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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
<issn pub-type="epub">2571-581X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsufs.2024.1362265</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sustainable Food Systems</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>Stenotrophomonas</italic> strain CD2 reduces cadmium accumulation in <italic>Brassica rapa</italic> L.</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Fan</surname> <given-names>Xia</given-names></name><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2614556/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Yuan</surname> <given-names>Kai</given-names></name>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author"><name><surname>Peng</surname> <given-names>Qian</given-names></name>
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<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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</contrib>
<contrib contrib-type="author"><name><surname>Lv</surname> <given-names>Ruiling</given-names></name>
</contrib>
<contrib contrib-type="author"><name><surname>Zheng</surname> <given-names>Yongliang</given-names></name>
<uri xlink:href="https://loop.frontiersin.org/people/422913/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff><institution>College of Biology and Agriculture Resources, Huanggang Normal University</institution>, <addr-line>Huanggang</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Juan Han, Chinese Academy of Agricultural Sciences, China</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Xiangjun Zhou, Hubei Normal University, China</p>
<p>Linqian Han, Washington State University, United States</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Xia Fan, <email>fanxia@hgnu.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>8</volume>
<elocation-id>1362265</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Fan, Yuan, Peng, Lv and Zheng.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Fan, Yuan, Peng, Lv and Zheng</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Cadmium (Cd) is a highly toxic heavy metal which contaminates agricultural soils and is easily absorbed by plants. <italic>Brassica rapa</italic> L. is one of the most popular vegetables in China and is known to accumulate Cd in its roots and aerial tissues.</p>
</sec>
<sec>
<title>Methods</title>
<p>A highly Cd-resistant bacterium (&#x2018;CD2&#x2019;) was isolated and identified. Its ability to immobilize Cd(II) in medium was studied. Strain CD2 were added into Cd-polluted soil to ameliorate Cd accumulation in <italic>B. rapa</italic>. The underlying mechanisms of &#x2018;CD2&#x2019; to reduce Cd accumulation in <italic>B. rapa</italic>. were analyzed by transcriptomics.</p>
</sec>
<sec>
<title>Results and discussion</title>
<p>Strain CD2 was classified as belonging to the genus <italic>Stenotrophomonas</italic>. Strain CD2 was found to be able to remove 0.1 mmol/L Cd(II) after 36 h by intracellular sequestration and by producing biofilm, exopolysaccharide, and H<sub>2</sub>S. When applied to Cd-contaminated soil, &#x2018;CD2&#x2019; significantly increased the content of nonbioavailable Cd by 212.70%. Furthermore, &#x2018;CD2&#x2019;-inoculated <italic>B. rapa</italic> exhibited a 51.16% decrease in the Cd content of roots and a 55.56% decrease in the Cd content of aerial tissues. Transcriptome analysis identified 424 differentially expressed genes (DEGs) in the roots and 501 DEGs in the aerial tissues of uninoculated Cd-exposed plants. By comparison, 1107 DEGs were identified in the roots and 1721 DEGs were identified in the aerial tissues of &#x2018;CD2&#x2019;-inoculated Cd-exposed plants. In both treatment groups, genes related to vacuolar sequestration were upregulated, resulting in inhibited Cd transport. In addition, both catalase and glutathione transferase were induced in uninoculated plants, while the oxidative stress-related genes <italic>CPK</italic> and <italic>RBOH</italic> belonged to &#x2018;plant-pathogen interactions&#x2019; were upregulated in &#x2018;CD2&#x2019;-inoculated plants. Moreover, inoculation with &#x2018;CD2&#x2019; resulted in the enrichment of phenylpropane metabolism; cutin, suberine, and wax biosynthesis; and the AP2, Dof, WOX, Trihelix, B3, EIL, and M-type_MADS transcription factors; as well as the downregulation of zinc transporters and blue copper proteins. All of these changes likely contributed to the reduced Cd accumulation in &#x2018;CD2&#x2019;-inoculated <italic>B. rapa</italic>. The results of this study suggest that <italic>Stenotrophomonas</italic> sp. CD2 may prove to be a useful inoculant to prevent Cd accumulation in <italic>B. rapa</italic>.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Brassica rapa</italic> L.</kwd>
<kwd>cadmium</kwd>
<kwd>
<italic>Stenotrophomonas</italic>
</kwd>
<kwd>Cd accumulation</kwd>
<kwd>transcriptome</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="59"/>
<page-count count="12"/>
<word-count count="7702"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Agro-Food Safety</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>The heavy metal cadmium (Cd) is highly toxic to plants, animals, and humans. Worryingly, Cd can accumulate in vegetables, thereby threatening human health through the food chain (<xref ref-type="bibr" rid="ref21">Kubier et al., 2019</xref>; <xref ref-type="bibr" rid="ref57">Xia et al., 2021</xref>). Cd is categorized as a Class I human carcinogen by the International Agency for Research on Cancer (IARC), and has been linked to lung cancer, breast cancer, nephropathy, and osteoporosis, among other conditions (<xref ref-type="bibr" rid="ref52">Waalkes, 2003</xref>; <xref ref-type="bibr" rid="ref1">Akesson et al., 2008</xref>; <xref ref-type="bibr" rid="ref23">Larsson and Wolk, 2016</xref>). Cd is widely used in the production of a variety of industrial products, including batteries, dyes, coatings, electroplating, cadmium quantum dots, alloys, and nuclear fission infrastructure (<xref ref-type="bibr" rid="ref50">Turner, 2019</xref>). One-sixth of the world&#x2019;s total Cd production comes from China, where Cd pollution has impacted 2.8&#x2009;&#x00D7;&#x2009;10<sup>9</sup>&#x2009;m<sup>2</sup> of farmland (<xref ref-type="bibr" rid="ref28">Liu et al., 2015</xref>). According to the Chinese Ministry of Environmental Protection, Cd has been the most common pollutant exceeding the Ministry&#x2019;s limits, accounting for 7% of all samples (<xref ref-type="bibr" rid="ref60">Zhao et al., 2015</xref>). In fact, Cd-polluted soil is beginning to seriously restrict crop production in China, posing a severe threat to the safety and quality of agricultural products. Thus, effective soil remediation techniques must be developed to mitigate or prevent the absorption of Cd by crops.</p>
