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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1097865</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2022.1097865</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Poly-&#x3b3;-glutamic acid-producing bacteria reduce wheat Cd uptake by promoting Cd transfer from macro-to micro-aggregates in Cd-contaminated soil</article-title>
<alt-title alt-title-type="left-running-head">Wang et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenvs.2022.1097865">10.3389/fenvs.2022.1097865</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Xiaohan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2083549/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Xiaoyu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ji</surname>
<given-names>Haikuan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xia</surname>
<given-names>Tao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1314636/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory of Biobased Material and Green Papermaking</institution>, <addr-line>Shandong</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Pulp and Paper Science &#x26; Technology of Ministry of Education/Shandong Province</institution>, <addr-line>Shandong</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Bioengineering</institution>, <institution>Qilu University of Technology</institution>, <institution>Shandong Academy of Sciences</institution>, <addr-line>Shandong</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1618184/overview">Junyuan Guo</ext-link>, Chengdu University of Information Technology, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1904907/overview">Shuang Luo</ext-link>, Hunan Agricultural University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1825800/overview">Fuyong Wu</ext-link>, Northwest A&#x26;F University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xiaohan Wang, <email>511867@qlu.edu.cn</email>; Tao Xia, <email>txia@qlu.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Toxicology, Pollution and the Environment, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1097865</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wang, Liu, Ji and Xia.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Liu, Ji and Xia</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Heavy metal immobilization using poly-&#x3b3;-glutamic acid-producing bacteria is a novel and environmentally friendly technique for the remediation of heavy metal-contaminated soil. However, only a few studies have investigated the effects of &#x3b3;-PGA-producing bacteria on the Cd uptake of wheat plants and the Cd distribution in soil aggregates in Cd-polluted soils. In this study, solution culture and pot experiments were used to investigate the Cd immobilization effect and mechanism of the &#x3b3;-PGA-producing bacteria <italic>Bacillus subtilis</italic> W7 and <italic>Bacillus amyloliquefaciens</italic> W25. In the two bacteria-inoculated culture media, the concentration of Cd decreased, whereas the pH, cell growth, &#x3b3;-PGA production and cell-immobilized Cd significantly increased over time. Strain W25 exhibited a higher ability to produce &#x3b3;-PGA and immobilize Cd than strain W7. In the pot experiments, the grain Cd content of wheat was reduced by 24&#x2013;35% and the DTPA-Cd content was decreased by 22&#x2013;37% in the rhizosphere soils inoculated with both strains compared to the control. Furthermore, strain W25 had a greater ability to decrease the grain Cd uptake than strain W7. Inoculation with the two strains significantly increased the pH, organic matter content, and urease activity and promoted the migration of Cd from large fractions (&#x3e;0.25&#xa0;mm) to small fractions (&#x3c;0.048&#xa0;mm) and the transformation of available Cd to unavailable Cd in wheat rhizosphere soil. Our results highlight the potential of &#x3b3;-PGA-producing bacteria in remediating Cd-polluted soils for safe wheat producing.</p>
</abstract>
<kwd-group>
<kwd>cadmium</kwd>
<kwd>
<italic>Bacillus</italic> subtilis W7</kwd>
<kwd>
<italic>Bacillus</italic> amyloliquefaciens W25</kwd>
<kwd>wheat</kwd>
<kwd>soil aggregates</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Human activities such as mining and the use of fertilizers and pesticides can result in soil Cd contamination (<xref ref-type="bibr" rid="B32">Ma et al., 2020a</xref>). Excessive Cd threatens the ecosystem and human health (<xref ref-type="bibr" rid="B36">Pi et al., 2019</xref>; <xref ref-type="bibr" rid="B34">Ma et al., 2022</xref>). Wheat (<italic>Triticum aestivum</italic> L.) accounts for 21% of the global food crop (FAO, 2020) and is one of the most important and widely distributed crops (<xref ref-type="bibr" rid="B22">Klymiuk et al., 2018</xref>). In wheat production, Cd is readily taken up <italic>via</italic> the root system and translocated to the grain (<xref ref-type="bibr" rid="B21">Jafarnejadi et al., 2011</xref>). Therefore, dietary uptake of Cd through wheat consumption is one of the major sources of Cd in the human body (<xref ref-type="bibr" rid="B38">Rizwan et al., 2016</xref>). Thus, an efficient approach to reduce Cd uptake by wheat in Cd-contaminated soils is critically needed.</p>
<p>
<italic>In-situ</italic> stabilization has received considerable attention among the techniques for the remediation of heavy metal-contaminated soils because it is environmentally friendly, cost-effective, and dose not land use management (<xref ref-type="bibr" rid="B29">Liu et al., 2018a</xref>; <xref ref-type="bibr" rid="B50">Xia et al., 2019</xref>). Recently, the application of microbes to immobilize heavy metals in soils has been extensively researched (<xref ref-type="bibr" rid="B10">Etesami, 2018</xref>; <xref ref-type="bibr" rid="B9">Cheng et al., 2020b</xref>). Metal-resistant bacteria can decrease the availability of metals in soils and metal uptake by wheat (<xref ref-type="bibr" rid="B15">Hassan et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Han et al., 2020</xref>). For example, <italic>Pseudomonas aeruginosa</italic> CPSB1, isolated from metal-contaminated chili rhizosphere soils, decreased the Cd content in shoots and grains of wheat (<xref ref-type="bibr" rid="B37">Rizvi and Khan, 2017</xref>). In another study, <italic>Ralstonia eutropha</italic> Q2-8 and <italic>Exiguobacterium aurantiacum</italic> Q3-11 increased the abundance of Fe- and Mn-oxidizing <italic>Leptothrix</italic> species (which may involve the development of Fe and/or Mn oxides and the adsorption of Cd in the soil) and reduced the grain Cd content in wheat to meet the Cd threshold (<xref ref-type="bibr" rid="B48">Wang et al., 2018</xref>). Also, <italic>Serratia liquefaciens</italic> CL-1 increased the pH of wheat rhizosphere soil resulting in decreased available Cd in rhizosphere soil and, consequently, a lower Cd content of the wheat (<xref ref-type="bibr" rid="B8">Cheng et al., 2020a</xref>).</p>
