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<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1475589</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2025.1475589</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Groundwater denitrification using electro-assisted autotrophic processes: exploring bacterial community dynamics in a single-chamber reactor</article-title>
<alt-title alt-title-type="left-running-head">Toledo-Alarc&#xf3;n et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbioe.2025.1475589">10.3389/fbioe.2025.1475589</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Toledo-Alarc&#xf3;n</surname>
<given-names>Javiera</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author">
<name>
<surname>Ortega-Martinez</surname>
<given-names>Eduardo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Pavez-Jara</surname>
<given-names>Javier</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Franchi</surname>
<given-names>Oscar</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Nancucheo</surname>
<given-names>Ivan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Zu&#xf1;iga-Barra</surname>
<given-names>H&#xe9;ctor</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Campos</surname>
<given-names>Jose Luis</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Jeison</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Facultad de Ingenier&#xed;a y Ciencias</institution>, <institution>Universidad Adolfo Ib&#xe1;&#xf1;ez</institution>, <addr-line>Vi&#xf1;a del Mar</addr-line>, <country>Chile</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Escuela de Ingenier&#xed;a Bioqu&#xed;mica</institution>, <institution>Pontificia Universidad Cat&#xf3;lica de Valpara&#xed;so</institution>, <addr-line>Valpara&#xed;so</addr-line>, <country>Chile</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Facultad de Ciencias Naturales</institution>, <institution>Matem&#xe1;tica y del Medio Ambiente</institution>, <institution>Universidad Tecnol&#xf3;gica Metropolitana</institution>, <addr-line>&#xd1;u&#xf1;oa</addr-line>, <country>Chile</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Facultad de Ingenier&#xed;a</institution>, <institution>Arquitectura y Dise&#xf1;o</institution>, <institution>Universidad San Sebasti&#xe1;n</institution>, <addr-line>Concepci&#xf3;n</addr-line>, <country>Chile</country>
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<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/204761/overview">Krist V. Gernaey</ext-link>, Technical University of Denmark, Denmark</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/59403/overview">Yong Xiao</ext-link>, Chinese Academy of Sciences (CAS), China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1985579/overview">Martin Raspor</ext-link>, University of Belgrade, Serbia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Javiera Toledo-Alarc&#xf3;n, <email>javiera.toledo.a@uai.cl</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1475589</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>01</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Toledo-Alarc&#xf3;n, Ortega-Martinez, Pavez-Jara, Franchi, Nancucheo, Zu&#xf1;iga-Barra, Campos and Jeison.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Toledo-Alarc&#xf3;n, Ortega-Martinez, Pavez-Jara, Franchi, Nancucheo, Zu&#xf1;iga-Barra, Campos and Jeison</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Nitrate, a major groundwater pollutant from anthropogenic activities, poses serious health risks when present in drinking water. Denitrification using bio-electrochemical reactors (BER) offers an innovative technology, eco-friendly solution for nitrate removal from groundwater. BER use electroactive bacteria to reduce inorganic compounds like nitrate and bicarbonate by transferring electrons directly from the cathode. In our work, two batch BER were implemented at 1V and 2V, using anaerobic digestate from a full-scale wastewater treatment plant as inoculum. Nitrate, nitrite, sulfate, total ammoniacal nitrogen, and 16S rRNA analysis of bacterial community, were monitored during BER operation. The results showed effective nitrate removal in all BERs, with denitrification rate at 1V and 2V higher than the Control system, where endogenous respiration drove the process. At 1V, complete nitrate conversion to N<sub>2</sub> occurred in 4 days, while at 2V, it took 14 days. The slower rate at 2V was likely due to O<sub>2</sub> production from water electrolysis, which competed with nitrate as final electron acceptor. Bacterial community analysis confirmed the electroactive bacteria selection like the genus <italic>Desulfosporosinus</italic> and <italic>Leptolinea</italic>, confirming electrons transfer without an electroactive biofilm. Besides, <italic>Hydrogenophaga</italic> was enhanced at 2V likely due to electrolytically produced H<sub>2</sub>. Sulfate was not reduced, and total ammoniacal nitrogen remained constant indicating no dissimilatory nitrite reduction of ammonia. These results provide a significant contribution to the scaling up of electro-assisted autotrophic denitrification and its application in groundwater remediation, utilizing a simple reactor configuration-a single-chamber, membrane-free design- and a conventional power source instead of a potentiostat.</p>
</abstract>
<kwd-group>
<kwd>electroactive bacterial community</kwd>
<kwd>desulfosporosinus genus</kwd>
<kwd>bioelectrochemical system</kwd>
<kwd>autotrophic denitrification</kwd>
<kwd>nitrate removal</kwd>
</kwd-group>
<contract-num rid="cn001">Fondecyt 3210456 Fondef ID23I10165</contract-num>
<contract-sponsor id="cn001">Agencia Nacional de Investigaci&#xf3;n y Desarrollo<named-content content-type="fundref-id">10.13039/501100020884</named-content>
</contract-sponsor>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Bioprocess Engineering</meta-value>
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</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Groundwater is an important fresh water source in the world, supplying about 50% of the water used for domestic purposes and about 25% of all water used for irrigation (<xref ref-type="bibr" rid="B81">UNESCO - World Water Assessment Programme, 2022</xref>). However, groundwater quality can be compromised due to diverse anthropogenic activities. For instance, agricultural activities can contaminate groundwater with nitrates (NO<sub>3</sub>
<sup>&#x2212;</sup>), hampering the ability of natural systems to decontaminate themselves (<xref ref-type="bibr" rid="B65">Rezvani et al., 2019</xref>; <xref ref-type="bibr" rid="B41">Kurwadkar et al., 2020</xref>). Moreover, frequent human consumption of water containing nitrates can be linked to serious health issues including fifteen forms of cancer and two types of birth abnormalities (<xref ref-type="bibr" rid="B4">Alizadeh et al., 2024</xref>). In this regard, the World Health Organization (WHO) recommends a maximum nitrate concentration of 50&#xa0;mg/L in drinking water. Nonetheless, recent evidence suggests that this limit may be too high, and it may increase the risk of suffering prostate and colon cancer, as well as congenital diseases (<xref ref-type="bibr" rid="B71">Schullehner et al., 2018</xref>; <xref ref-type="bibr" rid="B21">Damania et al., 2019</xref>; <xref ref-type="bibr" rid="B25">Donat-Vargas et al., 2023</xref>). For these reasons, removing nitrate from groundwater is critical to ensure a safe drinking water supply for human consumption.</p>
