<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2025.1662000</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Unleashing rhizobacteria for sustainable soil remediation: PGPR roles in heavy metal tolerance, detoxification, and plant productivity</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Kaushal</surname> <given-names>Priya</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1202883/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Pati</surname> <given-names>Aparna Maitra</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1970127/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<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/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Biotechnology Division, CSIR-Institute of Himalayan Bioresource Technology</institution>, <addr-line>Palampur, HP</addr-line>, <country>India</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Biotechnology, Guru Nanak Dev University, Amritsar</institution>, <addr-line>Punjab</addr-line>, <country>India</country></aff>
<aff id="aff3"><sup>3</sup><institution>Academy of Scientific and Innovative Research (AcSIR)</institution>, <addr-line>Ghaziabad</addr-line>, <country>India</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Duraipandiyan Veeramuthu, Loyola College, Chennai, India</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Amit Srivastava, The Czech Academy of Sciences, Czechia</p>
<p>Tharsius Raja William Raja, Bishop Heber College, India</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Aparna Maitra Pati <email>aparnamaitrapati&#x00040;gmail.com</email>; <email>aparna&#x00040;ihbt.res.in</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1662000</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2025 Kaushal and Pati.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Kaushal and Pati</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>The United Nations Food and Agriculture Organization (FAO) has projected that by 2050, nearly 90% of the world&#x00027;s soil resources will be at risk due to factors such as erosion, overuse of agrochemicals, and industrial pollution. As soil sustains over 95% of the global food supply, such degradation poses a critical threat to food security and ecosystem stability. Among the myriad environmental pollutants, heavy metals (HMs) like arsenic (As), lead (Pb), cadmium (Cd), and chromium (Cr) stand out as insidious threats to the environment. Addressing this issue demands the adoption of eco-friendly and sustainable remediation strategies. Microbial-assisted bioremediation particularly involving plant growth-promoting rhizobacteria (PGPRs) has emerged as a promising approach to enhance HMs detoxification while supporting plant health and soil recovery. In this review, we compile and critically evaluate current literature on PGPR-mediated bioremediation, with a focus on mechanisms of HMs tolerance and detoxification, the impact of PGPRs on soil health, and their role in promoting plant growth in contaminated environments. Overall, aims of the study is to provide a holistic understanding of microbial strategies for managing HMs pollution in soil&#x02013;plant systems, offering a sustainable path forward for agricultural productivity and environmental restoration.</p></abstract>
<kwd-group>
<kwd>bioremediation</kwd>
<kwd>heavy metals</kwd>
<kwd>plant growth promoting rhizobacteria</kwd>
<kwd>sustainable agriculture</kwd>
<kwd>crop productivity</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="94"/>
<page-count count="13"/>
<word-count count="9366"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbiotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Heavy metals (HMs) are metallic elements characterized by relative atomic mass &#x0003E;40, specific density of 5 g/cm<sup>3</sup>, and specific gravity 4&#x02013;5 times higher than water (<xref ref-type="bibr" rid="B81">Timothy and Williams, 2019</xref>). These are natural components of environment but their toxicity, bioaccumulation, long-term stability, non-biodegradable, and persistent nature poses a significant environmental concern. In addition to natural sources, anthropogenic activities like industrial waste, sewage disposal, chemical fertilizers, pesticides, insecticides, agricultural runoff, ore mining, smelting, fuels, and electronic waste substantially contribute to HMs contamination (<xref ref-type="bibr" rid="B7">Ali et al., 2021</xref>). According to the Agency for Toxic Substances and Disease Registry (ATSDR), As, Pb, Cd, and Cr are among the highly toxic HMs, ranking 1st, 2nd, 7th, and 17th position on the list of hazardous substances. Globally, the estimated annual production of these metals is 36,000&#x02013;45,000 tons for As, 4.8 &#x000D7; 10<sup>6</sup> tons for Pb, 20,000&#x02013;24,000 tons for Cd, and 18 &#x000D7; 10<sup>6</sup>-30 &#x000D7; 10<sup>6</sup> tons for Cr (<xref ref-type="bibr" rid="B64">Rahman and Singh, 2019</xref>). HMs negatively impacts soil physicochemical properties, ultimately compromising plant health and reducing crop yield. (<xref ref-type="bibr" rid="B9">Angon et al., 2024</xref>; <xref ref-type="bibr" rid="B18">Devi et al., 2022</xref>; <xref ref-type="bibr" rid="B59">Nyiramigisha and Komariah, 2021</xref>; <xref ref-type="bibr" rid="B86">Vasilachi et al., 2023</xref>). In addition, the transfer of HMs through trophic levels&#x02014;from contaminated water and soil to food crops&#x02014;poses significant health risks to humans. This bioaccumulation can disrupt the normal functioning of vital systems, including the central nervous, respiratory, reproductive, and gastrointestinal systems, as well as adversely affect liver and cardiac function (<xref ref-type="bibr" rid="B8">Alipour et al., 2024</xref>; <xref ref-type="bibr" rid="B89">Waqas et al., 2024</xref>). To address this issue, various chemical and physical methods such as precipitation, ion exchange, chemical leaching, oxidation-reduction, immobilization, electro-kinetics, and vitrification have been used for soil remediation, but they often generate toxic sludge, and disrupt soil quality (<xref ref-type="bibr" rid="B75">Sharma et al., 2018</xref>; <xref ref-type="bibr" rid="B41">Kumar et al., 2020</xref>). Due to these drawbacks, research has increasingly shifted towards microbial-based bioremediation approaches, which are recognized for their cost-effectiveness, environmental sustainability, and minimal ecological disruption (<xref ref-type="bibr" rid="B25">Firinc&#x000E1; et al., 2025</xref>).</p>
<p>Microorganisms are ubiquitous in nature and constitute a fundamental component of the ecosystem, engaging in intricate interactions with soil chemical contaminants (<xref ref-type="bibr" rid="B2">Abdu et al., 2017</xref>). The application of rhizosphere-associated microbes as soil amendments has demonstrated significant potential in enhancing plant growth, primarily through improvements in soil physicochemical properties and root system architecture. Numerous PGPRs, including members of the genera <italic>Bacillus, Serratia, Arthrobacter, Pseudomonas, Rhodococcus, Enterobacter, Acinetobacter</italic>, and <italic>Ochrobactrum</italic>, have been widely reported for their dual functionality&#x02014;promoting plant growth and facilitating HMs detoxification (<xref ref-type="bibr" rid="B1">Abdelkrim et al., 2018</xref>; <xref ref-type="bibr" rid="B28">Gulzar and Mazumder, 2022</xref>; <xref ref-type="bibr" rid="B38">Kaushal et al., 2023</xref>). While their role in mitigating HMs-induced phytotoxicity is well-studied, practical insights into their impact on long-term soil health remain limited. Similarly, plant-focused studies often emphasize early-stage responses, with insufficient insights in understanding whole-plant physiology, yield performance, and molecular mechanisms under HMs stress. Therefore, the present review aims to comprehensively evaluate the potential of PGPRs in enhancing soil health, and to elucidate interactive roles in mitigating heavy metal stress in soil&#x02013;plant systems.</p></sec>
<sec id="s2">
<title>2 HMs tolerance and their mechanism of detoxification by PGPRs</title>
<p>PGPRs employ a multitude of mechanisms to mediate HMs detoxification including biosorption, bioaccumulation, biodegradation, biotransformation, precipitation, complexation, redox reactions, metal chelation via siderophores, complexation through exopolysaccharides (EPS) production, active efflux, and influx transporters (<xref ref-type="bibr" rid="B29">Gupta et al., 2023</xref>). Numerous studies, as shown in <xref ref-type="table" rid="T1">Table 1</xref>, and <xref ref-type="fig" rid="F1">Figure 1</xref> have documented on PGPRs, HMs tolerance, bioaccumulation potential of various PGPRs strains, and microbe-based bioremediation, the molecular mechanism underpinning these processes&#x02014;particularly at the genomic and transcriptomic levels&#x02014;remains relatively underexplored. To bridge this gap, this section critically highlights recent investigations that delve into the molecular-level insights of PGPRs, with a focus on the identification of key metal resistance genes, operons, transport systems, and regulatory elements that orchestrate their survival and function in metal-contaminated environments.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>List of HMs tolerance and bioaccumulation ability of previously reported PGPR strains.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>PGPRs</bold></th>
<th valign="top" align="left"><bold>HMs Used</bold></th>
<th valign="top" align="center"><bold>HMs tolerance range</bold></th>
<th valign="top" align="center"><bold>HMs bioaccumulation efficiency</bold></th>
<th valign="top" align="center"><bold>Time of HMs bioaccumulation</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>Pseudomonas aeruginosa</italic></td>
<td valign="top" align="left">Cadmium Chloride</td>
<td valign="top" align="center">2,200 ppm</td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B44">Lin et al., 2016</xref></td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Lead</td>
<td valign="top" align="center">1,200 ppm</td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Brevundimonas diminuta</italic></td>
<td valign="top" align="left">Sodium arsenate As (V)</td>
<td valign="top" align="center">150 mM</td>
<td valign="top" align="center">20&#x02013;21%</td>
<td valign="top" align="center">24&#x02013;36 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B77">Singh et al., 2016</xref></td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Sodium arsenite As (III)</td>
<td valign="top" align="center">20 mM</td>
<td valign="top" align="center">14&#x02013;38%</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Enterobacter</italic> sp.</td>
<td valign="top" align="left">Cadmium</td>
<td valign="top" align="center">3,000 &#x003BC;g/mL</td>
<td valign="top" align="center">73%</td>
<td valign="top" align="center">72 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B53">Mitra et al., 2018</xref></td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Lead</td>
<td valign="top" align="center">2,500 &#x003BC;g/mL</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Arsenic</td>
<td valign="top" align="center">1,050 &#x003BC;g/mL</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus aryabhattai</italic></td>
<td valign="top" align="left">As (V)</td>
<td valign="top" align="center">100 mM</td>
<td valign="top" align="center">41%</td>
<td valign="top" align="center">24&#x02013;36 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B27">Ghosh et al., 2018</xref></td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">As (III)</td>
<td valign="top" align="center">20 mM</td>
<td valign="top" align="center">26%</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Cellulosimicrobium</italic> sp.</td>
<td valign="top" align="left">Potassium chromate</td>
<td valign="top" align="center">800 mg/L</td>
<td valign="top" align="center">Reduced 100 mg/L</td>
<td valign="top" align="center">48 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B82">Tirry et al., 2018</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus subtilis</italic> BM2</td>
<td valign="top" align="left">Lead acetate</td>
<td valign="top" align="center">2,000 &#x003BC;g/mL</td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td valign="top" align="center"><bold>&#x02013;</bold></td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B66">Rizvi et al., 2019</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus flexus</italic></td>
<td valign="top" align="left">As (V), As (III)</td>
<td valign="top" align="center">150 and 70 mmol L<sup>&#x02212;1</sup></td>
<td valign="top" align="center">Above 80% [As (V)]</td>
<td valign="top" align="center">72 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B52">Marwa et al., 2019</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Acinetobacter junii</italic></td>
<td/>
<td/>
<td valign="top" align="center">60% [As (V)]</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus cereus</italic> 2M1</td>
<td valign="top" align="left">Lead acetate</td>
<td valign="top" align="center">800 ppm</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B3">Abdullahi et al., 2020</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus cereus</italic> 3M1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus pseudomycoides</italic> 3M3</td>
<td valign="top" align="left">Lead acetate, Cadmium nitrate tetrahydrate</td>
<td valign="top" align="center">800 ppm (Pb), 300 ppm (Cd)</td>
<td/>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Enterobacter tabaci</italic> 4M9</td>
<td valign="top" align="left">Cadmium nitrate tetrahydrate</td>
<td valign="top" align="center">300 ppm</td>
<td/>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudomonas plecoglossicida</italic> 6M2</td>
<td valign="top" align="left">Sodium arsenite</td>
<td valign="top" align="center">1,700 ppm</td>
<td/>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus tropicus</italic></td>
<td valign="top" align="left">Lead nitrate</td>
<td valign="top" align="center">1,400 ppm</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B20">Efe, 2020</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Stenotrophomonas</italic> sp.</td>
<td valign="top" align="left">Lead (II) chloride, Potassium chromate</td>
<td valign="top" align="center">500&#x02013;1,000 &#x003BC;g/mL (Cr) and 1,000&#x02013;1,600 &#x003BC;g/mL (Pb)</td>
<td valign="top" align="center">68.54% (Cr), and 85.3% (Pb)</td>
<td valign="top" align="center">24&#x02013;72 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B11">Aslam et al., 2020</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Klebsiella pneumoniae</italic></td>
<td/>
<td/>
<td valign="top" align="center">65.98% (Cr), and 65.85% (Pb)</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Staphylococcus</italic> sp.</td>
<td/>
<td/>
<td valign="top" align="center">71.45 % (Cr), and 65.85 % (Pb)</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus cereus</italic> BPS-9</td>
<td valign="top" align="left">Lead nitrate</td>
<td valign="top" align="center">2,400 ppm</td>
<td valign="top" align="center">79.26 %</td>
<td valign="top" align="center">72 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B74">Sharma and Shukla, 2021</xref></td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Cadmium Chloride</td>
<td valign="top" align="center">500 ppm</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td/>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Chromium</td>
<td valign="top" align="center">600 ppm</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp.</td>
<td valign="top" align="left">Lead nitrate</td>
<td valign="top" align="center">Above 50 mg/mL</td>
<td valign="top" align="center">Above 80 %</td>
<td valign="top" align="center">40 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B87">V&#x000E9;lez et al., 2021</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus subtilis</italic></td>
<td valign="top" align="left">Potassium dichromate</td>
<td valign="top" align="center">25 ppm</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B34">Ilyas et al., 2022</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Enterobacter cloacae</italic></td>
<td valign="top" align="left">Cadmium chloride</td>
<td valign="top" align="center">4,000 &#x003BC;g/mL</td>
<td valign="top" align="center">72.11 %</td>
<td valign="top" align="center">72 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B26">Ghosh et al., 2022</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus subtilis</italic></td>
<td valign="top" align="left">Cadmium nitrate</td>
<td valign="top" align="center">100 ppm</td>
<td valign="top" align="center">92.3 %</td>
<td valign="top" align="center">1&#x02013;144 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B67">Rocco et al., 2023</xref></td>
