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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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2026.1773863</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Multi-guild microbial cooperation sustains long-term anaerobic toluene degradation through sulfur cycling</article-title>
</title-group>
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<name><surname>Matturro</surname> <given-names>Bruna</given-names></name>
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<aff id="aff1"><label>1</label><institution>Water Research Institute (IRSA), National Research Council (CNR)</institution>, <city>Rome</city>, <country country="it">Italy</country></aff>
<aff id="aff2"><label>2</label><institution>National Biodiversity Future Center</institution>, <city>Palermo</city>, <country country="it">Italy</country></aff>
<aff id="aff3"><label>3</label><institution>Department for Innovation in Biological, Agro-Food and Forest Systems (DIBAF), University of Tuscia</institution>, <city>Viterbo</city>, <country country="it">Italy</country></aff>
<aff id="aff4"><label>4</label><institution>Area of Microbiology, Department of Functional Biology and Environmental Biogeochemistry and Raw Materials Group, University of Oviedo</institution>, <city>Oviedo</city>, <country country="es">Spain</country></aff>
<aff id="aff5"><label>5</label><institution>Institute of Biotechnology of Asturias (IUBA), University of Oviedo</institution>, <city>Oviedo</city>, <country country="es">Spain</country></aff>
<author-notes>
<corresp id="c001"><label>&#x0002A;</label>Correspondence: Bruna Matturro, <email xlink:href="mailto:bruna.matturro@irsa.cnr.it">bruna.matturro@irsa.cnr.it</email></corresp>
<fn fn-type="equal" id="fn001"><label>&#x02020;</label><p>These authors share first authorship</p></fn></author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-03">
<day>03</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1773863</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>06</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2026 Matturro, Tucci, Firrincieli, Niccolini, Pe&#x000F1;a-&#x000C1;lvarez, Resitano, Trinchillo, Pel&#x000E1;ez, Rossetti, Petruccioli, Viggi and Aulenta.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Matturro, Tucci, Firrincieli, Niccolini, Pe&#x000F1;a-&#x000C1;lvarez, Resitano, Trinchillo, Pel&#x000E1;ez, Rossetti, Petruccioli, Viggi and Aulenta</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-03">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>
<p>Anaerobic degradation of aromatic hydrocarbons such as toluene plays a critical role in the natural and engineered attenuation of contaminated environments. Here, we developed and characterized a microbial consortium enriched under strictly anoxic conditions, capable of sustained toluene degradation through sulfate reduction. By integrating biodegradation kinetics, long-read 16S rRNA profiling, and genome-resolved metagenomics, we elucidated the structure and function of a multi-guild community. The consortium was co-dominated by <italic>Desulfoprunum</italic>, a sulfate-reducing bacterium (SRB), and <italic>Sulfurovum</italic>-affiliated sulfur oxidizers (&#x0007E;34% each), with additional members including <italic>Stenotrophomonas, Achromobacter</italic>, and <italic>Stutzerimonas</italic>. Such co-dominance appears uncommon, as sulfate-reducing enrichments are often characterized by low diversity and the predominance of a single lineage, such as <italic>Desulfobacula</italic> or <italic>Desulfosarcina</italic> in marine systems. Genome-resolved analyses recovered seven metagenome-assembled genomes (MAGs) with distinct but complementary metabolic roles. <italic>Desulfoprunum</italic> encoded the fumarate-addition pathway (<italic>bss/bbs</italic>) for anaerobic toluene activation and dissimilatory sulfate reduction (<italic>aprAB, dsrAB</italic>). In contrast, <italic>Sulfurovum</italic> and several <italic>Gammaproteobacteria</italic> encoded sulfide:quinone oxidoreductase (<italic>sqr</italic>), coupling H<sub>2</sub>S detoxification to energy conservation, while a <italic>Moranbacterales</italic> MAG carried a putative sulfhydrogenase (<italic>hydAB</italic>) potentially catalyzing elemental sulfur (S&#x000B0;) reduction. Additional MAGs encoded assimilatory sulfate reduction (<italic>cys</italic>), suggesting integration of sulfur into biosynthetic pathways. Together, these features are consistent with the presence of a putative distributed sulfur redox loop, in which biogenic H<sub>2</sub>S may be recycled via oxidation and reduction reactions mediated by co-occurring taxa. This sulfur loop is hypothesized to contribute to buffering sulfide toxicity and stabilize redox dynamics, thereby potentially supporting long-term toluene degradation under sulfidic conditions. Our findings highlight anaerobic degradation as a community-driven process enabled by sulfur-cycling interactions. By revealing the role of cryptic sulfur cycling in stabilizing hydrocarbon degradation, this work offers a new framework for designing bioremediation strategies in contaminated anoxic environments.</p></abstract>
<kwd-group>
<kwd>anaerobic biodegradation</kwd>
<kwd>environmental microbiology</kwd>
<kwd>hydrocarbon-contaminated aquifers</kwd>
<kwd>metagenomics</kwd>
<kwd>sulfate-reducing bacteria</kwd>
<kwd>sulfur redox cycling</kwd>
<kwd>syntrophic consortia</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="3"/>
<ref-count count="41"/>
<page-count count="10"/>
