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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
</journal-title-group>
<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.2026.1745018</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Rhizosphere microbiome assembly drives metal sequestration in <italic>Leucaena leucocephala</italic> during tailing phytoremediation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Doku</surname>
<given-names>T. Emmanuel</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Belford</surname>
<given-names>J. D. Ebenezer</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2848688"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sylverken</surname>
<given-names>A. Augustina</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
</contrib>
</contrib-group>
<aff id="aff1"><label>1</label><institution>Department of Pharmaceutical Sciences, Sunyani Technical University</institution>, <city>Sunyani</city>, <country country="gh">Ghana</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology</institution>, <city>Kumasi</city>, <country country="gh">Ghana</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: T. Emmanuel Doku, <email xlink:href="mailto:rontetteh@gmail.com">rontetteh@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-13">
<day>13</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1745018</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>28</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Doku, Belford and Sylverken.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Doku, Belford and Sylverken</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-13">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Ghana&#x2019;s water and soil resources face severe challenges due to heavy metal contamination from gold mining operations. Although <italic>Leucaena leucocephala</italic> exhibits potential for phytoremediation, little is known about the contribution of its rhizosphere microbiomes to metal uptake and tolerance in multiple-metal contaminated tailings in field conditions.</p>
</sec>
<sec>
<title>Methods</title>
<p>We investigated the rhizosphere bacterial community dynamics in <italic>L. leucocephala</italic> across three soil treatments (garden soil, 1:1 soil-tailings mixture, and pure tailings) using 16S rRNA amplicon sequencing and atomic absorption spectrophotometry. Briefly, transplanted seedlings of <italic>L. leucocephala</italic> were harvested at three-month intervals for three consecutive harvests to assess metal accumulation and changes in the microbiome.</p>
</sec>
<sec>
<title>Results and discussion</title>
<p><italic>Leucaena leucocephala</italic> demonstrated notable tolerance to elevated metal concentrations (&#x003E;10,000 mg/kg Fe and Mn) under acidic conditions (pH 4.57&#x2013;5.97). Maximum metal uptake occurred at final harvest, with Fe reaching 14,605&#x202F;&#x00B1;&#x202F;1.40&#x202F;mg/kg in shoots and Mn reaching 12,279&#x202F;&#x00B1;&#x202F;1.13&#x202F;mg/kg in roots. The elevated concentrations of metals reduced overall bacterial diversity, except for selected metal-tolerant <italic>Actinobacteria</italic>, <italic>Proteobacteria</italic>, and <italic>Acidobacteria</italic>, which dominated bacterial communities across all treatments. The initial proliferation of <italic>Nocardioides</italic> and <italic>Streptomyces</italic> corroborated nutrient and metal-induced stress, while key genera such as <italic>Arthrobacter</italic>, <italic>Gaiella</italic>, <italic>Skermanella</italic>, <italic>and Chelatococcus</italic> showed strong positive associations with metal accumulation and maintained essential ecological functions.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Rhizosphere bacterial communities undergo stress-specific assembly processes, with specific taxa facilitating <italic>L. leucocephala&#x2019;s</italic> exceptional phytoremediation capacity. These findings provide insights into microbiome-enhanced strategies for mine site rehabilitation.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Leucaena leucocephala</italic> (lam.) de wit</kwd>
<kwd>metal sequestration</kwd>
<kwd>mine tailing</kwd>
<kwd>phytoremediation</kwd>
<kwd>rhizosphere microbiome</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="110"/>
<page-count count="10"/>
<word-count count="9266"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Terrestrial Microbiology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Gold mining activities in Ghana have intensified over the past decade, making a significant contribution to the country&#x2019;s economic development (<xref ref-type="bibr" rid="ref6">Aram et al., 2021</xref>; <xref ref-type="bibr" rid="ref25">Duncan, 2020</xref>; <xref ref-type="bibr" rid="ref111">Yiridomoh, 2021</xref>). However, these mining activities generate tonnes of wastes called tailings, which contain elevated high concentrations of heavy metal ions such as copper (Cu), iron (Fe), arsenic (As), cadmium (Cd), manganese (Mn), and zinc (Zn; <xref ref-type="bibr" rid="ref13">Bharti and Sharma, 2021</xref>; <xref ref-type="bibr" rid="ref35">Hadzi et al., 2019</xref>; <xref ref-type="bibr" rid="ref41">Islam and Murakami, 2021</xref>; <xref ref-type="bibr" rid="ref50">Kossoff et al., 2014</xref>). Heavy metals pose serious threats to ecosystem health, soil fertility, water quality and long-term health of individuals living in surrounding communities (<xref ref-type="bibr" rid="ref25">Duncan, 2020</xref>; <xref ref-type="bibr" rid="ref40">Idemudia et al., 2020</xref>; <xref ref-type="bibr" rid="ref78">Obuobi et al., 2022</xref>; <xref ref-type="bibr" rid="ref51">Kumi et al., 2024</xref>).</p>
<p>The utilisation of plants to stabilise, sequestrate, or transform contaminants in the environment, referred to as phytoremediation, has gained much attention compared to other conventional methods due to its ecologically friendly and sustainable nature (<xref ref-type="bibr" rid="ref15">Bomfim et al., 2021</xref>; <xref ref-type="bibr" rid="ref42">Jia et al., 2022</xref>; <xref ref-type="bibr" rid="ref48">Kidd et al., 2009</xref>; <xref ref-type="bibr" rid="ref88">Sabreena et al., 2022</xref>). The effectiveness of the phytoremediation of heavy metals in mine tailings depends on multiple interconnected factors, including the concentration of heavy metals, the extent of plant metal tolerance, the physicochemical properties of the tailing, levels of nutrients, and the presence of microbial communities capable of transforming heavy metals (<xref ref-type="bibr" rid="ref4">Alves et al., 2022</xref>; <xref ref-type="bibr" rid="ref21">Di Carlo et al., 2019</xref>; <xref ref-type="bibr" rid="ref38">Huang et al., 2012</xref>; <xref ref-type="bibr" rid="ref49">Korkar et al., 2022</xref>).</p>
<p><italic>Leucaena leucocephala</italic> (Lam.) de Wit, a fast-growing leguminous shrub, has emerged as a promising candidate for the phytoremediation of tailings due to its exceptional tolerance to elevated metals concentrations, aggressive growth, high biomass production, deep and extensive rooting system and nitrogen-fixing capacity that can improve soil fertility (<xref ref-type="bibr" rid="ref18">Couic et al., 2022</xref>; <xref ref-type="bibr" rid="ref30">Garcia et al., 2020</xref>; <xref ref-type="bibr" rid="ref91">Saraswat and Rai, 2011</xref>). Previous studies have demonstrated its capacity for the phytostabilisation of multiple metal-contaminated tailings; however, most of these investigations have focused primarily on physiological responses and metal stabilisation patterns without providing insights into the rhizospheric microbial community dynamics underlying this remarkable performance (<xref ref-type="bibr" rid="ref76">Nkongolo et al., 2025</xref>; <xref ref-type="bibr" rid="ref9">Asif et al., 2025</xref>; <xref ref-type="bibr" rid="ref23">Doku et al., 2024</xref>; <xref ref-type="bibr" rid="ref30">Garcia et al., 2020</xref>; <xref ref-type="bibr" rid="ref82">Petelka et al., 2019</xref>).</p>