</tr>
 <tr>
<td/>
<td valign="top" align="left">Lead acetate</td>
<td valign="top" align="center">500 ppm</td>
<td valign="top" align="center">100 %</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus velezensis</italic> QZG6</td>
<td valign="top" align="left">Cadmium chloride</td>
<td valign="top" align="center">100&#x02013;400 &#x003BC;M</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B14">Chen et al., 2024</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus altitudinis</italic></td>
<td valign="top" align="left">Lead acetate</td>
<td valign="top" align="center">15 mM</td>
<td valign="top" align="center">96 %</td>
<td valign="top" align="center">48 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B39">Kaushal and Pati, 2024</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus cereus</italic> NM8</td>
<td valign="top" align="left">Potassium dichromate</td>
<td valign="top" align="center">100 &#x003BC;g/mL</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B51">Malik et al., 2024</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus subtilis</italic> NM28</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus paramycoides</italic></td>
<td valign="top" align="left">Cadmium chloride</td>
<td valign="top" align="center">2,000 ppm</td>
<td valign="top" align="center">81.79 %</td>
<td valign="top" align="center">72 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B93">Zainab et al., 2024</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus tequilensis</italic></td>
<td/>
<td/>
<td valign="top" align="center">83.78%</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Stenotrophomonas maltophilia</italic></td>
<td valign="top" align="left">Lead nitrate</td>
<td valign="top" align="center">18 mM</td>
<td valign="top" align="center">78.4% (removal efficiency)</td>
<td valign="top" align="center">70 min</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B24">Farooq et al., 2025</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus altitudinis</italic> 41KF2b</td>
<td valign="top" align="left">Chromium</td>
<td valign="top" align="center">100 ppm</td>
<td valign="top" align="center">51.0%</td>
<td valign="top" align="center">120 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B30">Hamed et al., 2025</xref></td>
</tr>
 <tr>
<td valign="top" align="left"><italic>Bacillus tropicus</italic></td>
<td/>
<td/>
<td valign="top" align="center">45.1%</td>
<td/>
<td/>
</tr>
 <tr>
<td valign="top" align="left"><italic>Providencia rettgri</italic></td>
<td/>
<td/>
<td valign="top" align="center">19.1%</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp.</td>
<td valign="top" align="left">Lead</td>
<td valign="top" align="center">500 ppm</td>
<td valign="top" align="center">61.3%</td>
<td valign="top" align="center">72 h</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Jabborova et al., 2025</xref></td>
</tr></tbody>
</table>
</table-wrap>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p>Trends in the number of publications related to PGPR and soil heavy metal bioremediation.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1662000-g0001.tif">
<alt-text>Three pie charts show the number of publications per year for different search queries from 2010 to 2025. The top-left chart shows &#x0201C;PGPR,&#x0201D; the top-right shows &#x0201C;soil heavy metal,&#x0201D; and the bottom chart displays &#x0201C;microbial-based bioremediation.&#x0201D; Each year is color-coded for clarity, indicating publication trends over time.</alt-text>
</graphic>
</fig>
<p><xref ref-type="bibr" rid="B91">Xu et al. (2018)</xref> work demonstrated remarkable tolerance of <italic>Arthrobacter</italic> sp. PGP41, to 1.58 mM Cd by secreting various low-molecular-weight organic acids, including oxalic, tartaric, formic, malic, citric, and succinic acids, which likely contributed to Cd chelation and detoxification through metal complexation. In a genomic study by <xref ref-type="bibr" rid="B47">Luziatelli et al. (2020)</xref>, <italic>Pantoea agglomerans</italic> C1 strain exhibited high tolerance to As (V) up to 100 mM. Genomic analysis revealed the presence of key arsenic resistance determinants including arsenite efflux transporter (<italic>arsB</italic>), arsenate reductase (<italic>arsC</italic>), arsenite efflux pump (<italic>acr3</italic>), and transcriptional regulator (<italic>arsR</italic>), supporting a genetically encoded mechanism for arsenic detoxification. <xref ref-type="bibr" rid="B43">Liaquat et al. (2020)</xref> reported that <italic>Stenotrophomonas maltophilia</italic> SY-2 strain tolerated 1.0 mM Cd and exhibited a Cd biosorption capacity of 35.7% within 24 h. The study also noted enhanced siderophore production under Cd stress, and Fourier Transform Infrared (FTIR) spectroscopy confirmed the involvement of functional groups such as carboxyl, amide, and phosphate moieties in metal ion binding on the bacterial surface.</p>
<p>Furthermore, <xref ref-type="bibr" rid="B15">Chlebek et al. (2021)</xref> study elucidated that <italic>Pseudomonas qingdaonensis</italic> ZCR6 strain tolerated 5 mM Cd and genome-wide analysis confirmed the presence of cobalt-zinc-cadmium resistance genes (<italic>czcA, czcB</italic>, and <italic>czcC</italic>) that helps in the transport of divalent cations, and detoxification of Zn<sup>2&#x0002B;</sup>, Co<sup>2&#x0002B;</sup>, and Cd<sup>2&#x0002B;</sup>. Moreover, <xref ref-type="bibr" rid="B4">Afridi et al. (2021)</xref> reported that <italic>Kocuria rhizophila</italic> (14ASP) endophytic strain tolerated Cr (500 ppm), Pb (200 ppm), and Cd (50 ppm), following 6&#x02013;7 days of incubation. Genomic insights revealed the presence of chromate transporter (<italic>chrA</italic>), lead resistance (<italic>pbrA</italic>), and cadmium resistance (<italic>cadB</italic>) genes, indicating a broad-spectrum HMs resistance capability.</p>
<p>More recently, <xref ref-type="bibr" rid="B80">Tatung and Deb (2024)</xref> reported two promising isolates&#x02014;<italic>Bacillus cereus</italic> (TSU3) and <italic>Pseudomonas koreensis</italic> (TSU7), that could tolerate 8,070 &#x003BC;g/mL Cr and 570 &#x003BC;g/mL Cd, respectively. Interestingly, <xref ref-type="bibr" rid="B33">Herrera-Calderon et al. (2024)</xref> also reported that <italic>Bacillus velezensis</italic> (C3-3) and <italic>Cytobacillus gottheilii</italic> (T106) showed resistance to 5 mM of Cd due to the presence of Co/Zn/Cd genes in its genome (<italic>czcA, cusA, cnrA, czcD, zitB)</italic>.</p>
<p>In conclusion, these investigations provide critical insights into the molecular frameworks that underpin PGPR-mediated HMs detoxification. Such knowledge not only advances our understanding of microbial adaptation and resistance but also lays the foundation for restoring soil health and promoting sustainable plant growth in HMs-stressed environments.</p></sec>
<sec id="s3">
<title>3 Effect of PGPRs on HMs contaminated soil health</title>
<p>Soil is a fundamental component of terrestrial ecosystems and plays a pivotal role in sustaining agricultural productivity. However, excessive HMs contamination significantly disrupts soil structure, pH, porosity, density, texture, electrical conductivity, and water holding capacity. It also impairs biological functions including litter decomposition, organic matter stability, nutrients availability, carbon mineralization, nitrogen transformation processes, enzymatic activity, and the microbial diversity (<xref ref-type="bibr" rid="B16">Chu, 2018</xref>; <xref ref-type="bibr" rid="B48">Lwin et al., 2018</xref>; <xref ref-type="bibr" rid="B78">Srivastava et al., 2017</xref>). In addition to this, different PGPRs have been reported for their role in HMs bioaccumulation, improving soil quality, and enzyme activities that helps in nutrient recycling, and plant growth. Despite these findings, the important gaps remain in understanding the role of PGPRs in restoring soil health under HM stress.</p>
<p>A notable study by <xref ref-type="bibr" rid="B1">Abdelkrim et al. (2018)</xref> highlights the effect of PGPRs consortia (<italic>Rhizobium leguminosarum</italic> (M5) &#x0002B; <italic>Bacillus simplex</italic> &#x0002B; <italic>Luteibacter</italic> sp. &#x0002B; <italic>Variovorax</italic> sp.) (I1) and (<italic>R. leguminosarum</italic> (M5) &#x0002B; <italic>Pseudomonas fluorescens</italic> (K23) &#x0002B; <italic>Luteibacter</italic> sp. &#x0002B; <italic>Variovorax</italic> sp.) (I5) on Pb, and Cd polluted soil of <italic>L. sativus</italic> plots. The results showed that I5 inoculum treatment reduces total Pb, and Cd by 46%, and 61%, respectively as compared to uninoculated soil. Moreover, I5 inoculation also significantly enhanced total nitrogen content (N), available phosphorus (P), &#x003B2;-glucosidase, urease and alkaline phosphatase of soil by 35, 100, 16, 12, and 32%, respectively, relative to uninoculated soil. Additionally, <xref ref-type="bibr" rid="B32">He et al. (2020)</xref> also reported that <italic>Bacillus</italic> sp. QX8 and QX13 treatment under Pb, and Cd contamination significantly improved the soil acid phosphatase, and urease activity by 23, and 22%, respectively as compared to untreated soil. Furthermore, <xref ref-type="bibr" rid="B76">Silva et al. (2021)</xref> findings showed that PGPRs consortia treatment increased soil respiration rate, and microbial biomass C (MBC) under 320 mg/kg Cr stress. Complementary findings were reported by <xref ref-type="bibr" rid="B45">Liu et al. (2022)</xref>, who evaluated the efficacy of <italic>Bacillus</italic> sp. ZC3-2-1 in Cd-contaminated soils. The strain decreased bioavailable Cd levels by 39.3% and significantly boosted protease and alkaline phosphatase activities by 45.8, and 6.4%, respectively in the soil. Moreover, treatment with ZC3-2-1 also led to a marked increase in bacterial alpha diversity and the relative abundance of beneficial taxa such as <italic>Actinobacteria, Proteobacteria</italic>, and <italic>Bacteroidetes</italic>, that helps in nitrogen and phosphorus cycling in HMs contaminated soil. Further, <xref ref-type="bibr" rid="B31">Haroun et al. (2023)</xref> demonstrated the remediation potential of a biofertilizer formulation comprising <italic>Pseudomonas aeruginosa</italic> and <italic>Bacillus firmus</italic> in HM-polluted soils. The biofertilizer significantly improved key soil physicochemical properties, including available N, P, K, and organic matter content. Enzymatic activities of dehydrogenase, alkaline phosphatase, and &#x003B2;-D-glucosidase were also substantially enhanced in biofertilizer-treated soils compared to control plots. Recent study by <xref ref-type="bibr" rid="B58">Nie et al. (2025)</xref> showed that Pb resistant <italic>Pseudomonas</italic> sp. and <italic>Bacillus</italic> sp. treatment significantly decreased the Pb content, improved the available P, and K in the Pb contaminated rhizosphere soil.</p>
<p>Collectively, these studies underscore the promising role of PGPRs in mitigating heavy metal toxicity, enhancing nutrient cycling, and restoring soil biological activity, thereby contributing to sustainable soil health management in contaminated agroecosystems.</p></sec>
<sec id="s4">
<title>4 Effect of PGPRs on plant growth under HMs stress</title>
<p>HMs accumulation in soil adversely impairs plant growth and development by disrupting key morpho-physiological, biochemical, and molecular processes. Toxic metal ions interfere with root architecture, reduce seed germination rates, induce nutrient imbalances, and cause chlorosis and impaired photosynthetic efficiency. At the cellular level, elevated HMs stress promotes excessive generation of reactive oxygen species (ROS), leading to oxidative damage. This includes lipid peroxidation of cell membranes, degradation of structural and functional proteins, and alterations in DNA integrity. The schematic representation of these pathways is presented in <xref ref-type="fig" rid="F2">Figure 2</xref>. Collectively, these effects compromise plant vitality and significantly reduce crop productivity (<xref ref-type="bibr" rid="B9">Angon et al., 2024</xref>). However, PGPRs have been extensively reported to mitigate HMs toxicity by reducing their bioavailability. In addition to metal immobilization, PGPRs also enhance plant stress resilience by modulating antioxidant defense systems, regulating stress-responsive signaling pathways, and promoting growth by facilitating nutrient availability, phytohormone, exopolysaccharide (EPS) production, and ACC-deaminase activity (<xref ref-type="bibr" rid="B19">Dey et al., 2022</xref>; <xref ref-type="bibr" rid="B88">Wang et al., 2024</xref>). In this context, key studies elucidating the molecular and physiological pathways targeted by PGPRs in different plants under HM stress are discussed in the following sections and summarized in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<fig position="float" id="F2">
<label>Figure 2</label>
<caption><p>Effect of PGPRs on plant growth and development during HMs stress.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1662000-g0002.tif">
<alt-text>Illustration comparing a heavy metal (HM) stressed plant to a healthy plant. The stressed plant shows effects like disturbed biomolecular structures, increased ethylene, and reduced nutrient uptake. The healthy plant features improved photosynthesis, nutrients uptake, and decreased HM content. The diagram highlights mechanisms like HM detoxification by plant growth-promoting rhizobacteria (PGPRs), including bioaccumulation and biotransformation. Additionally, it notes plant growth-promoting traits such as IAA production and nutrient solubilization. HMs like arsenic, lead, cadmium, and chromium are depicted affecting soil properties.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Effect of PGPRs application on plant growth under HMs stress.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>PGPRs</bold></th>
<th valign="top" align="left"><bold>Plant</bold></th>
<th valign="top" align="left"><bold>HMs contamination</bold></th>
<th valign="top" align="left"><bold>Effect of PGPR on HMs uptake in plants</bold></th>
<th valign="top" align="left"><bold>Effect of PGPR inoculation on plant growth</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left"><italic>Pseudomonas gessardii</italic></td>
<td valign="top" align="left"><italic>Helianthus annus</italic></td>
<td valign="top" align="left">600 mg/kg<break/> Pb (NO<sub>3</sub>)<sub>2</sub></td>
<td valign="top" align="left">62.42% reduction in Pb translocation from root to shoot</td>
<td valign="top" align="left">Chlorophyll a, b, and total chlorophyll content, grain weight increased by 47.36%, 37.30%, 44.02%, 15.93%</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B65">Raza Altaf et al., (2021)</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudomonas fluorescens, Pseudomonas putida</italic>, and <italic>Bacillus safensis</italic></td>
<td valign="top" align="left"><italic>Brassica napus</italic> and <italic>Trifolium repens</italic></td>
<td valign="top" align="left">400, 800, and 1,200 mg/kg Pb</td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">Increased number of pods per plant, chlorophyll a, b, carotenoid, proline content, SOD, and GR activity</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B72">Shah et al., (2020)</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus gibsonii</italic>, and <italic>Bacillus</italic> xiamenensis</td>
<td valign="top" align="left"><italic>Sesbania sesban</italic> L.</td>
<td valign="top" align="left">Cd (5.1 ppm), Cr (26.4 ppm), and Pb (42 ppm)</td>
<td valign="top" align="left">Increased Pb, and Cr uptake</td>
<td valign="top" align="left">Increased chlorophyll, carotenoid content, SOD, POD enzymatic actiivty</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B92">Zainab et al., (2021)</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp.</td>
<td valign="top" align="left"><italic>Anethum graveolens</italic> L.</td>
<td valign="top" align="left">0, 100, 400 mg/kg<break/> Pb (NO<sub>3</sub>)<sub>2</sub></td>
<td valign="top" align="left">Reduced Pb uptake</td>
<td valign="top" align="left">Total carbohydrate, proline, chlorophyll content, CAT, POD activity was enhanced</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B63">Rahbari et al., (2021)</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Morganella morganii</italic> (ABT3, and ABT9)</td>
<td valign="top" align="left"><italic>Arabidopsis thaliana</italic></td>
<td valign="top" align="left">1.5, and 2.5 mM Pb (NO<sub>3</sub>)<sub>2</sub></td>
<td valign="top" align="left">&#x02013;</td>
<td valign="top" align="left">Increased shoot, root fresh, dry weight, length, chlorophyll content, quantum yield, SOD, POD, and CAT activity</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B56">Naqqash et al., (2022)</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Enterobacter cloacae</italic></td>