<p>Poly-&#x3b3;-glutamic acid (&#x3b3;-PGA), produced by <italic>Bacillus</italic> species, is a biopolymer made up of D/L-glutamic acid units. Because of its many carboxy groups, it is used to adsorb heavy metals (<xref ref-type="bibr" rid="B20">Inbaraj et al., 2009</xref>; <xref ref-type="bibr" rid="B31">Luo et al., 2016</xref>). Studies have shown that &#x3b3;-PGA can improve salt tolerance of wheat and significantly increase the plant yield (<xref ref-type="bibr" rid="B53">Xu et al., 2013</xref>; <xref ref-type="bibr" rid="B11">Guo et al., 2017</xref>). In a previous study, &#x3b3;-PGA decreased Cd and Pb uptake by cucumber seedlings (<xref ref-type="bibr" rid="B35">Pang et al., 2018</xref>). Also, the &#x3b3;-PGA-producing bacteria <italic>Bacillus subtilis</italic> W7 and <italic>Bacillus amyloliquefaciens</italic> W25 (strains W7 and W25) decreased Cd availability and accumulation in lettuce (<xref ref-type="bibr" rid="B47">Wang et al., 2020b</xref>). However, the effects of these two strains on wheat Cd uptake and Cd distribution in soil aggregates and the underlying mechanisms are still largely unclear. To develop effective and environmentally friendly bioremediation technologies, we need an in-depth understanding of the mechanisms of &#x3b3;-PGA-producing bacteria involved in reducing Cd uptake by wheat.</p>
<p>Soil aggregates, the basic units of soil structure, are formed by organic matter, metals, and primarily minerals (<xref ref-type="bibr" rid="B42">Sithole et al., 2019</xref>). Heavy metal immobilization and mobility in soils are strongly associated with soil particle size and controlled by their interactions with the components of soil aggregates (<xref ref-type="bibr" rid="B55">Zhang and Zhang, 2020</xref>; <xref ref-type="bibr" rid="B41">Shentu et al., 2022</xref>). Studies have shown that &#x3b3;-PGA has a great potential in promoting the formation and stability of soil aggregates, thus improving the soil structure (<xref ref-type="bibr" rid="B5">Chen et al., 2018</xref>; <xref ref-type="bibr" rid="B27">Liang and Shi, 2018</xref>). Fine soil particles have a higher ability to keep heavy metals because of their larger surface area and higher amounts of clay and organic matter (<xref ref-type="bibr" rid="B25">Li et al., 2020</xref>). Inoculation of plant growth-promoting bacteria can affect the structure of soil aggregates. For example, <italic>Neorhizobium huautlense</italic> T1-17 and <italic>Serratia liquefaciens</italic> CL-1 increased the ratio of small soil aggregates, reducing heavy metal availability in soil (<xref ref-type="bibr" rid="B44">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B12">Han et al., 2018</xref>). However, there is no report on the effects of &#x3b3;-PGA-producing bacteria on the accumulation and distribution of Cd in soil aggregates.</p>
<p>The objectives of this study were: 1) to explore the impacts of the &#x3b3;-PGA-producing bacteria <italic>Bacillus subtilis</italic> W7 and <italic>Bacillus amyloliquefaciens</italic> W25 on Cd immobilization in solution and Cd uptake by wheat in Cd-contaminated soil. 2) to investigate the effects of these two strains on soil available Cd, pH, organic matter content, and soil enzyme activities, as well as the Cd distribution in wheat rhizosphere soil aggregates. This study improves our understanding of the remediation mechanisms in Cd-polluted soil and the environmental impact of &#x3b3;-PGA-producing bacteria.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Bacteria and wheat</title>
<p>The isolates of <italic>Bacillus subtilis</italic> W7 and <italic>Bacillus amyloliquefaciens</italic> W25 (accession numbers MN894000 and MN894001, respectively) were obtained from the rhizosphere soil of <italic>Lactuca sativa</italic> L. grown in a Cd-contaminated environment. Strains W7 and W25 exhibited several traits, including the ability to tolerate high concentrations of Cd (1.5 and 2.5&#xa0;mm, respectively) and produce IAA (31.7 and 50.4&#xa0;mg&#xa0;L<sup>&#x2212;1</sup>, respectively), siderophore (60.1% and 30.6%, respectively) and &#x3b3;-PGA (6.4 and 8.5&#xa0;g&#xa0;L<sup>&#x2212;1</sup>, respectively). The strains also decreased lettuce Cd uptake (<xref ref-type="bibr" rid="B47">Wang et al., 2020b</xref>). Jimai 22 is a high-yielding winter wheat cultivar cultivated over large areas in China (<xref ref-type="bibr" rid="B49">Xia et al., 2018</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Determination of Cd immobilization by strains W7 and W25</title>
<p>The effect of strains W7 and W25 on Cd immobilization was analyzed as described previously (<xref ref-type="bibr" rid="B14">Han et al., 2021</xref>) with some modifications described in the Supporting Information (method 1). Both strains were cultured in sterile LB medium, harvested, washed, and resuspended in sterile deionized water to a final concentration of 10<sup>8</sup> cells mL<sup>&#x2212;1</sup>. The bacterial suspensions of the two strains were inoculated in culture flasks (in triplicate) containing 150&#xa0;ml sterile LB medium supplemented with 0 and 20&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> Cd (Cd cannot precipitate under these conditions). The cultures were then shaken at 150&#xa0;rpm under 37&#xb0;C. The culture solution was taken for the following measurements on days 0, 1, 3, 5, and 7. Bacterial growth was analyzed by measuring the optical density (OD<sub>600</sub>), and the pH of the culture medium was determined with a pH meter. The NH<sub>4</sub>