<p>The narrow zone between the root surface and the surrounding soil, the rhizosphere, harbours diverse and metabolically active microbial communities that can influence phytoremediation outcomes via a plethora of mechanisms (biotransformation, nutrient cycling, hormone production and growth promotion; <xref ref-type="bibr" rid="ref39">Huang et al., 2021</xref>; <xref ref-type="bibr" rid="ref69">Mishra et al., 2017</xref>; <xref ref-type="bibr" rid="ref84">Qu et al., 2022</xref>). However, most studies have focused on single or a few contaminant profiles, leaving a significant knowledge gap regarding bacterial community responses to multiple metal-contaminated tailings in field conditions (<xref ref-type="bibr" rid="ref24">Duan et al., 2021</xref>; <xref ref-type="bibr" rid="ref29">Gao et al., 2021</xref>; Guo et al., 2019; <xref ref-type="bibr" rid="ref90">Saldarriaga et al., 2023</xref>; <xref ref-type="bibr" rid="ref96">Sun et al., 2024</xref>).</p>
<p>This study addresses a vital knowledge gap by investigating the response of the rhizosphere bacterial communities of <italic>L. leucocephala</italic>, which facilitates the phytoremediation of multiple metal-contaminated mine tailings over time. Thus, the specific objectives are to: (1) characterise changes in bacterial community structure and diversity across metal contamination gradients, (2) identify key bacterial taxa associated with enhanced metal uptake and plant performance, (3) elucidate ecological network relationships that maintain ecosystem function under metal stress, and (4) provide insights for the developing microbiome-enhanced phytoremediation strategies. This research represents an initial comprehensive temporal analysis of plant-microbe interaction in the <italic>Leucaena leucocephala</italic> phytoremediation system.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Study site and soil sample collection</title>
<p>Heavy metal-contaminated tailings were sourced from the AngloGold Ashanti mine tailings dam at Pompora, Obuasi (1&#x00B0;3,925&#x201D;&#x2013;1&#x00B0;38&#x2019;24&#x201D; W and 6&#x00B0;13&#x2032;11&#x201D;&#x2013;6&#x00B0;13&#x2019;19&#x201D; N), Ghana. The tailings are old residues from gold extraction activities that used cyanide leaching and flotation methods. Uncontaminated soil was sourced from the botanical garden of the Kwame Nkrumah University of Science and Technology, Kumasi, representing typical tropical agricultural soil with no history of mining.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Experimental design and setup</title>
<p>The experimental design comprised three treatments: garden soil only (GS), 1:1 [mixture of garden soil and tailings (w/v), and pure tailings (PT)]. All soil samples were sieved through a 1&#x202F;mm sand filter before being weighed into respective pots, each weighing 5&#x202F;kg. Before the field experiment, the soils were watered to field capacity and initially kept in a greenhouse with natural light, with daytime temperatures ranging from 27&#x202F;&#x00B0;C to 32&#x202F;&#x00B0;C.</p>
<p>Four harvest timepoints were established: initial setup after transplanting (H0) and three successive harvests at three-month intervals (H1, H2, H3). Triplicate pots were set up randomly for each treatment (GS, 1:1, and PT) per harvest and arranged in a completely randomised design, totalling 36 experimental samples.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Plant material and growth conditions</title>
<p>Seeds of <italic>L. leucocephala</italic> were collected from the Pompora tailings site and stored in a dry container. Seeds were initially germinated in nursery pots containing only garden soil watered to field capacity and kept in a greenhouse. Seeds germinated at an average of 3&#x202F;days and thinned to one seedling per pot. The seedlings were grown for 2&#x202F;weeks after germination and then introduced into the experimental treatment pots, which were kept under natural light and temperature conditions in an open field.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Rhizosphere sampling</title>
<p>Rhizosphere samples were obtained by uprooting plants from treatment pots, gently shaking them to remove bulk soil, and placing them into sterile bags. Rhizosphere samples were collected by vigorously shaking the tightly bound soil attached to the roots, placed in sterile sampling bags. Triplicates of each sample were kept separately for physicochemical and heavy metal analyses. For molecular analysis, triplicates were pooled per treatment to obtain a composite sample representing each treatment-harvest combination, which was stored at &#x2212;80&#x202F;&#x00B0;C for 1&#x202F;month before DNA extraction.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Plant tissue collection</title>
<p>Plant samples were thoroughly washed under slow-running water to remove particles and air-dried for 24&#x202F;h. Both soil and plant samples designated for heavy metal analysis were oven-dried at 50&#x202F;&#x00B0;C to a constant weight.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Physicochemical and heavy metal analyses</title>
<sec id="sec9">
<label>2.6.1</label>
<title>Soil parameters analysis</title>
<p>Fresh rhizosphere samples (5&#x202F;g) were suspended in 100&#x202F;mL of deionised water to determine pH and electrical conductivity using a calibrated HACH Sension-plus multiple-parameter probe. The nutrient analysis included nitrate-nitrogen (Kjeldahl method), total phosphate (barium chloride titration), and available phosphorus (Bray-1 method). Cation exchange capacity was determined using the cation displacement method, while the percentage organic matter was determined by the Walkley-Black method.</p>
</sec>
<sec id="sec10">
<label>2.6.2</label>
<title>Heavy metal analysis</title>
<p>Dried soil and plant samples were milled and subjected to acid digestion (HNO<sub>3</sub> and HClO<sub>4</sub>; 3:1&#x202F;v/v) and analysed for Fe, Mn, As, Cd, Cu, and Zn concentrations using atomic absorption spectrophotometry (VGP 210 FAAS, Buck Scientific, United States). Quality control included certified reference materials and analytical blanks for each of the 10 samples. The limits of detection are as follows (mg/L): Fe (0.005&#x2013;0.01), Mn (0.001&#x2013;0.002), As (0.1&#x2013;0.05), Cd (0.001&#x2013;0.002), Cu (0.002&#x2013;0.005) and Zn (0.001&#x2013;0.005).</p>
</sec>
<sec id="sec11">
<label>2.6.3</label>
<title>DNA extraction and sequencing</title>
<p>Total DNA was extracted from a 0.5&#x202F;g rhizosphere sample using the PowerSoil DNA isolation kit (QIAGEN) following the manufacturer&#x2019;s instructions. DNA quality and concentration were assessed using NanoDrop spectrophotometry and gel electrophoresis. The hypervariable region (V3-V4) of the 16S rRNA was amplified using universal primers 341F and 805R. PCR products were purified, quantified and pooled for paired-end sequencing (2&#x202F;&#x00D7;&#x202F;300&#x202F;bp) on the Illumina MiSeq platform, Beijing Genomics Institute, Hong Kong.</p>
</sec>
<sec id="sec12">
<label>2.6.4</label>
<title>Data processing, community structure and network analyses</title>
<p>A total of 819,271 raw sequence reads were processed using DADA2 implemented in QIIME2 version 2023.2 (<xref ref-type="bibr" rid="ref16">Callahan et al., 2016</xref>). Quality trimming based on the following parameters (forward&#x2014;260 bases and reverse&#x2014;230 bases) yielded 442,086 high-quality reads, which were classified using the Greengenes2 database on a trained na&#x00EF;ve Bayesian classifier (<xref ref-type="bibr" rid="ref66">McDonald et al., 2022</xref>). The reads were subsampled to a depth of 26,330, and low-abundance reads (&#x003C; 0.1%) were removed during pre-processing in the Microeco R package (<xref ref-type="bibr" rid="ref59">Liu et al., 2021</xref>). Functional prediction of bacterial communities was conducted in QIIME2-picrust2, and further analysis was performed in R using ggpicrust2 (<xref ref-type="bibr" rid="ref110">Yang et al., 2023</xref>). Alpha diversity measures were calculated using observed ASVs, ACE, Chao1, Shannon, and Simpson indices. Beta diversity was assessed using Bray&#x2013;Curtis dissimilarity with PERMDISP and PERMANOVA tests for significant differences among treatments and Harvests. An ecological network was constructed using random matrix theory (RMT) with default parameters (<xref ref-type="bibr" rid="ref19">Deng et al., 2012</xref>). Network topology was analysed to identify keystone species and modular structure, and visualised in Cytoscape v3.10.3.</p>