<p>Cd is a transition metal with low reduction potential, making biological reduction difficult (<xref ref-type="bibr" rid="ref34">Nancharaiah et al., 2015</xref>). Cd is primarily found in the divalent [Cd(II)] form, which is characterized by high solubility and mobility and which easily accumulates in the food chain (<xref ref-type="bibr" rid="ref21">Kubier et al., 2019</xref>). Cd(II) can enter plant cells by way of various transporters. Cd(II) uptake occurs mainly via ZIP family (<xref ref-type="bibr" rid="ref15">Guerinot, 2000</xref>), natural resistance-associated macrophage protein (NRAMP) family, and yellow stripe-like (YSL) family transporters (<xref ref-type="bibr" rid="ref47">Thomine et al., 2000</xref>; <xref ref-type="bibr" rid="ref12">Feng et al., 2017</xref>). However, the plants can fix metal ions absorbed into plant tissues. They can chelate Cd, store Cd in their vacuoles, or activate the antioxidant defense system to response to Cd toxicity (<xref ref-type="bibr" rid="ref33">Moons, 2003</xref>; <xref ref-type="bibr" rid="ref22">Kuramata et al., 2009</xref>; <xref ref-type="bibr" rid="ref59">Zhang et al., 2010</xref>). For example, some low molecular weight chelators, such as glutathione (GSH), glutathione synthetase (GS), phosphatidylcholine (PC), and metallothioneins (MT), can bind to Cd and then mediate vacuoles through several transporters (<xref ref-type="bibr" rid="ref9">Clemens et al., 2002</xref>; <xref ref-type="bibr" rid="ref8">Clemens, 2006</xref>; <xref ref-type="bibr" rid="ref51">Verbruggen et al., 2009</xref>). In addition, the plant can reduce the Cd absorption from soil. They can secrete organic acids, such as citric acid, malic acid, oxaloacetic acid, malonic acid, and tartaric acid by the roots (<xref ref-type="bibr" rid="ref5">Anjum et al., 2015</xref>). Furthermore, microbes in soli can adsorb Cd on the cell surface using electronegative functional groups and exopolysaccharides (EPS), sequestering Cd inside cells using metallothionein and phytochelatin, or producing hydrogen sulfide (H<sub>2</sub>S) to coprecipitate with Cd (<xref ref-type="bibr" rid="ref57">Xia et al., 2021</xref>). Both secreted acids and microbes can lead to the passivation of soluble metal ions in the soil and effectively prevents their absorption by plants (<xref ref-type="bibr" rid="ref5">Anjum et al., 2015</xref>; <xref ref-type="bibr" rid="ref57">Xia et al., 2021</xref>).</p>
<p>Soil microbes are important members of all terrestrial ecosystems. Studies suggest that certain microbes can not only passivate Cd in soil but also reduce the absorption of Cd by plants. For example, Cd(II)-resistant <italic>Cupriavidus taiwanensis</italic> KKU2500-3 can colonize rice tissues and reduce Cd absorption in Cd-polluted soil (<xref ref-type="bibr" rid="ref39">Punjee et al., 2018</xref>). Both <italic>Methylobacterium oryzae</italic> CBMB20 and <italic>Burkholderia</italic> spp. CBMB40 can promote growth and reduce Ni and Cd absorption in tomato (<xref ref-type="bibr" rid="ref31">Madhaiyan et al., 2007</xref>). In addition, <italic>Pseudomonas fluorescens</italic> UW4 can reduce Cd stress in lettuce and <italic>Enterobacter asburiae</italic> NC16 can reduce Cd absorption in wheat (<xref ref-type="bibr" rid="ref2">Albano and Macfie, 2016</xref>; <xref ref-type="bibr" rid="ref61">Zhou et al., 2019</xref>). Given these results, the use of microbes is increasingly seen as a potentially low-cost and environmentally friendly method to remediate Cd-polluted soils and to prevent the absorption of Cd by crop plants.</p>
<p>Chinese cabbage (<italic>Brassica rapa</italic> L.) is one of the most popular and widely cultivated vegetables in China. Unfortunately, <italic>B. rapa</italic> is known to accumulate Cd in its roots and edible tissues (<xref ref-type="bibr" rid="ref17">He et al., 2013</xref>; <xref ref-type="bibr" rid="ref55">Wu et al., 2022</xref>). Recently, the <italic>B. rapa</italic> Cd stress response has been studied using transcriptomic and proteomic approaches (<xref ref-type="bibr" rid="ref44">Sun et al., 2023</xref>; <xref ref-type="bibr" rid="ref58">Yu et al., 2023</xref>). Notably, several Cd-resistant microbes have been found to reduce Cd absorption by <italic>B. rapa</italic>, including <italic>Pseudomonas</italic> sp. B7 (<xref ref-type="bibr" rid="ref55">Wu et al., 2022</xref>), <italic>Enterobacter</italic> sp. A11, and <italic>Comamonas</italic> sp. A23 (<xref ref-type="bibr" rid="ref53">Wang et al., 2020</xref>). However, the mechanism by which these microbes alter Cd dynamics and toxicity in <italic>B. rapa</italic> is unclear. In this work, we isolated a highly Cd(II)-resistant bacterium (<italic>Stenotrophomonas</italic> sp. CD2) from Cd-contaminated soil and studied its ability to immobilize Cd(II) in medium and in soil. In addition, we evaluated the ability of strain CD2 to ameliorate Cd accumulation in <italic>B. rapa</italic>. Finally, we utilized transcriptomics to discover the mechanisms underlying the ability of &#x201C;CD2&#x201D; to reduce Cd accumulation in <italic>B. rapa</italic>.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Isolation and identification of strain CD2</title>