<sup>&#x2b;</sup> concentration in the solution was analyzed using the salicylatehypochlorous acid method (<xref ref-type="bibr" rid="B18">Hu and Wu, 2005</xref>). The Cd concentration of the culture medium was determined by an inductively coupled-plasma optical emission spectrometer (ICP-OES) (Optima 2100DV, Perkin Elmer). Another 10&#xa0;ml of supernatant was used to analyze the strain&#x2019;s &#x3b3;-PGA production according to previously described methods (<xref ref-type="bibr" rid="B54">Zeng et al., 2013</xref>).</p>
<p>To determine Cd immobilization on the cell walls of the two strains, 2.5&#xa0;ml of bacterial suspension (10<sup>8</sup>&#xa0;CFU&#xa0;ml<sup>&#x2212;1</sup>) was added into a conical flask containing 250&#xa0;ml of LB medium (0 and 20&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> Cd) and incubated the cultures at 150&#xa0;rpm under 37&#xb0;C for 3&#xa0;days. Subsequently, 5&#xa0;g samples of wet bacterial cells of strains W7 and W25 were collected, and Cd immobilization on the cell walls of the two strains was observed using a scanning electron microscope coupled with an energy dispersive spectrometer (SEM-EDS) analysis. To understand the contributions of strains W7 and W25 to the immobilization of Cd, we evaluated the Cd contents in the extracellular adsorption, intracellular accumulation, bioprecipitation, and supernatant fractions using the methods described previously (<xref ref-type="bibr" rid="B46">Wang et al., 2022</xref>), with some modifications as elaborated in the Supporting Information (method 2).</p>
</sec>
<sec id="s2-3">
<title>2.3 Pot experiment</title>
<p>Non-metal-contaminated yellow brown soil (Alfisols) in Jinan (China) was sampled at a depth of 0&#x2013;15&#xa0;cm and had the following properties: pH 7.14; organic matter (OM), 20.4&#xa0;g&#xa0;kg<sup>&#x2212;1</sup>; available P, 91.7&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>; available K, 236&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>, cation exchange capacity, 14.7&#xa0;cmol&#xa0;kg<sup>&#x2212;1</sup>. The pot experiment was performed based on the method described previously (<xref ref-type="bibr" rid="B48">Wang et al., 2018</xref>), with some modifications described in the Supporting Information (method 3). Each pot was 32&#xa0;cm in diameter &#xd7; 35&#xa0;cm in height and contained 10.0&#xa0;kg of soil supplemented with 0, 1.5, and 3&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> Cd. Fifteen surface-sterilized wheat seeds (Shandong Academy of Agricultural Sciences) were sown in each pot in October 2019. Bacterial inoculation was performed as previously described (<xref ref-type="bibr" rid="B46">Wang et al., 2022</xref>) with some modifications. Briefly, bacterial suspensions (100&#xa0;ml per pot) were poured into the ditches (1&#x2013;2&#xa0;cm deep) around the roots 2&#xa0;weeks post seedling emergence; non-bacterial inoculation was considered the control. Each treatment consisted of three pots, which were placed under open-air conditions in a completely randomized design at the experimental station of Qilu University of Technology (China). The plants were harvested in June 2020.</p>
</sec>
<sec id="s2-4">
<title>2.4 Plant and soil sample analyses</title>
<p>Wheat plant roots, straws, and grains were separated, washed, dried at 80&#xb0;C, ground, and digested to determine the Cd content by ICP-OES. The rhizosphere soils that firmly adhered to the roots were collected, and soil pH, organic matter content and available Cd (DTPA-Cd) were determined using previously described methods (<xref ref-type="bibr" rid="B7">Chen et al., 2016</xref>). Urease and invertase activities of rhizosphere soils were determined colorimetrically using sodium phenol sodium hypochlorite and 3, 5-dinitrosalicylic acid, respectively (<xref ref-type="bibr" rid="B6">Chen et al., 2022</xref>).</p>
<sec id="s2-4-1">
<title>2.4.1 Cd distribution in wheat rhizosphere soils</title>
<p>The impacts of strains W7 and W25 on the Cd distribution in the soil were analyzed according to the sequential extraction procedures (<xref ref-type="bibr" rid="B16">He et al., 2019</xref>), including the exchangeable Cd (EX-Cd), the carbonate-bound (CB-Cd), the Fe-Mn oxides (OX-Cd) and the organic matter (OM-Cd). The Cd fractions in the extracting solutions were measured through ICP-OES.</p>
</sec>
<sec id="s2-4-2">
<title>2.4.2 Aggregate fractionation in wheat rhizosphere soils</title>
<p>Soil aggregates distribution was determined using the dry-sieving method (<xref ref-type="bibr" rid="B4">Blaud et al., 2017</xref>), with some modifications described in the Supporting Information (method 4). Briefly, the soil samples were placed in a sieve system containing a 2-mm sieve, a 0.25-mm sieve, a 0.075-mm sieve, and a 0.048-mm sieve, from top to bottom, and vibrated at 1,000&#xa0;rpm for 10&#xa0;min. Subsequently, the different aggregate sizes (&#x3e;2&#xa0;mm, 2&#x2013;0.25&#xa0;mm, 0.25&#x2013;0.075&#xa0;mm, 0.075&#x2013;0.048&#xa0;mm, and &#x3c;0.048&#xa0;mm) were collected and weighed. The &#x3e;0.25&#xa0;mm aggregates were defined as macro-aggregates and the 0&#x2013;0.25&#xa0;mm aggregates as the micro-aggregates. The available Cd content (DTPA-Cd) in the soil aggregates was measured by ICP-OES. Total Cd content in the different soil aggregate samples was digested (HCl: HNO<sub>3</sub>: HClO<sub>4</sub>, 3:1:1, v/v/v) and determined by ICP-OES.</p>
</sec>
<sec id="s2-4-3">
<title>2.4.3 Cd loading and accumulation in soil aggregates</title>
