year>2015</year>). 
<article-title>Diversity and functions of volatile organic compounds produced by <italic>Streptomyces</italic> from a disease-suppressive soil</article-title>. <source>Front. Microbiol.</source> <volume>6</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2015.01081</pub-id>, PMID: <pub-id pub-id-type="pmid">26500626</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cui</surname> <given-names>X. S.</given-names></name>
<name><surname>Meng</surname> <given-names>T. T.</given-names></name>
<name><surname>Zhu</surname> <given-names>N.</given-names></name>
<name><surname>Li</surname> <given-names>X.</given-names></name>
<name><surname>Leng</surname> <given-names>F. F.</given-names></name>
<name><surname>Wang</surname> <given-names>Y. G.</given-names></name>
</person-group>. (<year>2023</year>). 
<article-title>Composition, function and driving factors of microbial communities in rhizosphere soil and root endophyte of <italic>Codonopsis pilosula</italic> in different years</article-title>. <source>Rhizosphere</source> <volume>27</volume>, <elocation-id>100712</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.rhisph.2023.100712</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Dong</surname> <given-names>Y.</given-names></name>
<name><surname>Zhu</surname> <given-names>M.</given-names></name>
<name><surname>Zhao</surname> <given-names>Y.</given-names></name>
<name><surname>Yi</surname> <given-names>E. J.</given-names></name>
<name><surname>Zhang</surname> <given-names>J.</given-names></name>
<name><surname>Wang</surname> <given-names>Z.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title><italic>Bacillus subtilis</italic> Strain TCX1 Isolated from <italic>Ambrosia artemisiifolia</italic>: Enhancing Cucumber Growth and Biocontrol Against Cucumber <italic>Fusarium</italic> Wilt</article-title>. <source>Plants (Basel)</source> <volume>14</volume>, <elocation-id>3068</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants14193068</pub-id>, PMID: <pub-id pub-id-type="pmid">41095209</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>H&#xe9;ral</surname> <given-names>B.</given-names></name>
<name><surname>Stierlin</surname> <given-names>&#xc9;</given-names></name>
<name><surname>Fernandez</surname> <given-names>X.</given-names></name>
<name><surname>Michel</surname> <given-names>T.</given-names></name>
</person-group>. (<year>2020</year>). 
<article-title>Phytochemicals from the genus <italic>Lavandula</italic>: a review</article-title>. <source>Phytochem. Rev.</source> <volume>20</volume>, <fpage>751</fpage>&#x2013;<lpage>771</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11101-020-09719-z</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Jagadesh</surname> <given-names>M.</given-names></name>
<name><surname>Dash</surname> <given-names>M.</given-names></name>
<name><surname>Kumari</surname> <given-names>A.</given-names></name>
<name><surname>Singh</surname> <given-names>S. K.</given-names></name>
<name><surname>Verma</surname> <given-names>K. K.</given-names></name>
<name><surname>Kumar</surname> <given-names>P.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Revealing the hidden world of soil microbes: Metagenomic insights into plant, bacteria, and fungi interactions for sustainable agriculture and ecosystem restoration</article-title>. <source>Microbiol. Res.</source> <volume>285</volume>, <elocation-id>127764</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.micres.2024.127764</pub-id>, PMID: <pub-id pub-id-type="pmid">38805978</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Jia</surname> <given-names>T.</given-names></name>
<name><surname>Yao</surname> <given-names>Y. S.</given-names></name>
<name><surname>Guo</surname> <given-names>T. Y.</given-names></name>
<name><surname>Wang</surname> <given-names>R. H.</given-names></name>
<name><surname>Chai</surname> <given-names>B. F.</given-names></name>
</person-group>. (<year>2020</year>). 
<article-title>Effects of plant and soil characteristics on phyllosphere and rhizosphere fungal communities during plant development in a copper tailings dam</article-title>. <source>Front. Microbiol.</source> <volume>11</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2020.556002</pub-id>, PMID: <pub-id pub-id-type="pmid">33133030</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kulabas</surname> <given-names>S. S.</given-names></name>
<name><surname>Ipek</surname> <given-names>H.</given-names></name>
<name><surname>Tufekci</surname> <given-names>A. R.</given-names></name>
<name><surname>Arslan</surname> <given-names>S.</given-names></name>
<name><surname>Demirtas</surname> <given-names>I.</given-names></name>
<name><surname>Ekren</surname> <given-names>R.</given-names></name>
<etal/>
</person-group>. (<year>2018</year>). 