<td valign="top" align="left"><italic>Oryza sativa</italic> (IET-15,191 Cd sensitive)</td>
<td valign="top" align="left">0&#x02013;400 &#x003BC;g/mL</td>
<td valign="top" align="left">Reduced Cd content by 95 &#x003BC;g/g fresh weight</td>
<td valign="top" align="left">Improved morphological parameters, total sugar, protein, proline, chlorophyll content, &#x003B1;-amylase, protease, and antioxidant activity. Significant reduction in MDA, and ethylene level in plants</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B26">Ghosh et al., 2022</xref></td>
</tr> <tr>
<td valign="top" align="left">Consortia<sup>&#x0002A;</sup></td>
<td valign="top" align="left"><italic>Oryza sativa</italic> (IR64 Variety)</td>
<td valign="top" align="left">800 mg/L Pb</td>
<td valign="top" align="left">45% reduction in Pb content</td>
<td valign="top" align="left">Chlorophyll content increased by 25%, MDA, and ROS content reduced by 50%, and 13%</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B84">Ubaidillah et al., 2023</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudomonas fluorescence</italic></td>
<td valign="top" align="left"><italic>Cicer arietinum</italic> L.</td>
<td valign="top" align="left">400 &#x003BC;g/kg Cd</td>
<td valign="top" align="left">37% decrease in Cd deposition in roots</td>
<td valign="top" align="left">Increased seed germination (10%), root length (25%), plant length (26.5%), chlorophyll a (34%), b (29%), carotenoid (41%), seed protein (20%), content, and seed yield (26%),</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B79">Syed et al., 2023</xref></td>
</tr> <tr>
<td valign="top" align="left">S2, S5, and S10 Pb tolerant PGPR</td>
<td valign="top" align="left"><italic>Brassica juncea</italic></td>
<td valign="top" align="left">300, 600, 900 mg/kg Pb</td>
<td valign="top" align="left">Ameliorated Pb uptake in plant by 9.2%. 26% reduction of Pb in seeds</td>
<td valign="top" align="left">Improved agronomic growth parameters (number of pods, seeds, yield per plant), chlorophyll a, b, carotenoid, proline content, SOD, CAT, APX, and GR activity</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B55">Mushtaq et al., 2023</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus</italic> sp. Kz5 and <italic>Enterobacter</italic> sp. Kz15</td>
<td valign="top" align="left"><italic>Brassica juncea</italic></td>
<td valign="top" align="left">5, and 20 mg/kg Cd</td>
<td valign="top" align="left">Increased Cd uptake</td>
<td valign="top" align="left">Increased shoot, root biomass, and photosynthetic activity</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B94">Zhang et al., 2023</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Priestia flexa</italic></td>
<td valign="top" align="left"><italic>Oryza sativa</italic></td>
<td valign="top" align="left">25 &#x003BC;M As (III), and 100 &#x003BC;M As (V)</td>
<td valign="top" align="left">53.02% reduction in As (V), and 38.84% As (III) uptake</td>
<td valign="top" align="left">Increased shoot length, root length, fresh weight, dry weight, and chlorophyll content, but SOD, CAT, APX, and GPX activity was reduced in the plant</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B50">Majhi et al., 2023</xref></td>
</tr>
 <tr>
<td valign="top" align="left"><italic>Pseudomonas chengduensis</italic></td>
<td/>
<td/>
<td valign="top" align="left">31.48% reduction in As (V), and 35.98% As (III) uptake</td>
<td/>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Serratia marcescens</italic> DB1</td>
<td valign="top" align="left"><italic>Oryza sativa</italic> L.</td>
<td valign="top" align="left">1,000&#x02013;5,000 &#x003BC;M Cr, and As</td>
<td valign="top" align="left">16.55 % reduction in Cr uptake</td>
<td valign="top" align="left">Increased shoot weight (19.92%), SA content (20.25%). Reduced ABA (12.71%), JA (7%), flavonoid (11.88%), polyphenol (17.58%) level. <italic>OsMTP5, OsMTP1</italic>, and <italic>OsPCS1</italic> expression decreased.</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B12">Bhatta et al., 2023</xref></td>
</tr>
 <tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">48.9% reduction in As uptake</td>
<td valign="top" align="left">Shoot weight (50%), SA content (21.95%), Reduced ABA (30.30%), JA (26.58%), flavonoid (13.35%), polyphenol (25.91%) level. <italic>OsMTP1</italic>, and <italic>OsPCS1</italic> expression decreased</td>
<td/>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus subtilis</italic></td>
<td valign="top" align="left"><italic>Oryza sativa</italic> L.</td>
<td valign="top" align="left">15 mg/kg As</td>
<td valign="top" align="left">50% increased As accumulation in plants</td>
<td valign="top" align="left">GST, CAT, GSH activity, and total thions content was significantly decreased</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B85">Ullah et al., 2024</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Pseudomonas</italic> sp.</td>
<td valign="top" align="left">Alfalfa</td>
<td valign="top" align="left">0.5 mM CdCL<sub>2</sub></td>
<td valign="top" align="left"><bold>&#x02013;</bold></td>
<td valign="top" align="left">Enhanced dry weight, chlorophyll a, b, and total chlorophyll content</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B17">Chubukova et al., 2024</xref></td>
</tr> <tr>
<td valign="top" align="left"><italic>Bacillus</italic> sp.</td>
<td valign="top" align="left"><italic>Oryza sativa</italic> L.</td>
<td valign="top" align="left">30 ppm As</td>
<td valign="top" align="left"><bold>&#x02013;</bold></td>
<td valign="top" align="left">Improved vegetative parameters, chlorophyll content, GPX, CAT activity, total yield, percent grain filling, and 100 seed weight</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B68">Roy et al., 2024</xref></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Serratia rubidaea</italic> SR19</td>
<td valign="top" align="left"><italic>Cucumis Sativus</italic></td>
<td valign="top" align="left">3, 6, and 9 ppm CdCL<sub>2</sub></td>
<td valign="top" align="left"><bold>&#x02013;</bold></td>
<td valign="top" align="left">Increased seed germination rate (100% at 9 ppm), root, and radicle length</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B23">El-Minisy et al., 2025</xref></td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup>Indicate <italic>Actinomycetes, Azotobacter</italic> sp., <italic>Azospirillum</italic> sp., <italic>Rhizobium</italic> sp., <italic>Pseudomonas</italic> sp., <italic>Lactobacillus</italic> sp., <italic>Bacillus</italic> sp., and <italic>Streptomyces</italic> sp.</p>
</table-wrap-foot>
</table-wrap>
<sec>
<title>4.1 As stress</title>
<p>A study by (<xref ref-type="bibr" rid="B61">Pandey and Bhatt 2016</xref>) provided insights into the role of <italic>Exiguobacterium</italic> sp. As-9 strain in <italic>Vigna radiata</italic> growth under As stress. Results showed that As-9 inoculation significantly improved the shoot, root biomass, shoot, root length by 22.23, 39, 29.6, and 18.15%, respectively under As (V) stress. Strikingly, bacterial treatment led to a 5-fold reduction in As(V) accumulation, along with a substantial decrease in malondialdehyde (MDA) content &#x02212;28.02% in shoots and 45.24% in roots&#x02014;indicating mitigation of oxidative stress induced by arsenic toxicity. Moreover, (<xref ref-type="bibr" rid="B27">Ghosh et al. 2018</xref>) also shed light on the role of As resistant <italic>Bacillus aryabhattai</italic> MCC3374 (AS6) strain on reducing As phytotoxicity in <italic>Oryza sativa</italic>. Bacterial inoculation significantly enhanced the activity of key seed germination-associated enzymes, including amylase (51.3%) and protease (50%), as well as antioxidant enzymes such as superoxide dismutase (SOD; 27.2%), and catalase (CAT; 62.2%). Interestingly, AS6 strain also exhibited ACC-deaminase activity which is associated with the reduction of ethylene levels in rice seedlings, thereby promoting root elongation. Additionally, (<xref ref-type="bibr" rid="B90">Xiao et al. 2020</xref>) demonstrated the efficacy of three PGPR strains <italic>Pseudomonas mosselii</italic> (S6), <italic>Bacillus thuringiensis</italic> (S7), and <italic>Bacillus</italic> sp. JBS-28 (S10) on As accumulation and <italic>Oryza sativa</italic> growth. Notably, inoculation with strain S10 significantly reduced arsenic accumulation in brown rice by 3.50&#x02013;26.01% and 9.26&#x02013;10.50%, while all three PGPR strains (S6, S7, and S10) enhanced grain yield by 10.50&#x02013;51.30% and 4.83&#x02013;9.16% under greenhouse and field conditions, respectively. In addition to this, PGPRs application also influenced shoot, and root growth, SOD, and peroxidase (POD) activity in the presence of As.</p>
<p>Recently, (<xref ref-type="bibr" rid="B62">Pandey et al. 2023</xref>) illustrated that PGPRs consortia (<italic>Bacillus nealsonii, Pseudomonas nitritireducens, Exiguobacterium aestuarii, Bacillus tequilensis</italic>, and <italic>Microbacterium paraoxydans</italic>) significantly improved the shoot, root length, biomass, and total chlorophyll content of <italic>Oryza sativa</italic> L. plants. Notably, PGPRs treatment led to the downregulation of key antioxidant genes&#x02014;<italic>SOD, CAT, APX</italic> (ascorbate peroxidase), <italic>GST</italic> (glutathione S-transferase), and <italic>GPOX</italic> (glutathione peroxidase)&#x02014;suggesting a substantial reduction in oxidative stress within the plant system as compared to As (V)/As (III) treated plants. Moreover, the study by (<xref ref-type="bibr" rid="B37">Joshi et al. 2023</xref>) demonstrated that <italic>Bacillus amyloliquefaciens</italic> effectively mitigates As toxicity in <italic>Oryza sativa</italic> by modulating sugar metabolism and associated metabolic pathways. Metabolomic profiling revealed a significant upregulation of key metabolites involved in carbohydrate metabolism, organic acid turnover, fatty acid biosynthesis, and amino acid metabolism under As stress following bacterial inoculation. Transcriptomic analysis further indicated that the expression of key enzymes involved in glycolysis, sugar metabolism, and energy production were significantly upregulated, suggesting enhanced carbon flux. At molecular level, quantitative real-time PCR (qRT-PCR) studies result indicated that the expression of As influx, and efflux transporters like Low Silicon 1 (<italic>Lsi1</italic>), Low Silicon 2 (<italic>Lsi2</italic>), and Low Silicon 6 (<italic>Lsi6</italic>) were downregulated after bacterial treatment, thereby restricting As uptake and translocation. These findings highlight the potential of <italic>B. amyloliquefaciens</italic> in modulating metabolic and transport processes to confer As tolerance in rice.</p></sec>
<sec>
<title>4.2 Pb stress</title>
<p>Several studies have demonstrated the potential of Pb-tolerant PGPRs in mitigating Pb-induced phytotoxicity and enhancing plant growth under heavy metal stress. <xref ref-type="bibr" rid="B70">Saleem et al. (2018)</xref> demonstrated that application of Pb tolerant <italic>Pseudomonas</italic> strains significantly enhanced the growth performance of <italic>Helianthus annuus</italic> cultivated in Pb-contaminated soil (900 mg/kg). PGPR inoculation improved root length, root fresh weight, and dry weight by 28, 52, and 74%, respectively, compared to Pb stress alone. Moreover, there was a notable increase in chlorophyll a and b, carotenoid, and proline content, indicating improved photosynthetic efficiency and osmotic adjustment under stress conditions. The treatment also led to a 36% reduction in MDA levels, along with enhancements of SOD, glutathione reductase (GR), APX, and CAT activity by 26, 24, 12, and 26% respectively, suggesting a significant reduction in oxidative damage. Similarly, <xref ref-type="bibr" rid="B1">Abdelkrim et al. (2018)</xref> work also highlights the effect of Pb-resistant PGPR consortia on <italic>Lathyrus sativus</italic> growth. Results showed that PGPRs inoculation improved the plant biomass, total N, chlorophyll, carotenoid, total polyphenolic, proline, and soluble sugar content under Pb stress. The activity of ROS scavengers (SOD, CAT, APX, and GPX) were also significantly improved in Pb stress, suggesting improved antioxidant defense mechanisms. Furthermore, <xref ref-type="bibr" rid="B60">Pal et al. (2018)</xref> study showed that application of <italic>Lysinibacillus varians</italic> and <italic>Pseudomonas putida</italic> positively influenced growth parameters in <italic>Capsicum annuum</italic> L. under Pb stress. Specifically, shoot and root lengths were increased by 1.60-, 1.71-, 1.35-, and 1.15-fold, respectively, along with higher chlorophyll content, indicating enhanced photosynthetic performance. Moreover, <xref ref-type="bibr" rid="B32">He et al. (2020)</xref> investigated the efficacy of Pb-resistant <italic>Bacillus</italic> strains (QX8 and QX13) on <italic>Solanum nigrum L</italic>. and found a significant improvement in shoot and root dry weights by 1.36&#x02013;1.96 fold, as determined by Duncan&#x00027;s multiple range test. Furthermore, QX8 and QX13 treatments increased shoot iron concentrations by 55 and 88%, respectively, demonstrating a positive effect on nutrient acquisition in Pb-contaminated soil. In another study, <xref ref-type="bibr" rid="B71">Shabaan et al. (2021)</xref> observed enhanced shoot and root lengths by 18 and 84%, respectively, in <italic>Pisum sativum L</italic>. inoculated with <italic>Pseudomonas</italic> strains under 750 mg/kg Pb stress, indicating improved biomass accumulation. Moreover, <xref ref-type="bibr" rid="B5">Ahmad et al. (2023)</xref> further supported these findings by showing that inoculation with <italic>Pseudomonas</italic> strains (S1, S2, and S3) enhanced fresh weight, dry weight, chlorophyll content, and APX activity by 36, 26, 18, and 12.24%, respectively, in <italic>Vigna unguiculata L</italic>. under Pb stress, reflecting improved physiological performance and antioxidative capacity.</p>
<p>A mechanistic insight was provided by <xref ref-type="bibr" rid="B22">El-Esawi et al. (2024)</xref>, who demonstrated that inoculation with <italic>Serratia liquefaciens</italic> ZM6 significantly improved morphological, nutritional, and physiological attributes of <italic>Glycine max L</italic>. under 400 &#x003BC;M Pb stress. Enhanced levels of photosynthetic pigments, osmolytes, enzymatic (CAT, APX, POD, SOD) and non-enzymatic (AsA, GSH) antioxidants were recorded. At the molecular level, qRT-PCR results showed that ZM6 inoculation upregulated the expression of antioxidant genes (<italic>CAT, APX, POD, Fe-SOD</italic>) and stress-responsive genes [<italic>chalcone synthase</italic> (<italic>CHS7), chalcone isomerase</italic> (<italic>CHI1A), phenylalanine ammonia-lyase</italic> (<italic>PAL</italic>)<italic>, isoflavone synthase</italic> (<italic>IFS2</italic>)<italic>, pyrroline-5-carboxylate synthase</italic> (<italic>P5CS</italic>), and WRKY-type transcription factor (<italic>WRKY54</italic>)], which are critical for ROS scavenging and biosynthesis of stress-related metabolites such as proline, isoflavonoids, and flavonoids. Notably, yield-related traits including pod number, seed number per pod, and pod weight per plant were also improved. Besides this, <xref ref-type="bibr" rid="B58">Nie et al. (2025)</xref> also reported that co-inoculation of <italic>Pseudomonas</italic> and <italic>Bacillus</italic> species significantly enhanced plant height, biomass accumulation, root development, and antioxidant enzyme activities (SOD, CAT, POD) in <italic>Medicago sativa L</italic>. grown under extreme Pb concentrations (1,000 and 5,000 mg/L). Additionally, <xref ref-type="bibr" rid="B10">Anjum et al. (2025)</xref> further demonstrated that <italic>Pseudomonas fluorescens</italic> strains S5 and S10 improved shoot and root length by 18.73&#x02013;65.80% and 32.77&#x02013;95.79%, respectively, in <italic>Solanum lycopersicum L</italic>. under 500 mg/kg Pb stress. The strains also increased proline content and activities of CAT, POD, and SOD, along with a marked reduction (2.41&#x02013;16.07%) in electrolyte leakage, indicating better maintenance of membrane integrity and cellular homeostasis under Pb-induced oxidative stress.</p></sec>
<sec>
<title>4.3 Cd stress</title>