<p>The grain size fraction metals loading (GSF) and the accumulation factor (AFx) of Cd in each aggregate size fraction were calculated using the following equations:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">G</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">F</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mi mathvariant="normal">M</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">G</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mi mathvariant="normal">M</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:mo>&#xd7;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">G</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where GSF<sub>loading</sub> is the grain size fraction metal loading, HMi is the heavy metal content of individual aggregate size class i (mg kg<sup>&#x2212;1</sup>), and GSi is the percentage of the weight of the individual aggregate size class i (<xref ref-type="bibr" rid="B43">Sutherland, 2003</xref>).<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">F</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">X</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">X</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">k</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where AFx is the accumulation factor, and X<sub>fraction</sub> and X<sub>bulk</sub> are the heavy metal contents in a given fraction and bulk sample (mg kg<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B2">Acosta et al., 2009</xref>).</p>
</sec>
<sec id="s2-4-4">
<title>2.4.4 Soil relative abundance of &#x3b3;-PGA-producing bacteria and colonization of strains W7 and W25</title>
<p>The screening of &#x3b3;-PGA-producing bacteria was performed as described previously (<xref ref-type="bibr" rid="B47">Wang et al., 2020b</xref>). Briefly, CFUs of the suspensions of the soil samples were analyzed according to the dilution-plate method on LB agar, and colonies were collected. Colonies that formed a specific concentric zone (with a color change from red to yellow) on the isolation medium were considered &#x3b3;-PGA-producing bacteria and selected for further analysis. The colonization of both strains was analyzed as described previously (<xref ref-type="bibr" rid="B17">He et al., 2009</xref>) with some modifications described in the Supporting Information (method 5).</p>
</sec>
</sec>
<sec id="s2-5">
<title>2.5 Quality control/quality assurance</title>
<p>Quality assurance/quality control (QA/QC) was performed to test the accuracy and precision of the results. The Chinese standardized reference materials GBW07401a for soil samples and GBW10011 for wheat samples were used, and the measured values were 2.523 &#xb1; 0.254&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> (certified value 2.500 &#xb1; 0.200&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) and 0.049 &#xb1; 0.002&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> (certified value 0.053 &#xb1; 0.007&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>), respectively, with recoveries of 90.5% and 110.2%, respectively. The detection limit of Cd was 0.025&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>.</p>
</sec>
<sec id="s2-6">
<title>2.6 Statistical analyses</title>
<p>One-way analysis of variance and Tukey&#x2019;s test (<italic>p</italic> &#x3c; 0.05) were used to compare the treatment means. All statistical analyses were performed using the SPSS 20.0 software (SPSS Inc, United States).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Cd immobilization by strains W7 and W25</title>
<p>The &#x3b3;-PGA production by strains W7 and W25 at different Cd<sup>2&#x2b;</sup> concentrations in LB medium is shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>. The &#x3b3;-PGA concentration increased over time. Notably, the &#x3b3;-PGA concentrations of both strains were significantly increased on days 3, 5, and 7 at 20&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> Cd<sup>2&#x2b;</sup> compared to the treatments without Cd<sup>2&#x2b;</sup>. Particularly, the &#x3b3;-PGA production of strain W25 was higher than that of strain W7, with or without Cd<sup>2&#x2b;</sup>. In W7- and W25-inoculated solutions, the Cd concentration significantly decreased over time by 17&#x2013;36% and 21&#x2013;45%, respectively (<xref ref-type="fig" rid="F1">Figure 1B</xref>). The water-soluble Cd concentration of strain W25 was significantly lower than that of strain W7 on days 3, 5, and 7. The total amount of Cd in LB solution was 5&#xa0;mg. After 3&#xa0;days of culture, inoculation with strains W7 and W25 decreased the Cd concentration in the supernatant by 30 and 42% through extracellular adsorption (11 and 16%), intracellular accumulation (3 and 4%), and bioprecipitation (16 and 23%), respectively (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Based on the SEM, both strains were long rods, and some precipitates which contained Cd, according to the EDS analysis, were found on the surface of the two strains (<xref ref-type="fig" rid="F2">Figure 2</xref>). Besides, more Cd precipitates were found on the W25 cell surfaces than on the W7 cell surfaces. The OD<sub>600</sub> values of both strains increased with time, and Cd<sup>2&#x2b;</sup> did not affect bacterial growth (<xref ref-type="sec" rid="s11">Supplementary Figure S1A</xref>). The pH value and the NH<sub>4</sub>
<sup>&#x2b;</sup> concentration of the solutions inoculated with these two strains also increased with time (<xref ref-type="sec" rid="s11">Supplementary Figures S1B, C</xref>). These results suggest that both strains are resistant to Cd and could immobilize Cd in the Cd solution.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>&#x3b3;-PGA <bold>(A)</bold> and Cd concentration <bold>(B)</bold> in the culture solution inoculated with strains W7 and W25 and extracellular adsorption, intracellular accumulation, and bioprecipitation of Cd by strains W7 and W25 <bold>(C)</bold>. Error bars are mean &#xb1; standard error (<italic>n</italic> &#x3d; 3). Bars with the same letter are not significantly different (<italic>p</italic> &#x3e; 0.05) according to Tukey&#x2019;s test.</p>
</caption>
<graphic xlink:href="fenvs-10-1097865-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>SEM-EDS images of strains W7 and W25 with or without Cd. <bold>(A)</bold> SEM-EDS image of strain W7 in the absence of Cd; <bold>(B)</bold> SEM-EDS image of strain W7 in the presence of 20&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> Cd; <bold>(C)</bold> SEM-EDS image of strain W25 in the absence of Cd; <bold>(D)</bold> SEM-EDS image of strain W25 in the presence of 20&#xa0;mg&#xa0;L<sup>&#x2212;1</sup> Cd. The white circles indicate selected spots for EDS.</p>
</caption>
<graphic xlink:href="fenvs-10-1097865-g002.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Effects of strains W7 and W25 on wheat biomass and Cd content</title>