<p>The strain CD2 was isolated from Cd-contaminated soil in Daye City, Hubei, China (N 29&#x00B0;59&#x2032;41&#x2033;, E114&#x00B0;56&#x2032;56&#x2033;). Soil samples were plated on LB (Luria-Bertani) plates containing 2&#x2009;mM CdCl<sub>2</sub>, which were cultivated at 28&#x00B0;C for 7 d to obtained strain CD2. After cultivation on LB plates for 2&#x2009;days at 28&#x00B0;C, the colonies of strain CD2 were observed. Strain CD2 were cultivated in LB medium until reaching an OD<sub>600</sub> of 1.0. Subsequently, cells were collected by centrifugation at 8000&#x2009;g for 5&#x2009;min at 4&#x00B0;C to observe cells morphology using scanning electron microscopy (SEM) by Wuhan Detection of Technical Sousepad Ltd., Wuhan, China. Additionally, the genome of strain CD2 was sequenced by Wuhan Bio-Broad Co., Ltd., Wuhan, China, and then then annotated using the NCBI Prokaryotic Genome Annotation Pipeline in combination with GeneMarkS+ (<xref ref-type="bibr" rid="ref46">Tatusova et al., 2016</xref>; <xref ref-type="bibr" rid="ref16">Haft et al., 2018</xref>; <xref ref-type="bibr" rid="ref26">Li et al., 2021</xref>). The extracted 16S rRNA gene sequences from its genome were used to construct a neighbor-joining (NJ) phylogenetic tree of strain CD2 using MEGA version11.0 software (<xref ref-type="bibr" rid="ref45">Tamura et al., 2021</xref>).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Heavy metal(loid)s resistance and cd(II) immobilization</title>
<p>The strain CD2 was cultured in LB medium at 28&#x00B0;C with shaking at 150&#x2009;rpm to until reaching an OD<sub>600</sub> of 1.0. Then, 1% (<italic>v/v</italic>) fresh culture was inoculated into LB medium with different heavy metal(loid)s and incubated at 28&#x00B0;C with shaking at 150&#x2009;rpm for further analysis. The OD<sub>600</sub> of the cultures was measured after 48&#x2009;h. The different metals and their corresponding concentrations were as follows: CdCl<sub>2</sub>[Cd(II)]: 0.5, 1.0, 1.5, 2.0, 2.5&#x2009;mM; ZnCl<sub>2</sub>[Zn(II)]: 1.0, 2.0, 4.0, 6.0, 7.0&#x2009;mM; CuCl<sub>2</sub>[Cu(II)]: 1.0, 2.0, 4.0, 5.0, 6.0&#x2009;mM; K2CrO4 [Cr(VI)]: 1.0, 3.0, 6.0, 8.0, 10.0&#x2009;mM; NaAsO<sub>2</sub>[As(III)]: 1.0, 2.0, 4.0, 8.0, 10.0&#x2009;mM; C<sub>8</sub>H<sub>4</sub>K<sub>2</sub>O<sub>12</sub>Sb<sub>2</sub>S<sub>3</sub>(H2O)[Sb(III)]: 1.0, 3.0, 6.0, 8.0, 10.0&#x2009;mM.</p>
<p>1% (<italic>v/v</italic>) fresh culture was inoculated into 100&#x2009;mL of LB medium with or without the addition of 0.1&#x2009;mM Cd(II) to assess the ability of strain CD2 to remove Cd(II). The LB medium without inoculating strain CD2 was as a control. The cultures were incubated at 28&#x00B0;C with shaking at 150&#x2009;rpm. Culture samples were collected at the indicated times to measure the OD<sub>600</sub>, followed by centrifugation at 12,000&#x2009;g for 5&#x2009;min to separate supernatant and pellets. The supernatant were used to measure the Cd(II) concentration by atomic absorption spectrometry (TAS-990\u00B0F, Persee). The pellets were used to measure the Cd(II) concentration in different cell components including extracellular immobilization and intracellular sequestration (<xref ref-type="bibr" rid="ref55">Wu et al., 2022</xref>).</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Biofilm, exopolysaccharide, H<sub>2</sub>S detection, and Fourier transform infrared spectroscopy</title>
<p>The biofilm content and exopolysaccharide (EPS) were detected using the crystal violet staining method and LB-aniline blue plates, respectively (<xref ref-type="bibr" rid="ref35">O&#x2019;Toole and Kolter, 1998</xref>; <xref ref-type="bibr" rid="ref6">Ashraf et al., 2004</xref>). The H<sub>2</sub>S were detected by the lead acetate test paper (<xref ref-type="bibr" rid="ref53">Wang et al., 2020</xref>). Strain CD2 were cultured in LB medium with or without 0.1&#x2009;mmol/L Cd(II) at 28&#x00B0;C with shaking at 150&#x2009;rpm. Cells were harvested at both 24&#x2009;h and 36&#x2009;h, followed by freeze-drying under vacuum conditions using a vacuum (Labconco) for FTIR determination conducted by Wuhan Detection of Technical Sousepad Ltd., Wuhan, China.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Greenhouse pot experiments</title>
<p>We carried out pot experiments to explore the ability of strain CD2 to remediate Cd(II)-polluted soil and reduce Cd(II) accumulation in <italic>B. rapa</italic>. The Cd-free potting soil was collected from farmland in Ezhou, Hubei, China. The pH of pot soil was 6.32&#x2009;&#x00B1;&#x2009;0.05. To this soil was added 2&#x2009;mg/kg Cd(II), and then the soil was mixed thoroughly and equilibrated for 14 d. The Cd concentration in soil at 0 d and 14 d after 2&#x2009;mg/kg added to the soil were 1.95&#x2009;&#x00B1;&#x2009;0.13&#x2009;mg/Kg and 2.03&#x2009;&#x00B1;&#x2009;0.22&#x2009;mg/Kg, respectively. The experiment consisted of three treatment groups: Control (no Cd(II) and no &#x201C;CD2&#x201D;), Cd(II) (2&#x2009;mg/kg Cd(II)), and CD2&#x2009;+&#x2009;Cd(II) (2&#x2009;mg/kg Cd(II) and &#x201C;CD2&#x201D; inoculation). Each treatment consisted of 5 replicates. Three seedlings of similar size were transplanted into each pot containing 2.5&#x2009;kg of soil. <italic>Stenotrophomonas</italic> sp. CD2 was cultured in lysogeny broth (LB) to OD<sub>600</sub>&#x2009;=&#x2009;1.0, at which point the cells were harvested, washed with 0.9% NaCl, and then resuspended in water. Five-hundred milliliters of this bacterial suspension (10<sup>7</sup>&#x2009;cfu/g) was added to each &#x201C;CD2&#x2009;+&#x2009;Cd(II)&#x201D; experimental pot. Potted plants were grown in a greenhouse for 32 d, with an average temperature of 25.0&#x00B0;C and average of 12&#x2009;h of light per day. Following harvest, wet weight, dry weight, and Cd content in roots and aerial tissues (shoots and leaves) were quantified (<xref ref-type="bibr" rid="ref25">Li et al., 2014</xref>). Rhizosphere soil was collected to evaluate changes in Cd speciation using a modified European Community Bureau of Reference (BCR) method (<xref ref-type="bibr" rid="ref20">Kartal et al., 2006</xref>). Specifically, the exchangeable and carbonate-bound, and reducible fractions were classified as &#x201C;bioavailable Cd,&#x201D; while the oxidizable and residual fractions were classified as &#x201C;nonbioavailable Cd.&#x201D;</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Transcriptomic analysis</title>