<p>Recent studies have highlighted the critical role of PGPRs in mitigating Cd toxicity through modulation of physiological, biochemical, and molecular mechanisms in various crops. <xref ref-type="bibr" rid="B40">Khanna et al. (2019)</xref> reported that <italic>Pseudomonas aeruginosa</italic> and <italic>Burkholderia gladioli</italic> mitigates 0.4 mM Cd in <italic>Lycopersicon esculentum</italic> seedlings by downregulating the expression of <italic>metal transporter</italic> genes (<italic>MT 1-16</italic>), thereby reduced Cd uptake in the seedlings. In addition to this, <xref ref-type="bibr" rid="B36">Jan et al. (2019)</xref> work illustrated that the application of <italic>Enterobacter ludwigii</italic>, and <italic>Exiguobacterium indicum</italic> provides Cd tolerance to <italic>Oryza sativa</italic> seedlings by downregulating the expression of <italic>OsMTP1</italic> genes. <xref ref-type="bibr" rid="B69">Sahile et al. (2021)</xref> demonstrated that inoculation with <italic>Bacillus cereus</italic> modulates hormonal signaling in <italic>Glycine max</italic> under Cd stress, resulting in 23% decrease in abscisic acid (ABA) levels, and a 6&#x02013;16% increase in salicylic acid (SA) content, indicative of suppression of stress-induced hormonal responses and enhanced defense signaling. Similarly, <xref ref-type="bibr" rid="B46">Liu et al. (2024)</xref> reported that <italic>Bacillus siamensis</italic> strain R27 significantly reduced Cd accumulation in <italic>Lactuca sativa</italic> shoots by 38.9%, while improving shoot fresh weight (29.4%), root fresh weight (40.2%), and total chlorophyll content (45.8%). Gene expression analysis revealed the downregulation of key Cd transporter genes, including <italic>iron regulated transporter 1</italic> (<italic>IRT1), natural resistance-associated macrophage protein</italic> (<italic>Nramp1</italic>), <italic>heavy metal P</italic><sub>1<italic>B</italic></sub><italic>-type ATPase</italic> (<italic>HMA2, HMA4), zinc regulated transporter, iron regulated transporter like protein</italic> (<italic>ZIP4, ZIP12)</italic>, thereby limiting Cd uptake and translocation. In another study, <xref ref-type="bibr" rid="B73">Shahid et al. (2024)</xref> observed that <italic>Rhizobium fabae</italic> SR-22 enhanced seed germination, root and shoot length, and pigment content in <italic>Triticum aestivum</italic> under 2 mM Cd stress, along with increased activities of antioxidant enzymes&#x02014;POD (23%), CAT (14%), and APX (34%)&#x02014;suggesting an improved antioxidative defense system. <italic>Pseudomonas geniculata</italic>, a Cd-tolerant strain evaluated by <xref ref-type="bibr" rid="B49">Madhogaria et al. (2024)</xref>, significantly improved growth traits of <italic>Vigna radiata</italic> under 80 &#x003BC;g/mL Cd exposure, with increases in shoot length (40 %), primary root length (45%), secondary root number (14%), and fresh weight (47%). Under 10 &#x003BC;g/mL Cd, total chlorophyll content rose by 58%, while Cd accumulation, H<sub>2</sub>O<sub>2</sub> levels, and electrolyte leakage decreased by 44, 25, and 20%, respectively.</p>
<p>In line with these findings, <xref ref-type="bibr" rid="B6">AL-Huqail et al. (2025)</xref> showed that <italic>Azospirillum brasilense</italic> enhanced growth parameters, photosynthetic efficiency, and pigment accumulation (chlorophyll, and carotenoid) in <italic>Oryza sativa</italic> under 100 &#x003BC;M Cd stress. The bacterium also activated the ascorbate&#x02013;glutathione (AsA&#x02013;GSH) cycle by elevating glutathione, ascorbate, and dehydroascorbic acid levels, and significantly upregulated antioxidant genes (<italic>SOD, POD, CAT, APX</italic>), thereby reinforcing redox homeostasis and mitigating Cd-induced oxidative damage. Moreover, <xref ref-type="bibr" rid="B42">Liao et al. (2025)</xref> demonstrated that <italic>Enterobacter hormaechei</italic> X20 enhances Cd tolerance in <italic>Lolium perenne</italic> by reducing electrolyte leakage and MDA levels, indicating improved membrane stability. Under 450 mg/kg Cd stress, inoculation significantly increased uptake of Fe<sup>2&#x0002B;</sup>, Cu<sup>2&#x0002B;</sup>, Mn<sup>2&#x0002B;</sup>, and Zn<sup>2&#x0002B;</sup>, and boosted levels of amino acids, fatty acids, organic acids, and sugar alcohols, collectively contributing to improved metabolic and physiological adaptation.</p></sec>
<sec>
<title>4.4 Cr stress</title>
<p><xref ref-type="bibr" rid="B13">Bruno et al. (2020)</xref> investigated the potential of <italic>Bacillus cereus, Providencia rettgeri</italic>, and <italic>Myroides odoratimimus</italic> in alleviating Cr stress in <italic>Sorghum bicolor</italic>. Bacterial inoculation resulted in significant enhancement of plant growth and antioxidant enzyme activities (SOD, CAT, and APX), while concurrently reducing the levels of stress indicators such as proline, and MDA. Molecular analysis further revealed that bacterial treatment conferred stress tolerance by modulating stress-related genes. These included antioxidant defense genes (<italic>sod, apx1, cat</italic>), which were upregulated, and the osmolyte regulation gene <italic>p5cs1</italic>, involved in proline biosynthesis was found to be downregulated, indicating a shift in stress-response modulation. In a similar context, <xref ref-type="bibr" rid="B83">Tirry et al. (2021)</xref> demonstrated that <italic>Pseudomonas</italic> sp. inoculation significantly enhanced Cr tolerance in <italic>Medicago sativa</italic>, reflected by substantial increases in shoot (97.6%) and root (95.4%) dry weights and a 25% increase in total chlorophyll content. This growth promotion was accompanied by a marked reduction in oxidative stress markers, including MDA (42.4%), H<sub>2</sub>O<sub>2</sub> (59.35%), and proline (63%). Further supporting the role of beneficial microbes in Cr stress alleviation, <xref ref-type="bibr" rid="B21">El-Ballat et al. (2023)</xref> reported that treatment with <italic>Azospirillum brasilense</italic> EMCC1454 enhanced Cr tolerance in <italic>Cicer arietinum</italic> L. by improving morphological characteristics, photosynthetic pigments, osmolytes (proline and glycine betaine), soluble sugars, and levels of antioxidants such as CAT, APX, SOD, POD, ascorbic acid, and glutathione. Gene expression analysis under 260 &#x003BC;M Cr stress showed significant upregulation of key stress-responsive genes, including <italic>CAT, SOD, APX, CHS, dehydration-responsive element-binding protein 2A</italic> (<italic>DREB2A</italic>), <italic>CHI</italic>, and <italic>PAL</italic>, indicating the activation of both enzymatic antioxidant defense and stress signaling pathways.</p>
<p>Similarly, <xref ref-type="bibr" rid="B57">Naz et al. (2023)</xref> evaluated the effect of <italic>Mesorhizobium</italic> RC3 on <italic>Cicer arietinum</italic> L. under Cr stress and observed enhanced shoot and root lengths by 12.38 and 10.87%, respectively, along with increased nodule number (6.64%) and dry nodule weight (13.77%). Physiological and yield-related attributes such as chlorophyll content (6.83%), leghaemoglobin (9.47%), protein content (16.83%), and seed yield (27.45%) were also significantly improved in inoculated plants compared to uninoculated controls. In addition, <xref ref-type="bibr" rid="B54">Mohanty and Mohapatra (2023)</xref> emphasized the synergistic potential of co-inoculating PGPR (<italic>Rhizobium</italic> sp. and <italic>Bacillus</italic> sp.) with phosphate-solubilizing bacteria (PSB) (<italic>Microbacterium</italic> and <italic>Pseudomonas</italic> sp.) in <italic>Vigna radiata</italic> L. exposed to 100 ppm Cr stress. The combined microbial treatment significantly improved key growth metrics, including shoot and root length, leaf number, leaf area, and total chlorophyll content, highlighting the advantage of microbial consortia over single inoculants in mitigating Cr-induced phytotoxic effects.</p>
<p>Overall, HMs tolerant PGPRs effectively mitigates metal-induced phytotoxicity by enhancing plant growth, physiological performance, regulating osmolytes accumulation, modulating antioxidant defense, and stress-responsive gene expression, offering a sustainable strategy for stress amelioration. These effects are summarized in the <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig position="float" id="F3">
<label>Figure 3</label>
<caption><p>Overview of molecular pathways targeted by PGPRs in plants for providing HMs stress resilience.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-16-1662000-g0003.tif">
<alt-text>Flowchart illustrating PGPRs application with upregulation and downregulation processes. It shows enzymatic antioxidants, proline, and flavonoids upregulating ROS scavengers and stress metabolites. Translocation transporters are downregulated to prevent HMs accumulation. Transcription factors upregulate stress response pathways, while phytohormone signaling is downregulated for root growth and development.</alt-text>
</graphic>
</fig>
</sec></sec>
<sec id="s5">
<title>5 Conclusion and future roadmap</title>
<p>The increasing contamination of agricultural soils with HMs represents a critical threat to environmental quality, agricultural sustainability, and human health. This review synthesizes current knowledge on the mechanisms of HMs mitigation by PGPRs, their role in improving plant growth through enhanced nutrient acquisition, phytohormone production, stress alleviation, and modulation of soil physicochemical properties. However, despite encouraging laboratory results, the widespread application of PGPR-based remediation in real-world agricultural systems remains limited, primarily due to a lack of mechanistic insights, field-scale validation, and scalable deployment strategies. Bridging the lab-to-field gap is essential to enable effective translation of research outcomes into real-world applications. Therefore, future research must focus on conducting long-term, multi-location field trials to evaluate the consistency and adaptability of PGPRs under diverse environmental conditions. The integration of multi-omics approaches such as genomics, transcriptomics, metabolomics, and proteomics can help unravel the molecular and biochemical pathways underlying HMs detoxification and PGPR&#x02013;plant interactions. In addition, the development of synthetic microbial consortia with complementary functional traits could offer synergistic advantages over single-strain inoculants. Exploring plant genotype-specific responses to PGPRs will further enable tailored bioremediation strategies suited to different crops and soil types. Moreover, long-term ecological monitoring is required to understand the impact of PGPR introduction on native microbial communities and overall soil health.</p>
<p>Bridging the gap between laboratory research and field application through interdisciplinary efforts will be key to unlocking the full potential of PGPRs in advancing climate-resilient and sustainable agriculture. With proper scientific validation and policy support, microbial bioremediation can serve as a cornerstone technology for ensuring food security and environmental sustainability in the 21st century and beyond.</p></sec>
</body>
<back>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>PK: Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. AP: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x02013; review &#x00026; editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack><p>The authors express gratitude to the Director, CSIR-IHBT, and Head, Department of Biotechnology, Guru Nanak Dev University for providing the necessary facilities for study. This review article represents CSIR-IHBT publication number 5870. The work was supported by CSIR In-house Project MLP-201 and CSIR Floriculture Mission-Phase-II (HCP 0037) Project.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<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="ai-statement" id="s8">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdelkrim</surname> <given-names>S.</given-names></name> <name><surname>Jebara</surname> <given-names>S. H.</given-names></name> <name><surname>Saadani</surname> <given-names>O.</given-names></name> <name><surname>Jebara</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Potential of efficient and resistant plant growth-promoting rhizobacteria in lead uptake and plant defence stimulation in <italic>Lathyrus sativus</italic> under lead stress</article-title>. <source>Plant Biol.</source> <volume>20</volume>, <fpage>857</fpage>&#x02013;<lpage>869</lpage>. <pub-id pub-id-type="doi">10.1111/plb.12863</pub-id><pub-id pub-id-type="pmid">29907996</pub-id></citation></ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdu</surname> <given-names>N.</given-names></name> <name><surname>Abdullahi</surname> <given-names>A. A.</given-names></name> <name><surname>Abdulkadir</surname> <given-names>A.</given-names></name></person-group> (<year>2017</year>). <article-title>Heavy metals and soil microbes</article-title>. <source>Environ. Chem. Lett.</source> <volume>15</volume>, <fpage>65</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1007/s10311-016-0587-x</pub-id></citation>
</ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdullahi</surname> <given-names>S.</given-names></name> <name><surname>Haris</surname> <given-names>H.</given-names></name> <name><surname>Zarkasi</surname> <given-names>K. Z.</given-names></name> <name><surname>Amir</surname> <given-names>H. G.</given-names></name></person-group> (<year>2020</year>). <article-title>Beneficial bacteria associated with <italic>Mimosa pudica</italic> and potential to sustain plant growth-promoting traits under heavy metals stress</article-title>. <source>Bioremediat. J.</source> <volume>25</volume>, <fpage>1</fpage>&#x02013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1080/10889868.2020.1837724</pub-id></citation>
</ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Afridi</surname> <given-names>M. S.</given-names></name> <name><surname>Van Hamme</surname> <given-names>J. D.</given-names></name> <name><surname>Bundschuh</surname> <given-names>J.</given-names></name> <name><surname>Sumaira Khan</surname> <given-names>M. N.</given-names></name> <name><surname>Salam</surname> <given-names>A.</given-names></name> <name><surname>Waqar</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Biotechnological approaches in agriculture and environmental management-bacterium <italic>Kocuria rhizophila</italic> 14ASP as heavy metal and salt-tolerant plant growth-promoting strain</article-title>. <source>Biologia</source> <volume>76</volume>, <fpage>3091</fpage>&#x02013;<lpage>3105</lpage>. <pub-id pub-id-type="doi">10.1007/s11756-021-00826-6</pub-id></citation>
</ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ahmad</surname> <given-names>A.</given-names></name> <name><surname>Mushtaq</surname> <given-names>Z.</given-names></name> <name><surname>Nazir</surname> <given-names>A.</given-names></name> <name><surname>Jaffar</surname> <given-names>M. T.</given-names></name> <name><surname>Asghar</surname> <given-names>H. N.</given-names></name> <name><surname>Alzuaibr</surname> <given-names>F. M.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Growth response of cowpea (<italic>Vigna unguiculata</italic> L.) exposed to <italic>Pseudomonas fluorescens, Pseudomonas stutzeri</italic>, and <italic>Pseudomonas gessardii</italic> in lead contaminated soil</article-title>. <source>Plant Stress</source> <volume>10</volume>:<fpage>100259</fpage>. <pub-id pub-id-type="doi">10.1016/j.stress.2023.100259</pub-id></citation>
</ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>AL-Huqail</surname> <given-names>A. A.</given-names></name> <name><surname>Alatawi</surname> <given-names>A.</given-names></name> <name><surname>Javed</surname> <given-names>S.</given-names></name> <name><surname>Tahir</surname> <given-names>M. F.</given-names></name> <name><surname>Anas</surname> <given-names>M.</given-names></name> <name><surname>Saleem</surname> <given-names>M. H.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Individual and combinatorial applications of arbuscular mycorrhizal fungi and plant growth-promoting rhizobacteria increase morpho-physio-biochemical responses in rice (<italic>Oryza sativa</italic> L.) under cadmium stress</article-title>. <source>J. Soil Sci. Plant Nutr</source>. <volume>25</volume>, <fpage>2673</fpage>&#x02013;<lpage>2691</lpage>. <pub-id pub-id-type="doi">10.1007/s42729-025-02291-5</pub-id></citation>
</ref>
<ref id="B7">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ali</surname> <given-names>M. M.</given-names></name> <name><surname>Hossain</surname> <given-names>D.</given-names></name> <name><surname>Khan</surname> <given-names>M. S.</given-names></name> <name><surname>Begum</surname> <given-names>M.</given-names></name> <name><surname>Osman</surname> <given-names>M. H.</given-names></name></person-group> (<year>2021</year>). <article-title>&#x0201C;Environmental pollution with heavy metals: a public health concern,&#x0201D;</article-title> in <source>Heavy Metals-Their Environmental Impacts and Mitigation</source>, eds. M. K. Nazal and H. Zhao (London: IntechOpen).</citation>
</ref>