<p>The application of Cd or bacteria had no significant effect on the biomass of wheat tissues (<xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). In highly Cd-polluted soil, inoculation with strains W7 and W25 significantly reduced the Cd contents of wheat roots, straw, and grains by 15&#x2013;34%, 17&#x2013;33%, and 24&#x2013;35%, respectively. Strain W25 had a higher ability to decrease wheat tissue Cd content than strain W7 (<xref ref-type="fig" rid="F3">Figure 3</xref>). Furthermore, the Cd uptake by roots (28%), straw (27%), and grains (22%) were significantly decreased when the soil was inoculated with strain W25 at low Cd levels in comparison to the controls (<xref ref-type="fig" rid="F3">Figure 3</xref>). Particularly, the grain Cd content (0.19&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) inoculated with strain W25 met the maximum allowable concentration set by the FAO/WHO for Cd (0.2&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>) in wheat (FAO/WHO, 2011) in low Cd-polluted soil.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Effects of strains W7 and W25 on Cd contents of root <bold>(A)</bold>, straw <bold>(B)</bold> and grain <bold>(C)</bold> of wheat plants grown in low and high Cd-contaminated soils. Error bars are &#xb1; standard error (<italic>n</italic> &#x3d; 3). Bars with the same letter are not significantly different (<italic>p</italic> &#x3e; 0.05) according to Tukey&#x2019;s test. Dotted line corresponds to the maximum allowable concentration of Cd in wheat grain set by FAO/WHO (0.2&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup>).</p>
</caption>
<graphic xlink:href="fenvs-10-1097865-g003.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Effects of strains W7 and W25 on DTPA-Cd content and relative abundance of &#x3b3;-PGA-producing bacteria in rhizosphere soils</title>
<p>Both strains significantly reduced the DTPA-Cd contents in high Cd-polluted rhizosphere soils by 22 and 37%, respectively, compared to the control (<xref ref-type="table" rid="T1">Table 1</xref>). In addition, strain W25 had a significantly higher ability to decrease the DTPA-Cd content than strain W7. Similarly, inoculation with strain W25 significantly decreased the DTPA-Cd content in low Cd-polluted soil (<xref ref-type="table" rid="T1">Table 1</xref>). Compared with the control, inoculation with both strains significantly increased the relative abundance of &#x3b3;-PGA-producing bacteria (27&#x2013;53%) in Cd-polluted rhizosphere soils (<xref ref-type="sec" rid="s11">Supplementary Figure S3</xref>). Notably, strain W25 had a significantly higher ability to increase the relative abundance of &#x3b3;-PGA-producing bacteria than strain W7 at high Cd levels (<xref ref-type="sec" rid="s11">Supplementary Figure S3</xref>). Regarding the colonization by the two strains of the rhizosphere, the cell numbers for strains W7 and W25 were 3.3&#x2013;5.7 &#xd7; 10<sup>4</sup> and 4.2&#x2013;6.4 &#xd7; 10<sup>4</sup>&#xa0;cfu&#xa0;g<sup>&#x2212;1</sup> of fresh soil, respectively.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Effects of strains W7 and W25 on the pH, organic matter content, enzyme activities and DTPA-extractable Cd content of the rhizosphere soils of wheat plants. The values are means &#xb1; standard error (<italic>n</italic> &#x3d; 3). Mean followed by the same letters within the same column are not significantly different (<italic>p</italic> &#x3e; 0.05) according to Tukey&#x2019;s test. &#x2a;&#x2a;OM: organic matter.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Cd added (mg kg<sup>&#x2212;1</sup>)</th>
<th align="left">pH</th>
<th align="left">OM (g kg<sup>&#x2212;1&#x2a;&#x2a;</sup>)</th>
<th align="left">Urease (mg NH<sub>4</sub>
<sup>&#x2b;</sup>-N g<sup>-1</sup>24<sup>&#x2013;1</sup>)</th>
<th align="left">Invertase (mg glucose g<sup>-1</sup>24<sup>&#x2013;1</sup>)</th>
<th align="left">DTPA-extractable Cd (mg kg<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="6" align="left">
<bold>0</bold>
<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">CK</td>
<td align="left">7.26 &#xb1; 0.19b</td>
<td align="left">20.6 &#xb1; 1.1b</td>
<td align="left">0.32 &#xb1; 0.02ab</td>
<td align="left">31.0 &#xb1; 3.0b</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">W7</td>
<td align="left">7.58 &#xb1; 0.03a</td>
<td align="left">22.7 &#xb1; 1.0a</td>
<td align="left">0.35 &#xb1; 0.01a</td>
<td align="left">39.7 &#xb1; 0.6ab</td>
<td align="left">-</td>
</tr>
<tr>
<td align="left">W25</td>
<td align="left">7.69 &#xb1; 0.03a</td>
<td align="left">23.0 &#xb1; 1.1a</td>
<td align="left">0.39 &#xb1; 0.02a</td>
<td align="left">37.7 &#xb1; 2.6ab</td>
<td align="left">-</td>
</tr>
<tr>
<td colspan="6" align="left">
<bold>1.5</bold>
<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">No bacteria</td>
<td align="left">7.22 &#xb1; 0.11b</td>
<td align="left">20.5 &#xb1; 1.0b</td>
<td align="left">0.26 &#xb1; 0.02bc</td>
<td align="left">36.1 &#xb1; 2.8b</td>
<td align="left">0.94 &#xb1; 0.11d</td>
</tr>
<tr>
<td align="left">W7</td>
<td align="left">7.65 &#xb1; 0.08a</td>
<td align="left">23.2 &#xb1; 0.3a</td>
<td align="left">0.34 &#xb1; 0.04a</td>
<td align="left">46.3 &#xb1; 5.4a</td>
<td align="left">0.75 &#xb1; 0.17de</td>
</tr>
<tr>
<td align="left">W25</td>
<td align="left">7.74 &#xb1; 0.01a</td>
<td align="left">24.4 &#xb1; 0.1a</td>
<td align="left">0.36 &#xb1; 0.06a</td>
<td align="left">45.1 &#xb1; 3.3a</td>
<td align="left">0.61 &#xb1; 0.02e</td>
</tr>
<tr>
<td colspan="6" align="left">
<bold>3</bold>
<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">No bacteria</td>
<td align="left">7.16 &#xb1; 0.09b</td>
<td align="left">19.9 &#xb1; 0.1b</td>
<td align="left">0.22 &#xb1; 0.05c</td>
<td align="left">32.8 &#xb1; 2.2b</td>
<td align="left">2.49 &#xb1; 0.19a</td>
</tr>
<tr>
<td align="left">W7</td>
<td align="left">7.63 &#xb1; 0.09a</td>
<td align="left">22.8 &#xb1; 1.2a</td>
<td align="left">0.33 &#xb1; 0.02a</td>
<td align="left">38.4 &#xb1; 4.0ab</td>
<td align="left">1.93 &#xb1; 0.04b</td>
</tr>
<tr>
<td align="left">W25</td>
<td align="left">7.70 &#xb1; 0.02a</td>