<p>After 32 d of growth under greenhouse conditions, the plants were harvested and their roots and aerial tissues (shoots and leaves) were separated. Total RNA was extracted from each set of tissues (roots and aerial parts) using TRIzol Reagent (Invitrogen, MA, United States). RNA concentration was quantified using a NanoDrop 2000 (ThermoFisher Scientific, MA, United States) spectrometer. An RNA-Seq library was constructed using 3&#x2009;&#x03BC;g of RNA, and the library was paired-end (PE) sequenced using an Illumina sequencing platform. Fastp (v0.22.0) (<xref ref-type="bibr" rid="ref7">Chen et al., 2018</xref>) was used to filter the raw data and remove connectors and low-quality reads in order to obtain clean, high-quality reads. HTSeq (v0.9.1) (<xref ref-type="bibr" rid="ref4">Anders et al., 2015</xref>) was used to compare the Read Count value of each gene to quantify gene expression. HISeq was used to compare the Read Count value of each gene to quantify gene expression, which was standardized as Fragments Per Kilo bases per Million fragments (FPKM). The raw data were stored in NCBI (PRJNA1064471). DESeq (v1.38.3) was used to identify differentially expressed genes (DEGs) according to the following criteria: log<sub>2</sub>FoldChange&#x2009;&#x003E;&#x2009;1 and <italic>p</italic>-value &#x003C;0.05. The DEGs were then functionally annotated using the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. Transcription factors (TFs) were identified using both the Animal Transcription Factor Database (AnimalTFDB) (<xref ref-type="bibr" rid="ref19">Hu et al., 2019</xref>) and Plant Transcription Factor Database (PlantTFDB) (<xref ref-type="bibr" rid="ref48">Tian et al., 2020</xref>), and the number of DEGs predicted to be TFs was counted.</p>
</sec>
</sec>
<sec sec-type="results" id="sec8">
<label>3</label>
<title>Results</title>
<sec id="sec9">
<label>3.1</label>
<title>Isolation and identification of strain CD2</title>
<p>Strain CD2 was isolated from Cd-contaminated soil in Daye, Hubei, China. Colonies of strain CD2 were light yellow, smooth, and circular, with a diameter of approximately 1.0&#x2009;mm (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1A</xref>). Scanning electron microscopy revealed that individual &#x201C;CD2&#x201D; cells were rod-shaped and between 0.3 and 0.5&#x2009;&#x03BC;m in diameter and 0.7&#x2013;1.5&#x2009;&#x03BC;m in length (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1B</xref>).</p>
<p>Genome-wide sequences for strain CD2 have been deposited in DDBJ/EMBL/GenBank under accession number CP102248. The strain CD2 genome was 4.93&#x2009;Mb in size, with a GC content of 66.2%. In addition, its genome contained 4854 genes, including 3273 protein-coding genes. The 16S rRNA gene sequences (1,545&#x2009;bp) of strain CD2 shared the highest similarity with <italic>Stenotrophomonas geniculata</italic> ATCC 19374 (99.64%) and <italic>Stenotrophomonas maltophilia</italic> NCTC10257 (99.43%), according to EzBioCloud and NCBI analysis. A neighbor-joining (NJ) phylogenetic analysis indicated that strain CD2 was related to <italic>Stenotrophomonas geniculata</italic> ATCC 19374 (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>). Together, these results indicated that strain CD2 belongs to genus <italic>Stenotrophomonas</italic>.</p>
<p><xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S3</xref> shows the resistance of strain CD2 to different heavy metal(oid)s. The minimum inhibitory concentration (MIC) values of strain CD2 to Cd(II), Zn(II), Cu(II), and Cr(VI) were found to be 2.5, 7.0, 5.0, and 8.0&#x2009;mM, respectively. Furthermore, the MICs of As(III) and Sb(III) were&#x2009;&#x003E;&#x2009;10&#x2009;mM. These results suggest that strain CD2 is resistant to multiple heavy metal(oid)s.</p>
</sec>
<sec id="sec10">
<label>3.2</label>
<title><italic>Stenotrophomonas</italic> sp. CD2 immobilizes CD in medium</title>
<p>In order to evaluate the ability of Cd(II)-resistant &#x201C;CD2&#x201D; to immobilize Cd(II), we generated growth curves, Cd(II) immobilization curves, and Cd(II) distribution curves (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Exposure to 0.1&#x2009;mM Cd(II) had little effect on the growth of &#x201C;CD2&#x201D; between 0&#x2009;h and 48&#x2009;h, but inhibited growth somewhat after 48&#x2009;h (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). The concentration of Cd(II) in the supernatant was decreased from 100&#x2009;to 83.36&#x2009;&#x03BC;M within 24&#x2009;h, and decreased sharply between 24&#x2013;36&#x2009;h to 0&#x2009;&#x03BC;M (<xref ref-type="fig" rid="fig1">Figure 1B</xref>). Meanwhile, by 36&#x2009;h, the intracellular Cd(II) concentration increased to 34.98&#x2009;&#x03BC;M and 60.39&#x2009;&#x03BC;M of Cd(II) was immobilized by extracellular adsorption. These results suggest that strain CD2 adsorbs more Cd(II) than it sequesters (<xref ref-type="fig" rid="fig1">Figure 1B</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Growth curves, Cd(II) immobilization, biofilm production and FTIR spectrum of <italic>Stenotrophomonas</italic> sp. CD2. <bold>(A)</bold> Growth curves of strain CD2 in LB broth with or without 0.1&#x2009;mmol/L Cd(II). <bold>(B)</bold> Cd(II) immobilization curves of strain CD2 and Cd(II) distribution curves in different cellular components. <bold>(C)</bold> Biofilm production of strain CD2 with or without 0.1&#x2009;mmol/L Cd(II). <bold>(D)</bold> FTIR spectra of strain CD2 with or without 0.1&#x2009;mmol/L Cd(II) at 36&#x2009;h. The data were expressed as the mean&#x2009;&#x00B1;&#x2009;standard deviation (<italic>n</italic> =&#x2009;3).</p>
</caption>
<graphic xlink:href="fsufs-08-1362265-g001.tif"/>
</fig>
<p>To explore the mechanisms by which strain CD2 immobilizes Cd(II), we studied the ability of strain CD2 to produce EPS, H<sub>2</sub>S, and biofilm, as well as performed Fourier Transform Infrared (FTIR) spectroscopy. &#x201C;CD2&#x201D; colonies appeared blue when cultured on LB-aniline blue plates, indicating EPS production (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4A</xref>). Lead acetate test paper turned black when exposed to Cd(II)-containing and CD(II)-free medium, indicating that &#x201C;CD2&#x201D; produces H<sub>2</sub>S and that Cd(II) promotes H<sub>2</sub>S production (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S4B</xref>). In addition, &#x201C;CD2&#x201D; was able to produce biofilm under control and Cd(II)-exposed conditions. Notably, &#x201C;CD2&#x201D; produced significantly more biofilm when exposed to Cd(II) than under control conditions at both 24&#x2009;h and 36&#x2009;h (<xref ref-type="fig" rid="fig1">Figure 1C</xref>). Analysis of the FTIR spectrum indicated that the transmittance of hydroxyl (3298.73&#x2009;nm) was reduced from 61.30 to 57.02%, methyl C-H (2958.31&#x2009;nm) was reduced from 95.84 to 94.66%, and ene hydroxyl (1654.65&#x2009;nm) was reduced from 47.29 to 38.18% in the presence of Cd(II) (<xref ref-type="fig" rid="fig1">Figure 1D</xref>). The aliphatic nitro compound peak changed from 1544.73&#x2009;nm to 1537.01&#x2009;nm and the carboxyl peak changed from 1398.16&#x2009;nm to 1396.32&#x2009;nm, while the transmittance of aliphatic nitro compounds was reduced from 64.04 to 55.42% and of carboxyl groups from 83.77 to 79.75% (<xref ref-type="fig" rid="fig1">Figure 1D</xref>). Together, it appears that a combination of hydroxyl, methyl, ene hydroxyl, and carboxyl groups, as well as aliphatic nitro compounds, may be involved in the extracellular adsorption of Cd(II).</p>