<word-count count="6522"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Extreme Microbiology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Petroleum hydrocarbons, including monoaromatic compounds like toluene, are pervasive contaminants in soils, sediments, and aquifers, arising from extraction, refining, storage, and accidental releases (<xref ref-type="bibr" rid="B26">Mekonnen and Aragaw, 2024</xref>). Among these, toluene is of particular concern due to its high solubility, mobility, and toxicity, which make it a frequent driver of groundwater contamination and particularly persistent in anoxic aquifers (<xref ref-type="bibr" rid="B9">Christensen et al., 2000</xref>; <xref ref-type="bibr" rid="B41">Zanello and Scherger, 2021</xref>). Understanding the mechanisms of toluene biodegradation is therefore central to predicting natural attenuation, designing remediation strategies, and advancing knowledge of subsurface microbial processes (<xref ref-type="bibr" rid="B25">Meckenstock et al., 2015</xref>; <xref ref-type="bibr" rid="B36">Tucci et al., 2022</xref>). While aerobic toluene degradation is well established, oxygen is rapidly depleted in contaminated plumes, shifting metabolism to anaerobic pathways (<xref ref-type="bibr" rid="B3">Beller et al., 1992</xref>; <xref ref-type="bibr" rid="B23">Lovley, 1995</xref>). Under oxygen-limited conditions, hydrocarbons can be degraded using alternative terminal electron acceptors, such as nitrate, ferric iron, sulfate, and carbon dioxide (<xref ref-type="bibr" rid="B11">Hern&#x000E1;ndez-Ospina et al., 2024</xref>; <xref ref-type="bibr" rid="B6">Castro et al., 2022</xref>). Among these, sulfate is particularly relevant in both aquifers and marine settings (<xref ref-type="bibr" rid="B38">Widdel, 2001</xref>; <xref ref-type="bibr" rid="B31">Rabus et al., 2016</xref>). Sulfate-reducing bacteria (SRB) oxidize toluene via the fumarate addition pathway, catalyzed by benzylsuccinate synthase (BssA), with intermediates funneled through the benzoyl-CoA pathway before complete mineralization to CO<sub>2</sub> (<xref ref-type="bibr" rid="B4">Beller et al., 1996</xref>). Sulfate is reduced to sulfide by enzymes such as ATP sulfurylase (Sat), adenosine-5&#x02032;-phosphosulfate reductase (AprAB), and dissimilatory sulphite reductase (DsrAB). However, the concomitant production of sulfide can inhibit microbial activity and destabilize the degradation process (<xref ref-type="bibr" rid="B2">Beller, 1995</xref>).</p>
<p>Recent advances in microbial ecology have shown that sulfide does not necessarily accumulate but can be rapidly re-oxidized by sulfur-oxidizing bacteria, establishing a cryptic sulfur cycle, referred to as a cryptic sulfur loop, where reduced and oxidized sulfur species are rapidly cycled with minimal net accumulation (<xref ref-type="bibr" rid="B5">Canfield et al., 2010</xref>; <xref ref-type="bibr" rid="B12">Holmkvist and Ferdelman, 2011</xref>; <xref ref-type="bibr" rid="B17">J&#x000F8;rgensen and Findlay, 2019</xref>). While well documented in marine sediments and oxygen minimum zones, the relevance of such tightly coupled sulfur redox interactions in hydrocarbon-degrading consortia remains underexplored. Evidence suggests that anaerobic hydrocarbon degradation is not performed by SRB alone, but emerges from cooperative interactions among SRB, sulfur oxidizers, and facultative heterotrophs, which collectively stabilize metabolism under energy-limited conditions (<xref ref-type="bibr" rid="B24">Matturro and Ubaldi, 2016</xref>; Cruz <xref ref-type="bibr" rid="B37">Viggi et al., 2017</xref>; <xref ref-type="bibr" rid="B40">Wu et al., 2021</xref>).</p>
<p>In this study, we combined biodegradation kinetics, long-read 16S rRNA sequencing and metagenome-assembled genomes (MAGs) to investigate the microbial ecology of a toluene-degrading enrichment culture from a contaminated aquifer under sulfate-reducing conditions. This integrated approach allowed us to link kinetic performance with taxonomic structure and metabolic potential, uncovering a possible case of distributed cryptic sulfur cycle that contributes to fuel and stabilize hydrocarbon degradation. Indeed, our results reveal that toluene degradation under sulfate-reducing conditions is enabled by a cooperative microbial network that supports a cryptic sulfur cycle, contributing to the long-term stability of the process. By embedding toluene degradation within broader sulfur cycling networks, our findings extend the concept of cryptic sulfur cycling to anthropogenically impacted environments, with implications for both microbial ecology and applied bioremediation.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Reagents and solutions</title>
<p>All chemicals used were of analytical grade and sourced from Merck KGaA (Darmstadt, Germany). De-ionized water (Millipore, Darmstadt, Germany) was utilized for preparing the mineral medium, the analytical standards, and all other solutions.</p>
</sec>
<sec>
<title>Microbial culture</title>
<p>A bench-scale anaerobic bioreactor (total volume: 250 mL) was filled with 180 mL of mineral medium and inoculated with 20 mL of groundwater collected from a petrochemical-contaminated aquifer in Italy. The composition of the mineral medium is reported in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>. Upon setup, the bioreactor was purged with pure nitrogen gas (N<sub>2</sub>) to establish anaerobic conditions. Toluene was the sole carbon and energy source and periodically spiked to reach a final concentration of 0.15 mM at the beginning of each feeding cycle. Each feeding cycle ended when toluene was almost completely degraded. Sulfate was also periodically added to a final concentration of 2 mM per cycle as the terminal electron acceptor. The culture was maintained under at room temperature (22 &#x000B1; 3 &#x000B0;C) under continuous mixing, with pH kept constant at 7.2 &#x000B1; 0.3.</p>
</sec>
<sec>
<title>Sulfate reduction inhibition experiment</title>