</sec>
</sec>
<sec id="sec13">
<label>2.7</label>
<title>Statistical analysis</title>
<p>The results of the physicochemical parameters and heavy metal concentrations were analysed using SPSS version 22. The statistical differences in the mean values of the measures were distinguished using the Tukey HSD test at a 95% confidence interval. Correlations between bacterial communities and environmental variables were analysed using canonical correspondence analysis (CCA) in PAST 4.0.</p>
</sec>
<sec id="sec14">
<label>2.8</label>
<title>Bioaccumulation of heavy metals</title>
<p>The bioaccumulation factor (BAF) of heavy metals in plant tissues was estimated as follows: BAF&#x202F;=&#x202F;Xt/ Xs, where Xt and Xs represent the concentration of heavy metals in plant tissues and soil, respectively.</p>
</sec>
<sec id="sec15">
<label>2.9</label>
<title>Translocation of heavy metals</title>
<p>The translocation factor (TF) of heavy metals in plant tissues was estimated as follows: TF&#x202F;=&#x202F;X_shoot / X_root, where X_shoot and X_root represent the concentration of heavy metals in shoot and root tissues, respectively.</p>
</sec>
</sec>
<sec sec-type="results" id="sec16">
<label>3</label>
<title>Results</title>
<sec id="sec17">
<label>3.1</label>
<title>Physicochemical changes during phytoremediation</title>
<p>Rhizospheric physicochemical properties of the rhizosphere changed significantly during phytoremediation (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05; <xref ref-type="table" rid="tab1">Table 1</xref>). The pH remained acidic across all treatments, with values ranging from 4.57&#x202F;&#x00B1;&#x202F;0.10 to 0.97&#x202F;&#x00B1;&#x202F;0.03, and reduced gradually over time (H0&#x2013;H4). Specifically, pure tailings showed the most acidic conditions, while garden soil maintained relatively higher pH values. Electrical conductivity was highest at the onset (H0) across all treatments and decreased progressively over time, ranging between 102.50&#x202F;&#x00B1;&#x202F;3.53&#x202F;&#x03BC;S/cm and 291.00&#x202F;&#x00B1;&#x202F;0.14&#x202F;&#x03BC;S/cm. Nutrient levels varied significantly among treatments and over time (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05; <xref ref-type="table" rid="tab1">Table 1</xref>). Available phosphorus ranged from 28.73&#x202F;&#x00B1;&#x202F;1.03&#x202F;mg/kg to 65.89&#x202F;&#x00B1;&#x202F;1.25&#x202F;mg/kg, with garden soil consistently showing higher levels than tailing treatments. Total nitrogen content was lowest in pure tailings at the onset and first harvest (0.12&#x202F;&#x00B1;&#x202F;0.03&#x202F;mg/kg, H0 and H1) and highest in garden soil treatments (0.27&#x202F;&#x00B1;&#x202F;0.002&#x2013;0.35&#x202F;&#x00B1;&#x202F;0.05). Interestingly, sulphate levels were elevated in tailing treatments (37&#x202F;&#x00B1;&#x202F;0.00&#x202F;mg/kg&#x2013;47&#x202F;&#x00B1;&#x202F;1.40&#x202F;mg/kg) compared to garden soil (14.50&#x202F;&#x00B1;&#x202F;2.12&#x202F;mg/kg&#x2013;21.50&#x202F;&#x00B1;&#x202F;2.12&#x202F;mg/kg), reflecting the sulphur-rich mineralogy of the mine tailings. The cation exchange capacity of the rhizosphere was relatively high in garden soil, with values increasing to the second harvest, which recorded the highest value (26.32&#x202F;&#x00B1;&#x202F;1.47 cmol/Kg), followed by a decline to 16.24&#x202F;&#x00B1;&#x202F;0.34 cmol/Kg. No significant changes in cation exchange capacity were observed between H0&#x2013;H2 for the 1:1 treatment, with a significant increase at H3 (16.20&#x202F;&#x00B1;&#x202F;0.33). The percentage of organic matter in the rhizosphere reduced at first harvest but increased gradually subsequently across different treatments, with values ranging 1.94&#x202F;&#x00B1;&#x202F;0.03&#x2013;2.24&#x202F;&#x00B1;&#x202F;0.07, in garden soil, followed by 1:1 (1.24&#x202F;&#x00B1;&#x202F;0.02&#x2013;1.82&#x202F;&#x00B1;&#x202F;0.04) and pure tailing (0.41&#x202F;&#x00B1;&#x202F;0.02&#x2013;1.03&#x202F;&#x00B1;&#x202F;0.02) in descending order.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Physicochemical parameters in the rhizosphere during phytoremediation.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">Harvest</th>
<th align="center" valign="top">Conductivity (&#x03BC;S/cm)</th>
<th align="center" valign="top">pH</th>
<th align="center" valign="top">Available phosphorus (mg/Kg)</th>
<th align="center" valign="top">Total nitrogen (mg/Kg)</th>
<th align="center" valign="top">Total sulphate (mg/Kg)</th>
<th align="center" valign="top">CEC (cmol/Kg)</th>
<th align="center" valign="top">Organic matter (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="4">Garden soil</td>
<td align="center" valign="top">H0</td>
<td align="center" valign="middle">130.50&#x202F;&#x00B1;&#x202F;0.71d</td>
<td align="center" valign="middle">5.97&#x202F;&#x00B1;&#x202F;0.03c</td>
<td align="center" valign="middle">65.89&#x202F;&#x00B1;&#x202F;1.25f</td>
<td align="center" valign="middle">0.33&#x202F;&#x00B1;&#x202F;0.05c</td>
<td align="center" valign="middle">20.50&#x202F;&#x00B1;&#x202F;0.71b</td>
<td align="center" valign="top">15.49&#x202F;&#x00B1;&#x202F;0.35&#x202F;cd</td>
<td align="center" valign="top">2.23&#x202F;&#x00B1;&#x202F;0.06&#x202F;k</td>
</tr>
<tr>
<td align="center" valign="top">H1</td>
<td align="center" valign="middle">149.00&#x202F;&#x00B1;&#x202F;1.41f</td>
<td align="center" valign="middle">5.33&#x202F;&#x00B1;&#x202F;0.04b</td>
<td align="center" valign="middle">36.92&#x202F;&#x00B1;&#x202F;1.30e</td>
<td align="center" valign="middle">0.35&#x202F;&#x00B1;&#x202F;0.04c</td>
<td align="center" valign="middle">21.50&#x202F;&#x00B1;&#x202F;2.12b</td>
<td align="center" valign="top">17.02&#x202F;&#x00B1;&#x202F;0.37e</td>
<td align="center" valign="top">1.93&#x202F;&#x00B1;&#x202F;0.03i</td>
</tr>
<tr>
<td align="center" valign="top">H2</td>
<td align="center" valign="middle">121.00&#x202F;&#x00B1;&#x202F;1.40c</td>
<td align="center" valign="middle">5.28&#x202F;&#x00B1;&#x202F;0.40b</td>
<td align="center" valign="middle">45.89&#x202F;&#x00B1;&#x202F;1.25d</td>
<td align="center" valign="middle">0.27&#x202F;&#x00B1;&#x202F;0.02bc</td>
<td align="center" valign="middle">20.00&#x202F;&#x00B1;&#x202F;1.41b</td>
<td align="center" valign="top">26.32&#x202F;&#x00B1;&#x202F;1.47f</td>
<td align="center" valign="top">2.13&#x202F;&#x00B1;&#x202F;0.05j</td>
</tr>
<tr>
<td align="center" valign="top">H3</td>
<td align="center" valign="middle">111.00&#x202F;&#x00B1;&#x202F;1.44b</td>
<td align="center" valign="middle">5.38&#x202F;&#x00B1;&#x202F;0.20b</td>
<td align="center" valign="middle">36.18&#x202F;&#x00B1;&#x202F;1.67bc</td>
<td align="center" valign="middle">0.29&#x202F;&#x00B1;&#x202F;0.03bc</td>
<td align="center" valign="middle">14.50&#x202F;&#x00B1;&#x202F;2.12a</td>
<td align="center" valign="top">16.24&#x202F;&#x00B1;&#x202F;0.34d</td>
<td align="center" valign="top">2.24&#x202F;&#x00B1;&#x202F;0.07&#x202F;k</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">1:1</td>
<td align="center" valign="top">H0</td>
<td align="center" valign="middle">121.00&#x202F;&#x00B1;&#x202F;1.35c</td>
<td align="center" valign="middle">4.60&#x202F;&#x00B1;&#x202F;0.14a</td>
<td align="center" valign="middle">40.88&#x202F;&#x00B1;&#x202F;1.24e</td>
<td align="center" valign="middle">0.22&#x202F;&#x00B1;&#x202F;0.03b</td>
<td align="center" valign="middle">33.00&#x202F;&#x00B1;&#x202F;1.40d</td>
<td align="center" valign="top">14.19&#x202F;&#x00B1;&#x202F;0.30c</td>
<td align="center" valign="top">1.82&#x202F;&#x00B1;&#x202F;0.04&#x202F;h</td>
</tr>
<tr>
<td align="center" valign="top">H1</td>
<td align="center" valign="middle">181.00&#x202F;&#x00B1;&#x202F;1.50&#x202F;h</td>
<td align="center" valign="middle">4.68&#x202F;&#x00B1;&#x202F;0.25a</td>
<td align="center" valign="middle">35.57&#x202F;&#x00B1;&#x202F;0.81bc</td>
<td align="center" valign="middle">0.21&#x202F;&#x00B1;&#x202F;0.01b</td>
<td align="center" valign="middle">32.50&#x202F;&#x00B1;&#x202F;0.71d</td>
<td align="center" valign="top">14.35&#x202F;&#x00B1;&#x202F;0.31c</td>
<td align="center" valign="top">1.24&#x202F;&#x00B1;&#x202F;0.02e</td>
</tr>
<tr>