<ref id="B8">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alipour</surname> <given-names>E.</given-names></name> <name><surname>Aghapour</surname> <given-names>A. A.</given-names></name> <name><surname>Bahrami Asl</surname> <given-names>F.</given-names></name></person-group> (<year>2024</year>). <article-title>Concentration, spatial distribution, and non-carcinogenic risk assessment of arsenic, cadmium, chromium, and lead in drinking water in rural areas of eight cities of West Azarbaijan province, Iran</article-title>. <source>Environ. Sci. Pollut. Res.</source> <volume>31</volume>, <fpage>20222</fpage>&#x02013;<lpage>20233</lpage>. <pub-id pub-id-type="doi">10.1007/s11356-024-32433-8</pub-id><pub-id pub-id-type="pmid">38369658</pub-id></citation></ref>
<ref id="B9">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Angon</surname> <given-names>P. B.</given-names></name> <name><surname>Islam</surname> <given-names>M. S.</given-names></name> <name><surname>Das</surname> <given-names>A.</given-names></name> <name><surname>Anjum</surname> <given-names>N.</given-names></name> <name><surname>Poudel</surname> <given-names>A.</given-names></name> <name><surname>Suchi</surname> <given-names>S. A.</given-names></name></person-group> (<year>2024</year>). <article-title>Sources, effects and present perspectives of heavy metals contamination: soil, plants and human food chain</article-title>. <source>Heliyon</source> <volume>10</volume>:<fpage>e28357</fpage>. <pub-id pub-id-type="doi">10.1016/j.heliyon.2024.e28357</pub-id><pub-id pub-id-type="pmid">38590838</pub-id></citation></ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anjum</surname> <given-names>S.</given-names></name> <name><surname>Sarwar</surname> <given-names>M.</given-names></name> <name><surname>Mukhtar</surname> <given-names>A.</given-names></name> <name><surname>Hussain</surname> <given-names>T.</given-names></name> <name><surname>Liaquat</surname> <given-names>M.</given-names></name> <name><surname>Batool</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2025</year>). Impact of rhizobacterial inoculation in plant growth medium to mitigate lead stress in Tomato (<italic>Solanum lycopersicum</italic> L.). <italic>Sci. Rep</italic>. <volume>15</volume>:<fpage>707</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-024-84648-x</pub-id><pub-id pub-id-type="pmid">39753734</pub-id></citation></ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aslam</surname> <given-names>F.</given-names></name> <name><surname>Yasmin</surname> <given-names>A.</given-names></name> <name><surname>Sohail</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Bioaccumulation of lead, chromium, and nickel by bacteria from three different genera isolated from industrial effluent</article-title>. <source>Int. Microbiol.</source> <volume>23</volume>, <fpage>253</fpage>&#x02013;<lpage>261</lpage>. <pub-id pub-id-type="doi">10.1007/s10123-019-00098-w</pub-id><pub-id pub-id-type="pmid">31485794</pub-id></citation></ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhatta</surname> <given-names>D.</given-names></name> <name><surname>Adhikari</surname> <given-names>A.</given-names></name> <name><surname>Kang</surname> <given-names>S. M.</given-names></name> <name><surname>Kwon</surname> <given-names>E. H.</given-names></name> <name><surname>Jan</surname> <given-names>R.</given-names></name> <name><surname>Kim</surname> <given-names>K. M.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Hormones and the antioxidant transduction pathway and gene expression, mediated by <italic>Serratia marcescens</italic> DB1, lessen the lethality of heavy metals (As, Ni, and Cr) in <italic>Oryza sativa</italic> L</article-title>. <source>Ecotoxicol. Environ. Saf.</source> <volume>263</volume>:<fpage>115377</fpage>. <pub-id pub-id-type="doi">10.1016/j.ecoenv.2023.115377</pub-id><pub-id pub-id-type="pmid">37597286</pub-id></citation></ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bruno</surname> <given-names>L. B.</given-names></name> <name><surname>Karthik</surname> <given-names>C.</given-names></name> <name><surname>Ma</surname> <given-names>Y.</given-names></name> <name><surname>Kadirvelu</surname> <given-names>K.</given-names></name> <name><surname>Freitas</surname> <given-names>H.</given-names></name> <name><surname>Rajkumar</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Amelioration of chromium and heat stresses in <italic>Sorghum bicolor</italic> by Cr6&#x0002B; reducing-thermotolerant plant growth promoting bacteria</article-title>. <source>Chemosphere</source> <volume>244</volume>:<fpage>125521</fpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2019.125521</pub-id><pub-id pub-id-type="pmid">31812764</pub-id></citation></ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Wu</surname> <given-names>X.</given-names></name> <name><surname>Lin</surname> <given-names>Z.</given-names></name> <name><surname>Teng</surname> <given-names>D.</given-names></name> <name><surname>Zhao</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Screening of cadmium resistant bacteria and their growth promotion of <italic>Sorghum bicolor</italic> (L.) Moench under cadmium stress</article-title>. <source>Ecotoxicol. Environ. Saf.</source> <volume>272</volume>:<fpage>116012</fpage>. <pub-id pub-id-type="doi">10.1016/j.ecoenv.2024.116012</pub-id><pub-id pub-id-type="pmid">38290308</pub-id></citation></ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chlebek</surname> <given-names>D.</given-names></name> <name><surname>P&#x00142;ociniczak</surname> <given-names>T.</given-names></name> <name><surname>Gobetti</surname> <given-names>S.</given-names></name> <name><surname>Kumor</surname> <given-names>A.</given-names></name> <name><surname>Hupert-Kocurek</surname> <given-names>K.</given-names></name> <name><surname>Pacwa-P&#x00142;ociniczak</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Analysis of the genome of the heavy metal resistant and hydrocarbon-degrading rhizospheric <italic>Pseudomonas qingdaonensis</italic> ZCR6 strain and assessment of its plant-growth-promoting traits</article-title>. <source>Int. J. Mol. Sci.</source> <volume>23</volume>:<fpage>214</fpage>. <pub-id pub-id-type="doi">10.3390/ijms23010214</pub-id><pub-id pub-id-type="pmid">35008639</pub-id></citation></ref>
<ref id="B16">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chu</surname> <given-names>D.</given-names></name></person-group> (<year>2018</year>). <article-title>Effects of heavy metals on soil microbial community</article-title>. <source>IOP Conf. Ser. Earth Environ. Sci.</source> <volume>113</volume>:<fpage>012009</fpage>. <pub-id pub-id-type="doi">10.1088/1755-1315/113/1/012009</pub-id></citation>
</ref>
<ref id="B17">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chubukova</surname> <given-names>O. V.</given-names></name> <name><surname>Khakimova</surname> <given-names>L. R.</given-names></name> <name><surname>Matnyazov</surname> <given-names>R. T.</given-names></name> <name><surname>Vershinina</surname> <given-names>Z. R.</given-names></name></person-group> (<year>2024</year>). <article-title>Heavy metal-resistant PGPR strains of <italic>Pseudomonas</italic> sp. stimulating the growth of alfalfa under cadmium stress</article-title>. <source>Biol. Bull. Russ. Acad. Sci.</source> <volume>51</volume>, <fpage>1291</fpage>&#x02013;<lpage>1300</lpage>. <pub-id pub-id-type="doi">10.1134/S1062359024607444</pub-id></citation>
</ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Devi</surname> <given-names>R.</given-names></name> <name><surname>Behera</surname> <given-names>B.</given-names></name> <name><surname>Raza</surname> <given-names>M. B.</given-names></name> <name><surname>Mangal</surname> <given-names>V.</given-names></name> <name><surname>Altaf</surname> <given-names>M. A.</given-names></name> <name><surname>Kumar</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>An insight into microbes mediated heavy metal detoxification in plants: a review</article-title>. <source>J. Soil Sci. Plant Nutr.</source> <volume>22</volume>, <fpage>914</fpage>&#x02013;<lpage>936</lpage>. <pub-id pub-id-type="doi">10.1007/s42729-021-00702-x</pub-id><pub-id pub-id-type="pmid">37601386</pub-id></citation></ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dey</surname> <given-names>G.</given-names></name> <name><surname>Banerjee</surname> <given-names>P.</given-names></name> <name><surname>Maity</surname> <given-names>J. P.</given-names></name> <name><surname>Sharma</surname> <given-names>R. K.</given-names></name> <name><surname>Gnanachandrasamy</surname> <given-names>G.</given-names></name> <name><surname>Huang</surname> <given-names>Y. H.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Heavy metals distribution and ecological risk assessment including arsenic resistant PGPR in tidal mangrove ecosystem</article-title>. <source>Mar. Pollut. Bull.</source> <volume>181</volume>:<fpage>113905</fpage>. <pub-id pub-id-type="doi">10.1016/j.marpolbul.2022.113905</pub-id><pub-id pub-id-type="pmid">35839665</pub-id></citation></ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Efe</surname> <given-names>D.</given-names></name></person-group> (<year>2020</year>). <article-title>Potential plant growth-promoting bacteria with heavy metal resistance</article-title>. <source>Curr. Microbiol.</source> <volume>77</volume>, <fpage>3861</fpage>&#x02013;<lpage>3868</lpage>. <pub-id pub-id-type="doi">10.1007/s00284-020-02208-8</pub-id><pub-id pub-id-type="pmid">32960302</pub-id></citation></ref>
<ref id="B21">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>El-Ballat</surname> <given-names>E. M.</given-names></name> <name><surname>Elsilk</surname> <given-names>S. E.</given-names></name> <name><surname>Ali</surname> <given-names>H. M.</given-names></name> <name><surname>Ali</surname> <given-names>H. E.</given-names></name> <name><surname>Hano</surname> <given-names>C.</given-names></name> <name><surname>El-Esawi</surname> <given-names>M. A.</given-names></name></person-group> (<year>2023</year>). <article-title>Metal-resistant PGPR strain <italic>Azospirillum brasilense</italic> EMCC1454 enhances growth and chromium stress tolerance of chickpea (<italic>Cicer arietinum</italic> L.) by modulating redox potential, osmolytes, antioxidants, and stress-related gene expression</article-title>. <source>Plants</source> <volume>12</volume>:<fpage>2110</fpage>. <pub-id pub-id-type="doi">10.3390/plants12112110</pub-id><pub-id pub-id-type="pmid">37299089</pub-id></citation></ref>
<ref id="B22">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>El-Esawi</surname> <given-names>M. A.</given-names></name> <name><surname>Ali</surname> <given-names>H. M.</given-names></name> <name><surname>Hatamleh</surname> <given-names>A. A.</given-names></name> <name><surname>Al-Dosary</surname> <given-names>M. A.</given-names></name> <name><surname>El-Ballat</surname> <given-names>E. M.</given-names></name></person-group> (<year>2024</year>). Multi-functional PGPR <italic>Serratia liquefaciens</italic> confers enhanced resistance to lead stress and bacterial blight in soybean (<italic>Glycine max</italic> L.). <italic>Curr. Plant Biol</italic>. <volume>40</volume>:<fpage>100403</fpage>. <pub-id pub-id-type="doi">10.1016/j.cpb.2024.100403</pub-id></citation>
</ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>El-Minisy</surname> <given-names>A. M.</given-names></name> <name><surname>Bekheet</surname> <given-names>S. A.</given-names></name> <name><surname>El-Assal</surname> <given-names>S. E. D.</given-names></name> <name><surname>Soliman</surname> <given-names>M.</given-names></name> <name><surname>Amer</surname> <given-names>A. M.</given-names></name> <name><surname>Hassan</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title><italic>Serratia rubidaea</italic> SR19: a cadmium-tolerant bacteria enhancing phosphate solubilization, IAA production, and promoting cucumber seed germination</article-title>. <source>Biocatal. Agric. Biotechnol.</source> <volume>65</volume>:<fpage>103546</fpage>. <pub-id pub-id-type="doi">10.1016/j.bcab.2025.103546</pub-id></citation>
</ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Farooq</surname> <given-names>A.</given-names></name> <name><surname>Kanwal</surname> <given-names>R.</given-names></name> <name><surname>Bashir</surname> <given-names>K.</given-names></name> <name><surname>Tian</surname> <given-names>X.</given-names></name> <name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Liu</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Multi-omics analysis of <italic>Stenotrophomonas maltophilia</italic> S-11 reveals its potential for Pb2&#x0002B; bioremediation in contaminated soil</article-title>. <source>J. Hazard. Mater.</source> <volume>495</volume>:<fpage>138867</fpage>. <pub-id pub-id-type="doi">10.1016/j.jhazmat.2025.138867</pub-id><pub-id pub-id-type="pmid">40499424</pub-id></citation></ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Firinc&#x000E1;</surname> <given-names>C.</given-names></name> <name><surname>Zamfir</surname> <given-names>L. G.</given-names></name> <name><surname>Constantin</surname> <given-names>M.</given-names></name> <name><surname>R&#x000E1;ut</surname> <given-names>I.</given-names></name> <name><surname>Jecu</surname> <given-names>M. L.</given-names></name> <name><surname>Doni</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Innovative approaches and evolving strategies in heavy metal bioremediation: current limitations and future opportunities</article-title>. <source>J. Xenobiot.</source> <volume>15</volume>:<fpage>63</fpage>. <pub-id pub-id-type="doi">10.3390/jox15030063</pub-id><pub-id pub-id-type="pmid">40407527</pub-id></citation></ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ghosh</surname> <given-names>A.</given-names></name> <name><surname>Pramanik</surname> <given-names>K.</given-names></name> <name><surname>Bhattacharya</surname> <given-names>S.</given-names></name> <name><surname>Mondal</surname> <given-names>S.</given-names></name> <name><surname>Ghosh</surname> <given-names>S. K.</given-names></name> <name><surname>Maiti</surname> <given-names>T. K.</given-names></name></person-group> (<year>2022</year>). <article-title>A potent cadmium bioaccumulating <italic>Enterobacter cloacae</italic> strain displays phytobeneficial property in Cd-exposed rice seedlings</article-title>. <source>Curr. Res. Microb. Sci.</source> <volume>3</volume>:<fpage>100101</fpage>. <pub-id pub-id-type="doi">10.1016/j.crmicr.2021.100101</pub-id><pub-id pub-id-type="pmid">35024643</pub-id></citation></ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ghosh</surname> <given-names>P. K.</given-names></name> <name><surname>Maiti</surname> <given-names>T. K.</given-names></name> <name><surname>Pramanik</surname> <given-names>K.</given-names></name> <name><surname>Ghosh</surname> <given-names>S. K.</given-names></name> <name><surname>Mitra</surname> <given-names>S.</given-names></name> <name><surname>De</surname> <given-names>T. K.</given-names></name></person-group> (<year>2018</year>). <article-title>The role of arsenic resistant <italic>Bacillus aryabhattai</italic> MCC3374 in promotion of rice seedlings growth and alleviation of arsenic phytotoxicity</article-title>. <source>Chemosphere</source> <volume>211</volume>, <fpage>407</fpage>&#x02013;<lpage>419</lpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2018.07.148</pub-id><pub-id pub-id-type="pmid">30077937</pub-id></citation></ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gulzar</surname> <given-names>A. B. M.</given-names></name> <name><surname>Mazumder</surname> <given-names>P. B.</given-names></name></person-group> (<year>2022</year>). <article-title>Helping plants to deal with heavy metal stress: the role of nanotechnology and plant growth promoting rhizobacteria in the process of phytoremediation</article-title>. <source>Environ. Sci. Pollut. Res.</source> <volume>29</volume>, <fpage>40319</fpage>&#x02013;<lpage>40341</lpage>. <pub-id pub-id-type="doi">10.1007/s11356-022-19756-0</pub-id><pub-id pub-id-type="pmid">35316490</pub-id></citation></ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gupta</surname> <given-names>R.</given-names></name> <name><surname>Khan</surname> <given-names>F.</given-names></name> <name><surname>Alqahtani</surname> <given-names>F. M.</given-names></name> <name><surname>Hashem</surname> <given-names>M.</given-names></name> <name><surname>Ahmad</surname> <given-names>F.</given-names></name></person-group> (<year>2023</year>). <article-title>Plant growth&#x02013;promoting rhizobacteria (PGPR) assisted bioremediation of heavy metal toxicity</article-title>. <source>Appl. Biochem. Biotechnol</source>. <volume>196</volume>, <fpage>2928</fpage>&#x02013;<lpage>2956</lpage>. <pub-id pub-id-type="doi">10.1007/s12010-023-04545-3</pub-id><pub-id pub-id-type="pmid">37097400</pub-id></citation></ref>