<p>In order to confirm that the removal of toluene was coupled with the reduction of sulfate, microcosm experiments were set up in serum bottles (vol: 60 mL), containing 15mL of mineral medium and inoculated with 10mL of the microbial culture described in the previous paragraph after 150 days of enrichment. Oxygen was eliminated by N<sub>2</sub> purging, and toluene and sulfate were added at a final concentration of 0.15mM and 2mmol/L respectively. Two kinds of treatments were implemented: in the first type, sodium molibdate was added (final concentration of 20Mm), while in the second (i.e., control) no molibdate was added. Molybdate is a well-known selective inhibitor reduction (<xref ref-type="bibr" rid="B15">Isa, 2004</xref>). The microcosms were kept under constant mixing by means of a magnetic stirrer and incubated at room temperature (22 &#x000B1; 3 &#x000B0;C). Throughout the whole study, the pH was kept constant at 7.2 &#x000B1; 0.3. Sulfate and toluene concentrations were monitored throughout the experiment.</p>
</sec>
<sec>
<title>Chemical analyses</title>
<p>The presence of O<sub>2</sub>, H<sub>2</sub>, and CH<sub>4</sub> was monitored by analyzing gaseous samples with a gas-chromatograph (Agilent 8860, GC system USA) equipped with a thermal conductivity detector (TCD). Toluene concentrations were measured by analyzing gaseous samples with a gas-chromatograph (Agilent 8860, GC system USA) equipped with a flame ionization detector (FID). Acetate concentrations were determined by injecting 1 &#x003BC;L of filtered (0.2 &#x003BC;m) and acidified (10 % vol/vol with 0.3 M oxalic acid) liquid samples, into a gas-chromatograph (Agilent 8860, GC system USA) equipped with a flame ionization detector (FID). The methods used for GC analysis, are reported in the Supporting Information (Tab. S2). Sulfate concentrations were determined by injecting a liquid sample (filtered, 0.22 &#x003BC;m porosity) into an ion chromatograph (IonPac AS14 analytical column, Dionex DX-100 system, Dionex Corp., Sunnyvale, CA, USA).</p>
</sec>
<sec>
<title>DNA extraction and sequencing</title>
<p>Liquid sample (50 mL) of the culture were collected at steady state with a sterile syringe, filtered through hydrophilic polycarbonate membranes (0.2 &#x003BC;m pore size, 25 mm diameter, Millipore, Italy) and immediately processed for DNA extraction using the DNeasy PowerLyzer PowerSoil Kit (QIAGEN), following the manufacturer&#x00027;s protocol. DNA concentration (&#x0003E;100 ng/&#x003BC;L) and purity were assessed with the Qubit dsDNA HS Assay Kit and on the NanoDrop One device (both from Thermo Fisher Scientific, USA). DNA size distribution was analyzed using Genomic DNA ScreenTapes on the Agilent Tapestation 4200 (Agilent, USA). DNA was then used for long amplicon sequencing through 16S rRNA targeted and untargeted metagenomics. Amplicon libraries targeting the bacterial 16S rRNA gene were prepared using the Oxford Nanopore 16S Barcoding Kit (SQK-16S024, Oxford Nanopore Technology, ONT), according to the manufacturer&#x00027;s instructions. The genomic library was loaded onto a FLO-MIN106D flow cell (R9.4.1 chemistry) and sequenced using the MinION Mk1B device (Oxford Nanopore Technology, ONT). For shotgun metagenomics, barcoded SQK-NBD114.96 DNA libraries were prepared with minor modifications to the manufacturer&#x00027;s protocol (Oxford Nanopore Technologies, United Kingdom). The libraries were loaded onto primed FLO-PRO114M (R10.4.1) flow cells and sequenced on a PromethION P24 device running MinKNOW Release 24.02.19. Signal data was basecalled and demultiplexed using Dorado basecall server v. 7.3.11 (Oxford Nanopore Technologies) with the super-accurate (SUP) algorithm (dna_r10.4.1_e8.2_400bps_5khz_sup.cfg). Residual adapters and low-quality reads were trimmed using nanoq v. 0.10.0 with parameters -q 15, -l 1000, -S 150 and -E 150 to remove the first and last 150 bp of each read, along with any reads below q15 and length 1000 bp (<xref ref-type="bibr" rid="B35">Steinig, 2022</xref>).</p>
<p>The raw sequencing reads and metagenome-assembled genomes (MAGs) generated in this study have been deposited in NCBI under BioProject accession PRJNA1250843.</p>
</sec>
</sec>
<sec id="s3">
<title>Bioinformatics</title>
<sec>
<title>Nanopore long-read 16S rRNA amplicon sequencing and taxonomic profiling</title>
<p>Reads from 16S rRNA long amplicon sequencing were basecalled and demultiplexed using MinKNOW Guppy Dorado 7.3.9, employing the super-accurate basecalling algorithm (configurations: dna_r10.4.1_400bps_sup.cfg and dna_r9.4.1_450bps_sup.cfg). Bacterial 16S rRNA reads were filtered by length and quality using Chopper v0.8.0 (<ext-link ext-link-type="uri" xlink:href="https://github.com/wdecoster/chopper">https://github.com/wdecoster/chopper</ext-link>), applying a minimum quality score of 9 and selecting reads between 1400 and 1700 bp. Taxonomic assignment and abundance calculations were performed using EMU v3.4.5 (<xref ref-type="bibr" rid="B10">Curry et al., 2022</xref>) with the Silva NR99 database v138.2.</p>
</sec>
<sec>
<title>Metagenome assembly</title>
<p>Metagenome assemblies were generated using flye v. 2.9.4 with the parameters &#x02013;meta and &#x02013;extra-params min_read_cov_cutoff=5 (<xref ref-type="bibr" rid="B20">Kolmogorov et al., 2020</xref>). The assemblies were polished once using medaka v. 1.11.3 (<ext-link ext-link-type="uri" xlink:href="https://github.com/nanoporetech/medaka">https://github.com/nanoporetech/medaka</ext-link>) and contigs shorter than 1,000 bp were removed using seqkit v. 2.8.2 (<xref ref-type="bibr" rid="B34">Shen et al., 2016</xref>).</p>
</sec>
<sec>
<title>MAG Binning and functional annotation</title>
<p>Metagenome-assembled genomes (MAGs) were binned with SemiBin v. 2.1.0 (&#x02013;self-supervised, &#x02013;sequencing-type long_read, &#x02013;minfasta-kbs 500) using a self-supervised contrastive learning algorithm (<xref ref-type="bibr" rid="B29">Pan and Zhao, 2023</xref>). Inter-assembly MAG dereplication was performed using the drep v. 3.5.0 dereplicate workflow (-comp 50 -con 9.99 -p -l 500000) alongside checkm2 v. 1.0.2 (<xref ref-type="bibr" rid="B28">Olm et al., 2017</xref>; <xref ref-type="bibr" rid="B8">Chklovski et al., 2023</xref>). Dereplicated MAGs with a minimum completeness of 50% and contamination below 10% were functionally annotated with DRAM v.0.1.2 via KBase (<xref ref-type="bibr" rid="B32">Shaffer et al., 2020</xref>).</p>
</sec>
<sec>
<title>MAG classification and phylogenomic analysis</title>