<td align="center" valign="top">H2</td>
<td align="center" valign="middle">102.50&#x202F;&#x00B1;&#x202F;3.53a</td>
<td align="center" valign="middle">4.71&#x202F;&#x00B1;&#x202F;0.16a</td>
<td align="center" valign="middle">38.82&#x202F;&#x00B1;&#x202F;1.16&#x202F;cd</td>
<td align="center" valign="middle">0.26&#x202F;&#x00B1;&#x202F;0.01bc</td>
<td align="center" valign="middle">30.50&#x202F;&#x00B1;&#x202F;0.75&#x202F;cd</td>
<td align="center" valign="top">14.11&#x202F;&#x00B1;&#x202F;0.31c</td>
<td align="center" valign="top">1.65&#x202F;&#x00B1;&#x202F;0.03&#x202F;g</td>
</tr>
<tr>
<td align="center" valign="top">H3</td>
<td align="center" valign="middle">111.00&#x202F;&#x00B1;&#x202F;1.40b</td>
<td align="center" valign="middle">4.66&#x202F;&#x00B1;&#x202F;0.08a</td>
<td align="center" valign="middle">34.94&#x202F;&#x00B1;&#x202F;1.32bc</td>
<td align="center" valign="middle">0.34&#x202F;&#x00B1;&#x202F;0.01c</td>
<td align="center" valign="middle">27.50&#x202F;&#x00B1;&#x202F;0.10c</td>
<td align="center" valign="top">16.20&#x202F;&#x00B1;&#x202F;0.33d</td>
<td align="center" valign="top">1.55&#x202F;&#x00B1;&#x202F;0.04f</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Pure tailings</td>
<td align="center" valign="top">H0</td>
<td align="center" valign="middle">171.00&#x202F;&#x00B1;&#x202F;0.35&#x202F;g</td>
<td align="center" valign="middle">4.57&#x202F;&#x00B1;&#x202F;0.10a</td>
<td align="center" valign="middle">36.19&#x202F;&#x00B1;&#x202F;1.68bc</td>
<td align="center" valign="middle">0.12&#x202F;&#x00B1;&#x202F;0.02a</td>
<td align="center" valign="middle">47.00&#x202F;&#x00B1;&#x202F;1.40f</td>
<td align="center" valign="top">14.96&#x202F;&#x00B1;&#x202F;0.24c</td>
<td align="center" valign="top">1.03&#x202F;&#x00B1;&#x202F;0.02d</td>
</tr>
<tr>
<td align="center" valign="top">H1</td>
<td align="center" valign="middle">291.00&#x202F;&#x00B1;&#x202F;0.140i</td>
<td align="center" valign="middle">4.74&#x202F;&#x00B1;&#x202F;0.06a</td>
<td align="center" valign="middle">34.81&#x202F;&#x00B1;&#x202F;0.27bc</td>
<td align="center" valign="middle">0.12&#x202F;&#x00B1;&#x202F;0.03a</td>
<td align="center" valign="middle">44.00&#x202F;&#x00B1;&#x202F;1.45f</td>
<td align="center" valign="top">11.46&#x202F;&#x00B1;&#x202F;0.26b</td>
<td align="center" valign="top">0.41&#x202F;&#x00B1;&#x202F;0.02a</td>
</tr>
<tr>
<td align="center" valign="top">H2</td>
<td align="center" valign="middle">151.00&#x202F;&#x00B1;&#x202F;1.50f</td>
<td align="center" valign="middle">4.68&#x202F;&#x00B1;&#x202F;0.11a</td>
<td align="center" valign="middle">32.84&#x202F;&#x00B1;&#x202F;1.19b</td>
<td align="center" valign="middle">0.14&#x202F;&#x00B1;&#x202F;0.02a</td>
<td align="center" valign="middle">39.00&#x202F;&#x00B1;&#x202F;1.50e</td>
<td align="center" valign="top">10.79&#x202F;&#x00B1;&#x202F;0.20a</td>
<td align="center" valign="top">0.48&#x202F;&#x00B1;&#x202F;0.01b</td>
</tr>
<tr>
<td align="center" valign="top">H3</td>
<td align="center" valign="middle">141.00&#x202F;&#x00B1;&#x202F;0.50e</td>
<td align="center" valign="middle">4.58&#x202F;&#x00B1;&#x202F;0.15a</td>
<td align="center" valign="middle">28.73&#x202F;&#x00B1;&#x202F;1.03a</td>
<td align="center" valign="middle">0.22&#x202F;&#x00B1;&#x202F;0.03b</td>
<td align="center" valign="middle">37.00&#x202F;&#x00B1;&#x202F;0.40e</td>
<td align="center" valign="top">11.92&#x202F;&#x00B1;&#x202F;0.22b</td>
<td align="center" valign="top">0.55&#x202F;&#x00B1;&#x202F;0.01c</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Mean values (means &#x00B1; standard error) with different letters indicate significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, Tukey&#x2019;s HSD test).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<label>3.2</label>
<title>Heavy metal levels in rhizosphere</title>
<p>The concentration of iron (Fe) was the highest among all metals studied, ranging from 126.00&#x202F;&#x00B1;&#x202F;1.40 to 205,142.00&#x202F;&#x00B1;&#x202F;2.82&#x202F;mg/kg (<xref ref-type="table" rid="tab2">Table 2</xref>). Metal concentrations in the rhizosphere followed a contamination gradient consistently (PT&#x202F;&#x003E;&#x202F;1:1&#x202F;&#x003E;&#x202F;GS) and decreased progressively from the onset to the final harvest (H0&#x202F;&#x003E;&#x202F;H1&#x202F;&#x003E;&#x202F;H2&#x202F;&#x003E;&#x202F;H3) across all treatments. Manganese levels were the second highest concentrations (32.50&#x202F;&#x00B1;&#x202F;0.72&#x2013;10,014.50&#x202F;&#x00B1;&#x202F;1.70&#x202F;mg/kg), while the levels of Cu, Zn, As, and Cd ranged between (31.70&#x202F;&#x00B1;&#x202F;0.42&#x2013;788.30&#x202F;&#x00B1;&#x202F;2.44&#x202F;mg/kg), Zn levels (5.00&#x202F;&#x00B1;&#x202F;0.28&#x2013;298.00&#x202F;&#x00B1;&#x202F;1.41&#x202F;mg/kg), As levels (0.30&#x202F;&#x00B1;&#x202F;0.05&#x2013;110.61&#x202F;&#x00B1;&#x202F;0.56), and Cd levels (0.39&#x202F;&#x00B1;&#x202F;0.01&#x2013;2.45&#x202F;&#x00B1;&#x202F;0.01&#x202F;mg/kg), respectively.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Mean concentrations of heavy metals in the rhizosphere of <italic>L. leucocephala</italic> during phytoremediation.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Treatment</th>
<th align="center" valign="top">Harvest</th>
<th align="center" valign="top">Fe</th>
<th align="center" valign="top">Zn</th>
<th align="center" valign="top">Cd</th>
<th align="center" valign="top">Cu</th>
<th align="center" valign="top">As</th>
<th align="center" valign="top">Mn</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="4">Garden soil</td>
<td align="center" valign="middle">H0</td>
<td align="center" valign="middle">352.50&#x202F;&#x00B1;&#x202F;3.54d</td>
<td align="center" valign="middle">13.5&#x202F;&#x00B1;&#x202F;0.71d</td>
<td align="center" valign="middle">0.07&#x202F;&#x00B1;&#x202F;0.04d</td>
<td align="center" valign="middle">87.90&#x202F;&#x00B1;&#x202F;1.56d</td>
<td align="center" valign="middle">0.48&#x202F;&#x00B1;&#x202F;0.01c</td>
<td align="center" valign="middle">79.00&#x202F;&#x00B1;&#x202F;0.14d</td>
</tr>
<tr>
<td align="center" valign="middle">H1</td>
<td align="center" valign="middle">321.00&#x202F;&#x00B1;&#x202F;1.40c</td>
<td align="center" valign="middle">9.75&#x202F;&#x00B1;&#x202F;0.35c</td>
<td align="center" valign="middle">0.04&#x202F;&#x00B1;&#x202F;0.01a</td>
<td align="center" valign="middle">57.85&#x202F;&#x00B1;&#x202F;0.50c</td>
<td align="center" valign="middle">0.37&#x202F;&#x00B1;&#x202F;0.04ab</td>
<td align="center" valign="middle">59.00&#x202F;&#x00B1;&#x202F;0.10c</td>
</tr>
<tr>
<td align="center" valign="middle">H2</td>
<td align="center" valign="middle">271.00&#x202F;&#x00B1;&#x202F;1.42b</td>
<td align="center" valign="middle">5.00&#x202F;&#x00B1;&#x202F;0.28b</td>
<td align="center" valign="middle">0.05&#x202F;&#x00B1;&#x202F;0.01bc</td>
<td align="center" valign="middle">49.35&#x202F;&#x00B1;&#x202F;1.01b</td>
<td align="center" valign="middle">0.34&#x202F;&#x00B1;&#x202F;0.09ab</td>
<td align="center" valign="middle">35.50&#x202F;&#x00B1;&#x202F;0.70b</td>
</tr>
<tr>
<td align="center" valign="middle">H3</td>
<td align="center" valign="middle">126.00&#x202F;&#x00B1;&#x202F;1.40a</td>
<td align="center" valign="middle">3.55&#x202F;&#x00B1;&#x202F;0.64a</td>
<td align="center" valign="middle">0.06&#x202F;&#x00B1;&#x202F;0.04bc</td>
<td align="center" valign="middle">31.70&#x202F;&#x00B1;&#x202F;0.42a</td>
<td align="center" valign="middle">0.30&#x202F;&#x00B1;&#x202F;0.05a</td>
<td align="center" valign="middle">32.50&#x202F;&#x00B1;&#x202F;0.72a</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">1:1</td>
<td align="center" valign="middle">H0</td>
<td align="center" valign="middle">119,952.50&#x202F;&#x00B1;&#x202F;3.54i</td>
<td align="center" valign="middle">298.00&#x202F;&#x00B1;&#x202F;1.41&#x202F;k</td>
<td align="center" valign="middle">2.15&#x202F;&#x00B1;&#x202F;0.01j</td>
<td align="center" valign="middle">788.30&#x202F;&#x00B1;&#x202F;0.44&#x202F;L</td>
<td align="center" valign="middle">54.87&#x202F;&#x00B1;&#x202F;0.52&#x202F;g</td>
<td align="center" valign="middle">8,303.50&#x202F;&#x00B1;&#x202F;2.12&#x202F;k</td>
</tr>
<tr>
<td align="center" valign="middle">H1</td>
<td align="center" valign="middle">104,151.00&#x202F;&#x00B1;&#x202F;1.40&#x202F;h</td>