<td align="left">24.5 &#xb1; 0.6a</td>
<td align="left">0.36 &#xb1; 0.00a</td>
<td align="left">37.9 &#xb1; 6.8ab</td>
<td align="left">1.57 &#xb1; 0.12c</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4">
<title>3.4 Effects of strains W7 and W25 on soil properties and Cd fractions in wheat rhizosphere soils</title>
<p>The impacts of both strains on pH value, organic matter content and enzyme activities of rhizosphere soils are shown in <xref ref-type="table" rid="T1">Table 1</xref>. Compared with the control, the two strains significantly increased the pH and organic matter content (10&#x2013;23%) of the rhizosphere soils (<xref ref-type="table" rid="T1">Table 1</xref>). Also, the urease activity was significantly increased by 32&#x2013;61% after inoculating the two strains into Cd-contaminated soils (<xref ref-type="table" rid="T1">Table 1</xref>). Moreover, strains W7 and W25 significantly increased the invertase activity of the rhizosphere soils at low Cd levels by 28 and 25%, respectively, compared to the control (<xref ref-type="table" rid="T1">Table 1</xref>). <xref ref-type="table" rid="T2">Table 2</xref> shows the impacts of strains W7 and W25 on the Cd distribution in rhizosphere soils. Inoculation with both strains significantly decreased the available Cd content (EX-Cd) by 18&#x2013;20% and increased the unavailable Cd content (OX-Cd) by 27&#x2013;31% in high Cd-polluted rhizosphere soils compared to the control (<xref ref-type="table" rid="T2">Table 2</xref>). A similar decrease in EX-Cd content and an increase in OX-Cd content were also found in low Cd-polluted rhizosphere soil in the presence of strain W25 (<xref ref-type="table" rid="T2">Table 2</xref>). Furthermore, the content of Cd, in different chemical forms, was largest in EX-Cd (40&#x2013;58%), followed by OX-Cd (18&#x2013;31%).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Effects of strains W7 and W25 on Cd distributions of the rhizosphere soils of wheat plants grown in low and high Cdcontaminated soils. The values are means &#xb1; standard error (<italic>n</italic> &#x3d; 3). Mean followed by the same letters within the same column are not significantly different (<italic>p</italic> &#x3e; 0.05) according to Tukey&#x2019;s test.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Cd added (mg kg<sup>&#x2212;1</sup>)</th>
<th align="left">EX-Cd (mg kg<sup>&#x2212;1</sup>)</th>
<th align="left">CB-Cd (mg kg<sup>&#x2212;1</sup>)</th>
<th align="left">OX-Cd (mg kg<sup>&#x2212;1</sup>)</th>
<th align="left">OM-Cd (mg kg<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="5" align="left">
<bold>1.5</bold>
<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">No bacteria</td>
<td align="left">0.87 &#xb1; 0.09a</td>
<td align="left">0.25 &#xb1; 0.02a</td>
<td align="left">0.28 &#xb1; 0.04b</td>
<td align="left">0.06 &#xb1; 0.01a</td>
</tr>
<tr>
<td align="left">W7</td>
<td align="left">0.70 &#xb1; 0.04ab</td>
<td align="left">0.24 &#xb1; 0.03a</td>
<td align="left">0.37 &#xb1; 0.02a</td>
<td align="left">0.05 &#xb1; 0.01a</td>
</tr>
<tr>
<td align="left">W25</td>
<td align="left">0.66 &#xb1; 0.08b</td>
<td align="left">0.25 &#xb1; 0.02a</td>
<td align="left">0.40 &#xb1; 0.01a</td>
<td align="left">0.05 &#xb1; 0.01a</td>
</tr>
<tr>
<td colspan="5" align="left">
<bold>3</bold>
<sup>&#x2a;</sup>
</td>
</tr>
<tr>
<td align="left">No bacteria</td>
<td align="left">1.51 &#xb1; 0.09a</td>
<td align="left">0.45 &#xb1; 0.02a</td>
<td align="left">0.72 &#xb1; 0.09b</td>
<td align="left">0.11 &#xb1; 0.01a</td>
</tr>
<tr>
<td align="left">W7</td>
<td align="left">1.23 &#xb1; 0.09b</td>
<td align="left">0.43 &#xb1; 0.05a</td>
<td align="left">0.91 &#xb1; 0.03a</td>
<td align="left">0.11 &#xb1; 0.02a</td>
</tr>
<tr>
<td align="left">W25</td>
<td align="left">1.21 &#xb1; 0.13b</td>
<td align="left">0.44 &#xb1; 0.04a</td>
<td align="left">0.94 &#xb1; 0.08a</td>
<td align="left">0.10 &#xb1; 0.01a</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-5">
<title>3.5 Effects of strains W7 and W25 on available and total Cd in soil aggregates</title>
<p>
<xref ref-type="sec" rid="s11">Supplementary Table S1</xref> shows the impact of strains W7 and W25 on soil aggregate structure. The main soil particles were &#x3e;2&#xa0;mm, 2&#x2013;0.25&#xa0;mm, 0.25&#x2013;0.075&#xa0;mm, and &#x3c;0.048&#xa0;mm. The application of both strains did not affect soil aggregate distribution. In low Cd-polluted rhizosphere soils, the application of strains W7 and W25 significantly reduced the DTPA-Cd content in the 2&#x2013;0.25&#xa0;mm soil particles by 16 and 21%, respectively, compared with the controls (<xref ref-type="fig" rid="F4">Figure 4A</xref>). The application of strain W25 significantly reduced the DTPA-Cd content in the &#x3e;2&#xa0;mm soil particles by 35%. In high Cd-polluted rhizosphere soils (<xref ref-type="fig" rid="F4">Figure 4B</xref>), inoculation with both strains significantly reduced the DTPA-Cd content in &#x3e;2&#xa0;mm soil particles by 22 and 37%, respectively, and strain W25 significantly reduced the DTPA-Cd content in 2&#x2013;0.25&#xa0;mm soil particles by 26% compared to controls. In low Cd-contaminated rhizosphere soils, inoculation with both strains significantly increased the total Cd contents in the 0.075&#x2013;0.048&#xa0;mm and &#x3c;0.048&#xa0;mm soil particles by 29&#x2013;33% and 30&#x2013;46%, respectively (<xref ref-type="fig" rid="F4">Figure 4C</xref>). The presence of both strains significantly decreased the total Cd concentrations in the &#x3e;2&#xa0;mm (16&#x2013;18%) and 2&#x2013;0.25&#xa0;mm (18&#x2013;21%) soil particles and increased the total Cd concentrations in the &#x3c;0.048&#xa0;mm (35&#x2013;46%) soil particles in high Cd-polluted rhizosphere soils, compared to the controls (<xref ref-type="fig" rid="F4">Figure 4D</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Effects of strains W7 and W25 on DTPA-extractable Cd contents <bold>(A,B)</bold> and total Cd contents <bold>(C,D)</bold> of soil aggregates in low and high Cd-contaminated rhizosphere soils of wheat. Error bars are &#xb1; standard error (<italic>n</italic> &#x3d; 3). Bars with the same letter within each treatment are not significantly different (<italic>p</italic> &#x3e; 0.05) according to Tukey&#x2019;s test.</p>