<article-title>Ameliorative potential of <italic>Lavandula stoechas</italic> in metabolic syndrome via multitarget interactions</article-title>. <source>J. Ethnopharmacol.</source> <volume>223</volume>, <fpage>88</fpage>&#x2013;<lpage>98</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jep.2018.04.043</pub-id>, PMID: <pub-id pub-id-type="pmid">29729383</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>J. R.</given-names></name>
<name><surname>Li</surname> <given-names>H.</given-names></name>
<name><surname>Wang</surname> <given-names>Y. M.</given-names></name>
<name><surname>Zhang</surname> <given-names>W. Y.</given-names></name>
<name><surname>Wang</surname> <given-names>D.</given-names></name>
<name><surname>Dong</surname> <given-names>Y.</given-names></name>
<etal/>
</person-group>. (<year>2023</year>). 
<article-title>Decoupling subgenomes within hybrid lavandin provide new insights into speciation and monoterpenoid diversification of <italic>Lavandula</italic></article-title>. <source>Plant Biotechnol. J.</source> <volume>21</volume>, <fpage>2084</fpage>&#x2013;<lpage>2099</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/pbi.14115</pub-id>, PMID: <pub-id pub-id-type="pmid">37399213</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>L. L.</given-names></name>
<name><surname>Huang</surname> <given-names>X. Q.</given-names></name>
<name><surname>Zhang</surname> <given-names>J. B.</given-names></name>
<name><surname>Cai</surname> <given-names>Z. C.</given-names></name>
<name><surname>Jiang</surname> <given-names>K.</given-names></name>
<name><surname>Chang</surname> <given-names>Y. Y.</given-names></name>
</person-group>. (<year>2020</year>). 
<article-title>Deciphering the relative importance of soil and plant traits on the development of rhizosphere microbial communities</article-title>. <source>Soil Biol. Biochem.</source> <volume>148</volume>, <fpage>107907</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.soilbio.2020.107909</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Long</surname> <given-names>Y. H.</given-names></name>
<name><surname>Zhang</surname> <given-names>Y.</given-names></name>
<name><surname>Huang</surname> <given-names>F.</given-names></name>
<name><surname>Liu</surname> <given-names>S.</given-names></name>
<name><surname>Gao</surname> <given-names>T.</given-names></name>
<name><surname>Zhang</surname> <given-names>Y. L.</given-names></name>
</person-group>. (<year>2022</year>). 
<article-title>Diversity and antimicrobial activities of culturable actinomycetes from <italic>Odontotermes formosanus</italic> (Blattaria: Termitidae)</article-title>. <source>BMC Microbiol.</source> <volume>22</volume>, <fpage>80</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12866-022-02501-5</pub-id>, PMID: <pub-id pub-id-type="pmid">35337263</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Mendes</surname> <given-names>R.</given-names></name>
<name><surname>Kruijt</surname> <given-names>M.</given-names></name>
<name><surname>de Bruijn</surname> <given-names>I.</given-names></name>
<name><surname>Dekkers</surname> <given-names>E.</given-names></name>
<name><surname>van der Voort</surname> <given-names>M.</given-names></name>
<name><surname>Schneider</surname> <given-names>J. H. M.</given-names></name>
<etal/>
</person-group>. (<year>2011</year>). 
<article-title>Deciphering the rhizosphere microbiome for disease-suppressive bacteria</article-title>. <source>Science</source> <volume>332</volume>, <fpage>1097</fpage>&#x2013;<lpage>1100</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1203980</pub-id>, PMID: <pub-id pub-id-type="pmid">21551032</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Park</surname> <given-names>I.</given-names></name>
<name><surname>Seo</surname> <given-names>Y. S.</given-names></name>
<name><surname>Mannaa</surname> <given-names>M.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Recruitment of the rhizo-microbiome army: assembly determinants and engineering of the rhizosphere microbiome as a key to unlocking plant potential</article-title>. <source>Front. Microbiol.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2023.1163832</pub-id>, PMID: <pub-id pub-id-type="pmid">37213524</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ren</surname> <given-names>Y. Z.</given-names></name>
<name><surname>Tan</surname> <given-names>H.</given-names></name>
<name><surname>Li</surname> <given-names>Z. J.</given-names></name>
<name><surname>Du</surname> <given-names>J.</given-names></name>
<name><surname>Li</surname> <given-names>H.</given-names></name>
</person-group>. (<year>2008</year>). 