<td align="center" valign="middle">116.50&#x202F;&#x00B1;&#x202F;0.71i</td>
<td align="center" valign="middle">1.63&#x202F;&#x00B1;&#x202F;0.10i</td>
<td align="center" valign="middle">560.50&#x202F;&#x00B1;&#x202F;0.71j</td>
<td align="center" valign="middle">52.17&#x202F;&#x00B1;&#x202F;0.10f</td>
<td align="center" valign="middle">7,177.00&#x202F;&#x00B1;&#x202F;1.40&#x202F;h</td>
</tr>
<tr>
<td align="center" valign="middle">H2</td>
<td align="center" valign="middle">91,260.50&#x202F;&#x00B1;&#x202F;0.71&#x202F;g</td>
<td align="center" valign="middle">50.95&#x202F;&#x00B1;&#x202F;1.34&#x202F;g</td>
<td align="center" valign="middle">0.98&#x202F;&#x00B1;&#x202F;0.02f</td>
<td align="center" valign="middle">276.90&#x202F;&#x00B1;&#x202F;0.14f</td>
<td align="center" valign="middle">48.92&#x202F;&#x00B1;&#x202F;1.30e</td>
<td align="center" valign="middle">6,824.50&#x202F;&#x00B1;&#x202F;0.70&#x202F;g</td>
</tr>
<tr>
<td align="center" valign="middle">H3</td>
<td align="center" valign="middle">15,540.50&#x202F;&#x00B1;&#x202F;0.70e</td>
<td align="center" valign="middle">50.60&#x202F;&#x00B1;&#x202F;0.85&#x202F;g</td>
<td align="center" valign="middle">0.49&#x202F;&#x00B1;&#x202F;0.01e</td>
<td align="center" valign="middle">254.35&#x202F;&#x00B1;&#x202F;0.50e</td>
<td align="center" valign="middle">32.27&#x202F;&#x00B1;&#x202F;0.38d</td>
<td align="center" valign="middle">3,149.00&#x202F;&#x00B1;&#x202F;1.40e</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="4">Pure tailings</td>
<td align="center" valign="middle">H0</td>
<td align="center" valign="middle">205,142.00&#x202F;&#x00B1;&#x202F;2.82&#x202F;L</td>
<td align="center" valign="middle">282.50&#x202F;&#x00B1;&#x202F;0.71j</td>
<td align="center" valign="middle">2.45&#x202F;&#x00B1;&#x202F;0.01&#x202F;k</td>
<td align="center" valign="middle">625.75&#x202F;&#x00B1;&#x202F;0.35&#x202F;k</td>
<td align="center" valign="middle">110.61&#x202F;&#x00B1;&#x202F;0.56&#x202F;k</td>
<td align="center" valign="middle">10,014.50&#x202F;&#x00B1;&#x202F;1.70&#x202F;L</td>
</tr>
<tr>
<td align="center" valign="middle">H1</td>
<td align="center" valign="middle">197,641.00&#x202F;&#x00B1;&#x202F;1.40&#x202F;k</td>
<td align="center" valign="middle">102.50&#x202F;&#x00B1;&#x202F;0.70&#x202F;h</td>
<td align="center" valign="middle">1.67&#x202F;&#x00B1;&#x202F;0.01i</td>
<td align="center" valign="middle">462.80&#x202F;&#x00B1;&#x202F;0.28i</td>
<td align="center" valign="middle">98.77&#x202F;&#x00B1;&#x202F;0.33j</td>
<td align="center" valign="middle">8,260.50&#x202F;&#x00B1;&#x202F;0.70j</td>
</tr>
<tr>
<td align="center" valign="middle">H2</td>
<td align="center" valign="middle">181,401.00&#x202F;&#x00B1;&#x202F;1.42j</td>
<td align="center" valign="middle">40.80&#x202F;&#x00B1;&#x202F;0.28f</td>
<td align="center" valign="middle">1.37&#x202F;&#x00B1;&#x202F;0.01&#x202F;h</td>
<td align="center" valign="middle">456.60&#x202F;&#x00B1;&#x202F;0.57&#x202F;h</td>
<td align="center" valign="middle">94.71&#x202F;&#x00B1;&#x202F;0.42i</td>
<td align="center" valign="middle">7,615.50&#x202F;&#x00B1;&#x202F;0.72i</td>
</tr>
<tr>
<td align="center" valign="middle">H3</td>
<td align="center" valign="middle">30,751.00&#x202F;&#x00B1;&#x202F;1.45f</td>
<td align="center" valign="middle">36.85&#x202F;&#x00B1;&#x202F;0.21e</td>
<td align="center" valign="middle">1.31&#x202F;&#x00B1;&#x202F;0.02&#x202F;g</td>
<td align="center" valign="middle">394.45&#x202F;&#x00B1;&#x202F;0.78&#x202F;g</td>
<td align="center" valign="middle">89.76&#x202F;&#x00B1;&#x202F;0.35&#x202F;h</td>
<td align="center" valign="middle">4,879.00&#x202F;&#x00B1;&#x202F;1.40f</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Mean values (means &#x00B1; standard error) with different letters indicate significant differences (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, Tukey&#x2019;s HSD test).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec19">
<label>3.3</label>
<title>Metal accumulation in plant tissues</title>
<p><italic>Leucaena leucocephala</italic> (Lam.) de Wit demonstrated notable capacity for metal tolerance and uptake across all treatments. Distinguished accumulation of Fe was observed in shoot tissues (14,605&#x202F;&#x00B1;&#x202F;1.40&#x202F;mg/kg) in pure tailings at the final harvest (H3), which is above the hyperaccumulation threshold of 10,000 mg/kg (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 2</xref>). Conversely, manganese showed preferential accumulation in roots, with maximum concentrations of 12,279.20&#x202F;&#x00B1;&#x202F;1.13&#x202F;mg/kg occurring in the 1:1 treatment (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>). Similarly, superior accumulation in root tissues was observed for arsenic and cadmium, indicating limited translocation to aboveground or shoot tissues. Alternatively, the accumulation of Zn was higher in shoot tissues (24.35&#x202F;&#x00B1;&#x202F;0.21&#x2013;4,699.10&#x202F;&#x00B1;&#x202F;1.40&#x202F;mg/kg) along an increasing contamination gradient (GS&#x202F;&#x003C;&#x202F;1:1&#x202F;&#x003C;&#x202F;PT), which is typical of micronutrients.</p>
</sec>
<sec id="sec20">
<label>3.4</label>
<title>Bacterial community structure and diversity</title>
<sec id="sec21">
<label>3.4.1</label>
<title>Alpha diversity</title>
<p>Bacterial community diversity showed complex temporal patterns influenced by metal contamination levels (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 3</xref>). Species richness (ACE, Chao1, Observed ASVs) gradually increased from the first harvest (H1) to the third harvest (H3) in 1:1 treatments. In contrast, peak diversity occurred at H1, followed by a temporally based decline in pure tailing. Shannon diversity ranged from 6.91 to 5.63, with pure tailing consistently maintaining higher diversity across H0&#x2013;H2.</p>
</sec>
<sec id="sec22">
<label>3.4.2</label>
<title>Beta diversity and community composition</title>
<p>Beta diversity of bacterial communities in the rhizosphere of <italic>L. leucocephala</italic> revealed distinct microbiomes along a contamination gradient (Bray-Curtis PERMANOVA: <italic>F</italic>&#x202F;=&#x202F;8.42, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, R<sup>2</sup>&#x202F;=&#x202F;0.65). Pure tailings communities were distinguished from garden soil and mixed treatments, demonstrating significant shifts in bacterial community assembly along the contamination gradient (PT&#x202F;&#x003E;&#x202F;1:1&#x202F;&#x003E;&#x202F;GS; <xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 1</xref>).</p>
<p><italic>Actinobacteria</italic>, <italic>Proteobacteria</italic>, and <italic>Acidobacteria</italic> constituted predominant bacterial phyla (70% of total abundance) across all treatments (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Specifically, <italic>Actinobacteria</italic> maintained relatively stable community proportions across all treatments and harvest periods (32.8&#x2013;37.3%). Additionally, the minor phyla showed more variable patterns relative to the extent of contamination and harvest period (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figures 2</xref><xref ref-type="supplementary-material" rid="SM1">a,b</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Relative abundance of bacterial phyla during phytoremediation.</p>
</caption>
<graphic xlink:href="fmicb-17-1745018-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Boxplot comparing Bray-Curtis distance among three groups labeled 1:1, GS, and PT. PT shows a significantly higher median and greater variability, marked with "a," while 1:1 and GS are marked with "b" and show lower, similar values.</alt-text>
</graphic>
</fig>
<p>Heatmap of the relative abundance of bacterial communities elucidated the distinct responses of <italic>Gaiella</italic>, <italic>Arthrobacter</italic>, <italic>Nocardioides</italic>, <italic>Streptomyces</italic>, <italic>Mycobacterium</italic>, <italic>Solirubacter</italic>, <italic>Desulfomonas</italic>, and <italic>Ilumatobacter</italic> to contamination gradients and temporal changes during phytoremediation (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 3</xref>).</p>