</caption>
<graphic xlink:href="fenvs-10-1097865-g004.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>3.6 Effects of strains W7 and W25 on Cd loading and accumulation in soil aggregates</title>
<p>The loading of Cd in different soil particles was studied to evaluate the contribution of aggregate size fractions to total Cd accumulation. About 40% of the total metal loading was retained in soil particles of 2&#x2013;0.25&#xa0;mm (<xref ref-type="fig" rid="F5">Figure 5A</xref>), indicating that Cd was preferentially accumulated in soil fractions of this size. Strains W7 and W25 had no significant effect on the GSF values in the first four aggregate fractions, but significantly increased the GSF values of Cd in the &#x3c;0.048&#xa0;mm soil particles (<xref ref-type="fig" rid="F5">Figure 5A</xref>). <xref ref-type="fig" rid="F5">Figure 5B</xref> shows the accumulation factors (AFx) of Cd. Inoculation with these two strains significantly decreased the AFx values in the &#x3e;2&#xa0;mm soil particles in Cd-contaminated soils, and similar decreases were found in the 2&#x2013;0.25&#xa0;mm aggregates in highly contaminated soils. Also, the presence of both strains significantly increased the AFx values in the &#x3c;0.048&#xa0;mm and 0.075&#x2013;0.048&#xa0;mm soil particles in low Cd-contaminated soils. These results indicate that inoculation with strains W7 and W25 reduced the AFx values of Cd in the macro-aggregates and increased those in the micro-aggregates.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Effects of strains W7 and W25 on the GSFloading <bold>(A)</bold> and AFx <bold>(B)</bold> values of soil aggregates in low and high Cd-contaminated rhizosphere soils of wheat. Error bars are &#xb1; standard error (<italic>n</italic> &#x3d; 3). Bars with the same letter within each treatment are not significantly different (<italic>p</italic> &#x3e; 0.05) according to Tukey&#x2019;s test.</p>
</caption>
<graphic xlink:href="fenvs-10-1097865-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>Bacterial immobilization of heavy metal is an effective, economical, and environmentally friendly strategy for remediating heavy metal-contaminated soil (<xref ref-type="bibr" rid="B30">Liu et al., 2018b</xref>; <xref ref-type="bibr" rid="B39">Shan et al., 2020</xref>). In the present study, the &#x3b3;-PGA-producing bacteria W7 and W25 could significantly decrease the Cd contents in the wheat root, straw, and grain. In our pot experiments, the Cd content (0.19&#xa0;mg&#xa0;kg<sup>&#x2212;1</sup> of dry weight) of wheat grains inoculated with strain W25 was lower than the maximum permitted Cd value established by the FAO/WHO (2011). In our previous study, we also found that these bacteria could significantly reduce Cd uptake by lettuce (<xref ref-type="bibr" rid="B47">Wang et al., 2020b</xref>). These results suggest that using of &#x3b3;-PGA-producing bacteria to immobilize heavy metals and inhibit plant Cd uptake is a viable approach for soil remediation and the safe production of crops in Cd-polluted soils.</p>
<p>Resistance to heavy metals is essential for heavy metal-immobilizing bacteria to stabilize heavy metals. Bacteria perform Cd resistance by biosorption, extracellular binding, precipitation, intracellular accumulation and efflux of the metal (<xref ref-type="bibr" rid="B3">Ayangbenro and Babalola, 2017</xref>; <xref ref-type="bibr" rid="B40">Shan et al., 2019</xref>). In this study, strains W7 and W25 were confirmed to be Cd-resistant and can therefore be used for Cd stabilization in soils. In addition, they can produce IAA and siderophores, which may protect plants from Cd toxicity (El-Meihy et al., 2019), and &#x3b3;-PGA, which contains numerous anionic functional groups that can bind metal ions (<xref ref-type="bibr" rid="B20">Inbaraj et al., 2009</xref>). These strains increased the solution pH value, cell growth and NH<sub>4</sub>
<sup>&#x2b;</sup> production (<xref ref-type="sec" rid="s11">Supplementary Figures S1B, C</xref>), which possibly led to Cd adsorption on the cell surface of the bacterial by competitive adsorption between H<sup>&#x2b;</sup> and Cd<sup>2&#x2b;</sup>, thereby reducing the Cd availability in the solution. Similar changes in the cell numbers of both strains were found with and without Cd (<xref ref-type="sec" rid="s11">Supplementary Figure S1A</xref>), suggesting that Cd had no distinct influence on bacterial growth. These findings indicated that the two strains survived and reduced the Cd<sup>2&#x2b;</sup> availability by increasing the solution pH value and producing &#x3b3;-PGA to adsorb Cd<sup>2&#x2b;</sup>. Furthermore, strains W7 and W25 immobilized Cd by precipitation (<xref ref-type="fig" rid="F2">Figure 2</xref>). The cell wall anionic functional groups of both strains may be involved in the binding of Cd in solution (<xref ref-type="bibr" rid="B52">Xu et al., 2019</xref>), leading to increased Cd adsorption. In particular, strain W25 produced more &#x3b3;-PGA and formed more Cd precipitate on its cell surface than strain W7, resulting in W25 having higher abilities to resist Cd and reduce the availability of Cd.</p>
<p>Soil pH plays an important role in the distribution, transformation, and bioavailability of heavy metals (<xref ref-type="bibr" rid="B28">Lin et al., 2019</xref>). Heavy metal availability is influenced by soil pH; a higher pH increases the precipitation of insoluble complexes and lowers metal availability because of competition between H<sup>&#x2b;</sup> and metal ions (<xref ref-type="bibr" rid="B26">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B33">Ma et al., 2020b</xref>). Previous studies have shown that inoculation with bacteria can increase the soil pH, thus decreasing the metal availability in the soil (<xref ref-type="bibr" rid="B26">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B45">Wang et al., 2020a</xref>). Organic matter improves soil quality and function. It also significantly impacts the bioavailability of heavy metals in soil (<xref ref-type="bibr" rid="B23">Kwiatkowska-Malina, 2018</xref>). Organic matter can form insoluble complexes with metal ions and effectively affect the transport and transformation of metal speciation in soil becuase of its multitudinous composition and abundant functional groups, such as hydroxylic (-OH) (<xref ref-type="bibr" rid="B24">Li et al., 2019</xref>). Soil urease plays an important role in soil nitrogen transformation because it can hydrolyze urea into NH<sub>4</sub>