<ref id="B30">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hamed</surname> <given-names>M. T.</given-names></name> <name><surname>Elwakil</surname> <given-names>B. H.</given-names></name> <name><surname>Hagar</surname> <given-names>M.</given-names></name> <name><surname>Ghareeb</surname> <given-names>D. A.</given-names></name> <name><surname>Olama</surname> <given-names>Z. A.</given-names></name></person-group> (<year>2025</year>). <article-title>Chromium bioremediation mechanistic action assessment using bacterial consortium isolated from Egyptian Petroleum Refining Company</article-title>. <source>Sci. Afr.</source> <volume>28</volume>:<fpage>e02642</fpage>. <pub-id pub-id-type="doi">10.1016/j.sciaf.2025.e02642</pub-id></citation>
</ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haroun</surname> <given-names>M.</given-names></name> <name><surname>Xie</surname> <given-names>S.</given-names></name> <name><surname>Awadelkareem</surname> <given-names>W.</given-names></name> <name><surname>Wang</surname> <given-names>J.</given-names></name> <name><surname>Qian</surname> <given-names>X.</given-names></name></person-group> (<year>2023</year>). <article-title>Influence of biofertilizer on heavy metal bioremediation and enzyme activities in the soil to revealing the potential for sustainable soil restoration</article-title>. <source>Sci. Rep.</source> <volume>13</volume>:<fpage>20684</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-023-44986-8</pub-id><pub-id pub-id-type="pmid">38001100</pub-id></citation></ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>He</surname> <given-names>X.</given-names></name> <name><surname>Xu</surname> <given-names>M.</given-names></name> <name><surname>Wei</surname> <given-names>Q.</given-names></name> <name><surname>Tang</surname> <given-names>M.</given-names></name> <name><surname>Guan</surname> <given-names>L.</given-names></name> <name><surname>Lou</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Promotion of growth and phytoextraction of cadmium and lead in <italic>Solanum nigrum</italic> L. mediated by plant-growth-promoting rhizobacteria</article-title>. <source>Ecotoxicol. Environ. Saf</source>. <volume>205</volume>:<fpage>111333</fpage>. <pub-id pub-id-type="doi">10.1016/j.ecoenv.2020.111333</pub-id><pub-id pub-id-type="pmid">32979802</pub-id></citation></ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herrera-Calderon</surname> <given-names>A. C.</given-names></name> <name><surname>Leal</surname> <given-names>L.</given-names></name> <name><surname>Su&#x000E1;rez-Bautista</surname> <given-names>J. D.</given-names></name> <name><surname>Manotas-Viloria</surname> <given-names>H. S.</given-names></name> <name><surname>Mu&#x000F1;oz-Garc&#x000ED;a</surname> <given-names>A.</given-names></name> <name><surname>Franco</surname> <given-names>D.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Metagenomic and genomic analysis of heavy metal-tolerant and-resistant bacteria in resource islands in a semi-arid zone of the Colombian Caribbean</article-title>. <source>Environ. Sci. Pollut. Res.</source> <volume>31</volume>, <fpage>5596</fpage>&#x02013;<lpage>5609</lpage>. <pub-id pub-id-type="doi">10.1007/s11356-023-30253-w</pub-id><pub-id pub-id-type="pmid">38127234</pub-id></citation></ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ilyas</surname> <given-names>N.</given-names></name> <name><surname>Akhtar</surname> <given-names>N.</given-names></name> <name><surname>Naseem</surname> <given-names>A.</given-names></name> <name><surname>Qureshi</surname> <given-names>R.</given-names></name> <name><surname>Majeed</surname> <given-names>A.</given-names></name> <name><surname>Al-Ansari</surname> <given-names>M. M.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>The potential of <italic>Bacillus subtilis</italic> and phosphorus in improving the growth of wheat under chromium stress</article-title>. <source>J. Appl. Microbiol.</source> <volume>133</volume>, <fpage>3307</fpage>&#x02013;<lpage>3321</lpage>. <pub-id pub-id-type="doi">10.1111/jam.15676</pub-id><pub-id pub-id-type="pmid">35722974</pub-id></citation></ref>
<ref id="B35">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jabborova</surname> <given-names>D.</given-names></name> <name><surname>Chandra</surname> <given-names>S.</given-names></name> <name><surname>Gothalwal</surname> <given-names>R.</given-names></name></person-group> (<year>2025</year>). <article-title>Bioremediation of lead by indigenous bacteria isolated from an idol immersion site (lead remediation by <italic>Pseudomonas</italic>)</article-title>. <source>World J. Environ. Biosc.</source> <volume>14</volume>, <fpage>10</fpage>&#x02013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.51847/lbvwg7K7aB</pub-id></citation>
</ref>
<ref id="B36">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jan</surname> <given-names>R.</given-names></name> <name><surname>Khan</surname> <given-names>M. A.</given-names></name> <name><surname>Asaf</surname> <given-names>S.</given-names></name> <name><surname>Lubna Lee</surname> <given-names>I. J.</given-names></name> <name><surname>Kim</surname> <given-names>K. M.</given-names></name></person-group> (<year>2019</year>). <article-title>Metal resistant endophytic bacteria reduces cadmium, nickel toxicity, and enhances expression of metal stress related genes with improved growth of <italic>Oryza sativa</italic>, via regulating its antioxidant machinery and endogenous hormones</article-title>. <source>Plants</source> <volume>8</volume>:<fpage>363</fpage>. <pub-id pub-id-type="doi">10.3390/plants8100363</pub-id><pub-id pub-id-type="pmid">31547575</pub-id></citation></ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Joshi</surname> <given-names>H.</given-names></name> <name><surname>Mishra</surname> <given-names>S. K.</given-names></name> <name><surname>Prasad</surname> <given-names>V.</given-names></name> <name><surname>Chauhan</surname> <given-names>P. S.</given-names></name></person-group> (<year>2023</year>). <article-title><italic>Bacillus amyloliquefaciens</italic> modulate sugar metabolism to mitigate arsenic toxicity in <italic>Oryza sativa</italic> L. var Saryu<italic>-</italic>52</article-title>. <source>Chemosphere</source> <volume>311</volume>:<fpage>137070</fpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2022.137070</pub-id><pub-id pub-id-type="pmid">36334743</pub-id></citation></ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaushal</surname> <given-names>P.</given-names></name> <name><surname>Ali</surname> <given-names>N.</given-names></name> <name><surname>Saini</surname> <given-names>S.</given-names></name> <name><surname>Pati</surname> <given-names>P. K.</given-names></name> <name><surname>Pati</surname> <given-names>A. M.</given-names></name></person-group> (<year>2023</year>). <article-title>Physiological and molecular insight of microbial biostimulants for sustainable agriculture</article-title>. <source>Front. Plant Sci.</source> <volume>14</volume>:<fpage>1041413</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2023.1041413</pub-id><pub-id pub-id-type="pmid">36794211</pub-id></citation></ref>
<ref id="B39">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaushal</surname> <given-names>P.</given-names></name> <name><surname>Pati</surname> <given-names>A. M.</given-names></name></person-group> (<year>2024</year>). <article-title><italic>Bacillus altitudinis</italic> mediated lead bioremediation for enhanced growth of rice seedlings</article-title>. <source>Curr. Microbiol.</source> <volume>81</volume>:<fpage>410</fpage>. <pub-id pub-id-type="doi">10.1007/s00284-024-03934-z</pub-id><pub-id pub-id-type="pmid">39412538</pub-id></citation></ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Khanna</surname> <given-names>K.</given-names></name> <name><surname>Jamwal</surname> <given-names>V. L.</given-names></name> <name><surname>Gandhi</surname> <given-names>S. G.</given-names></name> <name><surname>Ohri</surname> <given-names>P.</given-names></name> <name><surname>Bhardwaj</surname> <given-names>R.</given-names></name></person-group> (<year>2019</year>). <article-title>Metal resistant PGPR lowered Cd uptake and expression of metal transporter genes with improved growth and photosynthetic pigments in <italic>Lycopersicon esculentum</italic> under metal toxicity</article-title>. <source>Sci. Rep.</source> <volume>9</volume>:<fpage>5855</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-019-41899-3</pub-id><pub-id pub-id-type="pmid">30971817</pub-id></citation></ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname> <given-names>A.</given-names></name> <name><surname>Kumar</surname> <given-names>A.</given-names></name> <name><surname>MMS</surname> <given-names>C,. P.</given-names></name> <name><surname>Chaturvedi</surname> <given-names>A. K.</given-names></name> <name><surname>Shabnam</surname> <given-names>A. A.</given-names></name> <name><surname>Subrahmanyam</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Lead toxicity: health hazards, influence on food chain, and sustainable remediation approaches</article-title>. <source>Int. J. Environ. Res. Public Health</source> <volume>17</volume>:<fpage>2179</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph17072179</pub-id><pub-id pub-id-type="pmid">32218253</pub-id></citation></ref>
<ref id="B42">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liao</surname> <given-names>S.</given-names></name> <name><surname>Ling</surname> <given-names>Y.</given-names></name> <name><surname>Gao</surname> <given-names>Y.</given-names></name> <name><surname>Ma</surname> <given-names>G.</given-names></name> <name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Enhanced cadmium tolerance in perennial ryegrass via exogenous application of <italic>Enterobacter hormaechei</italic> strain X20</article-title>. <source>Ecotoxicol. Environ. Saf.</source> <volume>292</volume>:<fpage>117905</fpage>. <pub-id pub-id-type="doi">10.1016/j.ecoenv.2025.117905</pub-id><pub-id pub-id-type="pmid">39986050</pub-id></citation></ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liaquat</surname> <given-names>F.</given-names></name> <name><surname>Munis</surname> <given-names>M. F. H.</given-names></name> <name><surname>Arif</surname> <given-names>S.</given-names></name> <name><surname>Haroon</surname> <given-names>U.</given-names></name> <name><surname>Shengquan</surname> <given-names>C.</given-names></name> <name><surname>Qunlu</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Cd-tolerant SY-2 strain of <italic>Stenotrophomonas maltophilia</italic>: a potential PGPR, isolated from the Nanjing mining area in China</article-title>. <source>3 Biotech</source> <volume>10</volume>, <fpage>1</fpage>&#x02013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1007/s13205-020-02524-7</pub-id><pub-id pub-id-type="pmid">33194523</pub-id></citation></ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>X.</given-names></name> <name><surname>Mou</surname> <given-names>R.</given-names></name> <name><surname>Cao</surname> <given-names>Z.</given-names></name> <name><surname>Xu</surname> <given-names>P.</given-names></name> <name><surname>Wu</surname> <given-names>X.</given-names></name> <name><surname>Zhu</surname> <given-names>Z.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Characterization of cadmium-resistant bacteria and their potential for reducing accumulation of cadmium in rice grains</article-title>. <source>Sci. Total Environ.</source> <volume>569</volume>, <fpage>97</fpage>&#x02013;<lpage>104</lpage>. <pub-id pub-id-type="doi">10.1016/j.scitotenv.2016.06.121</pub-id><pub-id pub-id-type="pmid">27341110</pub-id></citation></ref>
<ref id="B45">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>A.</given-names></name> <name><surname>Wang</surname> <given-names>W.</given-names></name> <name><surname>Zheng</surname> <given-names>X.</given-names></name> <name><surname>Chen</surname> <given-names>X.</given-names></name> <name><surname>Fu</surname> <given-names>W.</given-names></name> <name><surname>Wang</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Improvement of the Cd and Zn phytoremediation efficiency of rice (<italic>Oryza sativa</italic>) through the inoculation of a metal-resistant PGPR strain</article-title>. <source>Chemosphere</source> <volume>302</volume>:<fpage>134900</fpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2022.134900</pub-id><pub-id pub-id-type="pmid">35568210</pub-id></citation></ref>
<ref id="B46">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>S.</given-names></name> <name><surname>Huang</surname> <given-names>Y.</given-names></name> <name><surname>Zheng</surname> <given-names>Q.</given-names></name> <name><surname>Zhan</surname> <given-names>M.</given-names></name> <name><surname>Hu</surname> <given-names>Z.</given-names></name> <name><surname>Ji</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2024</year>). Cd-resistant plant growth-promoting rhizobacteria <italic>Bacillus siamensis</italic> R27 absorbed Cd and reduced Cd accumulation in lettuce (<italic>Lactuca sativa</italic> L.). <italic>Microorganisms</italic> <volume>12</volume>:<fpage>2321</fpage>. <pub-id pub-id-type="doi">10.3390/microorganisms12112321</pub-id><pub-id pub-id-type="pmid">39597710</pub-id></citation></ref>
<ref id="B47">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luziatelli</surname> <given-names>F.</given-names></name> <name><surname>Ficca</surname> <given-names>A. G.</given-names></name> <name><surname>Cardarelli</surname> <given-names>M.</given-names></name> <name><surname>Melini</surname> <given-names>F.</given-names></name> <name><surname>Cavalieri</surname> <given-names>A.</given-names></name> <name><surname>Ruzzi</surname> <given-names>M.</given-names></name></person-group> (<year>2020</year>). <article-title>Genome sequencing of <italic>Pantoea agglomerans</italic> C1 provides insights into molecular and genetic mechanisms of plant growth-promotion and tolerance to heavy metals</article-title>. <source>Microorganisms</source> <volume>8</volume>:<fpage>153</fpage>. <pub-id pub-id-type="doi">10.3390/microorganisms8020153</pub-id><pub-id pub-id-type="pmid">31979031</pub-id></citation></ref>
<ref id="B48">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lwin</surname> <given-names>C. S.</given-names></name> <name><surname>Seo</surname> <given-names>B. H.</given-names></name> <name><surname>Kim</surname> <given-names>H. U.</given-names></name> <name><surname>Owens</surname> <given-names>G.</given-names></name> <name><surname>Kim</surname> <given-names>K. R.</given-names></name></person-group> (<year>2018</year>). <article-title>Application of soil amendments to contaminated soils for heavy metal immobilization and improved soil quality&#x02014;A critical review</article-title>. <source>Soil Sci. Plant Nutr</source>. <volume>64</volume>, <fpage>156</fpage>&#x02013;<lpage>167</lpage>. <pub-id pub-id-type="doi">10.1080/00380768.2018.1440938</pub-id></citation>
</ref>
<ref id="B49">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Madhogaria</surname> <given-names>B.</given-names></name> <name><surname>Banerjee</surname> <given-names>S.</given-names></name> <name><surname>Chakraborty</surname> <given-names>S.</given-names></name> <name><surname>Dhak</surname> <given-names>P.</given-names></name> <name><surname>Kundu</surname> <given-names>A.</given-names></name></person-group> (<year>2024</year>). <article-title>Alleviation of heavy metals chromium, cadmium and lead and plant growth promotion in <italic>Vigna radiata</italic> L. plant using isolated Pseudomonas geniculata</article-title>. <source>Int. Microbiol.</source> <volume>28</volume>, <fpage>133</fpage>&#x02013;<lpage>149</lpage>. <pub-id pub-id-type="doi">10.1007/s10123-024-00546-2</pub-id><pub-id pub-id-type="pmid">38916652</pub-id></citation></ref>
<ref id="B50">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Majhi</surname> <given-names>B.</given-names></name> <name><surname>Semwal</surname> <given-names>P.</given-names></name> <name><surname>Mishra</surname> <given-names>S. K.</given-names></name> <name><surname>Misra</surname> <given-names>S.</given-names></name> <name><surname>Chauhan</surname> <given-names>P. S.</given-names></name></person-group> (<year>2023</year>). <article-title>Arsenic stress management through arsenite and arsenate-tolerant growth-promoting bacteria in rice</article-title>. <source>Int. Microbiol.</source> <volume>28</volume>, <fpage>11</fpage>&#x02013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1007/s10123-023-00447-w</pub-id><pub-id pub-id-type="pmid">37979101</pub-id></citation></ref>