<p>Predicted functional states of bacterial communities in the rhizosphere unveiled 489 pathways, of which branched-chain amino acid production, aerobic respiration, pyruvate fermentation, and fatty acid oxidation were predominant, especially in pure tailing treatment (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 4</xref>). Predominant predicted plant-growth-promoting (PGP) functions of bacterial communities include phosphate solubilisation, vitamin production, VOC production, auxin biosynthesis, biofilm and colonisation, osmotic stress tolerance, nitrogen fixation and siderophore production, especially in pure tailing treatment (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 5</xref>). A correlation heatmap of predicted PGR functions indicated a strong, significant association between Cd and most predicted functions (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05), and a moderate correlation of Fe with siderophore production (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) in shoot accumulation (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 6</xref>). On the other hand, a strong, significant association was observed between Cd, As and Zn with most predicted PGP functions in root accumulation (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 7</xref>).</p>
</sec>
<sec id="sec23">
<label>3.4.3</label>
<title>Sequestration-associated bacterial taxa</title>
<p>Canonical correspondence analysis reveals strong associations between specific bacterial genera and patterns of metal accumulation. <italic>Arthrobacter</italic> and <italic>Gaiella</italic> showed positive correlations with Fe, Cd, As and Mn accumulation in root tissues (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 8</xref>). Similarly, the accumulation of Cd, Mn and Zn in the shoot was associated with the abundance of <italic>Mycobacterium</italic>, <italic>Arthrobacter</italic> and <italic>Gaiella</italic> (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 9</xref>).</p>
</sec>
</sec>
<sec id="sec24">
<label>3.5</label>
<title>Bacterial diversity patterns and environmental factors</title>
<p>Correlation Heatmap analysis unveiled positive associations between physicochemical parameters (pH, phosphorus, nitrogen, CEC, organic matter and sulphate levels) and bacterial diversity (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 10</xref>). Additionally, metal levels in the rhizosphere correlated negatively with species richness or abundance (ACE, Chao1, Observed ASVs).</p>
</sec>
<sec id="sec25">
<label>3.6</label>
<title>Ecological network analysis</title>
<p>Network analysis revealed three major modules comprising 81 nodes and 678 edges (<xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 4, 5</xref>). The network showed high connectivity and moderate transitivity, indicating a well-connected community with substantial redundancy. Three bacterial genera emerged as keystone species based on network centrality metrics: <italic>Arthrobacter</italic> (highest degree and eigenvector centrality), <italic>Skermanella</italic> (high betweenness centrality) and <italic>Chelatococcus</italic> (high connectivity within modules). <italic>Arthrobacter</italic> showed the highest degree (40) and eigenvector centrality (0.235), confirming its essential role in community interactions. Despite the low abundance of <italic>Skermanella</italic>, it exhibited the maximum betweenness centrality (210.45), indicating its vital role as a connector between different community modules. <italic>Actinobacteria</italic>, <italic>Proteobacteria</italic> and <italic>Acidobacteria</italic> preferentially sustained more functions within networks as connectors and module hubs compared to minor taxa, which served as peripheral nodes within and between ecological networks (<xref ref-type="supplementary-material" rid="SM2">Supplementary Figure 11</xref>).</p>
</sec>
<sec id="sec26">
<label>3.7</label>
<title>Bioaccumulation of heavy metals</title>
<p>Strong bioaccumulation of Fe and Zn occurred in roots, whereas As and Cd showed strong bioaccumulation in the shoot. Bioaccumulation of heavy metals in roots was relatively high in pure tailings and later harvests (H2&#x2013;H3; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 6</xref><xref ref-type="supplementary-material" rid="SM1">a</xref>). Zinc bioaccumulation was superior to other metals, with values ranging from 2.5&#x2013;757.43, and this was followed by Mn (0.12&#x2013;140.27), Fe (1.01&#x2013;64.62), As (0.17&#x2013;10.85), Cd (0.03&#x2013;3.37), and Cu (0.51&#x2013;11.51) in descending order. The bioaccumulation of metals in the shoot was relatively high in 1:1 and later harvests (H2&#x2013;H3; <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 6</xref><xref ref-type="supplementary-material" rid="SM1">b</xref>). The bioaccumulation of Zn was superior to other metals, with values ranging 0.38&#x2013;300.49, followed by Mn (0.77&#x2013;208.12), Fe (0.09&#x2013;48.82), As (0.11&#x2013;34.21), Cu (0.34&#x2013;12.02) and Cd (0.02&#x2013;7.42) in descending order.</p>
</sec>
<sec id="sec27">
<label>3.8</label>
<title>Translocation of heavy metals</title>
<p>The translocation of heavy metals in L. leucocephala was higher in garden soil treatments than 1:1 and pure tailings (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 7</xref>). In metallifoerus treatments (1:1 and pure tailings), Zn and Fe exhibited higher translocation, whereas moderate translocation was observed for As, Mn and Cu.</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec28">
<label>4</label>
<title>Discussion</title>
<sec id="sec29">
<label>4.1</label>
<title>Rhizosphere adaptation to metal stress</title>
<p>Abiotic factors (pH, conductivity, nutrients, and heavy metals) affect the soil&#x2019;s bacterial community composition and structure (<xref ref-type="bibr" rid="ref39">Huang et al., 2021</xref>; <xref ref-type="bibr" rid="ref61">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="ref98">Sun et al., 2018</xref>). Across all treatments, pH remained consistently acidic (4.57&#x2013;5.97), with the most extreme acidification in pure tailings. The observed acidification of the rhizosphere represents a key adaptive mechanism that enhances metal solubility and bioavailability for uptake into plant tissues (<xref ref-type="bibr" rid="ref79">Park et al., 2023</xref>; <xref ref-type="bibr" rid="ref101">Wan et al., 2023</xref>; <xref ref-type="bibr" rid="ref109">Yang et al., 2022</xref>). The electrical conductivity (EC) within the rhizosphere increased at the first harvest but decreased gradually across all treatments, and coupled with acidification, suggests active modification of the rhizosphere chemical environment through root exudates, microbial metabolites and organic acid production (<xref ref-type="bibr" rid="ref5">Amin et al., 2012</xref>; <xref ref-type="bibr" rid="ref71">Mulati et al., 2023</xref>; <xref ref-type="bibr" rid="ref75">Ni et al., 2019</xref>).</p>
<p>Progressive nutrient depletion, especially nitrogen and phosphorus, likely reflects intensive utilisation for metal transport proteins, stress response mechanisms, and cellular repair processes, which has been recognised in other research outcomes (<xref ref-type="bibr" rid="ref56">Li Q, et al., 2022</xref>; <xref ref-type="bibr" rid="ref12">Bertrand et al., 2021</xref>; <xref ref-type="bibr" rid="ref94">Skuza et al., 2022</xref>; <xref ref-type="bibr" rid="ref83">Qian et al., 2023</xref>; <xref ref-type="bibr" rid="ref7">Asare et al., 2023</xref>). Although gold mine tailings are associated with low organic matter and nutrient levels, they contain high levels of sulphur in the mineralogical sources (pyrite, galena and chalcopyrite), providing opportunities for sulphur metabolising bacteria and challenges for other bacterial communities (<xref ref-type="bibr" rid="ref38">Huang et al., 2012</xref>; <xref ref-type="bibr" rid="ref62">Lottermoser, 2011</xref>; <xref ref-type="bibr" rid="ref67">Mensah et al., 2020</xref>). Organic matter levels and CEC were higher in garden soil and 1:1 treatments than in pure tailings, although they were within normal (low&#x2013;moderate) ranges characteristic of Ghanaian soils (<xref ref-type="bibr" rid="ref10">Attiogb&#x00E9; et al., 2026</xref>; <xref ref-type="bibr" rid="ref22">Doe et al., 2022</xref>). Moreover, these levels showed low&#x2013;moderate associations with bacterial community diversity, highlighting the challenges faced by rhizosphere microbial communities, especially in pure tailings, which have limited carbon sources and poor nutrient retention capacity (<xref ref-type="bibr" rid="ref37">Hu et al., 2021</xref>).</p>