<article-title>First report of lavender wilt caused by <italic>Fusarium solani</italic> in China</article-title>. <source>Plant Pathol.</source> <volume>57</volume>, <fpage>377</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3059.2007.01751.x</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Shankar</surname> <given-names>N.</given-names></name>
<name><surname>Shetty</surname> <given-names>P.</given-names></name>
<name><surname>Melo</surname> <given-names>T. C.</given-names></name>
<name><surname>Kesseli</surname> <given-names>R.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Multi-generation ecosystem selection of rhizosphere microbial communities associated with plant genotype and biomass in <italic>arabidopsis thaliana</italic></article-title>. <source>Microorganisms</source> <volume>11</volume>, <elocation-id>2932</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/microorganisms11122932</pub-id>, PMID: <pub-id pub-id-type="pmid">38138075</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Singh</surname> <given-names>B. K.</given-names></name>
<name><surname>Millard</surname> <given-names>P.</given-names></name>
<name><surname>Whiteley</surname> <given-names>A. S.</given-names></name>
<name><surname>Murrell</surname> <given-names>J. C.</given-names></name>
</person-group> (<year>2004</year>). 
<article-title>Unravelling rhizosphere-microbial interactions: opportunities and limitations</article-title>. <source>Trends Microbiol.</source> <volume>12</volume>, <fpage>386</fpage>&#x2013;<lpage>393</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tim.2004.06.008</pub-id>, PMID: <pub-id pub-id-type="pmid">15276615</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Sivagnanam</surname> <given-names>S.</given-names></name>
<name><surname>Peter</surname> <given-names>L.</given-names></name>
<name><surname>Alisa</surname> <given-names>S. V.</given-names></name>
<name><surname>Balu</surname> <given-names>K.</given-names></name>
<name><surname>Pablo</surname> <given-names>C.</given-names></name>
</person-group>. (<year>2022</year>). 
<article-title>Plant growth-promoting actinobacterial inoculant assisted phytoremediation increases cadmium uptake in <italic>Sorghum bicolor</italic> under drought and heat stresses</article-title>. <source>Environ. pollut.</source> <volume>307</volume>, <elocation-id>119489</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.envpol.2022.119489</pub-id>, PMID: <pub-id pub-id-type="pmid">35594999</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Tan</surname> <given-names>Y.</given-names></name>
<name><surname>Cui</surname> <given-names>Y. S.</given-names></name>
<name><surname>Li</surname> <given-names>H. Y.</given-names></name>
<name><surname>Kuang</surname> <given-names>A. X.</given-names></name>
<name><surname>Li</surname> <given-names>X. R.</given-names></name>
<name><surname>Wei</surname> <given-names>Y. L.</given-names></name>
<etal/>
</person-group>. (<year>2017</year>). 
<article-title>Rhizospheric soil and root endogenous fungal diversity and composition in response to continuous <italic>Panax notoginseng</italic> cropping practices</article-title>. <source>Microbiol. Res.</source> <volume>194</volume>, <fpage>10</fpage>&#x2013;<lpage>19</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.micres.2016.09.009</pub-id>, PMID: <pub-id pub-id-type="pmid">27938858</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Uauy</surname> <given-names>C.</given-names></name>
<name><surname>Nelissen</surname> <given-names>H.</given-names></name>
<name><surname>Chan</surname> <given-names>R. L.</given-names></name>
<name><surname>Napier</surname> <given-names>J. A.</given-names></name>
<name><surname>Seung</surname> <given-names>D.</given-names></name>
<name><surname>Liu</surname> <given-names>L. S.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Challenges of translating Arabidopsis insights into crops</article-title>. <source>Plant Cell.</source> <volume>37</volume>, <elocation-id>koaf059</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/plcell/koaf059</pub-id>, PMID: <pub-id pub-id-type="pmid">40178150</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>G.</given-names></name>
<name><surname>Ren</surname> <given-names>Y.</given-names></name>
<name><surname>Bai</surname> <given-names>X. J.</given-names></name>
<name><surname>Su</surname> <given-names>Y. Y.</given-names></name>
<name><surname>Han</surname> <given-names>J. P.</given-names></name>
</person-group>. (<year>2022</year>). 