</sec>
<sec id="sec11">
<label>3.3</label>
<title><italic>Stenotrophomonas</italic> sp. CD2 decreases CD accumulation in <italic>Brassica rapa</italic> and immobilizes cd in soil</title>
<p>In order to evaluate the ability of strain CD2 to alter Cd(II) accumulation in <italic>B. rapa</italic> and immobilize Cd(II) in soil, we performed pot experiments. As shown in <xref ref-type="fig" rid="fig2">Figure 2A</xref>, the Cd concentrations in roots and aerial tissues were 1.29&#x2009;mg/Kg and 0.36&#x2009;mg/Kg in Cd-exposed plants, respectively. In contrast, the Cd concentrations in roots and aerial tissues were 0.63&#x2009;mg/Kg and 0.16&#x2009;mg/Kg in Cd-exposed plants inoculated with &#x201C;CD2&#x201D;, respectively (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). Compared with uninoculated Cd-contaminated soil, the bioavailable Cd content decreased by 53.79% and the nonbioavailable Cd content significantly increased by 212.70% in &#x201C;CD2&#x201D;-inoculated soil (<xref ref-type="fig" rid="fig2">Figure 2B</xref>). These results suggest that strain CD2 can not only reduce the bioaccumulation of Cd(II) in plants but also immobilize Cd(II) in soil.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>The effect of adding strain CD2 on Cd content in <italic>Brassica rapa</italic> L. <bold>(A)</bold> and Cd speciation in rhizosphere soil <bold>(B)</bold>. &#x002A;&#x002A;<italic>p</italic>-value &#x003C;0.01.</p>
</caption>
<graphic xlink:href="fsufs-08-1362265-g002.tif"/>
</fig>
</sec>
<sec id="sec12">
<label>3.4</label>
<title>Analysis of differentially expressed genes</title>
<p>We performed a transcriptomic analysis of the roots and aerial tissues of <italic>B. rapa</italic> inoculated with &#x201C;CD2&#x201D; in order to better understand the interactions between &#x201C;CD2&#x201D;, <italic>B. rapa</italic>, and Cd(II) exposure. Six treatment groups were analyzed: R-control (roots, no &#x201C;CD2&#x201D; or Cd(II) exposure), R-Cd (roots, with Cd(II) exposure), R-CD2&#x2009;+&#x2009;Cd (roots, with &#x201C;CD2&#x201D; and Cd(II) exposure), L-control (aerial tissues, no &#x201C;CD2&#x201D; or Cd(II) exposure), L-Cd (aerial tissues, with Cd(II) exposure), and L-CD2&#x2009;+&#x2009;Cd (aerial tissues, with &#x201C;CD2&#x201D; and Cd(II) exposure). Compared with R-control, R-Cd and R-CD2&#x2009;+&#x2009;Cd contained 424 and 1,107 DEGs, respectively. Among these, R-Cd contained 258 upregulated DEGs and 166 downregulated DEGs, while R-CD2&#x2009;+&#x2009;Cd contained 608 upregulated DEGs and 499 downregulated DEGs (<xref ref-type="fig" rid="fig3">Figures 3A</xref>,<xref ref-type="fig" rid="fig3">B</xref>). Compared with L-control, L-Cd and L-CD2&#x2009;+&#x2009;Cd contained 501 and 1721 DEGs, respectively. Among these, L-Cd contained 223 upregulated DEGs and 278 downregulated DEGs, while L-CD2&#x2009;+&#x2009;Cd contained 832 upregulated DEGs and 889 downregulated DEGs (<xref ref-type="fig" rid="fig3">Figures 3C</xref>,<xref ref-type="fig" rid="fig3">D</xref>). Comparisons between R-Cd vs. R-control, R-CD2&#x2009;+&#x2009;Cd vs. R-control, L-Cd vs. L-control, and L-CD2&#x2009;+&#x2009;Cd vs. L-control revealed the presence of 258, 911, 285, and 1,457 unique DEGs, respectively (<xref ref-type="fig" rid="fig3">Figure 3E</xref>). These results suggest that inoculation with strain CD2 results in greater differential gene expression in Cd(II)-exposed <italic>B. rapa</italic>.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Volcano plots and Venn diagrams of differentially expressed genes (DEGs) in different comparative groups. <bold>(A)</bold> Volcano plot of significantly up- or down-regulated genes in roots of Cd vs. control group. <bold>(B)</bold> Volcano plot of significantly up- or down-regulated genes in roots of strain CD2&#x2009;+&#x2009;Cd vs. control group. <bold>(C)</bold> Volcano plot of significantly up- or down-regulated genes in aerial tissues (shoots and leaves) of Cd vs. control group. <bold>(D)</bold> Volcano plot of significantly up- or down-regulated genes in aerial tissues of strain CD2&#x2009;+&#x2009;Cd vs. control group. <bold>(E)</bold> Venn diagrams of DEGs in different comparative groups.</p>
</caption>
<graphic xlink:href="fsufs-08-1362265-g003.tif"/>
</fig>
</sec>
<sec id="sec13">
<label>3.5</label>
<title>Functional annotation of differentially expressed genes</title>
<p>In order to clarify the primary biological functions of these DEGs, we performed GO and KEGG enrichment analyses. GO enrichment analysis divides functions into three categories: biological processes (BP), molecular functions (MF), and cellular components (CC). Compared to control roots, uninoculated Cd-exposed roots were enriched in 239 GO terms, including response to stimulus, response to chemical, oxidation&#x2013;reduction process, and oxidoreductase activity, among other functions. Meanwhile, &#x201C;CD2&#x201D;-inoculated Cd-exposed roots were enriched in 442 GO terms, including membrane, cell periphery, plasma membrane, oxidation&#x2013;reduction process, and oxidoreductase activity, among other functions (<xref ref-type="fig" rid="fig4">Figures 4A</xref>,<xref ref-type="fig" rid="fig4">B</xref>). Compared with control aerial tissues, the aerial tissues of uninoculated Cd-exposed plants were enriched in 342 GO terms, including organic acid metabolic process, oxoacid metabolic process, secondary metabolic process, and monocarboxylic acid metabolic process, among other functions. Finally, the aerial tissues of &#x201C;CD2&#x201D;-inoculated Cd-exposed plants were enriched in 441 GO terms, including nucleolus, thylakoid, ribosome biogenesis, and photosynthetic membrane, among other functions (<xref ref-type="fig" rid="fig4">Figures 4C</xref>,<xref ref-type="fig" rid="fig4">D</xref>). These results suggest that the Cd-response mechanisms differ between strain CD2-inoculated and uninoculated plants.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>GO term enrichments based on DEGs under Cd stress. <bold>(A)</bold> Roots added Cd alone. <bold>(B)</bold> Roots added strain CD2 and Cd. <bold>(C)</bold> Aboveground parts added Cd alone. <bold>(D)</bold> Aboveground parts added strain CD2 and Cd.</p>