<p>The tool gtdbtk v. 2.4.0 was used to taxonomically classify MAGs against the Genome Taxonomy Database (GTDB) release 220 [<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/bioinformatics/btz848">https://doi.org/10.1093/bioinformatics/btz848</ext-link>]. Maximum likelihood phylogenomic tree was generated with GTDB-tk de-novo workflow through the identification, alignment, and concatenation of 120 phylogenetically informative marker genes (bac120). The resulting alignment file was finally analyzed in IQ-TREE (10.1093/molbev/msu300) to compute a maximum likelihood phylogenetic tree under the Whelan and Goldman (WAG) model with 1000 pseudo-bootstrap replicates (<xref ref-type="bibr" rid="B1">Aroney et al., 2025</xref>; <xref ref-type="bibr" rid="B7">Chaumeil et al., 2020</xref>; <xref ref-type="bibr" rid="B27">Nguyen et al., 2015</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>Calculations</title>
<p>The reaction describing the complete oxidation of toluene under sulfate-reducing conditions, not accounting for biomass growth, is reported below:</p>
<disp-formula id="EQ1"><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mn>2</mml:mn><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mn>7</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mn>8</mml:mn></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>9</mml:mn><mml:msubsup><mml:mrow><mml:mtext>&#x000A0;</mml:mtext><mml:mi>S</mml:mi><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mo>-</mml:mo></mml:mrow></mml:msubsup><mml:mo>&#x02192;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>14</mml:mn><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>C</mml:mi><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:mn>9</mml:mn><mml:mtext>&#x000A0;</mml:mtext><mml:msup><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>&#x0002B;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>4</mml:mn><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mi>O</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:math><label>(1)</label></disp-formula>
<p>To calculate the millimoles of electron equivalents (meq) generated by the complete oxidation of toluene to carbon dioxide, the following stoichiometric equation was used:</p>
<disp-formula id="EQ2"><mml:math id="M2"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mn>7</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mn>8</mml:mn></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:mn>14</mml:mn><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mi>O</mml:mi><mml:mo>&#x02192;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>7</mml:mn><mml:mtext>&#x000A0;</mml:mtext><mml:mi>C</mml:mi><mml:msub><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>36</mml:mn><mml:mtext>&#x000A0;</mml:mtext><mml:msup><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mo>&#x0002B;</mml:mo></mml:mrow></mml:msup><mml:mo>&#x0002B;</mml:mo><mml:mn>36</mml:mn><mml:mtext>&#x000A0;</mml:mtext><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup></mml:mtd></mml:mtr></mml:mtable></mml:math><label>(2)</label></disp-formula>
<p>According to this equation, the factor used to convert the millimoles of toluene in milliequivalents is 36. Similarly, the millimoles of electron equivalents needed for sulfate reduction were calculated with a similar approach, using the following stoichiometric equations:</p>
<disp-formula id="EQ3"><mml:math id="M3"><mml:mtable class="eqnarray" columnalign="left"><mml:mtr><mml:mtd><mml:mi>S</mml:mi><mml:msubsup><mml:mrow><mml:mi>O</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mo>-</mml:mo></mml:mrow></mml:msubsup><mml:mo>&#x0002B;</mml:mo><mml:mn>8</mml:mn><mml:msup><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mo>&#x0002B;</mml:mo></mml:mrow></mml:msup><mml:mo>&#x0002B;</mml:mo><mml:mn>8</mml:mn><mml:mtext>&#x000A0;</mml:mtext><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>&#x02192;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:msup><mml:mrow><mml:mi>S</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mo>-</mml:mo></mml:mrow></mml:msup><mml:mo>&#x0002B;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:mn>4</mml:mn><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mi>O</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:math><label>(3)</label></disp-formula>
<p>Accordingly, the factor used to convert the millimoles of sulfate in milliequivalents is 8.</p>
</sec>
<sec id="s5">
<title>Results and Discussion</title>
<p>The integration of biodegradation kinetics with genome-resolved metagenomics provided insights into the kinetic, functional, and the ecological characteristics of a toluene-degrading enrichment culture under sulfate-reducing conditions. We firstly described the kinetic characterization of toluene degradation and sulfate reduction, followed by the analysis of microbial community composition and functional genomic potential. This combined approach allowed us not only to resolve the metabolic basis of the enrichment but also to link degradation performance to taxonomic structure and metabolic interactions. Finally, we highlight how ecological processes, in particular cryptic sulfur cycling, underpin hydrocarbon degradation and contribute to the long-term stability of the consortium due to the multi-guild bacterial cooperation, with broader implications for understanding the ecological role of sulfur cycling in hydrocarbon-impacted environments.</p>
<sec>
<title>Toluene degradation kinetics and sulfate reduction</title>