<p>The most used technologies to remove nitrate from groundwater are reverse osmosis and ion exchange resins (<xref ref-type="bibr" rid="B35">Jensen et al., 2014</xref>; <xref ref-type="bibr" rid="B1">Abascal et al., 2022</xref>). However, physical nitrate removal methods generate streams with nitrate levels up to 10 times more concentrated than in the influent (<xref ref-type="bibr" rid="B9">Belkacem et al., 2007</xref>; <xref ref-type="bibr" rid="B5">Archna Sharma and Sobti, 2012</xref>; <xref ref-type="bibr" rid="B70">Scholes et al., 2021</xref>), which need further purification. In this context, technological interventions to return nitrogen to the geological cycle in an environmentally friendly way are urgently required.</p>
<p>Emerging technologies such as autotrophic denitrification using bioelectrochemical reactors (BER) have arisen as a promising alternative to remove nitrate from groundwater. These technologies can improve groundwater&#x2019;s quality reaching levels that can be used to meet human consumption standards. During autotrophic denitrification using BER, nitrate is reduced using an electrical current as the sole electron source, and inorganic carbon as a carbon source (<xref ref-type="bibr" rid="B13">Ceballos-Escalera et al., 2024</xref>). Among the advantages of using BER are the absence of chemicals addition, no brine generation, and potentially competitive prices compared with similar technologies (<xref ref-type="bibr" rid="B80">Twomey et al., 2010</xref>; <xref ref-type="bibr" rid="B14">Cecconet et al., 2018</xref>).</p>
<p>During the BER process, nitrate reduction depends on the voltage applied, as well as the interaction between the denitrifying bacterial community with the polarized electrodes (<xref ref-type="bibr" rid="B38">Kondaveeti et al., 2014</xref>; <xref ref-type="bibr" rid="B58">Ortega-Mart&#xed;nez et al., 2024</xref>). Consequently, a specific electroactive bacterial community is needed that can harvest electrons from the electrode. Few bacteria are known that can directly utilise electrons from a cathode, as they need specific pathways for extracellular electron transfer (EET) and are commonly identified by growing as a biofilm on the polarised electrode surface (<xref ref-type="bibr" rid="B54">Moscoviz et al., 2016</xref>; <xref ref-type="bibr" rid="B49">Lovley, 2017</xref>).</p>
<p>EET pathways have been well described in the bacterial genus <italic>Geobacter</italic> and <italic>Shewanella oneidensis</italic> (<xref ref-type="bibr" rid="B54">Moscoviz et al., 2016</xref>; <xref ref-type="bibr" rid="B49">Lovley, 2017</xref>), but new research has revealed the ability of other bacteria such as <italic>Lactiplantibacillus plantarum</italic> and <italic>Clostridium pasteurianum</italic> to harvest electrons from a polarized cathode by mechanisms that are still being further elucidated (<xref ref-type="bibr" rid="B18">Choi et al., 2014</xref>; <xref ref-type="bibr" rid="B75">Tejedor-Sanz et al., 2023</xref>). Various metabolic pathways are now known to be conducted using electrons directly from the cathode, combined with the reduction of sulfate, nitrate, iron, and CO<sub>2</sub>, which can be carried out by microorganisms from different archaeal and bacterial phyla such as <italic>Euryarchaeota, Actinobacteria, Firmicutes</italic> and <italic>Proteobacteria</italic> (<xref ref-type="bibr" rid="B22">deCamposRodrigues and Rosenbaum, 2014</xref>; <xref ref-type="bibr" rid="B48">Logan et al., 2019</xref>).</p>
<p>In full-scale applications, nitrate will probably not be the sole electron acceptor that the microorganisms can use to harvest energy. Commonly nitrate is accompanied by other potentially reduceable species like sulfates. Sulfate in groundwater originates from different sources, such as volcanoes, oxidation of igneous sulfides and organic matter, fertilizers, and detergents (<xref ref-type="bibr" rid="B20">Clark and Fritz, 2013</xref>; <xref ref-type="bibr" rid="B37">Jorquera et al., 2015</xref>; <xref ref-type="bibr" rid="B57">Novak et al., 2021</xref>). During autotrophic denitrification, sulfate and nitrate in groundwater compete as the final electron acceptor during cell growth. However, this competition is determined by the thermodynamics of the metabolic reactions involved. <xref ref-type="disp-formula" rid="e1">Equation 1</xref> and <xref ref-type="disp-formula" rid="e2">Equation 2</xref> show the catabolic reduction reaction of nitrate and sulfate under standard conditions, respectively (<xref ref-type="bibr" rid="B24">Dolfing and Hubert, 2017</xref>). As can be seen from these equations, in almost all cases bacteria will preferentially reduce nitrate over sulfate, as they can harvest more energy per electron of each molecule (more negative <inline-formula id="inf1">
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<mml:mo>&#x2032;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2010;</mml:mo>
<mml:mn>19</mml:mn>
<mml:mfrac>
<mml:mrow>
<mml:mtext>kJ</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2010;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>This paper aims to evaluate the bacterial community dynamics during nitrate reduction of a sulfate-rich synthetic groundwater in a single-chamber BER. The working potential differences were set at 1V and 2V, to provide the bacteria with two possible denitrification mechanisms depending on the electron source: (i) H<sub>2</sub> produced by electrolysis of water at 2V, and (ii) direct electron consumption at 1V. The novelty of our research, compared to previous similar efforts, is the use of a power supply instead of a potentiostat to establish the working potential differences, as well as the use of a membrane-free BER. This allows progress towards the BER application on an industrial scale through the implementation of a simpler system.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 BER configuration and start-up</title>
<p>BER comprised two batch, completely stirred reactors with a working volume of 600&#xa0;mL, equipped with 2 carbon plate electrodes fixed at 6&#xa0;cm, and a surface of 10&#xa0;cm<sup>2</sup>. Two electric potential differences were tested and compared: 1V and 2V, which were set using a power supply model ODP3033 (OWON Technology Inc., China). The reactors were continuously stirred at 300 RPM using a magnetic stirrer and operated at room temperature without pH control. The reactors&#x2019; headspace were flushed with dinitrogen for 5&#xa0;min to remove oxygen and promote anoxic conditions, and sealed to prevent air intrusion. A third reactor without electrodes was used as a control (named Control) and all experiments were performed in duplicate. In addition, abiotic controls without micro-organisms were carried out at 1V and 2V.</p>
</sec>
<sec id="s2-2">
<title>2.2 Inoculum and groundwater medium</title>