</caption>
<graphic xlink:href="fsufs-08-1362265-g004.tif"/>
</fig>
<p><xref ref-type="fig" rid="fig5">Figure 5</xref> shows the results of the KEGG pathway enrichment analysis of DEGs. Compared with control roots, uninoculated Cd-exposed roots were mainly enriched in glycine, serine and threonine metabolism; beta-alanine metabolism; other glycan degradation; glyoxylate and dicarboxylate metabolism; and glutathione metabolism. Meanwhile, &#x201C;CD2&#x201D;-inoculated Cd-exposed roots were mainly enriched in glucosinolate biosynthesis; phenylpropanoid biosynthesis; plant-pathogen interaction; cysteine and methionine metabolism; and cutin, suberine, and wax biosynthesis (<xref ref-type="fig" rid="fig5">Figures 5A</xref>,<xref ref-type="fig" rid="fig5">B</xref>). Compared with control aerial tissues, the aerial tissues of uninoculated Cd-exposed plants were mainly enriched in glycosphingolipid biosynthesis &#x2013; ganglio series, fatty acid elongation, glycosaminoglycan degradation, pentose phosphate pathway, and glutamate metabolism. Finally, the aerial tissues of &#x201C;CD2&#x201D;-inoculated Cd-exposed plants were mainly enriched in photosynthesis &#x2013; antenna proteins, ribosome biogenesis in eukaryotes, pentose phosphate pathway, fatty acid elongation, and glutathione metabolism (<xref ref-type="fig" rid="fig5">Figures 5C</xref>,<xref ref-type="fig" rid="fig5">D</xref>). These metabolic pathways have been reported as being responsive to Cd toxicity in other plants (<xref ref-type="bibr" rid="ref30">Ma et al., 2022</xref>). These results suggest that the Cd(II)-response mechanisms of roots are more varied than those of aerial tissues.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>KEGG pathway enrichments based on DEGs under Cd stress. <bold>(A)</bold> Roots added Cd salone. <bold>(B)</bold> Roots added strain CD2 and Cd. <bold>(C)</bold> Aboveground parts added Cd alone. <bold>(D)</bold> Aboveground parts added strain CD2 and Cd.</p>
</caption>
<graphic xlink:href="fsufs-08-1362265-g005.tif"/>
</fig>
</sec>
<sec id="sec14">
<label>3.6</label>
<title>Identification of differentially expressed transcription factors</title>
<p>TFs are well known to mediate plant responses to diverse stressors. In R-Cd vs. R-control, 36 DEGs were identified to belong to 16 families of TFs, including ERF, G2-like, MYB, NAC, and bHLH (<xref ref-type="fig" rid="fig6">Figure 6A</xref>). In R-CD2&#x2009;+&#x2009;Cd vs. R-control, 107 DEGs were identified to belong to 29 families of TFs, including ERF, bHLH, MYB, NAC, MIKC_MADS, and B3 (<xref ref-type="fig" rid="fig6">Figure 6B</xref>). In L-Cd vs. L-control, 38 DEGs were identified to belong to 16 families of TFs, including ERF, MYB, WRKY, LBD, and bHLH (<xref ref-type="fig" rid="fig6">Figure 6C</xref>). Finally, in L-CD2&#x2009;+&#x2009;Cd vs. L-control, 117 DEGs were identified to belong to 32 families of TFs, including bHLH, ERF, MYB, NAC, WRKY, and bZIP (<xref ref-type="fig" rid="fig6">Figure 6D</xref>). Among these comparisons, the most common Cd-responsive TF families were ERF, bHLH, and MYB. Notably, inoculation with &#x201C;CD2&#x201D; resulted in an increased number and diversity of Cd-responsive TFs.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>The number and distribution of transcription factors families under Cd stress. <bold>(A)</bold> Roots added Cd alone. <bold>(B)</bold> Roots added strain CD2 and Cd. <bold>(C)</bold> Aboveground parts added Cd alone. <bold>(D)</bold> Aboveground parts added strain CD2 and Cd.</p>
</caption>
<graphic xlink:href="fsufs-08-1362265-g006.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec15">
<label>4</label>
<title>Discussion</title>
<p>Chinese cabbage (<italic>B. rapa</italic>.) is one of the most popular and widely cultivated vegetables in China. However, the risk of Cd contamination of this popular crop is increasing as more farmland becomes polluted with this toxic heavy metal (<xref ref-type="bibr" rid="ref60">Zhao et al., 2015</xref>). Here, we tested the ability of the Cd-resistant bacterial strain CD2 to reduce Cd(II) accumulation in <italic>B. rapa</italic> (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Strain CD2 was identified as belonging to the genus <italic>Stenotrophomonas</italic> (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>) and was found to be able to immobilize 0.1&#x2009;mmol/L Cd(II) within 36&#x2009;h (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Several bacterial species and strains have been reported to immobilize Cd(II). For example, <italic>Pseudomonas</italic> sp. B7 can remove 0.1&#x2009;mmol/L Cd(II) within 60&#x2009;h (<xref ref-type="bibr" rid="ref55">Wu et al., 2022</xref>). <italic>Enterobacter</italic> sp. A11, <italic>Comamonas</italic> sp. A23, and a co-culture of the two, can remove 0.1&#x2009;mmol/L Cd(II) in around 48&#x2009;h (<xref ref-type="bibr" rid="ref53">Wang et al., 2020</xref>). Notably, the immobilization ability of strain CD2 was stronger than that of these bacteria. Microbes resist and immobilize Cd(II) through several mechanisms (<xref ref-type="bibr" rid="ref3">Ammendola et al., 2014</xref>; <xref ref-type="bibr" rid="ref62">Ziller and Fraissinet-Tachet, 2018</xref>; <xref ref-type="bibr" rid="ref13">Gallardo-Benavente et al., 2019</xref>; <xref ref-type="bibr" rid="ref42">Shi et al., 2020</xref>; <xref ref-type="bibr" rid="ref57">Xia et al., 2021</xref>). Our research suggests that strain CD2 relies on a combination of intracellular sequestration and extracellular adsorption mediated by biofilm and EPS. In addition, strain CD2 was found to produce H<sub>2</sub>S, which could lead to the production of CdS precipitates. The genome of strain CD2 contained a multitude of efflux proteins such as CusA, CzcD, and MntH; Cd(II)-binding proteins such as CadW; and genes involved in the production of biofilms, EPS, and H<sub>2</sub>S (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Therefore, our phenotypic observations were in good agreement with our genotypic analysis.</p>