</sec>
<sec id="sec30">
<label>4.2</label>
<title>Plant performance and metal accumulation</title>
<p><italic>Leuceana leucocephala</italic> demonstrated remarkable potential in the phytoextraction of metal ions in mine tailing, achieving hyperaccumulation of Fe (10,000 mg/kg) in shoot tissues (<xref ref-type="bibr" rid="ref23">Doku et al., 2024</xref>; <xref ref-type="bibr" rid="ref43">Kahangwa et al., 2021</xref>; <xref ref-type="bibr" rid="ref44">Kang et al., 2018</xref>; <xref ref-type="bibr" rid="ref82">Petelka et al., 2019</xref>). The aggressive uptake of Fe is linked to the sequestrating activities of plant growth-promoting rhizobacteria and siderophores, which serve as a mechanism for overcoming heavy metal-induced stress (<xref ref-type="bibr" rid="ref15">Bomfim et al., 2021</xref>; <xref ref-type="bibr" rid="ref60">Liu et al., 2024</xref>; <xref ref-type="bibr" rid="ref106">Yan et al., 2020</xref>). Moreover, they have been known to secrete siderophores, phenolics, and organic acids that target the sequestration of divalent ions (Cu<sup>2+</sup>, Zn<sup>2+</sup>, Mn<sup>2+</sup> and Ca<sup>2+</sup>), chiefly Fe, to maintain vital metabolic processes (<xref ref-type="bibr" rid="ref52">Lee et al., 2023</xref>; <xref ref-type="bibr" rid="ref74">Narayanan and Ma, 2023</xref>; <xref ref-type="bibr" rid="ref85">Qu et al., 2020</xref>; <xref ref-type="bibr" rid="ref109">Yang et al., 2022</xref>).</p>
<p>The high rhizospheric concentrations of Mn (&#x003C;3,000&#x202F;mg/kg) in pure tailing and 1:1 treatments, coupled with an acidic rhizosphere, favoured preferential initial accumulation in root tissues despite the competitive limitation imposed by elevated Fe levels (<xref ref-type="bibr" rid="ref1">Abubakari et al., 2022</xref>; <xref ref-type="bibr" rid="ref30">Garcia et al., 2020</xref>; <xref ref-type="bibr" rid="ref20">Dey et al., 2023</xref>; <xref ref-type="bibr" rid="ref112">Yu et al., 2019</xref>; <xref ref-type="bibr" rid="ref108">Yang et al., 2008</xref>). Despite the high mobility of As and Cd in plant tissues, they showed preferential retention in the root, which conflicts with other reports (<xref ref-type="bibr" rid="ref43">Kahangwa et al., 2021</xref>; <xref ref-type="bibr" rid="ref70">Muehe et al., 2015</xref>; <xref ref-type="bibr" rid="ref90">Saldarriaga et al., 2023</xref>; <xref ref-type="bibr" rid="ref107">Yan et al., 2022</xref>). The minimal background concentrations, vacuolar compartmentalisation in root tissues, and mechanisms which limit translocation to protect other organs and photosynthetic tissues could account for poor shoot accumulation of Cd and As (<xref ref-type="bibr" rid="ref61">Liu et al., 2023</xref>; <xref ref-type="bibr" rid="ref64">Luo and Zhang, 2021</xref>; <xref ref-type="bibr" rid="ref31">Geng et al., 2023</xref>; <xref ref-type="bibr" rid="ref46">Khan et al., 2021</xref>; <xref ref-type="bibr" rid="ref73">Nabi et al., 2021</xref>; <xref ref-type="bibr" rid="ref92">Schneider et al., 2017</xref>). Metal accumulation generally increased over time (H0&#x202F;&#x003C;&#x202F;H1&#x202F;&#x003C;&#x202F;H2&#x202F;&#x003C;&#x202F;H3), indicating a progressive uptake capacity as plants matured and root systems expanded.</p>
</sec>
<sec id="sec31">
<label>4.3</label>
<title>Bacterial community assembly under metal selection pressure</title>
<p>The results show changing dynamics in the bacterial abundance and diversity; an initial decrease (H0&#x2013;H1) followed by an increase (H1&#x2013;H2) and a decrease (H2&#x2013;H3) demonstrates a deterministic community assembly of bacterial communities in the rhizosphere of <italic>L. leucocephala</italic> under metal stress and oligotrophic conditions during phytoremediation (<xref ref-type="bibr" rid="ref45">Khalid et al., 2023</xref>; <xref ref-type="bibr" rid="ref72">Muratova et al., 2023</xref>; <xref ref-type="bibr" rid="ref79">Park et al., 2023</xref>; <xref ref-type="bibr" rid="ref96">Sun et al., 2024</xref>). Specifically, the initial community disruption (H0&#x2013;H1) was followed by selective enrichment of metal-tolerant taxa (<italic>Nocardioides</italic> and <italic>Streptomyces</italic>), representing a notable ecological response to extreme environmental filtering. It is worth noting that the overall bacterial community abundance and diversity are lower compared to a previous report of tailings and rhizosphere of <italic>L. leucocephala</italic>, limiting the possibilities of remediating tropical gold tailings (<xref ref-type="bibr" rid="ref27">Gagnon et al., 2020</xref>; <xref ref-type="bibr" rid="ref23">Doku et al., 2024</xref>; <xref ref-type="bibr" rid="ref83">Qian et al., 2023</xref>; <xref ref-type="bibr" rid="ref99">Trov&#x00E3;o et al., 2024</xref>). The collective adverse impacts of elevated metal levels, acidification, and depleted nutrient levels, as shown by the correlation heatmap, favour deterministic assembly processes that sustain microbial survival and metal sequestration over time (<xref ref-type="bibr" rid="ref53">Lei et al., 2024</xref>; <xref ref-type="bibr" rid="ref65">Maretto et al., 2022</xref>; <xref ref-type="bibr" rid="ref87">Romero et al., 2021</xref>; <xref ref-type="bibr" rid="ref97">Sun et al., 2022</xref>). Again, the recovery of bacterial diversity at the later stages of experimentation (H2&#x2013;H3) in tailings was concomitant with the depletion of metal ions in the rhizosphere and subsequent uptake in root tissues, thus reflecting the successful adaptation and niche differentiation among surviving taxa. More so, the temporal succession pattern suggests that established phytoremediation systems may achieve greater microbial stability and functional capacity over time. Beta diversity analysis revealed significant differences among treatments, suggesting that contamination intensity drives shifts in bacterial community assembly (Guo et al., 2019; <xref ref-type="bibr" rid="ref39">Huang et al., 2021</xref>; <xref ref-type="bibr" rid="ref90">Saldarriaga et al., 2023</xref>; <xref ref-type="bibr" rid="ref113">Yu et al., 2022</xref>).</p>
</sec>
<sec id="sec32">
<label>4.4</label>
<title>Functional roles of dominant bacterial taxa</title>
<sec id="sec33">
<label>4.4.1</label>
<title>Key functional bacterial phyla during phytoremediation</title>
<p>The dominance of <italic>Actinobacteria</italic>, <italic>Proteobacteria</italic> and <italic>Acidobacteria</italic> in the rhizosphere is consistent with other reports that studied microbial dynamics during phytoremediation of metal-contaminated media (<xref ref-type="bibr" rid="ref29">Gao et al., 2021</xref>; <xref ref-type="bibr" rid="ref63">Luo et al., 2022</xref>; <xref ref-type="bibr" rid="ref72">Muratova et al., 2023</xref>; <xref ref-type="bibr" rid="ref109">Yang et al., 2022</xref>). Specifically, <italic>Actinobacteria</italic> demonstrated consistent dominance, with an approximate relative abundance of 35% across all treatments, which is attributed to a myriad of factors that sustain exceptional stress tolerance and contribute to plant growth (<xref ref-type="bibr" rid="ref29">Gao et al., 2021</xref>; Guo et al., 2019; <xref ref-type="bibr" rid="ref60">Liu et al., 2024</xref>). More so, predicted functions such as secretion of siderophores, auxins production, biofilm formation and colonisation were associated with predominant <italic>Actinobacteria</italic> in metalliferous settings (pure tailings and 1:1), which concurs with their known capabilities under extreme conditions (<xref ref-type="bibr" rid="ref3">Alvarez et al., 2017</xref>; <xref ref-type="bibr" rid="ref11">Behera and Das, 2023</xref>; <xref ref-type="bibr" rid="ref83">Qian et al., 2023</xref>).</p>
</sec>
<sec id="sec34">
<label>4.4.2</label>
<title>Key functional bacterial genera during phytoremediation</title>