<p>Digestate from the wastewater treatment plant (WWTP) La Farfana (Maip&#xfa;, Chile) was used as inoculum. The WWTP contains eight 15,000&#xa0;m<sup>3</sup> completely stirred anaerobic reactors which digest a mix of primary and secondary sludge, with a hydraulic retention time of 16&#x2013;19 days. Once sampled, the inoculum was resuspended in a synthetic medium to reach a concentration of 1.5 gVSS/L (volatile suspended solids per litre) in each BER and Control.</p>
<p>A synthetic medium resembling groundwater was used to conduct the electrochemical reactions which aimed to induce denitrification. The synthetic medium was designed to resemble a polluted groundwater well in Chile, according to information published by the General Water Directorate (Direcci&#xf3;n General de Aguas, in Spanish) (<xref ref-type="bibr" rid="B85">Villablanca Espinoza, 2016</xref>). The culture medium comprised nitrate 37.6 &#xb1; 1.2&#xa0;mg NO<sub>3</sub>
<sup>&#x2212;</sup>-N/L (166.5 &#xb1; 5.2&#xa0;mg NO<sub>3</sub>
<sup>&#x2212;</sup>/L) and the following compounds in mg/L: 528 NaHCO<sub>3</sub>, 465 MgSO<sub>4</sub>&#xb7;7H<sub>2</sub>O, 282 CaCl<sub>2</sub> and 249 Na<sub>2</sub>SO<sub>4</sub>. The final measured conductivity of the medium reached around 3,500&#xa0;&#x3bc;S/cm.</p>
</sec>
<sec id="s2-3">
<title>2.3 Analytical methods</title>
<p>Homogenous bulk samples were taken from all reactors daily until nitrate and nitrite concentrations were stable. Then, these were centrifuged at 12,000 rcf for 15&#xa0;min for analysis. The centrifugation pellets were stored at &#x2212;20&#xb0;C to further extract DNA (See <xref ref-type="sec" rid="s2-4">Section 2.4</xref>), and the supernatant was filtered under 0.22&#xa0;&#xb5;m using syringe filters model FN2522 (Zhejiang Aijiren Technology, Inc., China) to obtain the soluble fraction. Concentrations of nitrate, nitrite and sulfate were monitored using an ion chromatograph model 930 Compact IC (Metrohm, Switzerland), coupled with a conductivity detector using a Metrosep A Supp 5&#x2013;150/2.0 column (Metrohm, Switzerland). To ensure the ionization of the targeted analytes a solution of 1&#xa0;mmol/L and 3.2&#xa0;mmol/L of NaHCO<sub>3</sub> and Na<sub>2</sub>CO<sub>3</sub> respectively, were used as mobile phase, at a flow rate of 0.7&#xa0;mL/min. Total ammoniacal nitrogen (TAN) was measured using the Hach kit nitrogen, ammonia reagent set (Hach, United States) using a portable colorimeter DR 900 from the same brand. Total suspended solids were measured according to Standard Methods protocols (<xref ref-type="bibr" rid="B66">Rice et al., 2017</xref>), using a glass fibre filter with a nominal pore size of 0.4&#xa0;&#xb5;m (MACHEREY-NAGEL, Germany).</p>
</sec>
<sec id="s2-4">
<title>2.4 Bacterial community analysis</title>
<p>DNA samples were taken from the inoculum (Inoc) and from reactors during denitrification time at 1V (1V<sub>1</sub>-d1, 1V<sub>1</sub>-d2, 1V<sub>2</sub>-d1 and 1V<sub>2</sub>-d2), 2V (2V-d6, 2V-d7 and 2V-d14) and Control (C-d9 and C-d15). The samples were selected according to the denitrification dynamics observed under the conditions studied. DNA was extracted using the DNeasy PowerSoil Pro Kit (Qiagen, Germany) according to the manufacturer&#x2019;s instructions. Quality and quantity of the extracted DNA were analysed using a Take3 microvolume plate (BioTek Instruments, United States) and measured with a spectrophotometer model Epoch (BioTek Instruments, United States) and a fluorometer model Fluo-100 (Hangzhou Allsheng Instruments Co., Ltd., China), respectively. The V4 variable region of the 16S rRNA gene was amplified using 515F/806R primers in a single-step 30-cycles PCR reaction, utilizing a HotStarTaq Plus Master Mix Kit (Qiagen, United States). The PCR conditions are described as follows: 95&#xb0;C for 5&#xa0;min, followed by 30 cycles of 95&#xb0;C for 30&#xa0;s, 53&#xb0;C for 40&#xa0;s and 72&#xb0;C for 1&#xa0;min, after which a final elongation step at 72&#xb0;C for 10&#xa0;min was performed. To confirm the success of the amplification, the PCR products were analysed in 2% agarose gel and the relative intensity of the bands formed was determined. The amplified samples were multiplexed using unique dual indices and were pooled together in equal proportions, based on their molecular weight and DNA concentrations. Pooled samples were purified using calibrated AMPure XP beads (Beckman Coulter, Inc., United States). The sequencing was performed at Mr DNA laboratory (<ext-link ext-link-type="uri" xlink:href="http://www.mrdnalab.com/">www.mrdnalab.com</ext-link>, Shallowater, TX, United States) in a MiSeq (Illumina Inc., United States) following the manufacturer&#x2019;s guidelines. Sequenced data were processed using Mr DNA lab analysis pipeline (MR DNA, Shallowater, TX, United States). Clustering of the remaining sequences into OTUs was executed based on a divergence threshold of 3%. For taxonomic classification of the final OTUs, a curated database sourced from GreenGenes, RDPII, and NCBI was employed, utilizing BLASTn (<xref ref-type="bibr" rid="B23">DeSantis et al., 2006</xref>) (<ext-link ext-link-type="uri" xlink:href="http://rdp.cme.msu.edu">http://rdp.cme.msu.edu</ext-link>; <ext-link ext-link-type="uri" xlink:href="http://www.ncbi.nlm.nih.gov">www.ncbi.nlm.nih.gov</ext-link>). Sequence data were uploaded into NCBI GenBank database submission number PP819758&#x2013;PP820317.</p>
</sec>
<sec id="s2-5">
<title>2.5 Data analysis and statistical tools</title>
<p>Shannon diversity index (H) was calculated to compare the variation in the selected communities according to the applied voltage. In addition, principal component analysis (PCA) was performed from variance-covariance matrix based on genus distribution of the bacterial communities during the bioelectrochemical processes. Indicator species analysis (IndVar) was also calculated to determine the characteristic genera in the bacterial communities selected under the conditions studied. In addition, a similarity percentage test (SIMPER) was performed to determine which genera of the bacterial community contributed to the differences between the conditions studied. Besides, SIMPER was calculated using Bray-Curtis distance, in which only genera with a contribution to dissimilarity higher than 1.0% are shown. All statistical analyses were conducted using the PAST (PAleontological STatistics) software v4.16c (website <ext-link ext-link-type="uri" xlink:href="https://www.nhm.uio.no/english/research/resources/past/">https://www.nhm.uio.no/english/research/resources/past/</ext-link>) (<xref ref-type="bibr" rid="B31">Hammer and Harper, 2001</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Reactor performance during nitrate removal</title>
<p>
<xref ref-type="fig" rid="F1">Figure 1A</xref> shows the nitrate reduction during the operation time of the two BER during autotrophic denitrification in nitrate and sulfate-rich synthetic groundwater. Nitrate reduction was observed in the first 48&#xa0;h and 14&#xa0;days of operation when 1V and 2V were applied, respectively. The nitrate removal rate of 1V was considerably higher than 2V, averaging 18.8 &#xb1; 0.6&#xa0;mg NO<sub>3</sub>
<sup>&#x2212;</sup>-N/Ld (11.28 &#xb1; 0.72&#xa0;g NO<sub>3</sub>
<sup>&#x2212;</sup>-N/m<sup>2</sup>&#xb7;d) compared to 2.7 &#xb1; 0.1&#xa0;mg NO<sub>3</sub>
<sup>&#x2212;</sup>-N/Ld (1.62 &#xb1; 0.06&#xa0;g NO<sub>3</sub>