<p>Inoculation with strain CD2 was found to effectively reduce the Cd content in the roots and aerial tissues of <italic>B. rapa</italic>. Specifically, &#x201C;CD2&#x201D;-inoculation reduced the Cd content of roots by 51.16% and of aerial tissues by 55.56%, compared to uninoculated Cd-exposed plants. Moreover, the residual Cd content in the aerial tissues (edible parts) met food security standards (0.2&#x2009;mg/kg) in &#x2018;CD2-inoculated plants (<xref ref-type="bibr" rid="ref10">Codex Alimentarius Commission, 2010</xref>; <xref ref-type="bibr" rid="ref11">European Union, 2011</xref>; <xref ref-type="bibr" rid="ref32">Ministry of Health (MOH), 2012</xref>). In addition, adding strain CD2 to the soil significantly increased the nonbioavailable Cd content and reduced the bioavailable Cd content. This suggests that strain CD2 may prevent Cd accumulation in plants by reducing the bioavailable Cd(II) content of the soil itself. Notably, this mechanism has been reported in other microbe-plant systems (<xref ref-type="bibr" rid="ref42">Shi et al., 2020</xref>; <xref ref-type="bibr" rid="ref53">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="ref55">Wu et al., 2022</xref>; <xref ref-type="bibr" rid="ref29">Lou et al., 2024</xref>). The addition of strain CD2 to the soil effectively reduces the Cd accumulation in <italic>B. rapa</italic> during pot experiments. The future research will primarily focus on evaluating the efficacy of strain CD2 in mitigating Cd accumulation in plants when applied to real-world soil contaminated with Cd.</p>
<p>Transcriptomic analysis can identify key genes and expression patterns, as well as clarify the mechanisms, associated with the plant response to heavy metal stress. Several metabolic pathways have been implicated in the plant response to Cd(II) stress (<xref ref-type="bibr" rid="ref47">Thomine et al., 2000</xref>; <xref ref-type="bibr" rid="ref5">Anjum et al., 2015</xref>). Surprisingly, we found that different functions and pathways were activated in uninoculated and &#x201C;CD2&#x201D;-inoculated Cd(II)-exposed plants, according to GO and KEGG enrichment analyses. According to the GO enrichment analysis, inoculation with &#x201C;CD2&#x201D; affected the expression of genes related to cell wall biosynthesis in roots and membranes (plasma, thylakoid, chloroplast, and photosynthetic) in aerial tissues. Similar results have been reported in Cd-stressed maize and mustard (<italic>Brassica juncea</italic>) (<xref ref-type="bibr" rid="ref37">Peng et al., 2015</xref>; <xref ref-type="bibr" rid="ref27">Li et al., 2023</xref>). Studies suggest that the biosynthesis of cutin, suberine, wax, and phenylpropanoid confers abiotic stress resistance in plants. This is because these lipophilic cell wall barriers mediate the flux of gasses, water, and solutes (<xref ref-type="bibr" rid="ref38">Pollard et al., 2008</xref>). The phenylpropane metabolic pathway precedes the biosynthesis of flavonoids, which participate in the abiotic stress response through a wide range of chemical reactions (<xref ref-type="bibr" rid="ref14">Gan et al., 2022</xref>). We found that &#x201C;CD2&#x201D;-inoculation resulted in an increase in DEGs related to cutin, suberine, wax, and phenylpropanoid biosynthesis (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). These results suggest that inoculation with &#x201C;CD2&#x201D; increases the Cd-stress resistance of <italic>B. rapa</italic> by regulating secondary metabolism.</p>
<p>In plants, excessive Cd accumulation results in reactive oxygen species (ROS) metabolism disturbance. In response, plants have evolved antioxidant mechanisms to maintain physiological homeostasis (<xref ref-type="bibr" rid="ref24">Li et al., 2022</xref>). We identified several Cd-responsive DEGs related to oxidative stress resistance in both the GO and KEGG enrichment analyses. In uninoculated Cd-exposed roots, these DEGs were enriched in the GO terms catalase (2 upregulated), antioxidant (4 upregulated and 1 downregulated), glutathione transferase activity (2 upregulated and 1 downregulated), and response to hydrogen peroxide (3 upregulated and 4 downregulated). Meanwhile, in uninoculated Cd-exposed aerial tissues, these DEGs were only enriched in glutathione transferase (2 upregulated and 2 downregulated) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>). Following inoculation with &#x201C;CD2&#x201D;, Cd-exposed roots were found to be enriched in hydrogen peroxide (4 upregulated and 5 downregulated) while Cd-exposed aerial tissues were found to be enriched in glutathione transferase (10 downregulated). KEGG enrichment analysis indicated that glutathione metabolism was enriched significantly in both the roots and aerial tissues of uninoculated Cd-exposed plants, but only in the aerial tissues of &#x201C;CD2&#x201D;-inoculated Cd-exposed plants. In addition, &#x201C;plant-pathogen interaction&#x201D; was enriched significantly in the roots of &#x201C;CD2&#x201D;-inoculated Cd-exposed plants (<xref ref-type="fig" rid="fig5">Figure 5B</xref>). The &#x2018;plant-pathogen interaction&#x2019; KEGG category includes important signaling molecules which mediate the interaction between microbes and plants. Two genes in this category (<italic>CPK</italic> and <italic>RBOH</italic>) were upregulated in the roots of Cd-stress plants (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). Both of these genes confer oxidative stress resistance through regulating Ca<sup>2+</sup> dynamics. Together, these results indicate that Cd-induced oxidative stress was more severe in roots than in aerial tissues. This may be related to the relatively lower content of Cd in aerial tissues than in roots. Moreover, inoculation with &#x201C;CD2&#x201D; appears to reduce oxidative stress in <italic>B. rapa</italic> through a &#x2018;plant-pathogen interaction&#x2019;-related mechanism.</p>