<sup>&#x2b;</sup>, NH<sub>3</sub>, and CO<sub>3</sub>
<sup>2&#x2212;</sup> which increases soil pH and form carbonate precipitation of cations, thus reducing heavy metal bioavailability (<xref ref-type="bibr" rid="B1">Achal and Pan, 2011</xref>). In the present study, inoculation with the &#x3b3;-PGA-producing strains W7 and W25 significantly increased the pH value, organic matter content, and urease activity of wheat rhizosphere soil (<xref ref-type="table" rid="T1">Table 1</xref>), leading to the decrease in DTPA-extractable Cd in wheat rhizosphere soils (<xref ref-type="table" rid="T1">Table 1</xref>), and consequently a decreased Cd uptake by wheat (<xref ref-type="fig" rid="F3">Figure 3</xref>). Moreover, the presence of these two strains significantly decreased the content of EX-Cd and increased that of OX-Cd in wheat rhizosphere soils (<xref ref-type="table" rid="T2">Table 2</xref>), suggesting that these &#x3b3;-PGA-producing bacteria could promote the transformation of Cd chemical forms from phytoavailable to invalid in wheat rhizosphere soil. This is consistent with the results observed previously (<xref ref-type="bibr" rid="B48">Wang et al., 2018</xref>).</p>
<p>Soil aggregates are the basic structural factors of soil and can affect the migration and accumulation of heavy metals in soil (<xref ref-type="bibr" rid="B51">Xiao et al., 2016</xref>). In this study, strains W7 and W25 did not influence the structure and composition of soil particles (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>), most likely because the interaction time between these bacteria and soil was too short. The total content of Cd in soil aggregates was analyzed to study the impacts of &#x3b3;-PGA-producing bacteria on Cd migration in soil aggregates. After inoculation with strains W7 and W25, the total Cd content in the macro-aggregates of wheat rhizosphere soil decreased, whereas that of micro-aggregates increased (<xref ref-type="fig" rid="F4">Figure 4</xref>). Loading is strongly linked to the mass percentage and Cd content of each aggregate size fraction and is an important index for assessing the Cd distribution in soil aggregates (<xref ref-type="bibr" rid="B43">Sutherland, 2003</xref>). In this study, strains W7 and W25 increased the GSF values in micro-aggregates (<xref ref-type="fig" rid="F5">Figure 5A</xref>). The accumulation factor (AFx) was used to estimate the enrichment of Cd in each particle size (<xref ref-type="bibr" rid="B2">Acosta et al., 2009</xref>). Both strains decreased the AFx values in macro-aggregates and increased those in micro-aggregates (<xref ref-type="fig" rid="F5">Figure 5B</xref>). Currently, it is generally believed that micro-aggregates have a higher ability to retain Cd because of their large surface areas and numerous adsorption sites (<xref ref-type="bibr" rid="B19">Huang et al., 2020</xref>). The above results indicate that inoculation with the &#x3b3;-PGA-producing bacteria W7 and W25 decreased the available Cd in macro-aggregates and promoted the migration of Cd from macro-to micro-aggregates, which may contribute to a decreased Cd availability in rhizosphere soils and, consequently, a reduced Cd content in wheat tissues.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>Our results demonstrated that the &#x3b3;-PGA-producing bacteria <italic>Bacillus subtilis</italic> W7 and <italic>Bacillus amyloliquefaciens</italic> W25 could immobilize Cd by increasing the pH value as well as extracellular adsorption, intracellular accumulation, and bioprecipitation in solution. Both strains reduced the Cd uptake of wheat tissues (grain, straw, and root) by decreasing soil Cd availability through increasing the pH value, OM content, and urease activity and by promoting the migration of total Cd from macro-to micro-aggregates, and transforming Cd from available into unavailable forms. The grain Cd content of W25 strain-inoculated wheat plants in Cd-polluted soil was below the threshold established by the FAO/WHO. Overall, these findings provide a new idea and basis for exploring the uptake of Cd by wheat plants inoculated with &#x3b3;-PGA-producing bacteria. They also suggest an efficient, cost-effective, and environmentally friendly remediation technique for the safe production of wheat in Cd-polluted soils. However, further studies should be conducted to elucidate the mechanisms involved in Cd uptake of wheat inoculated with &#x3b3;-PGA-producing bacteria and the possibility of using these bacteria for <italic>in situ</italic> remediations in metal-contaminated soils under field conditions.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>XW and TX contributed to conception and design of the study. XL and HJ performed the statistical analysis. XW organized the database and wrote the first draft of the manuscript. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>The National Natural Science Foundation of China (Grant No. 42007140), the Natural Science Foundation of Shandong Province (ZR2020QD121), the Integration of Science and Education Program Foundation for the Talents by the Qilu University of Technology (No. 2018-81110268), the Foundation of Key Laboratory of Pulp and Paper Science and Technology of Ministry of Education (No. KF201817), the Foundation of State Key Laboratory of Biobased Material and Green Papermaking (No. ZZ20190309), and the Key Innovation Project of Qilu University of Technology (Shandong Academy of Sciences) (2022JBZ01-06).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<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/fenvs.2022.1097865/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fenvs.2022.1097865/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.doc" id="SM1" mimetype="application/doc" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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