<ref id="B51">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malik</surname> <given-names>N.</given-names></name> <name><surname>Ahmad</surname> <given-names>M.</given-names></name> <name><surname>Malik</surname> <given-names>Z.</given-names></name> <name><surname>Hussain</surname> <given-names>A.</given-names></name> <name><surname>Waseem</surname> <given-names>M.</given-names></name> <name><surname>Ali</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Isolation and characterization of chromium-resistant bacteria and their effects on germination, growth, and Cr accumulation in <italic>Capsicum annum</italic> (L.) under Cr stress</article-title>. <source>Plant Physiol. Biochem</source>. <volume>214</volume>:<fpage>108955</fpage>. <pub-id pub-id-type="doi">10.1016/j.plaphy.2024.108955</pub-id><pub-id pub-id-type="pmid">39053317</pub-id></citation></ref>
<ref id="B52">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Marwa</surname> <given-names>N.</given-names></name> <name><surname>Singh</surname> <given-names>N.</given-names></name> <name><surname>Srivastava</surname> <given-names>S.</given-names></name> <name><surname>Saxena</surname> <given-names>G.</given-names></name> <name><surname>Pandey</surname> <given-names>V.</given-names></name> <name><surname>Singh</surname> <given-names>N.</given-names></name></person-group> (<year>2019</year>). <article-title>Characterizing the hypertolerance potential of two indigenous bacterial strains (<italic>Bacillus flexus</italic> and <italic>Acinetobacter junii</italic>) and their efficacy in arsenic bioremediation</article-title>. <source>J. Appl. Microbiol.</source> <volume>126</volume>, <fpage>1117</fpage>&#x02013;<lpage>1127</lpage>. <pub-id pub-id-type="doi">10.1111/jam.14179</pub-id><pub-id pub-id-type="pmid">30556924</pub-id></citation></ref>
<ref id="B53">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mitra</surname> <given-names>S.</given-names></name> <name><surname>Pramanik</surname> <given-names>K.</given-names></name> <name><surname>Sarkar</surname> <given-names>A.</given-names></name> <name><surname>Ghosh</surname> <given-names>P. K.</given-names></name> <name><surname>Soren</surname> <given-names>T.</given-names></name> <name><surname>Maiti</surname> <given-names>T. K.</given-names></name></person-group> (<year>2018</year>). <article-title>Bioaccumulation of cadmium by <italic>Enterobacter</italic> sp. and enhancement of rice seedling growth under cadmium stress</article-title>. <source>Ecotoxicol. Environ. Saf.</source> <volume>156</volume>, <fpage>183</fpage>&#x02013;<lpage>196</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecoenv.2018.03.001</pub-id><pub-id pub-id-type="pmid">29550436</pub-id></citation></ref>
<ref id="B54">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mohanty</surname> <given-names>M.</given-names></name> <name><surname>Mohapatra</surname> <given-names>S.</given-names></name></person-group> (<year>2023</year>). <article-title>Synergistic effect of PGPR and PSB for alleviation of chromium toxicity in <italic>Vigna radiata</italic> (L.) R. Wilczek seedlings</article-title>. <source>Int. J. Phytoremediation</source> <volume>25</volume>, <fpage>1733</fpage>&#x02013;<lpage>1742</lpage>. <pub-id pub-id-type="doi">10.1080/15226514.2023.2189479</pub-id><pub-id pub-id-type="pmid">36941766</pub-id></citation></ref>
<ref id="B55">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mushtaq</surname> <given-names>Z.</given-names></name> <name><surname>Akhter</surname> <given-names>A.</given-names></name> <name><surname>Khan</surname> <given-names>H. A. A.</given-names></name> <name><surname>Anwar</surname> <given-names>W.</given-names></name> <name><surname>Hashem</surname> <given-names>A.</given-names></name> <name><surname>Avila-Quezada</surname> <given-names>G. D.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Impact assessment of lead-tolerant rhizobacteria to improve soil health using Indian mustard (<italic>Brassica juncea</italic>) as an indicator plant</article-title>. <source>Plants</source> <volume>12</volume>:<fpage>3005</fpage>. <pub-id pub-id-type="doi">10.3390/plants12163005</pub-id><pub-id pub-id-type="pmid">37631216</pub-id></citation></ref>
<ref id="B56">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Naqqash</surname> <given-names>T.</given-names></name> <name><surname>Aziz</surname> <given-names>A.</given-names></name> <name><surname>Babar</surname> <given-names>M.</given-names></name> <name><surname>Hussain</surname> <given-names>S. B.</given-names></name> <name><surname>Haider</surname> <given-names>G.</given-names></name> <name><surname>Shahid</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2022</year>). <article-title>Lead-resistant <italic>Morganella morganii</italic> Rhizobacteria reduced lead toxicity in <italic>Arabidopsis thaliana</italic> by improving growth, physiology, and antioxidant activities</article-title>. <source>Agriculture</source> <volume>12</volume>:<fpage>1155</fpage>. <pub-id pub-id-type="doi">10.3390/agriculture12081155</pub-id></citation>
</ref>
<ref id="B57">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Naz</surname> <given-names>H.</given-names></name> <name><surname>Sayyed</surname> <given-names>R. Z.</given-names></name> <name><surname>Khan</surname> <given-names>R. U.</given-names></name> <name><surname>Naz</surname> <given-names>A.</given-names></name> <name><surname>Wani</surname> <given-names>O. A.</given-names></name> <name><surname>Maqsood</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title><italic>Mesorhizobium</italic> improves chickpea growth under chromium stress and alleviates chromium contamination of soil</article-title>. <source>J. Environ. Manage</source>. <volume>338</volume>:<fpage>117779</fpage>. <pub-id pub-id-type="doi">10.1016/j.jenvman.2023.117779</pub-id><pub-id pub-id-type="pmid">37023603</pub-id></citation></ref>
<ref id="B58">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nie</surname> <given-names>W.</given-names></name> <name><surname>Wu</surname> <given-names>Y.</given-names></name> <name><surname>Jiang</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Mu</surname> <given-names>M.</given-names></name> <name><surname>Zhao</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>The isolation of lead-tolerant PGPR from red clover soil and its role in promoting the growth of alfalfa</article-title>. <source>Microorganisms</source> <volume>13</volume>:<fpage>210</fpage>. <pub-id pub-id-type="doi">10.3390/microorganisms13010210</pub-id><pub-id pub-id-type="pmid">39858978</pub-id></citation></ref>
<ref id="B59">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nyiramigisha</surname> <given-names>P.</given-names></name> <name><surname>Komariah</surname> <given-names>Sajidan</given-names></name></person-group> (<year>2021</year>). <article-title>Harmful impacts of heavy metal contamination in the soil and crops grown around dumpsites</article-title>. <source>Rev. Agric. Sci.</source> <volume>9</volume>:<fpage>271</fpage>&#x02013;<lpage>282</lpage>. <pub-id pub-id-type="doi">10.7831/ras.9.0_271</pub-id></citation>
</ref>
<ref id="B60">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pal</surname> <given-names>A. K.</given-names></name> <name><surname>Chakraborty</surname> <given-names>A.</given-names></name> <name><surname>Sengupta</surname> <given-names>C.</given-names></name></person-group> (<year>2018</year>). <article-title>Differential effects of plant growth promoting rhizobacteria on chilli (<italic>Capsicum annuum</italic> L.) seedling under cadmium and lead stress</article-title>. <source>Plant Sci. Today</source> <volume>5</volume>, <fpage>182</fpage>&#x02013;<lpage>190</lpage>. <pub-id pub-id-type="doi">10.14719/pst.2018.5.4.419</pub-id></citation>
</ref>
<ref id="B61">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pandey</surname> <given-names>N.</given-names></name> <name><surname>Bhatt</surname> <given-names>R.</given-names></name></person-group> (<year>2016</year>). <article-title>Role of soil associated <italic>Exiguobacterium</italic> in reducing arsenic toxicity and promoting plant growth in <italic>Vigna radiata</italic></article-title>. <source>Eur. J. Soil Biol.</source> <volume>75</volume>, <fpage>142</fpage>&#x02013;<lpage>150</lpage>. <pub-id pub-id-type="doi">10.1016/j.ejsobi.2016.05.007</pub-id></citation>
</ref>
<ref id="B62">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pandey</surname> <given-names>N.</given-names></name> <name><surname>Xalxo</surname> <given-names>R.</given-names></name> <name><surname>Chandra</surname> <given-names>J.</given-names></name> <name><surname>Keshavkant</surname> <given-names>S.</given-names></name></person-group> (<year>2023</year>). <article-title>Bacterial consortia mediated induction of systemic tolerance to arsenic toxicity via expression of stress responsive antioxidant genes in <italic>Oryza sativa</italic> L</article-title>. <source>Biocatal. Agric. Biotechnol.</source> <volume>47</volume>:<fpage>102565</fpage>. <pub-id pub-id-type="doi">10.1016/j.bcab.2022.102565</pub-id></citation>
</ref>
<ref id="B63">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rahbari</surname> <given-names>A.</given-names></name> <name><surname>Fatemi</surname> <given-names>H.</given-names></name> <name><surname>Esmaiel Pour</surname> <given-names>B.</given-names></name> <name><surname>Rizwan</surname> <given-names>M.</given-names></name> <name><surname>Soltani</surname> <given-names>A. A.</given-names></name></person-group> (<year>2021</year>). <article-title>Lead (Pb)-resistant bacteria inhibit Pb accumulation in dill (<italic>Anethum graveolens</italic> L.) by improving biochemical, physiological, and antioxidant enzyme response of plants</article-title>. <source>Environ. Sci. Pollut. Res.</source> <volume>28</volume>:<fpage>5704</fpage>&#x02013;<lpage>5713</lpage>. <pub-id pub-id-type="doi">10.1007/s11356-020-10851-8</pub-id><pub-id pub-id-type="pmid">32968907</pub-id></citation></ref>
<ref id="B64">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rahman</surname> <given-names>Z.</given-names></name> <name><surname>Singh</surname> <given-names>V. P.</given-names></name></person-group> (<year>2019</year>). <article-title>The relative impact of toxic heavy metals (THMs) (arsenic (As), cadmium (Cd), chromium (Cr)(VI), mercury (Hg), and lead (Pb)) on the total environment: an overview</article-title>. <source>Environ. Monit. Assess.</source> <volume>191</volume>, <fpage>1</fpage>&#x02013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1007/s10661-019-7528-7</pub-id><pub-id pub-id-type="pmid">31177337</pub-id></citation></ref>
<ref id="B65">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Raza Altaf</surname> <given-names>A.</given-names></name> <name><surname>Teng</surname> <given-names>H.</given-names></name> <name><surname>Saleem</surname> <given-names>M.</given-names></name> <name><surname>Raza Ahmad</surname> <given-names>H.</given-names></name> <name><surname>Adil</surname> <given-names>M.</given-names></name> <name><surname>Shahzad</surname> <given-names>K.</given-names></name></person-group> (<year>2021</year>). <article-title>Associative interplay of <italic>Pseudomonas gessardii</italic> BLP141 and pressmud ameliorated growth, physiology, yield, and Pb-toxicity in sunflower</article-title>. <source>Bioremed. J.</source> <volume>25</volume>, <fpage>178</fpage>&#x02013;<lpage>188</lpage>. <pub-id pub-id-type="doi">10.1080/10889868.2020.1853028</pub-id></citation>
</ref>
<ref id="B66">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rizvi</surname> <given-names>A.</given-names></name> <name><surname>Ahmed</surname> <given-names>B.</given-names></name> <name><surname>Zaidi</surname> <given-names>A.</given-names></name> <name><surname>Khan</surname> <given-names>M. S.</given-names></name></person-group> (<year>2019</year>). <article-title>Heavy metal mediated phytotoxic impact on winter wheat: oxidative stress and microbial management of toxicity by <italic>Bacillus subtilis</italic> BM2</article-title>. <source>RSC Adv.</source> <volume>9</volume>, <fpage>6125</fpage>&#x02013;<lpage>6142</lpage>. <pub-id pub-id-type="doi">10.1039/C9RA00333A</pub-id><pub-id pub-id-type="pmid">35517307</pub-id></citation></ref>
<ref id="B67">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rocco</surname> <given-names>D.</given-names></name> <name><surname>Freire</surname> <given-names>B. M.</given-names></name> <name><surname>Oliveira</surname> <given-names>T. J.</given-names></name> <name><surname>Alves</surname> <given-names>P. L. M.</given-names></name> <name><surname>Oliveira</surname> <given-names>J. M.</given-names></name> <name><surname>Batista</surname> <given-names>B. L.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title><italic>Bacillus subtilis</italic> as an effective tool for bioremediation of lead, copper and cadmium in water</article-title>. <source>Discov. Appl. Sci.</source> <volume>6</volume>:<fpage>430</fpage>. <pub-id pub-id-type="doi">10.21203/rs.3.rs-3610753/v1</pub-id></citation>
</ref>
<ref id="B68">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roy</surname> <given-names>B.</given-names></name> <name><surname>Maitra</surname> <given-names>D.</given-names></name> <name><surname>Bhattacharya</surname> <given-names>A.</given-names></name> <name><surname>Mondal</surname> <given-names>A.</given-names></name> <name><surname>Pal</surname> <given-names>N.</given-names></name> <name><surname>Nandy</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Alleviation of abiotic stress in <italic>Oryza sativa</italic> by the application of novel polyextremophilic plant growth promoting Bacillus</article-title>. <source>Biocatal. Agric. Biotechnol.</source> <volume>60</volume>:<fpage>103272</fpage>. <pub-id pub-id-type="doi">10.1016/j.bcab.2024.103272</pub-id></citation>
</ref>
<ref id="B69">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sahile</surname> <given-names>A. A.</given-names></name> <name><surname>Khan</surname> <given-names>M. A.</given-names></name> <name><surname>Hamayun</surname> <given-names>M.</given-names></name> <name><surname>Imran</surname> <given-names>M.</given-names></name> <name><surname>Kang</surname> <given-names>S. M.</given-names></name> <name><surname>Lee</surname> <given-names>I. J.</given-names></name></person-group> (<year>2021</year>). <article-title>Novel <italic>Bacillus cereus</italic> strain, ALT1, enhance growth and strengthens the antioxidant system of soybean under cadmium stress</article-title>. <source>Agronomy</source> <volume>11</volume>:<fpage>404</fpage>. <pub-id pub-id-type="doi">10.3390/agronomy11020404</pub-id></citation>
</ref>
<ref id="B70">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saleem</surname> <given-names>M.</given-names></name> <name><surname>Asghar</surname> <given-names>H. N.</given-names></name> <name><surname>Zahir</surname> <given-names>Z. A.</given-names></name> <name><surname>Shahid</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Impact of lead tolerant plant growth promoting rhizobacteria on growth, physiology, antioxidant activities, yield and lead content in sunflower in lead contaminated soil</article-title>. <source>Chemosphere</source> <volume>195</volume>, <fpage>606</fpage>&#x02013;<lpage>614</lpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2017.12.117</pub-id><pub-id pub-id-type="pmid">29278850</pub-id></citation></ref>
<ref id="B71">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shabaan</surname> <given-names>M.</given-names></name> <name><surname>Asghar</surname> <given-names>H. N.</given-names></name> <name><surname>Akhtar</surname> <given-names>M. J.</given-names></name> <name><surname>Ali</surname> <given-names>Q.</given-names></name> <name><surname>Ejaz</surname> <given-names>M.</given-names></name></person-group> (<year>2021</year>). <article-title>Role of plant growth promoting rhizobacteria in the alleviation of lead toxicity to <italic>Pisum sativum</italic> L</article-title>. <source>Int. J. Phytoremediation</source> <volume>23</volume>, <fpage>837</fpage>&#x02013;<lpage>845</lpage>. <pub-id pub-id-type="doi">10.1080/15226514.2020.1859988</pub-id><pub-id pub-id-type="pmid">33372547</pub-id></citation></ref>
<ref id="B72">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shah</surname> <given-names>T.</given-names></name> <name><surname>Munsif</surname> <given-names>F.</given-names></name> <name><surname>D&#x00027;amato</surname> <given-names>R.</given-names></name> <name><surname>Nie</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Lead toxicity induced phytotoxic impacts on rapeseed and clover can be lowered by biofilm forming lead tolerant bacteria</article-title>. <source>Chemosphere</source> <volume>246</volume>:<fpage>125766</fpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2019.125766</pub-id><pub-id pub-id-type="pmid">31901662</pub-id></citation></ref>