<p>Transporter proteins are responsible for sequestering Cd into vacuoles, thereby preventing the transport of Cd from roots to shoots (<xref ref-type="bibr" rid="ref59">Zhang et al., 2010</xref>). Several upregulated proteins related to vacuolar sequestration were identified in the roots of Cd-exposed <italic>B. rapa</italic>, including three in uninoculated plants and two in &#x201C;CD2&#x201D;-inoculated plants. These results suggest that vacuolar sequestration may inhibit Cd transport in both inoculated and uninoculated plants. In plants, Cd(II) uptake and accumulation are also affected by ion channel proteins and transporter proteins such as ZIPs, ABC transporters, and ATPases. We observed that Cd exposure changed the expression of ABC transporters, ATPases, sodium/calcium exchanger proteins, and potassium channel proteins in uninoculated or &#x201C;CD2&#x201D;-inoculated plants (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). Additionally, inoculation with &#x201C;CD2&#x201D; resulted in the downregulation of a ZIP family Zn-transporter and three blue copper proteins (BCPs) in roots (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>). BCPs can bind Cd(II) or participate in Cd(II) efflux (<xref ref-type="bibr" rid="ref54">Wang et al., 2023</xref>). Thus, it appears that inoculation with &#x201C;CD2&#x201D; may negatively impact the expression of Zn transporters and BCPs, resulting in reduced Cd accumulation in <italic>B. rapa</italic>.</p>
<p>A growing body of research indicates that TFs are important regulators of the plant response to abiotic stress. In particular, the WRKY, MYB, bHLH, ERF, ZIP, and C2H2 TFs have been implicated in the Cd stress response (<xref ref-type="bibr" rid="ref49">Tokumoto et al., 2019</xref>; <xref ref-type="bibr" rid="ref18">He et al., 2021</xref>). We found that the ERF, MYB, C2H2, NAC, WRKY, and G2-like TFs were highly responsive to Cd in the roots and aerial tissues of both uninoculated and &#x201C;CD2&#x201D;-inoculated plants (<xref ref-type="fig" rid="fig6">Figure 6</xref>), suggesting that these TFs represent an innate Cd stress-resistance mechanism in <italic>B. rapa</italic>. In addition, inoculation with &#x201C;CD2&#x201D; resulted in the upregulation of AP2, Dof, WOX, Trihelix, B3, EIL, and M-type MADS TFs in both roots and aerial tissues. Dof TFs are specific to plants, and play important roles in growth, development, seed germination, photoresponse, storage protein accumulation, biological stress, carbon and nitrogen metabolism, secondary metabolite biosynthesis, and stress response (<xref ref-type="bibr" rid="ref63">Zou and Sun, 2023</xref>). In <italic>Arabidopsis thaliana</italic>, Dof4.2 regulates the accumulation of flavonoids under stressful conditions (<xref ref-type="bibr" rid="ref43">Skirycz et al., 2007</xref>). According to KEGG analysis, inoculation with &#x201C;CD2&#x201D; resulted in induction of the phenylpropane metabolic pathway, which precedes stress-reducing flavonoid biosynthesis (<xref ref-type="bibr" rid="ref14">Gan et al., 2022</xref>). Therefore, inoculation with strain CD2 may help defend plants against Cd stress through a mechanism mediated by Dof and flavonoid biosynthesis. The more experiments would be carried out in the future to detect the function of Dof and flavonoid biosynthesis pathway in resisting Cd.</p>
</sec>
<sec sec-type="conclusions" id="sec16">
<label>5</label>
<title>Conclusion</title>
<p>In this study, the highly Cd(II)-resistant <italic>Stenotrophomonas</italic> sp. CD2 was isolated from Cd-contaminated soil. This strain was found to be able to immobilize Cd(II) through both intracellular sequestration and extracellular adsorption related to the production of biofilm, EPS, and H<sub>2</sub>S. Application of &#x201C;CD2&#x201D; to Cd-polluted soil resulted in reduced bioavailability of Cd(II) and reduced Cd(II) accumulation in <italic>B. rapa</italic>. Moreover, the Cd content of the aerial tissues (edible parts) of &#x201C;CD2&#x201D;-inoculated plants was found to meet food security standards. Transcriptomic analysis revealed that uninoculated <italic>B. rapa</italic> resisted Cd-induced ROS toxicity mainly through the expression of catalase and glutathione transferase, while &#x201C;CD2&#x201D;-inoculated plants exhibited an increase in &#x2018;plant-pathogen interaction&#x2019; pathways. Both uninoculated and inoculated plants were able to prevent the transportation of Cd from roots to shoots by vacuolar sequestration. In addition, inoculation with &#x201C;CD2&#x201D; was found to inhibit the expression of Zn transporters and BCPs; alter the expression of various TFs (in particular, Dof) and the biosynthesis of phenylpropane, cutin, suberine, and wax. The results of this study suggest that <italic>Stenotrophomonas</italic> sp. CD2 may prove to be a useful inoculant to prevent Cd accumulation in <italic>B. rapa</italic>.</p>
</sec>
<sec id="sec17">
<title>Author&#x2019;s note</title>
<p>The bacterial strain Stenotrophomonas sp. CD2 has been deposited as a patent strain in China Center for Type Culture Collection (<ext-link xlink:href="http://www.cctcc.org/" ext-link-type="uri">http://www.cctcc.org/</ext-link>) under the accession number of CCTCC M 20231348.</p>
</sec>
<sec sec-type="data-availability" id="sec18">
<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 at: <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/genbank/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/genbank/</ext-link>, CP102248 <ext-link xlink:href="https://www.ncbi.nlm.nih.gov/" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/</ext-link>, PRJNA1064471.</p>
</sec>
<sec sec-type="author-contributions" id="sec19">
<title>Author contributions</title>
<p>XF: Conceptualization, Writing &#x2013; review &#x0026; editing, Project administration, Data curation. KY: Data curation, Investigation, Methodology, Writing &#x2013; original draft. QP: Data curation, Formal analysis, Writing &#x2013; original draft. RL: Data curation, Formal analysis, Writing &#x2013; original draft. YZ: Conceptualization, Project administration, Writing &#x2013; original draft.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec20">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by the National Natural Science Foundation of China (32100102).</p>
</sec>
<sec sec-type="COI-statement" id="sec21">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
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<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>
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<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fsufs.2024.1362265/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fsufs.2024.1362265/full#supplementary-material</ext-link></p>
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