<sup>&#x2212;</sup>-N/m<sup>2</sup>&#xb7;d), respectively. During the Control experiments, <italic>i.e.</italic>, without electrodes, between 13.8% &#xb1; 2.0% and 43.6% &#xb1; 0.9% of nitrate was reduced during the experiment. In addition, no chemical reduction of nitrate was detected in the abiotic controls. In addition, no electrochemical reduction of nitrate was detected in the abiotic controls at 1V and 2V (data available in the Supplementary Materials).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Nitrate <bold>(A)</bold> and nitrite <bold>(B)</bold> concentrations during the conducted electro-assisted autotrophic denitrification experiments. The plotted values represent the mean of the duplicates, and the gray-shaded area the standard deviation among the data.</p>
</caption>
<graphic xlink:href="fbioe-13-1475589-g001.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F1">Figure 1B</xref> shows that the maximum nitrite concentrations reached 15.3 &#xb1; 3.8&#xa0;mg NO<sub>2</sub>
<sup>&#x2212;</sup>-N/L at 1V, 13.9 &#xb1; 4.7&#xa0;mg NO<sub>2</sub>
<sup>&#x2212;</sup>-N/L at 2V and 4.6 &#xb1; 0.9&#xa0;mg NO<sub>2</sub>
<sup>&#x2212;</sup>-N/L in the Control in the days 1, 4 and 5, respectively. In all cases, nitrite was rapidly converted and reached zero at the end of the operation.</p>
<p>The pH in the reactors was monitored during the whole operation time and varied from 8.2 &#xb1; 0.2 at day 0&#x2013;7.6 &#xb1; 0.2 at day 14 in all the studied cases. Sulfate was also monitored, and despite the high sulfate content in the synthetic groundwater, no sulfate reduction was observed in any reactor (data available in the Supplementary Materials). TAN production was also not detected in any of the studied reactors. As for the electro-assisted operation of the experiments, a current flow smaller than the detection threshold of 1&#xa0;mA was observed.</p>
</sec>
<sec id="s3-2">
<title>3.2 Bacterial community structure</title>
<p>DNA samples were taken from the inoculum (Inoc) and from reactors during denitrification time at 1V (1V<sub>1</sub>-d1, 1V<sub>1</sub>-d2, 1V<sub>2</sub>-d1 and 1V<sub>2</sub>-d2), 2V (2V-d6, 2V-d7 and 2V-d14) and Control (C-d9 and C-d15). A total of 890 operational taxonomic units (OTUs) were found after MiSeq sequencing in all samples. The Shannon diversity index (H) in the inoculum reached 3.27, and a strong decrease in diversity of 21% &#xb1; 4% (H &#x3d; 2.59 &#xb1; 0.12) was observed when 1V was applied. In contrast, when 2V was applied, diversity increased from day 6 (H &#x3d; 3.99) to day 14 (H &#x3d; 4.32) between 21.9% and 32.1%, respectively. While in the Control, a slight decrease in diversity of 5.9% was observed on day 9 (H &#x3d; 3.08), but by day 15 (H &#x3d; 3.48) it increased by 6.3% (more details in the Supplementary Materials).</p>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> shows a heatmap including the relative abundance of bacterial genera in each bacterial community, according to the condition studied. The bacterial community present in Inoc was dominated by the genus <italic>Pseudomonas</italic> (29.9%), <italic>Desulfosporosinus</italic> (22.1%), <italic>Leptolinea</italic> (9.6%) and <italic>Mariniphaga</italic> (4.8%). When 1V was applied, three genera were significantly enriched with respect to Inoc: <italic>Desulfosporosinus</italic>, <italic>Saccharicrinis</italic> and <italic>Caloramator</italic> representing 48.4% &#xb1; 4.2%, 11.0% &#xb1; 3.1% and 5.3% &#xb1; 0.7% of the bacterial community, respectively. Additionally, the genus <italic>Pseudomonas</italic> decreased its relevance in the bacterial community, reaching 16.6% &#xb1; 0.3% during the first 24&#xa0;h of operation and to 6.6% &#xb1; 4.3% when at 48&#xa0;h of operation. When 2V was applied, substantial differences in the bacterial community between days 6 and 7 of operation were not observed, and on average, the dominant genera were <italic>Desulfosporosinus</italic> (17.0% &#xb1; 4.6%), <italic>Pseudomonas</italic> (12.2% &#xb1; 1.5%), <italic>Rheinheimera</italic> (12.0% &#xb1; 2.1%), <italic>Leptolinea</italic> (11.0% &#xb1; 1.1%), <italic>Sterolibacterium</italic> (4.8% &#xb1; 0.5%) and <italic>Mariniphaga</italic> (4.1% &#xb1; 0.03%). However, on day 14 at the end of the operation, the bacterial community was dominated by <italic>Leptolinea</italic> (17.4%), <italic>Rheinheimera</italic> (10.0%), <italic>Hydrogenophaga</italic> (7.8%), <italic>Pseudomonas</italic> (5.6%) and <italic>Desulfosporosinus</italic> (4.8%). When it comes to the control samples, at 9 days of operation, the bacterial community was dominated by <italic>Acidovorax</italic> (42.1%), <italic>Petrimonas</italic> (13.8%), <italic>Stenotrophomonas</italic> (7.0%), <italic>Leptolinea</italic> (5.1%) and <italic>Elizabethkingia</italic> (4.6%). However, on day 15 at the end of the operation, the bacterial community was dominated by <italic>Stenotrophomonas</italic> (20.3%), <italic>Pseudoxanthomonas</italic> (19.0%), <italic>Petrimonas</italic> (11.9%), <italic>Thermomonas</italic> (9.5%), <italic>Acidovorax</italic> (5.1%), <italic>Leptolinea</italic> (5.0%) and <italic>Elizabethkingia</italic> (4.2%).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Heatmap of the bacterial community structure based on relative abundance at genus taxonomic level according to the condition studied.</p>
</caption>
<graphic xlink:href="fbioe-13-1475589-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Relationship between the voltage applied and bacterial community selection</title>
<p>
<xref ref-type="fig" rid="F3">Figure 3</xref> shows a biplot of the PCA performed based on genus distribution of the bacterial communities during the denitrification process. About 85% of the variance was explained by the two first components, evidencing high reliability in this data analysis. PCA allows better visualization of the bacterial community dynamics from the Inoc to operation at different applied voltages, revealing characteristic bacterial genus groups for each condition. Thus, the genera <italic>Desulfosporosinus</italic>, <italic>Saccharicrinis</italic> and <italic>Caloramator</italic> are related to the 1V operation, while <italic>Rheinheimera</italic>, <italic>Leptolinea</italic>, <italic>Hydrogenophaga</italic> and <italic>Sterolibacterium</italic> are related to 2V operation. The Control communities, although located in the same quadrant, show greater dispersion along <italic>y</italic>-axis, evidencing a variation of the bacterial community between days 9 and 15. Despite these differences, the genera <italic>Acidovorax</italic>, <italic>Stenotrophomonas</italic> and <italic>Pseudoxanthomonas</italic> are mainly correlated with the Control. Since PC1 explains 64.5% of the total variability in the data, the separation along the <italic>x</italic>-axis in the PCA is more relevant than along the <italic>y</italic>-axis. In this context, the Control is positioned on the far right, while the 1V operation is on the far left, reflecting the greater distance between the two. The 2V operation, on the other hand, appears close to the Inoc, indicating that it generated minimal changes in the bacterial community composition with respect to the Inoc, while the 1V treatment produced the most pronounced modifications on the community, positioning that community in a direction opposite to that of the Control.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>PCA Biplot based on bacterial community distribution at genus level according to the conditions studied.</p>