<article-title>Contributions of beneficial microorganisms in soil remediation and quality improvement of medicinal plants</article-title>. <source>Plants (Basel)</source> <volume>11</volume>, <elocation-id>3200</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants11233200</pub-id>, PMID: <pub-id pub-id-type="pmid">36501240</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wani</surname> <given-names>A. K.</given-names></name>
<name><surname>Qadir</surname> <given-names>F.</given-names></name>
<name><surname>Elboughdiri</surname> <given-names>N.</given-names></name>
<name><surname>Rahayu</surname> <given-names>F.</given-names></name>
<name><surname>Saefudin</surname></name>
<name><surname>Pranowo</surname> <given-names>D.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Metagenomics and plant-microbe symbioses: Microbial community dynamics, functional roles in carbon sequestration, nitrogen transformation, sulfur and phosphorus mobilization for sustainable soil health</article-title>. <source>Biotechnol. Adv.</source> <volume>82</volume>, <elocation-id>108580</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bioteChadv.2025.108580</pub-id>, PMID: <pub-id pub-id-type="pmid">40246210</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Xun</surname> <given-names>W. B.</given-names></name>
<name><surname>Shao</surname> <given-names>J. H.</given-names></name>
<name><surname>Shen</surname> <given-names>Q. R.</given-names></name>
<name><surname>Zhang</surname> <given-names>R. F.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>Rhizosphere microbiome: Functional compensatory assembly for plant fitness</article-title>. <source>Comput. Struct. Biotechnol. J.</source> <volume>19</volume>, <fpage>5487</fpage>&#x2013;<lpage>5493</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.csbj.2021.09.035</pub-id>, PMID: <pub-id pub-id-type="pmid">34712394</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yin</surname> <given-names>X. Y.</given-names></name>
<name><surname>Song</surname> <given-names>Y. J.</given-names></name>
<name><surname>Shen</surname> <given-names>J. Z.</given-names></name>
<name><surname>Sun</surname> <given-names>L. T.</given-names></name>
<name><surname>Fan</surname> <given-names>K.</given-names></name>
<name><surname>Chen</surname> <given-names>H.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>The role of rhizosphere microbial community structure in the growth and development of different tea cultivars</article-title>. <source>Appl. Soil Ecol.</source> <volume>206</volume>, <elocation-id>105817</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/J.APSOIL.2024.105817</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yu</surname> <given-names>T. B.</given-names></name>
<name><surname>Yang</surname> <given-names>R. Q.</given-names></name>
<name><surname>Jie</surname> <given-names>X. T.</given-names></name>
<name><surname>Lian</surname> <given-names>T. X.</given-names></name>
<name><surname>Zang</surname> <given-names>H. D.</given-names></name>
<name><surname>Zeng</surname> <given-names>Z. H.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Organic management improved the multifunctionality in recolonization soil by increasing microbial diversity and function</article-title>. <source>Funct. Ecol.</source> <volume>38</volume>, <fpage>2207</fpage>&#x2013;<lpage>2219</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/1365-2435.14637</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yuan</surname> <given-names>Z. N.</given-names></name>
<name><surname>Pang</surname> <given-names>Z. Q.</given-names></name>
<name><surname>Fallah</surname> <given-names>N.</given-names></name>
<name><surname>Zhou</surname> <given-names>Y. M.</given-names></name>
<name><surname>Dong</surname> <given-names>F.</given-names></name>
<name><surname>Lin</surname> <given-names>W. X.</given-names></name>
<etal/>
</person-group>. (<year>2022</year>). 
<article-title>Silicon fertilizer mediated structural variation and niche differentiation in the rhizosphere and endosphere bacterial microbiome and metabolites of sugarcane</article-title>. <source>Front. Microbiol.</source> <volume>13</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2022.1009505</pub-id>, PMID: <pub-id pub-id-type="pmid">36246262</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhang</surname> <given-names>L.</given-names></name>
<name><surname>Loh</surname> <given-names>K.</given-names></name>
<name><surname>Lim</surname> <given-names>W. J.</given-names></name>
<name><surname>Zhang</surname> <given-names>J. X.</given-names></name>
</person-group>. (<year>2019</year>). 
<article-title>Bioinformatics analysis of metagenomics data of biogas-producing microbial communities in anaerobic digesters: A review</article-title>. <source>Renew Sust. Energ. Rev.</source> <volume>100</volume>, <fpage>110</fpage>&#x2013;<lpage>126</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.rser.2018.10.021</pub-id>
</mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/241745">Mohammad Golam Mostofa</ext-link>, SUNY College of Environmental Science and Forestry, United States</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2938650">L&#xe1;szl&#xf3; Orl&#xf3;ci</ext-link>, Hungarian University of Agricultural and Life Sciences, Hungary</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2938861">Zobia Khatoon</ext-link>, Nankai University, China</p></fn>
</fn-group>
</back>
</article>