<p>The temporal dynamics of toluene and sulfate concentrations over 170 days of operation are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. After an initial startup phase (feeding cycle 1), toluene degradation rates increased significantly and remained stable in subsequent feeding cycles, indicating successful acclimation of the microbial consortium. Throughout the experiment, toluene degradation was consistently coupled to sulfate reduction, confirming the role of SO4<sup>2&#x02212;</sup> as the terminal electron acceptor for anaerobic toluene oxidation. During the 8th feeding cycle, the toluene and sulfate loads were doubled to test the robustness of the system. As a result, this perturbation caused a temporary decline in degradation rates, most likely due to toluene toxicity effects. However, from cycle 9 onward, when the initial substrate concentrations were restored, both toluene biodegradation and sulfate reduction fully recovered, returning to pre-inhibition levels. Excluding the startup phase (cycle 1) and the inhibited phase (cycle 8), the toluene removal rate remained stable, averaging 19.1 &#x000B1; 1.2 &#x003BC;mol L<sup>&#x02212;1</sup> d<sup>&#x02212;1</sup> (<xref ref-type="fig" rid="F1">Figure 1C</xref>). Throughout the entire experimental period, O<sub>2</sub> was always below the detection limit, confirming strictly anaerobic conditions, and H<sub>2</sub> and CH4 were not detected or remained at negligible levels. Additionally, acetate concentrations remained consistently below 5 mg L<sup>&#x02212;1</sup>, indicating that it did not accumulate to a significant extent (data not shown).</p>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p>Temporal profiles of <bold>(A)</bold> toluene concentration and <bold>(B)</bold> sulfate concentration (expressed as milliequivalents). <bold>(C)</bold> Toluene removal rate per feeding cycle, expressed as &#x003BC;mol of toluene removed per day per unit liquid volume of the bioreactor. The average removal rate calculation excludes cycles 1 and 8, as the former represents the startup phase, while the latter was affected by toluene inhibition.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1773863-g0001.tif">
<alt-text content-type="machine-generated">Three-panel scientific graphic with line graphs and a bar chart. Panel A shows toluene concentration decreasing over time with blue circles and downward triangles indicating toluene spikes. Panel B depicts sulfate concentration dropping over time with red circles and triangles marking sulfate spikes. Panel C presents a bar chart of toluene removal rates per cycle, with most values above the dashed threshold line except for two lower gray bars.</alt-text>
</graphic>
</fig>
<p>From stoichiometric analysis of toluene consumption and sulfate reduction, we found that the observed cumulative sulfate consumption was approximately 1.9 &#x000B1; 0.3 times higher than the theoretical value expected for complete oxidation of toluene to CO<sub>2</sub> coupled to sulfate reduction. This imbalance can be attributed to &#x0201C;futile&#x0201D; redox cycles that dissipate the excess of reducing potential by consuming electron acceptors without contributing directly to substrate oxidation (<xref ref-type="bibr" rid="B33">Sharma and Khandelwal, 2024</xref>). It was recently reported that futile sulfur metabolism can be employed as strategy to achieve rapid sulfide detoxification while maintaining intracellular redox homeostasis under substrate-excess conditions (<xref ref-type="bibr" rid="B16">Jia et al., 2026</xref>).</p>
<p>To further confirm that the removal of toluene was coupled with the reduction of sulfate, we conducted a targeted experiment where molibdate was employed as selective inhibitor of sulfate reduction in a microcosm inoculated using the original enriched culture. As a result, negligible degradation was observed in a microcosm containing molibdate, while clear toluene removal occurred in the molibdate-free control (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>).</p>
</sec>
<sec>
<title>Community composition and functional potential from MAGs</title>
<p>Long-read 16S rRNA sequencing revealed a selected and low-complexity microbial consortium, co-dominated by <italic>Desulfoprunum</italic> (&#x0007E;34%) and <italic>Sulfurovum</italic>-affiliated sulfur oxidizers (<italic>Sulfurovaceae</italic>, &#x0007E;34%), with minor contributions from <italic>Stenotrophomonas</italic> and <italic>Achromobacter</italic> spp. (&#x0003C; 10% each) and <italic>Pseudomonas, Rhizobium, Bacillus, Variovorax</italic>, and <italic>Brevundimonas</italic> (&#x0003C; 2%) (<xref ref-type="fig" rid="F2">Figure 2</xref>). Such a co-dominance pattern is unusual, as sulfate-reducing enrichments are typically dominated by a single SRB lineage, such as <italic>Desulfobacula</italic> or <italic>Desulfosarcina</italic> in marine sediments, or <italic>Desulfobulbaceae</italic> in hydrocarbon-contaminated sites (<xref ref-type="bibr" rid="B4">Beller et al., 1996</xref>; <xref ref-type="bibr" rid="B38">Widdel, 2001</xref>; <xref ref-type="bibr" rid="B19">Kleinsteuber and Schleinitz, 2012</xref>; <xref ref-type="bibr" rid="B31">Rabus et al., 2016</xref>). Interestingly, the co-occurrence of SRB (<italic>Desulfoprunum</italic>), responsible for toluene degradation via dissimilatory sulfate reduction, and <italic>Sulfurovum</italic>-affiliated taxa, known to oxidize sulfide to sulfur, suggests a potential stabilizing mechanisms that may help mitigate the toxic effects of H<sub>2</sub>S, a byproduct of sulfate reduction, thereby supporting long-term toluene degradation.</p>
<fig position="float" id="F2">
<label>Figure 2</label>
<caption><p>Microbial community composition of the enrichment culture as determined by16S rRNA long-reads sequencing.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1773863-g0002.tif">
<alt-text content-type="machine-generated">Stacked bar chart showing the relative abundances of various bacterial species in a toluene degrading culture. The largest groups are Sulfurovum Desulfoprunum followed by multiple minor species, each color-coded and listed in a detailed legend on the right. The y-axis indicates relative abundances from zero to one hundred percent.</alt-text>
</graphic>
</fig>