</caption>
<graphic xlink:href="fbioe-13-1475589-g003.tif"/>
</fig>
<p>An Indicator Species Analysis (IndVar) was performed to determine the characteristic genera in the bacterial communities selected under conditions studied, as shown in <xref ref-type="table" rid="T1">Table 1</xref>. For this analysis, the samples were grouped as 1V, 2V, Control and Inoc. The characteristic genera of the selected community when 1V was applied were <italic>Desulfosporosinus</italic>, <italic>Saccharicrinis</italic> and <italic>Caloramator</italic> with an indicator value of 58.0% (<italic>p-value</italic> &#x3d; 0.0048), 90.3% (<italic>p-value</italic> &#x3d; 0.0022) and 68.4% (<italic>p-value</italic> &#x3d; 0.0044), respectively. For the selected bacterial community when 2V was applied, it is observed that <italic>Rheinheimera</italic>, <italic>Hydrogenophaga</italic> and <italic>Sterolibacterium</italic>, are characteristic of this condition with an indicator value of 80.6% (<italic>p-value</italic> &#x3d; 0.0073), 76.8% (<italic>p-value</italic> &#x3d; 0.046) and 99.2% (<italic>p-value</italic> &#x3d; 0.0057), respectively. In the Control reactor, a higher number of species with a significant indicator value were found, including <italic>Acidovorax</italic> (98.9%, <italic>p-value</italic> &#x3d; 0.013), <italic>Stenotrophomonas</italic> (97.4%, <italic>p-value</italic> &#x3d; 0.013), <italic>Pseudoxanthomonas</italic> (98.3%, <italic>p-value</italic> &#x3d; 0.013), <italic>Petrimonas</italic> (80.8%, <italic>p-value</italic> &#x3d; 0.0072), <italic>Thermomonas</italic> (69.5%, <italic>p-value</italic> &#x3d; 0.046) and <italic>Elizabethkingia</italic> (100%, <italic>p-value</italic> &#x3d; 0.021). While in Inoc, the genus <italic>Pseudomonas</italic> was the only one significantly characteristic with an indicator value of 56.9% (<italic>p-value</italic> &#x3d; 0.0018).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>IndVar based on bacterial community distribution at genus level and grouped according to voltage applied. Statistical significance was assessed considering a <italic>p-value &#x2264; 0.05</italic> (&#x2a;) and <italic>&#x2264;0.01</italic> (&#x2a;&#x2a;).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Genus</th>
<th align="left">1V</th>
<th align="left">2V</th>
<th align="left">C</th>
<th align="left">Inoc</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>Desulfosporosinus</italic>
</td>
<td align="left">
<bold>58.0&#x2a;&#x2a;</bold>
</td>
<td align="left">15.5</td>
<td align="left">0.1</td>
<td align="left">26.5</td>
</tr>
<tr>
<td align="left">
<italic>Acidovorax</italic>
</td>
<td align="left">0.2</td>
<td align="left">0.5</td>
<td align="left">
<bold>98.9&#x2a;</bold>
</td>
<td align="left">0.3</td>
</tr>
<tr>
<td align="left">
<italic>Pseudomonas</italic>
</td>
<td align="left">22.1</td>
<td align="left">19.0</td>
<td align="left">2.0</td>
<td align="left">
<bold>56.9&#x2a;&#x2a;</bold>
</td>
</tr>
<tr>
<td align="left">
<italic>Stenotrophomonas</italic>
</td>
<td align="left">0.2</td>
<td align="left">1.9</td>
<td align="left">
<bold>97.4&#x2a;</bold>
</td>
<td align="left">0.4</td>
</tr>
<tr>
<td align="left">
<italic>Pseudoxanthomonas</italic>
</td>
<td align="left">0.1</td>
<td align="left">1.5</td>
<td align="left">
<bold>98.3&#x2a;</bold>
</td>
<td align="left">0.2</td>
</tr>
<tr>
<td align="left">
<italic>Leptolinea</italic>
</td>
<td align="left">0.2</td>
<td align="left">47.3</td>
<td align="left">18.2</td>
<td align="left">34.4</td>
</tr>
<tr>
<td align="left">
<italic>Saccharicrinis</italic>
</td>
<td align="left">
<bold>90.3&#x2a;&#x2a;</bold>
</td>
<td align="left">4.3</td>
<td align="left">0.5</td>
<td align="left">4.9</td>
</tr>
<tr>
<td align="left">
<italic>Petrimonas</italic>
</td>
<td align="left">5.8</td>
<td align="left">8.4</td>
<td align="left">
<bold>80.8&#x2a;&#x2a;</bold>
</td>
<td align="left">5.1</td>
</tr>
<tr>
<td align="left">
<italic>Rheinheimera</italic>
</td>
<td align="left">0.1</td>
<td align="left">
<bold>80.6&#x2a;&#x2a;</bold>
</td>
<td align="left">0.0</td>
<td align="left">19.3</td>
</tr>
<tr>
<td align="left">
<italic>Thermomonas</italic>
</td>
<td align="left">0.4</td>
<td align="left">25.3</td>
<td align="left">
<bold>69.5&#x2a;</bold>
</td>
<td align="left">4.7</td>
</tr>
<tr>
<td align="left">
<italic>Hydrogenophaga</italic>
</td>
<td align="left">0.0</td>
<td align="left">
<bold>76.8&#x2a;</bold>
</td>
<td align="left">23.1</td>
<td align="left">0.0</td>
</tr>
<tr>
<td align="left">
<italic>Caloramator</italic>
</td>
<td align="left">
<bold>68.4&#x2a;&#x2a;</bold>
</td>
<td align="left">8.4</td>
<td align="left">0.2</td>
<td align="left">22.9</td>
</tr>
<tr>
<td align="left">
<italic>Sterolibacterium</italic>
</td>
<td align="left">0.0</td>
<td align="left">
<bold>99.2&#x2a;&#x2a;</bold>
</td>
<td align="left">0.8</td>
<td align="left">0.0</td>
</tr>
<tr>
<td align="left">
<italic>Mariniphaga</italic>
</td>
<td align="left">0.3</td>
<td align="left">40.4</td>
<td align="left">7.6</td>
<td align="left">51.8</td>
</tr>
<tr>
<td align="left">
<italic>Elizabethkingia</italic>
</td>
<td align="left">0.0</td>
<td align="left">0.0</td>
<td align="left">
<bold>100&#x2a;</bold>
</td>
<td align="left">0.0</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In addition to the formerly described analysis, a SIMPER test was performed to better understand which bacterial genera are significantly responsible for the differences observed between the conditions studied (<xref ref-type="table" rid="T2">Table 2</xref>). A comparison between the electro-assisted reactors (1V &#x2b; 2V) and Control revealed a dissimilarity of 87.5%, primarily attributed to <italic>Desulfosporosinus</italic> (19%), <italic>Acidovorax</italic> (13.5%), <italic>Stenotrophomonas</italic> (7.7%), <italic>Petrimonas</italic> (6.7%), <italic>Pseudoxanthomonas</italic> (5.8%) and <italic>Pseudomonas</italic> (5.7%). Among these, <italic>Desulfosporosinus</italic> and <italic>Pseudomonas</italic> were more abundant in the electro-assisted reactors, while <italic>Acidovorax</italic>, <italic>Stenotrophomonas</italic>, <italic>Petrimonas</italic> and <italic>Pseudoxanthomonas</italic> were more abundant in the Control. Comparing between electro-assisted reactors (1V vs 2V), a dissimilarity of 71.5% was observed, mainly by the abundance of <italic>Desulfosporosinus</italic> (24.9%), <italic>Leptolinea</italic> (9.2%), <italic>Rheinheimera</italic> (7.9%), <italic>Saccharicrinis</italic> (7.4%) and <italic>Pseudomonas</italic> (4.0%). <italic>Desulfosporosinus, Saccharicrinis</italic> and <italic>Pseudomonas</italic> were more abundant in 1V reactors, while <italic>Leptolinea</italic> and <italic>Rheinheimera</italic> in 2V reactors.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>SIMPER analysis performed to compare the genus bacterial composition of electro-assisted reactors.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Genus</th>
<th colspan="2" align="left">1V and 2V (%)</th>
<th colspan="2" align="left">(1V&#x2b;2V) and control (%)</th>
</tr>
<tr>