<p>The relative abundance of prominent bacterial genera, <italic>including Gaiella, Arthrobacter, Nocardioides, and Streptomyces,</italic> in the rhizosphere showed unique patterns in response to metal contamination and temporal gradients (<xref ref-type="bibr" rid="ref3">Alvarez et al., 2017</xref>; <xref ref-type="bibr" rid="ref36">Hanbo et al., 2004</xref>; <xref ref-type="bibr" rid="ref76">Nkongolo et al., 2025</xref>; <xref ref-type="bibr" rid="ref77">Nosalova et al., 2022</xref>). As the most critical genus based on abundance and network centrality analysis, the populations of <italic>Arthrobacter</italic> grew along the temporal gradient and with increasing contamination. In line with predicted functions, this could indicate selective recruitment to enhance metal sorption, accumulation and transformation, which is a constitutive trait of hyperaccumulating plants (<xref ref-type="bibr" rid="ref79">Park et al., 2023</xref>; <xref ref-type="bibr" rid="ref100">Visioli et al., 2015</xref>; <xref ref-type="bibr" rid="ref103">Wu et al., 2020</xref>). The initial proliferation of <italic>Nocardioides</italic> and <italic>Streptomyces</italic> could represent an early colonisation adaptive mechanism to mitigate environmental stress, based on concomitant predicted functions such as secretion of plant-growth hormones, metal scavengers, and nitrogen fixation (<xref ref-type="bibr" rid="ref2">Ali et al., 2021</xref>; <xref ref-type="bibr" rid="ref58">Li et al., 2025</xref>; <xref ref-type="bibr" rid="ref104">Xin et al., 2023</xref>). The notable continual proliferation of <italic>Nocardioides</italic> at the second harvest suggests the ability of the rhizosphere microbiome to moderate its composition to improve nutrient levels in oligotrophic environments, tolerate metal-induced toxicity, and facilitate sequestration (<xref ref-type="bibr" rid="ref31">Geng et al., 2023</xref>; <xref ref-type="bibr" rid="ref58">Li et al., 2025</xref>; <xref ref-type="bibr" rid="ref102">Wang et al., 2022</xref>). Unlike <italic>Arthrobacter</italic>, <italic>Gaiella</italic> populations generally decreased across all treatments; however, these bacteria showed strong associations with metal (Fe, Mn, Cd, and As) sequestration into plant tissues. The spike in <italic>Arthrobacter</italic> populations at the final harvest in pure tailings concomitant with the accumulation of metals in the shoot could be attributed to its transforming into non-toxic forms, thus inducing metal uptake and translocation into plant tissues (<xref ref-type="bibr" rid="ref8">Asatiani et al., 2018</xref>; <xref ref-type="bibr" rid="ref32">Guo D, et al., 2019</xref>; <xref ref-type="bibr" rid="ref47">Khoshru et al., 2023</xref>; <xref ref-type="bibr" rid="ref86">Rom&#x00E1;n-Ponce et al., 2018</xref>; <xref ref-type="bibr" rid="ref89">Saharan et al., 2023</xref>).</p>
</sec>
<sec id="sec35">
<label>4.4.3</label>
<title>Ecological network implications for system stability</title>
<p>The identification of keystone species through network analysis provides crucial insights for the manipulation strategies. The topological features unveil the relevance of low-abundance minor genera such as <italic>Skermanella</italic> and <italic>Chelatococcus</italic> in maintaining key ecological functions attributed to their capacity to improve nitrogen levels and facilitate metal sequestration despite their sensitivity to metal contamination in oligotrophic environments (<xref ref-type="bibr" rid="ref54">Li et al., 2016</xref>; <xref ref-type="bibr" rid="ref57">Li et al., 2024</xref>; <xref ref-type="bibr" rid="ref81">Paul et al., 2024</xref>; <xref ref-type="bibr" rid="ref105">Xu et al., 2024</xref>). Thus, <italic>Arthrobacter</italic>, <italic>Skermanella</italic> and <italic>Chelatococcus</italic> represent high-priority targets for developing bacterial inoculants, as their network positions suggest a disproportionate influence on community stability and function (<xref ref-type="bibr" rid="ref14">Bhat et al., 2022</xref>; <xref ref-type="bibr" rid="ref26">Fern&#x00E1;ndez-Gonz&#x00E1;lez et al., 2017</xref>; <xref ref-type="bibr" rid="ref28">Galani et al., 2024</xref>). Moreover, the within-module roles of <italic>Actinobacteria</italic>, <italic>Proteobacteria</italic>, and <italic>Acidobacteria</italic> as major connectors and module hubs indicate their specialised community functions, promoting nutrient cycling, metal transformation, and plant support (<xref ref-type="bibr" rid="ref17">Che et al., 2022</xref>; <xref ref-type="bibr" rid="ref24">Duan et al., 2021</xref>; <xref ref-type="bibr" rid="ref96">Sun et al., 2024</xref>). The peripheral network roles of <italic>Chloroflexi</italic>, <italic>Firmicutes</italic>, <italic>Gemmatimonadetes</italic>, and <italic>Bacteroidetes</italic> distinguish their activities in maintaining network integrity and functions in the remediation of mine tailings (<xref ref-type="bibr" rid="ref19">Deng et al., 2012</xref>; <xref ref-type="bibr" rid="ref34">Guo et al., 2022</xref>; <xref ref-type="bibr" rid="ref68">Meyer et al., 2020</xref>).</p>
</sec>
</sec>
<sec id="sec36">
<label>4.5</label>
<title>Practical implications for mine tailing rehabilitation</title>
<p>The findings of this research are relevant to improving microbiome-enhanced phytoremediation strategies, including the development of bacterial inoculants using <italic>Arthrobacter</italic>, <italic>Gaiella</italic>, <italic>Streptomyces</italic>, and <italic>Nocardioides</italic>. Additionally, improving soil nutrient levels and pH promotes the selective growth of beneficial microbiomes and the utilisation of microbial dynamics to monitor the progress of phytoremediation efforts.</p>
</sec>
<sec id="sec37">
<label>4.6</label>
<title>Study limitations and future perspectives</title>
<p>While the study provides valuable insights into bacterial community diversity during the phytoremediation of tailings, initial nursing in the greenhouse may not accurately capture field conditions, such as weather variability and soil heterogeneity. Moreover, using composite samples for metagemoic profiling limit the robustness of statistical analysis of bacterial communities, whereas predicted functional roles may not accurately capture the exact contributions provided by culture-based methods. Again, the three-month sampling period intervals targeted long-term dynamics but may have missed shorter-term dynamics important for understanding community assembly.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec38">
<label>5</label>
<title>Conclusion</title>
<p>This study provides comprehensive insights into the rhizosphere dynamics that support the phytoremediation of multiple metal-contaminated mine tailings by <italic>Leucaena leucocephala</italic>. Thus, our findings demonstrate that successful phytoremediation depends on coordinated plant-microbe adaptations, such as acidification and nutrient cycling, that alter rhizosphere chemistry, selectively enrich metal-tolerant bacterial taxa, and improve metal uptake into plant tissues.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec39">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="sec40">
<title>Author contributions</title>
<p>ETD: Conceptualization, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. EJDB: Conceptualization, supervision, Writing &#x2013; review &#x0026; editing. AAS: Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec41">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec42">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec43">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec44">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2026.1745018/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2026.1745018/full#supplementary-material</ext-link></p>
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<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/337633/overview">Decai Jin</ext-link>, Chinese Academy of Sciences (CAS), China</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/300500/overview">Pablo Lobos-Ruiz</ext-link>, University of Chile, Chile</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3126408/overview">Toquier Azam</ext-link>, Southwest University of Science and Technology, China</p>
</fn>
</fn-group>
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