<ref id="B73">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shahid</surname> <given-names>M.</given-names></name> <name><surname>Altaf</surname> <given-names>M.</given-names></name> <name><surname>Ali</surname> <given-names>S.</given-names></name> <name><surname>Tyagi</surname> <given-names>A.</given-names></name></person-group> (<year>2024</year>). <article-title>Isolation and assessment of the beneficial effect of exopolysaccharide-producing PGPR in <italic>Triticum aestivum</italic> (L.) plants grown under NaCl and Cd-stressed conditions</article-title>. <source>Plant Physiol. Biochem.</source> <volume>215</volume>:<fpage>108973</fpage>. <pub-id pub-id-type="doi">10.1016/j.plaphy.2024.108973</pub-id><pub-id pub-id-type="pmid">39133980</pub-id></citation></ref>
<ref id="B74">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharma</surname> <given-names>B.</given-names></name> <name><surname>Shukla</surname> <given-names>P.</given-names></name></person-group> (<year>2021</year>). <article-title>Lead bioaccumulation mediated by <italic>Bacillus cereus</italic> BPS-9 from an industrial waste contaminated site encoding heavy metal resistant genes and their transporters</article-title>. <source>J. Hazard. Mater.</source> <volume>401</volume>:<fpage>123285</fpage>. <pub-id pub-id-type="doi">10.1016/j.jhazmat.2020.123285</pub-id><pub-id pub-id-type="pmid">32659573</pub-id></citation></ref>
<ref id="B75">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharma</surname> <given-names>S.</given-names></name> <name><surname>Tiwari</surname> <given-names>S.</given-names></name> <name><surname>Hasan</surname> <given-names>A.</given-names></name> <name><surname>Saxena</surname> <given-names>V.</given-names></name> <name><surname>Pandey</surname> <given-names>L. M.</given-names></name></person-group> (<year>2018</year>). <article-title>Recent advances in conventional and contemporary methods for remediation of heavy metal-contaminated soils</article-title>. <source>3 Biotech</source> <volume>8</volume>, <fpage>1</fpage>&#x02013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1007/s13205-018-1237-8</pub-id><pub-id pub-id-type="pmid">29651381</pub-id></citation></ref>
<ref id="B76">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silva</surname> <given-names>R. S.</given-names></name> <name><surname>Antunes</surname> <given-names>J. E. L.</given-names></name> <name><surname>Aquino</surname> <given-names>J. P. A. D.</given-names></name> <name><surname>Sousa</surname> <given-names>R. S. D.</given-names></name> <name><surname>Melo</surname> <given-names>W. J. D.</given-names></name> <name><surname>Araujo</surname> <given-names>A. S. F.</given-names></name></person-group> (<year>2021</year>). <article-title>Plant growth-promoting rhizobacteria effect on maize growth and microbial biomass in a chromium-contaminated soil</article-title>. <source>Bragantia</source> <volume>80</volume>:<fpage>e2521</fpage>. <pub-id pub-id-type="doi">10.1590/1678-4499.20200492</pub-id></citation>
</ref>
<ref id="B77">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>N.</given-names></name> <name><surname>Marwa</surname> <given-names>N.</given-names></name> <name><surname>Mishra</surname> <given-names>J.</given-names></name> <name><surname>Verma</surname> <given-names>P. C.</given-names></name> <name><surname>Rathaur</surname> <given-names>S.</given-names></name> <name><surname>Singh</surname> <given-names>N.</given-names></name></person-group> (<year>2016</year>). <article-title><italic>Brevundimonas diminuta</italic> mediated alleviation of arsenic toxicity and plant growth promotion in <italic>Oryza sativa</italic> L</article-title>. <source>Ecotoxicol. Environ. Saf.</source> <volume>125</volume>, <fpage>25</fpage>&#x02013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecoenv.2015.11.020</pub-id><pub-id pub-id-type="pmid">26650422</pub-id></citation></ref>
<ref id="B78">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Srivastava</surname> <given-names>V.</given-names></name> <name><surname>Sarkar</surname> <given-names>A.</given-names></name> <name><surname>Singh</surname> <given-names>S.</given-names></name> <name><surname>Singh</surname> <given-names>P.</given-names></name> <name><surname>De Araujo</surname> <given-names>A. S.</given-names></name> <name><surname>Singh</surname> <given-names>R. P.</given-names></name></person-group> (<year>2017</year>). <article-title>Agroecological responses of heavy metal pollution with special emphasis on soil health and plant performances</article-title>. <source>Front. Environ. Sci.</source> <volume>5</volume>:<fpage>64</fpage>. <pub-id pub-id-type="doi">10.3389/fenvs.2017.00064</pub-id></citation>
</ref>
<ref id="B79">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Syed</surname> <given-names>A.</given-names></name> <name><surname>Elgorban</surname> <given-names>A. M.</given-names></name> <name><surname>Bahkali</surname> <given-names>A. H.</given-names></name> <name><surname>Eswaramoorthy</surname> <given-names>R.</given-names></name> <name><surname>Iqbal</surname> <given-names>R. K.</given-names></name> <name><surname>Danish</surname> <given-names>S.</given-names></name></person-group> (<year>2023</year>). <article-title>Metal-tolerant and siderophore producing <italic>Pseudomonas fluorescence</italic> and <italic>Trichoderma</italic> spp. improved the growth, biochemical features and yield attributes of chickpea by lowering Cd uptake</article-title>. <source>Sci. Rep</source>. <volume>13</volume>:<fpage>4471</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-023-31330-3</pub-id><pub-id pub-id-type="pmid">36934106</pub-id></citation></ref>
<ref id="B80">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tatung</surname> <given-names>M.</given-names></name> <name><surname>Deb</surname> <given-names>C. R.</given-names></name></person-group> (<year>2024</year>). <article-title>Screening and characterization of heavy metal tolerant rhizobacteria from wild Musa rhizosphere from coal mining area of Changki, Nagaland, India and assessment of their growth promoting potential under Cd/Cu contaminated conditions</article-title>. <source>S. Afr. J. Bot</source>. <volume>165</volume>, <fpage>217</fpage>&#x02013;<lpage>227</lpage>. <pub-id pub-id-type="doi">10.1016/j.sajb.2023.12.039</pub-id></citation>
</ref>
<ref id="B81">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Timothy</surname> <given-names>N. A.</given-names></name> <name><surname>Williams</surname> <given-names>E. T.</given-names></name></person-group> (<year>2019</year>). <article-title>Environmental pollution by heavy metal: an overview</article-title>. <source>Int. J. Environ. Chem.</source> <volume>3</volume>, <fpage>72</fpage>&#x02013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.11648/j.ijec.20190302.14</pub-id></citation>
</ref>
<ref id="B82">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tirry</surname> <given-names>N.</given-names></name> <name><surname>Joutey</surname> <given-names>N. T.</given-names></name> <name><surname>Sayel</surname> <given-names>H.</given-names></name> <name><surname>Kouchou</surname> <given-names>A.</given-names></name> <name><surname>Bahafid</surname> <given-names>W.</given-names></name> <name><surname>Asri</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Screening of plant growth promoting traits in heavy metals resistant bacteria: prospects in phytoremediation</article-title>. <source>J. Genet. Eng. Biotechnol.</source> <volume>16</volume>, <fpage>613</fpage>&#x02013;<lpage>619</lpage>. <pub-id pub-id-type="doi">10.1016/j.jgeb.2018.06.004</pub-id><pub-id pub-id-type="pmid">30733780</pub-id></citation></ref>
<ref id="B83">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tirry</surname> <given-names>N.</given-names></name> <name><surname>Kouchou</surname> <given-names>A.</given-names></name> <name><surname>El Omari</surname> <given-names>B.</given-names></name> <name><surname>Ferioun</surname> <given-names>M.</given-names></name> <name><surname>El Ghachtouli</surname> <given-names>N.</given-names></name></person-group> (<year>2021</year>). <article-title>Improved chromium tolerance of <italic>Medicago sativa</italic> by plant growth-promoting rhizobacteria (PGPR)</article-title>. <source>J. Genet. Eng. Biotechnol.</source> <volume>19</volume>, <fpage>1</fpage>&#x02013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1186/s43141-021-00254-8</pub-id><pub-id pub-id-type="pmid">34613510</pub-id></citation></ref>
<ref id="B84">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ubaidillah</surname> <given-names>M.</given-names></name> <name><surname>Thamrin</surname> <given-names>N.</given-names></name> <name><surname>Cahyani</surname> <given-names>F,. I.</given-names></name> <name><surname>Fitriyah</surname> <given-names>D.</given-names></name></person-group> (<year>2023</year>). <article-title>Bioremediation potential of rhizosphere bacterial consortium in lead (Pb) contaminated rice plants</article-title>. <source>Biodiversitas</source> <volume>24</volume>:<fpage>d240838</fpage>. <pub-id pub-id-type="doi">10.13057/biodiv/d240838</pub-id></citation>
</ref>
<ref id="B85">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ullah</surname> <given-names>I.</given-names></name> <name><surname>Anwar</surname> <given-names>Y.</given-names></name> <name><surname>Siddiqui</surname> <given-names>M. F.</given-names></name> <name><surname>Alsulami</surname> <given-names>N.</given-names></name> <name><surname>Ullah</surname> <given-names>R.</given-names></name></person-group> (<year>2024</year>). <article-title>Phytoremediation of Arsenic (As) in rice plants, mediated by <italic>Bacillus subtilis</italic> strain IU31 through antioxidant responses and phytohormones synthesis</article-title>. <source>Environ. Pollut.</source> <volume>355</volume>:<fpage>124207</fpage>. <pub-id pub-id-type="doi">10.1016/j.envpol.2024.124207</pub-id><pub-id pub-id-type="pmid">38795816</pub-id></citation></ref>
<ref id="B86">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vasilachi</surname> <given-names>I. C.</given-names></name> <name><surname>Stoleru</surname> <given-names>V.</given-names></name> <name><surname>Gavrilescu</surname> <given-names>M.</given-names></name></person-group> (<year>2023</year>). <article-title>Analysis of heavy metal impacts on cereal crop growth and development in contaminated soils</article-title>. <source>Agriculture</source> <volume>13</volume>:<fpage>1983</fpage>. <pub-id pub-id-type="doi">10.3390/agriculture13101983</pub-id></citation>
</ref>
<ref id="B87">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>V&#x000E9;lez</surname> <given-names>J. M. B.</given-names></name> <name><surname>Mart&#x000ED;nez</surname> <given-names>J. G.</given-names></name> <name><surname>Ospina</surname> <given-names>J. T.</given-names></name> <name><surname>Agudelo</surname> <given-names>S. O.</given-names></name></person-group> (<year>2021</year>). <article-title>Bioremediation potential of <italic>Pseudomonas</italic> genus isolates from residual water, capable of tolerating lead through mechanisms of exopolysaccharide production and biosorption</article-title>. <source>Biotechnol. Rep.</source> <volume>32</volume>:<fpage>e00685</fpage>. <pub-id pub-id-type="doi">10.1016/j.btre.2021.e00685</pub-id><pub-id pub-id-type="pmid">34765463</pub-id></citation></ref>
<ref id="B88">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>N.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Chen</surname> <given-names>L.</given-names></name> <name><surname>Liu</surname> <given-names>H.</given-names></name> <name><surname>Wu</surname> <given-names>Y.</given-names></name> <name><surname>Huang</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Biological roles of soil microbial consortium on promoting safe crop production in heavy metal (loid) contaminated soil: a systematic review</article-title>. <source>Sci. Total Environ.</source> <volume>912</volume>:<fpage>168994</fpage>. <pub-id pub-id-type="doi">10.1016/j.scitotenv.2023.168994</pub-id><pub-id pub-id-type="pmid">38043809</pub-id></citation></ref>
<ref id="B89">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Waqas</surname> <given-names>W.</given-names></name> <name><surname>Yuan</surname> <given-names>Y.</given-names></name> <name><surname>Ali</surname> <given-names>S.</given-names></name> <name><surname>Zhang</surname> <given-names>M.</given-names></name> <name><surname>Shafiq</surname> <given-names>M.</given-names></name> <name><surname>Ali</surname> <given-names>W.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Toxic effects of heavy metals on crustaceans and associated health risks in humans: a review</article-title>. <source>Environ. Chem. Lett.</source> <volume>22</volume>, <fpage>391</fpage>&#x02013;<lpage>1411</lpage>. <pub-id pub-id-type="doi">10.1007/s10311-024-01717-3</pub-id></citation>
</ref>
<ref id="B90">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xiao</surname> <given-names>A. W.</given-names></name> <name><surname>Li</surname> <given-names>Z.</given-names></name> <name><surname>Li</surname> <given-names>W. C.</given-names></name> <name><surname>Ye</surname> <given-names>Z. H.</given-names></name></person-group> (<year>2020</year>). The effect of plant growth-promoting rhizobacteria (PGPR) on arsenic accumulation and the growth of rice plants (<italic>Oryza sativa</italic> L.). <italic>Chemosphere</italic> <volume>242</volume>:<fpage>125136</fpage>. <pub-id pub-id-type="doi">10.1016/j.chemosphere.2019.125136</pub-id><pub-id pub-id-type="pmid">31654806</pub-id></citation></ref>
<ref id="B91">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>Xu</surname> <given-names>M.</given-names></name> <name><surname>Zhao</surname> <given-names>Q.</given-names></name> <name><surname>Xia</surname> <given-names>Y.</given-names></name> <name><surname>Chen</surname> <given-names>C.</given-names></name> <name><surname>Shen</surname> <given-names>Z.</given-names></name></person-group> (<year>2018</year>). <article-title>Complete genome sequence of Cd (II)-resistant <italic>Arthrobacter</italic> sp. PGP41, a plant growth-promoting bacterium with potential in microbe-assisted phytoremediation</article-title>. <source>Curr. Microbiol.</source> <volume>75</volume>, <fpage>1231</fpage>-1239. <pub-id pub-id-type="doi">10.1007/s00284-018-1515-z</pub-id><pub-id pub-id-type="pmid">29804207</pub-id></citation></ref>
<ref id="B92">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zainab</surname> <given-names>N.</given-names></name> <name><surname>Amna Khan</surname> <given-names>A. A.</given-names></name> <name><surname>Azeem</surname> <given-names>M. A.</given-names></name> <name><surname>Ali</surname> <given-names>B.</given-names></name> <name><surname>Wang</surname> <given-names>T.</given-names></name> <name><surname>Shi</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>PGPR-mediated plant growth attributes and metal extraction ability of <italic>Sesbania sesban</italic> L. in industrially contaminated soils</article-title>. <source>Agronomy</source> <volume>11</volume>:<fpage>1820</fpage>. <pub-id pub-id-type="doi">10.3390/agronomy11091820</pub-id></citation>
</ref>
<ref id="B93">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zainab</surname> <given-names>N.</given-names></name> <name><surname>Glick</surname> <given-names>B. R.</given-names></name> <name><surname>Bose</surname> <given-names>A.</given-names></name> <name><surname>Ali</surname> <given-names>J.</given-names></name> <name><surname>ur Rehman</surname> <given-names>F.</given-names></name> <name><surname>Paker</surname> <given-names>N. P.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Deciphering the mechanistic role of <italic>Bacillus paramycoides</italic> (PM51) and <italic>Bacillus tequilensis</italic> (PM52) in bio-sorption and phyto-assimilation of Cadmium via <italic>Linum usitatissimum</italic> L. seedlings</article-title>. <source>Plant. Physiol. Biochem.</source> <volume>211</volume>:<fpage>108652</fpage>. <pub-id pub-id-type="doi">10.1016/j.plaphy.2024.108652</pub-id><pub-id pub-id-type="pmid">38723488</pub-id></citation></ref>
<ref id="B94">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Wu</surname> <given-names>X.</given-names></name> <name><surname>Tao</surname> <given-names>Y.</given-names></name> <name><surname>Ke</surname> <given-names>T.</given-names></name> <name><surname>Wu</surname> <given-names>W.</given-names></name> <name><surname>Liao</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Effect of plant growth&#x02013;promoting rhizobacteria on oilseed rape <italic>Brassica juncea</italic> and phytoextraction of cadmium</article-title>. <source>J. Soils Sediments</source> <volume>23</volume>, <fpage>3472</fpage>&#x02013;<lpage>3484</lpage>. <pub-id pub-id-type="doi">10.1007/s11368-023-03559-y</pub-id></citation>
</ref>
</ref-list>
</back>
</article> 