<th align="left">Dissimilarity<break/>Contrib<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
<sup>,</sup>
<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</th>
<th align="left">Total</th>
<th align="left">Dissimilarity<break/>Contrib<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>
<sup>,</sup>
<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</th>
<th align="left">Total<xref ref-type="table-fn" rid="Tfn3">
<sup>c</sup>
</xref>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>Desulfosporosinus</italic>
</td>
<td align="left">
<bold>24.9</bold>
</td>
<td align="left">24.9</td>
<td align="left">
<bold>19.0</bold>
</td>
<td align="left">19.0</td>
</tr>
<tr>
<td align="left">
<italic>Acidovorax</italic>
</td>
<td align="left">0.1</td>
<td align="left">24.9</td>
<td align="left">
<bold>13.5</bold>
</td>
<td align="left">32.5</td>
</tr>
<tr>
<td align="left">
<italic>Leptolinea</italic>
</td>
<td align="left">
<bold>9.2</bold>
</td>
<td align="left">34.1</td>
<td align="left">3.7</td>
<td align="left">36.2</td>
</tr>
<tr>
<td align="left">
<italic>Rheinheimera</italic>
</td>
<td align="left">
<bold>7.9</bold>
</td>
<td align="left">42.0</td>
<td align="left">2.8</td>
<td align="left">39.0</td>
</tr>
<tr>
<td align="left">
<italic>Stenotrophomonas</italic>
</td>
<td align="left">0.2</td>
<td align="left">42.2</td>
<td align="left">
<bold>7.7</bold>
</td>
<td align="left">46.7</td>
</tr>
<tr>
<td align="left">
<italic>Saccharicrinis</italic>
</td>
<td align="left">
<bold>7.4</bold>
</td>
<td align="left">49.6</td>
<td align="left">3.6</td>
<td align="left">50.3</td>
</tr>
<tr>
<td align="left">
<italic>Petrimonas</italic>
</td>
<td align="left">0.3</td>
<td align="left">49.9</td>
<td align="left">
<bold>6.7</bold>
</td>
<td align="left">57.1</td>
</tr>
<tr>
<td align="left">
<italic>Pseudoxanthomonas</italic>
</td>
<td align="left">0.1</td>
<td align="left">50.0</td>
<td align="left">
<bold>5.8</bold>
</td>
<td align="left">62.9</td>
</tr>
<tr>
<td align="left">
<italic>Pseudomonas</italic>
</td>
<td align="left">
<bold>4.0</bold>
</td>
<td align="left">54.0</td>
<td align="left">
<bold>5.7</bold>
</td>
<td align="left">68.6</td>
</tr>
<tr>
<td align="left">
<italic>Caloramator</italic>
</td>
<td align="left">3.2</td>
<td align="left">57.2</td>
<td align="left">1.9</td>
<td align="left">70.4</td>
</tr>
<tr>
<td align="left">
<italic>Thermomonas</italic>
</td>
<td align="left">1.5</td>
<td align="left">58.7</td>
<td align="left">3.0</td>
<td align="left">73.4</td>
</tr>
<tr>
<td align="left">
<italic>Mariniphaga</italic>
</td>
<td align="left">2.6</td>
<td align="left">61.4</td>
<td align="left">1.0</td>
<td align="left">74.4</td>
</tr>
<tr>
<td align="left">
<italic>Elizabethkingia</italic>
</td>
<td align="left">0.0</td>
<td align="left">61.4</td>
<td align="left">2.5</td>
<td align="left">76.9</td>
</tr>
<tr>
<td align="left">
<italic>Sterolibacterium</italic>
</td>
<td align="left">2.5</td>
<td align="left">63.8</td>
<td align="left">0.9</td>
<td align="left">77.8</td>
</tr>
<tr>
<td align="left">
<italic>Hydrogenophaga</italic>
</td>
<td align="left">2.3</td>
<td align="left">66.2</td>
<td align="left">1.0</td>
<td align="left">78.9</td>
</tr>
<tr>
<td align="left">
<italic>Anaerobaculum</italic>
</td>
<td align="left">2.1</td>
<td align="left">68.2</td>
<td align="left">1.0</td>
<td align="left">79.8</td>
</tr>
<tr>
<td align="left">
<italic>Moorella</italic>
</td>
<td align="left">1.8</td>
<td align="left">70.0</td>
<td align="left">0.8</td>
<td align="left">80.7</td>
</tr>
<tr>
<td align="left">
<italic>Simplicispira</italic>
</td>
<td align="left">1.6</td>
<td align="left">71.7</td>
<td align="left">0.6</td>
<td align="left">81.2</td>
</tr>
<tr>
<td align="left">
<italic>Thermoanaerobacter</italic>
</td>
<td align="left">1.3</td>
<td align="left">72.9</td>
<td align="left">0.8</td>
<td align="left">82.1</td>
</tr>
<tr>
<td align="left">
<italic>Spongiimonas</italic>
</td>
<td align="left">1.2</td>
<td align="left">74.2</td>
<td align="left">0.6</td>
<td align="left">82.7</td>
</tr>
<tr>
<td align="left">
<italic>Comamonas</italic>
</td>
<td align="left">1.2</td>
<td align="left">75.3</td>
<td align="left">0.4</td>
<td align="left">83.1</td>
</tr>
<tr>
<td align="left">
<italic>Imtechium</italic>
</td>
<td align="left">1.1</td>
<td align="left">76.5</td>
<td align="left">0.4</td>
<td align="left">83.5</td>
</tr>
<tr>
<td align="left">
<italic>Fluviicola</italic>
</td>
<td align="left">1.1</td>
<td align="left">77.6</td>
<td align="left">0.4</td>
<td align="left">83.9</td>
</tr>
<tr>
<td align="left">
<italic>Thiobacillus</italic>
</td>
<td align="left">1.1</td>
<td align="left">
<bold>78.7</bold>
</td>
<td align="left">0.6</td>
<td align="left">
<bold>84.5</bold>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Dissimilarity contrib.: correspond to percentage that each genus is contributing to dissimilarity between the groups compared.</p>
</fn>
<fn id="Tfn2">
<label>
<sup>b</sup>
</label>
<p>Only genera that contribute &#x2265;1.0%, in at least one sample, to the dissimilarity are included in the table.</p>
</fn>
<fn id="Tfn3">
<label>
<sup>c</sup>
</label>
<p>Total: correspond to accumulative contribution of each genus to dissimilarity percentage.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<sec id="s4-1">
<title>4.1 Electro-assisted autotrophic denitrification performances</title>
<p>When working with BER, researchers generally seek to promote the formation of an electroactive biofilm during 2&#x2013;3 weeks of acclimation, which ends when a significant increase in electron flow is observed (<xref ref-type="bibr" rid="B59">Patil et al., 2010</xref>; <xref ref-type="bibr" rid="B53">Mier et al., 2021</xref>; <xref ref-type="bibr" rid="B30">Hackbarth et al., 2023</xref>). Interestingly, in some systems working in mode &#x201c;Electro-fermentation&#x201d; there is no electroactive biofilm formation. In these cases, the electron fluxes are very small, in the order of &#xb5;A, but significant changes in microbial communities and fermentation products are observed (<xref ref-type="bibr" rid="B79">Toledo-Alarc&#xf3;n et al., 2019</xref>; <xref ref-type="bibr" rid="B78">2021</xref>; <xref ref-type="bibr" rid="B12">Carde&#xf1;a et al., 2024</xref>). Our results show an increase of the autotrophic denitrification rate associated with changes in the bacterial diversity. Specifically, BERs operated at 1V had a denitrification rate 40% higher than the maximum reported (8.19 &#xb1; 0.97&#xa0;g NO<sub>3</sub>
<sup>&#x2212;</sup>-N/m<sup>2</sup>&#xb7;d) (<xref ref-type="bibr" rid="B26">Feng et al., 2024</xref>), while the BER operated at 2V is comparable with typical removal rates ranging from 0.23&#x2013;3.67&#xa0;g NO<sub>3</sub>
<sup>&#x2212;</sup>-N/m<sup>2</sup>&#xb7;d, including single and double chamber BERs (<xref ref-type="bibr" rid="B63">Pous et al., 2016</xref>; <xref ref-type="bibr" rid="B47">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B84">Vijay et al., 2019</xref>; <xref ref-type="bibr" rid="B45">Lin et al., 2021</xref>; <xref ref-type="bibr" rid="B99">Zhao et al., 2023</xref>). Denitrification is fully associated with bacterial activity as no electrochemical reduction of nitrate was observed in the abiotic controls at 1V and 2V.</p>