<p>Genome-centric metagenomic analysis using long-read sequencing supported this hypothesis, enabling the reconstruction of seven medium to high-quality MAGs (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 2</xref>): BN30871 sp. TD_0, <italic>Achromobacter pulmonis</italic> TD_1, <italic>Desulfoprunum sp000769715</italic> TD_2, UBA9337 sp. TD_4, <italic>Stenotrophomonas acidaminiphila</italic>_A TD_6, <italic>Stenotrophomonas maltophila</italic>_O TD_3, and <italic>Stutzerimonas stutzeri</italic> TD_5. Taxonomically, these MAGs are affiliated with the Patescibacteriota order <italic>Moranbacterales</italic> (UBA9337), Gammaproteobacteria (<italic>S. acidaminiphila_A, S. maltophila_O, A. pulmonis, S. stutzeri</italic>), <italic>Desulfocapsaceae</italic> (<italic>Desulfoprunum sp000769715</italic> TD_2), and <italic>Sulfurovaceae</italic> (BN30871) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig position="float" id="F3">
<label>Figure 3</label>
<caption><p>Phylogenomic placement of metagenome-assembled genomes (MAGs) recovered from the toluene-degrading enrichment culture, showing the distribution of key functional genes for anaerobic toluene degradation and sulfur cycling. The tree depicts the phylogenetic relationships among the reconstructed MAGs (phylogenomic tree), with black dots on nodes indicating bootstrap support (1,000 replicates) above 80%. The presence (color) or absence (white) of genes involved in the fumarate-addition pathway (bss/bbs) and sulfur metabolism is indicated. Functional annotations for each MAG are listed in <xref ref-type="supplementary-material" rid="SM1">Table S2</xref>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1773863-g0003.tif">
<alt-text content-type="machine-generated">Phylogenetic tree diagram showing relationships among Moranbacterales, Desulforpunum, Gammaproteobacteria, and Sulfurovaceae, with aligned colored boxes representing gene presence or absence for gene clusters bss, apr, dsr, cys, sqr and hyd, grouped by taxa. </alt-text>
</graphic>
</fig>
<p>MAG-resolved analyses revealed that <italic>Desulfoprunum sp000769715</italic> TD_2 was the sole community member carrying the genes of the fumarate addition pathway (<italic>bssABC, bbsEFGH</italic>), which are required for the anaerobic activation of toluene and its conversion to benzoyl-CoA, together with the dissimilatory sulfate reduction genes (<italic>aprAB, dsrAB</italic>) (<xref ref-type="bibr" rid="B39">Winderl and Schaefer, 2007</xref>; <xref ref-type="bibr" rid="B31">Rabus et al., 2016</xref>). The genetic profile of <italic>Desulfoprunum sp000769715</italic> TD_2 is consistent with that of a canonical SRB capable of mineralizing aromatic hydrocarbons under anaerobic conditions. Indeed, previous studies have reported the involvement of <italic>Desulfoprunum</italic> species in anaerobic degradation of aromatic compounds under sulfate-reducing conditions, including toluene, further supporting its role as the key toluene degrader in this microbial consortium (<xref ref-type="bibr" rid="B18">Junghare, 2015</xref>; <xref ref-type="bibr" rid="B14">Irianni-Renno et al., 2024</xref>; <xref ref-type="bibr" rid="B13">Hudari, 2025</xref>).</p>
<p>Interestingly, genes associated with other sulfur transformations, including assimilatory sulfate reduction (ASR), were more evenly distributed across the remaining MAGs (<xref ref-type="fig" rid="F4">Figure 4</xref>). In particular, the Gammaproteobacteria MAGs (<italic>A. pulmonis</italic> TD_1, <italic>S. stutzeri</italic> TD_5, <italic>S. acidaminiphila_A</italic> TD_6) likely contributed to the sulfate demand, as they encoded nearly complete sets of <italic>cys</italic> genes required for assimilatory sulfate reduction to H<sub>2</sub>S (<xref ref-type="bibr" rid="B21">Kushkevych et al., 2020</xref>). In particular, <italic>S. stutzeri</italic> TD_5 harbors the complete set of <italic>cysNCDHJI</italic> genes required for assimilatory sulfate reduction (ASR) through the cysteine biosynthesis pathway (<xref ref-type="fig" rid="F3">Figure 3</xref>). ASR is essential for the production of sulfur-containing amino acids such as cysteine and methionine. A key step shared with dissimilatory sulfate reduction (DSR) is the ATP-dependent activation of sulfate to adenosine-5&#x02032;-phosphosulfate (APS), followed by its conversion to 3&#x02032;-phosphoadenosine-5&#x02032;-phosphosulfate (PAPS). PAPS is then reduced to sulfite and subsequently to sulfide by sulfite reductase, after which sulfide is incorporated into <italic>L</italic>-cysteine via O-acetyl-serine(thiol)-lyase. The synthesis of <italic>L</italic>-cysteine from inorganic sulfate thus represents the main route for sulfur incorporation into biomass under these conditions (<xref ref-type="bibr" rid="B21">Kushkevych et al., 2020</xref>). Additionally, <italic>A. pulmonis</italic> TD_1 and <italic>S. stutzeri</italic> TD_5, together with the <italic>Sulfurovaceae</italic> MAG (<italic>BN30871</italic> sp. TD_0), encode sulfide:quinone oxidoreductase (<italic>sqr</italic>), suggesting the potential for sulfide oxidation to elemental sulfur (S&#x000B0;), with electrons transferred to the quinone pool. While the presence of <italic>sqr</italic> indicates a pathway for sulfide detoxification, the ultimate electron acceptor in this anaerobic system remains unknown. Further studies are needed to clarify the electron transfer pathways involved in this process. This process links sulfide detoxification to energy conservation via reduction of the quinone pool (<xref ref-type="bibr" rid="B22">Landry and Ballou, 2021</xref>). Finally, the Patescibacteriota MAG <italic>UBA9337</italic> sp. TD_4 (<italic>Moranbacterales</italic>) encodes a putative sulfhydrogenase (HydAB), which may catalyze the reduction of elemental sulfur (S&#x000B0;) back to hydrogen sulfide (H<sub>2</sub>S) (<xref ref-type="bibr" rid="B30">Pedroni et al., 1995</xref>), thereby completing the cryptic sulfur cycle within the consortium.</p>
<fig position="float" id="F4">
<label>Figure 4</label>