<p>Sulfate and nitrate were added to synthetic groundwater to mimic the composition of a real one. Both molecules are known to function as final electrons acceptors during anoxic growth of some bacteria. However, as shown in <xref ref-type="disp-formula" rid="e1">Equation 1</xref> and <xref ref-type="disp-formula" rid="e2">Equation 2</xref>, nitrate is expected to be consumed preferentially over sulfate, as the nitrate reduction pathway provides more free energy per electron to the bacteria (<xref ref-type="bibr" rid="B11">Campos et al., 2019</xref>). Nitrate reduction was conducted via denitrification, as the TAN concentrations measured during the experimental time were zero, showing that dissimilarity reduction of nitrate to ammonia did not occur. The dissimilatory reduction of nitrate to ammonia tends to occur at high C/N ratios and with organic carbon sources (<xref ref-type="bibr" rid="B82">Utting et al., 2011</xref>; <xref ref-type="bibr" rid="B19">Chutivisut et al., 2018</xref>), conditions that were not present in our experiments.</p>
</sec>
<sec id="s4-2">
<title>4.2 Direct electron consumption in the selected denitrifying bacterial community at 1V</title>
<p>Selected bacterial community in the BERs operated at 1V was largely dominated by the genus <italic>Desulfosporosinus</italic>, a group of strict anaerobic and well-known sulfate-reducing bacteria (<xref ref-type="bibr" rid="B61">Pester et al., 2012</xref>). However, species such as <italic>Desulfosporosinus acididurans</italic> have been reported to be nitrate-reducing (<xref ref-type="bibr" rid="B69">S&#xe1;nchez-Andrea et al., 2015</xref>). As for the electron source, electroactive growth by consuming electrons from a cathode has been reported in <italic>Desulfosporosinus orientis</italic>. Although the mechanism of interaction with the electrode remains unknown, both biological and abiotic H<sub>2</sub> production as an electron mediator have been hypothesised (<xref ref-type="bibr" rid="B22">deCamposRodrigues and Rosenbaum, 2014</xref>; <xref ref-type="bibr" rid="B3">Agostino and Rosenbaum, 2018</xref>; <xref ref-type="bibr" rid="B2">Agostino et al., 2020</xref>). Besides, enrichment of the genus <italic>Desulfosporosinus</italic> from a mixed community has been reported during the simultaneous reduction of sulfate and nitrite in electro-assisted reactors (<xref ref-type="bibr" rid="B15">Chai et al., 2020</xref>).</p>
<p>The genus <italic>Caloramator</italic> was also enriched, which is composed of strict anaerobic and fermentative species that have been reported in reactors producing H<sub>2</sub> under thermophilic conditions (<xref ref-type="bibr" rid="B72">Seyfried et al., 2002</xref>; <xref ref-type="bibr" rid="B68">Rubiano-Labrador et al., 2013</xref>). Interestingly, this genus has recently been proposed as electroactive, as it has been reported to play a key role in the electrons transport using conductive materials and in the production of electricity in microbial fuel cells. (<xref ref-type="bibr" rid="B28">Fu et al., 2013</xref>; <xref ref-type="bibr" rid="B92">Yan et al., 2017</xref>). However, its mechanism of EET is so far unknown.</p>
<p>Another characteristic genus selected in BER at 1V was <italic>Saccharicrinis</italic>, which is composed of facultative anaerobic species that have been reported in reactors associated with heterotrophic denitrification (<xref ref-type="bibr" rid="B73">Sposob et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Han et al., 2021</xref>) but there is no evidence of species that can perform autotrophic denitrification (<xref ref-type="bibr" rid="B46">Liu et al., 2014</xref>; <xref ref-type="bibr" rid="B94">Yang et al., 2014</xref>). There is evidence that the application of a voltage could generate important changes on the surface of the bacterial membrane, causing even cellular decay (<xref ref-type="bibr" rid="B40">Krishnamurthi et al., 2020</xref>). This decay could make organic molecules available to the bacteria to use them as substrates during heterotrophic denitrification.</p>
<p>Considering the significant differences in the rate of nitrate consumption between Control and 1V, together with the metabolic characteristics of the selected bacterial community, we hypothesize that denitrification occurred primarily through direct consumption of electrons from the cathode.</p>
</sec>
<sec id="s4-3">
<title>4.3 Water electrolysis at 2V and its effect on denitrifying bacterial community selection</title>
<p>Unlike the experiments performed at 1V, the experiments at 2V were mainly driven by water electrolysis products. This is expected to occur from 1.23&#xa0;V under standard conditions (<xref ref-type="bibr" rid="B42">Lamy and Millet, 2020</xref>). Water electrolysis leads to O<sub>2</sub> and H<sub>2</sub> formation, which can be used as electron acceptors and donors, respectively. Despite the low current observed in our present work (&#x3c;1&#xa0;&#xb5;A), H<sub>2</sub> and O<sub>2</sub> formation could drive changes in the bacterial community, even though H<sub>2</sub> and O<sub>2</sub> were not detected in the headspace nor in the reactor. This is probably because the consumption rate of these gases was faster than the production rate and saturation was not reached in the liquid. The presence of dissolved gases in the bulk without reaching saturation to be desorbed to the headspace is a common phenomenon in microbial systems; in these cases, the measurement of oxidation-reduction potential is a more useful strategy to monitor the processes (<xref ref-type="bibr" rid="B39">Krayzelova et al., 2015</xref>; <xref ref-type="bibr" rid="B34">Illi et al., 2021</xref>; <xref ref-type="bibr" rid="B29">Fu et al., 2023</xref>).</p>
<p>Consequently, the electrons used during denitrification at 2V were supplied from H<sub>2</sub> oxidation. However, electroactive denitrification using electrons transferred directly from the cathode (in the same way as at 1V) could also occur due to the abundance of the <italic>Desulfosporosinus</italic> genus, especially early in the BER operation. Electrolysis-based H<sub>2</sub> occurrence was supported by the enrichment of the genus <italic>Hydrogenophaga</italic>. Members of the genus <italic>Hydrogenophaga</italic> are aerobic or facultative anaerobes (<xref ref-type="bibr" rid="B8">Banerjee et al., 2021</xref>) which can oxidize H<sub>2</sub> as an energy source reducing CO<sub>2</sub> as carbon source (<xref ref-type="bibr" rid="B10">Blohm et al., 2022</xref>; <xref ref-type="bibr" rid="B76">Thorat et al., 2022</xref>). In addition, there is evidence that members of this genus can completely reduce nitrate to dinitrogen (<xref ref-type="bibr" rid="B8">Banerjee et al., 2021</xref>). To the authors&#x2019; knowledge, <italic>Hydrogenophaga</italic> has not been described as an electroactive bacterium although its enrichment has already been reported in denitrifying BER (<xref ref-type="bibr" rid="B98">Zhao et al., 2017</xref>; <xref ref-type="bibr" rid="B60">Peng et al., 2018</xref>; <xref ref-type="bibr" rid="B95">Yao et al., 2022</xref>). Consequently, in our assays we attribute the increase in their relative abundance to nitrate reduction using H<sub>2</sub> as an energy source, as previously described by (<xref ref-type="bibr" rid="B62">Pous et al., 2022</xref>).</p>