<caption><p>Proposed cryptic sulfur cycle in the toluene-degrading consortium. Schematic representation of MAG contributions to sulfur transformations, highlighting roles in dissimilatory and assimilatory sulfate reduction, sulfide oxidation, and sulfur reduction. Desulfoprunum sp000769715 TD_2 initiates anaerobic toluene degradation via the fumarate addition pathway (bssABC/bbsEFGH), converting toluene to benzoyl-CoA and CO<sub>2</sub>, with electrons transferred to sulfate, which is reduced to H<sub>2</sub>S through AprAB and DsrAB via dissimilatory sulfate reduction. The produced H<sub>2</sub>S is detoxified and oxidized to elemental sulfur (S&#x000B0;) by co-occurring taxa, including MAGs affiliated to Sulfurovaceae BN30871 sp. TD_0, Achromobacter pulmonis TD_1 and Stutzerimonas stutzeri TD_5, via sulfide:quinone oxidoreductase (sqr) with electrons feeding into the quinone pool of the electron transport chain. Elemental sulfur can then be reduced back to H<sub>2</sub>S by UBA9337 TD_4 (Moranbacterales) through a putative sulfhydrogenase (HydAB), using H<sub>2</sub> as the electron donor. In parallel, Stenotrophomonas acidaminiphila_A TD_6, Achromobacter pulmonis TD_1, and Stutzerimonas stutzeri TD_5 perform assimilatory sulfate reduction through cys genes, channeling sulfate into cysteine biosynthesis for cellular metabolism. This combined network of dissimilatory, assimilatory, and recycling processes forms a cryptic sulfur loop that continuously regenerates oxidized and reduced sulfur species, mitigates sulfide toxicity, and sustains long-term sulfate reduction coupled to toluene oxidation. In the figure, genes encoding the proteins involved in the processes represented are indicated.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-17-1773863-g0004.tif">
<alt-text content-type="machine-generated">Diagram illustrating microbial processes in sulfur and carbon cycling, showing toluene oxidation producing CO2 and SO42 reduction producing cysteine and H2S, with species and key enzymes labeled, and including cryptic sulfur cycle pathways between H2S and S0</alt-text>
</graphic>
</fig>
<p>Together, these complementary sulfur transformations outline a potentially distributed redox network that links toluene oxidation to internal sulfur turnover (<xref ref-type="fig" rid="F4">Figure 4</xref>). In this network, DSR by <italic>Desulfoprunum</italic> couples&#x00027; toluene oxidation with H<sub>2</sub>S release, while co-occurring taxa oxidize H<sub>2</sub>S to elemental sulfur (S&#x000B0;) via Sqr, thereby mitigating sulfide toxicity and regenerating electron acceptors. In parallel, other community members perform ASR to sustain biosynthetic demands, which likely accounts for the sulfate consumption (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<p>Although similar sulfur cycling dynamics have been described in sedimentary systems, here we propose a conceptual framework in which tightly coupled sulfur redox interactions contribute to anaerobic hydrocarbon degradation in a microbial consortium. This framework is supported by genome-resolved evidence and community composition, rather than by direct measurements of intermediate sulfur species. In the enrichment studied here, toluene degradation does not appear to rely exclusively on canonical sulfate reduction but may be stabilized by a distributed sulfur-cycling network involving sulfate reducers, sulfide oxidizers, and sulfur assimilators (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<p>Such coordinated interactions could enable internal sulfide detoxification and redox buffering, thereby sustaining long-term hydrocarbon degradation under sulfidic conditions.</p>
<p>From an ecological perspective, these findings reinforce the view of anaerobic hydrocarbon degradation as a community-driven process enabled by sulfur-cycling interactions, rather than the activity of a single taxonomic group. By integrating contaminant turnover with internal sulfur transformations, microbial consortia may enhance metabolic stability and resilience in anoxic environments.</p>
<p>Genome-resolved analyses reveal complementary metabolic roles across community members, providing a mechanistic basis for proposing cryptic sulfur cycling as a stabilizing feature of hydrocarbon-degrading communities. This model will benefit from future studies that directly quantify sulfur intermediates and functional activity (e.g., dissolved sulfide, elemental sulfur, proteomics), which will be important to confirm and refine our understanding of sulfur-coupled hydrocarbon degradation dynamics.</p>
</sec>
<sec>
<title>Ecological interpretation and implications for bioremediation</title>
<p>The enrichment culture described here demonstrates how anaerobic toluene degradation can be sustained through cooperative sulfur cycling involving multiple microbial guilds. Within the consortium, <italic>Desulfoprunum</italic> performs toluene oxidation via the fumarate addition pathway (Bss/Bbs) coupled to dissimilatory sulfate reduction (AprAB/AsrAB), releasing H<sub>2</sub>S. This sulfide is subsequently detoxified and partially oxidized to elemental sulfur (S&#x000B0;) by co-occurring taxa, including <italic>Sulfurovaceae, Achromobacter, Stenotrophomonas</italic>, and <italic>Stutzerimonas</italic> carrying the <italic>sqr</italic> gene, while UBA9337 (<italic>Moranbacterales</italic>), encoding HydAB, may reduce S&#x000B0; back to H<sub>2</sub>S (<xref ref-type="fig" rid="F4">Figure 4</xref>), potentially closing a cryptic sulfur cycling. This distributed sulfur transformation network likely acts as a redox-buffering and detoxification mechanism, preventing sulfide accumulation. By partitioning key sulfur processes across specialized taxa, the community maintains redox balance and minimizes sulfide inhibition. Although our enrichment culture lacks the large-scale spatial stratification observed in natural environments (e.g., marine sediments or oxygen minimum zones), the co-occurrence of sulfate-reducing and putative sulfur-oxidizing taxa, together with their respective functional genes (e.g., <italic>dsrAB, aprAB, sqr, hydAB</italic>), suggests potential metabolic complementarity. This raises the hypothesis that microscale redox heterogeneity, possibly arising within microbial aggregates or biofilms, may enable the partial coexistence of these energetically opposing sulfur transformations even in a well-mixed bioreactor system (<xref ref-type="bibr" rid="B16">Jia et al., 2026</xref>). Nonetheless, we emphasize that this model is based on genome-resolved inference and future work will be needed to validate these interactions, including direct measurements of sulfur species and spatially resolved analyses to confirm the presence of redox gradients and the activity of the implicated pathways.</p>
<p>From an applied perspective, this cooperative sulfur metabolism offers a mechanistic explanation for the functional resilience and robustness of anaerobic hydrocarbon-degrading consortium. Such internal sulfur cycling could enhance the performance of <italic>in situ</italic> bioremediation systems, including engineered bioreactors, by mitigating sulfide toxicity and sustaining electron flow, provided that sulfate remains available.</p>
<p>Ecologically, these findings extend the relevance of cryptic sulfur cycling, previously described in marine sediments, to hydrocarbon-fed consortia in contaminated aquifers. In this context, hydrocarbons appear to fuel a distributed sulfur redox network involving reducers, oxidizers, and recyclers. Such multi-guild cooperation may stabilize degradation processes, enhances community resilience under stress conditions (e.g., contamination), and embed contaminant turnover within broader carbon&#x02013;sulfur biogeochemical coupling. If widespread, hydrocarbon-driven cryptic sulfur cycling could represent a general ecological mechanism that sustains microbial functioning and contaminant attenuation in anthropogenically impacted anoxic environments.</p>
</sec>
</sec>
<sec id="s6">
<title>Conclusions</title>
<p>This study offers a conceptual framework for understanding how sulfur-cycling interactions can support anaerobic hydrocarbon degradation. Our findings show that anaerobic hydrocarbon degradation in sulfidic environments may arise from cooperative interactions among multiple microbial guilds linked through cryptic sulfur cycling. This distributed redox network has the potential to mitigate sulfide toxicity, buffer environmental fluctuations, and underpins the long-term stability of degradation. Future work should aim to disentangle the specific metabolic roles of individual taxa, resolve interspecies electron transfer mechanisms, and assess the prevalence of sulfur-mediated stabilization in natural and engineered systems. Beyond the enrichment-scale context, these dynamics reveal broader principles of carbon&#x02013;sulfur coupling in anthropogenically impacted subsurface environments and offer a conceptual basis for designing bioremediation strategies that harness multi-guild microbial cooperation.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The data presented in this study are publicly available. The data can be found here: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/bioproject">https://www.ncbi.nlm.nih.gov/bioproject</ext-link>, accession PRJNA1250843.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>BM: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. MT: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. AF: Data curation, Formal analysis, Investigation, Methodology, Software, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. LN: Formal analysis, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. VP-&#x000C1;: Data curation, Formal analysis, Methodology, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing, Investigation. MR: Data curation, Formal analysis, Investigation, Methodology, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. MT: Data curation, Formal analysis, Investigation, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. AP: Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. SR: Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. MP: Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. CV: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. FA: Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing.</p>
</sec>
<ack><title>Acknowledgments</title><p>We acknowledge financial support under the National Recovery and Resilience Plan (NRRP), Mission 4, Component 2, Investment 1.1, Call for tender No. 104 published on February 2, 2022 by the Italian Ministry of University and Research (MUR), funded by the European Union &#x02013; NextGenerationEU. Project Title: &#x0201C;Biotechnologies for SUstainable REmediation (BISURE)&#x0201D; - CUP: B53D23017420006. Grant Assignment Decree No. 976 adopted on July 3, 2023 by the Italian Ministry of University and Research (MUR); and Project Title: &#x0201C;SteeRing GroundwatEr Electro-bioremediAtion with ConducTIVe ParticlEs (REACTIVE)&#x0201D; &#x02013; CUP: B53D23018110006 - Grant Assignment Decree No. 1048 adopted on July 14, 2023 by the Italian Ministry of University and Research (MUR).</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<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>
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<title>Generative AI statement</title>
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<title>Publisher&#x00027;s note</title>
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</sec>
<sec sec-type="supplementary-material" id="s12">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2026.1773863/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2026.1773863/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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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/3035450/overview">Zhongzhong Wang</ext-link>, Autonomous University of Barcelona, Spain</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/2362958/overview">Yifan Liu</ext-link>, East China University of Science and Technology, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1885596/overview">Jingjing Wang</ext-link>, Chinese Academy of Sciences (CAS), China</p>
</fn>
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