<p>Besides <italic>Hydrogenophaga,</italic> the genera <italic>Rheinheimera</italic>, <italic>Leptolinea, and Sterolibacterium</italic> predominated the experiments at 2V. <italic>Leptolinea tardivitalis</italic> is the only known species of genus <italic>Leptolinea,</italic> which is a strictly anaerobic, heterotrophic bacterium that cannot utilize nitrate as electron acceptor (<xref ref-type="bibr" rid="B91">Yamada et al., 2006</xref>). <italic>Rheinheimera</italic> genus is a chemoheterotrophic bacterium that can grow in aerobic and facultative-anaerobic conditions. This genus can also reduce nitrate to nitrite in some aerobic species such as <italic>R. aestuarii H29T, R. pacifica CCUG 46544T, R. baltica DSM 14885T</italic> (<xref ref-type="bibr" rid="B6">Baek and Jeon, 2015</xref>) and some facultative anaerobic (<italic>e.g., Rheinheimera texasensis A62-14BT,</italic> and <italic>R. perlucida BA131T</italic>) (<xref ref-type="bibr" rid="B52">Merchant et al., 2007</xref>). <italic>Rheinmera</italic> genus has been associated with nitrogen removal on the cathode in anoxic environments (<xref ref-type="bibr" rid="B90">Xie et al., 2016</xref>) and has been reported growing in the planktonic biomass near the cathode, which means that it relies on mediators such as H<sub>2</sub>, flavins, quinones and phenazines (<xref ref-type="bibr" rid="B44">Lin et al., 2020</xref>).</p>
<p>Within the <italic>Sterolibacterium</italic> genus only one species is known, <italic>Sterolibacterium denitrificans</italic>, which is a facultative anaerobic bacterium (<xref ref-type="bibr" rid="B17">Chiang et al., 2008</xref>), capable of reducing nitrate using cholesterol as an electron donor (<xref ref-type="bibr" rid="B74">Tarlera and Denner, 2003</xref>). Since cholesterol and other sterols persist in an anaerobic digestate (<xref ref-type="bibr" rid="B86">Weckerle et al., 2023</xref>), they can be utilized by a specific microbial community as electron donors. In addition, <italic>Sterolibacterium</italic> have been reported to increase their relative abundance in O<sub>2</sub>-limited and nitrate-rich environments (<xref ref-type="bibr" rid="B16">Chen et al., 2024</xref>). Although the <italic>Sterolibacterium</italic> genus is not confirmed to be electroactive, it has been reported growing in the anode of an electrochemical biofilter for the treatment of municipal wastewater (<xref ref-type="bibr" rid="B93">Yang et al., 2018</xref>) and in the anode of a microbial fuel cell treating cattle manure slurry (<xref ref-type="bibr" rid="B89">Xie et al., 2017</xref>).</p>
<p>In addition to the denitrification reactions that occurred at 2V, oxidation reactions may have also occurred because of O<sub>2</sub> presence due to electrolysis. Consequently, O<sub>2</sub> may have competed with nitrate and nitrite as final electron acceptors. The lower nitrate consumption rate at 2V compared with the experiment performed at 1V could result from the competition of O<sub>2</sub> and nitrate (<xref ref-type="bibr" rid="B58">Ortega-Mart&#xed;nez et al., 2024</xref>).</p>
</sec>
<sec id="s4-4">
<title>4.4 Endogenous respiration in the control bacterial community</title>
<p>Bacterial community selected in the Control experiments included mainly the genus <italic>Acidovorax</italic> during the first days of operation. This genus has been widely reported to be dominant in heterotrophic, autotrophic and mixotrophic denitrifying systems (<xref ref-type="bibr" rid="B36">Jiang et al., 2020</xref>; <xref ref-type="bibr" rid="B77">Tian and Wang, 2021</xref>; <xref ref-type="bibr" rid="B64">Ren et al., 2022</xref>; <xref ref-type="bibr" rid="B7">Bai et al., 2023</xref>; <xref ref-type="bibr" rid="B96">Zhang et al., 2024</xref>). Some species known to perform complete heterotrophic denitrification include <italic>A. delafieldii</italic> and <italic>A. temperans</italic>. <italic>A. avenae</italic> has been reported to be associated with autotrophic denitrification (<xref ref-type="bibr" rid="B27">Fernandez et al., 2009</xref>), while other species such as <italic>A. facilis</italic> and <italic>A. konjaci</italic> can reduce nitrate only to nitrite (<xref ref-type="bibr" rid="B88">Willems and Gillis, 2015</xref>). The genus <italic>Petrimonas</italic>, to which bacterial species capable of using nitrate as an electron acceptor belong, was also relevant. This genus has been reported to be dominant in denitrifying systems (<xref ref-type="bibr" rid="B87">Whitman et al., 2015</xref>; <xref ref-type="bibr" rid="B43">Li et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Hu et al., 2023</xref>), while <italic>Stenotrophomonas</italic> and <italic>Pseudoxanthomonas</italic> are genera of Gram-negative bacteria of the family Xanthomonadaceae that have been reported in denitrifying reactors, but commonly as minority species (<xref ref-type="bibr" rid="B51">Mahto and Das, 2022</xref>; <xref ref-type="bibr" rid="B7">Bai et al., 2023</xref>; <xref ref-type="bibr" rid="B50">Luan et al., 2023</xref>; <xref ref-type="bibr" rid="B97">Zhang et al., 2023</xref>).</p>
<p>Endogenous respiration is a common phenomenon that occurs when, in the absence of external substrates, the hydrolytic enzymes present in the anaerobic biomass cause lysis of the microorganisms (<xref ref-type="bibr" rid="B83">Van Loosdrecht and Henze, 1999</xref>). Furthermore, it is expected that the endogenous respiration rate increased when the biomass was exposed to anoxic conditions since the nitrate-using bacteria tend to have a higher endogenous respiration rate compared to anaerobes (<xref ref-type="bibr" rid="B67">Rieger et al., 2001</xref>). Moreover, there is evidence that the addition of external electron acceptors, such as nitrate, during anaerobic digestion can increase the relative abundance of fermentative bacteria, which are responsible for the production and excretion of hydrolytic enzymes (<xref ref-type="bibr" rid="B55">Nguyen and Khanal, 2018</xref>; <xref ref-type="bibr" rid="B56">Nguyen et al., 2019</xref>). Consequently, endogenous respiration could explain the decrease in nitrate concentration observed in the Control reactors, when using organic autolysis as an organic matter source for denitrification. The results show that this requires about 15&#x2013;45&#xa0;mg COD/L, which obtained from endogenous respiration is at most 3.0% of the COD contained in the inoculated biomass.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>Our results demonstrate that the cathode can effectively serve as an electron donor for nitrate reduction in BER, with the applied voltage being a key factor influencing efficiency and microbial community dynamics. The highest nitrate removal rate was obtained at 1V, associated with the enrichment of the electroactive genus <italic>Desulfosporosinus</italic>, highlighting the potential of low-voltage operation to enhance denitrification without biofilm formation. In contrast, at 2V, O<sub>2</sub> produced via water electrolysis competed with nitrate as electron acceptor, reducing the denitrification rate. The enrichment of <italic>Hydrogenophaga</italic> at 2V suggests that H<sub>2</sub> generated by electrolysis contributed to nitrate reduction at this condition. These finding underscore the importance of optimizing the voltage applied for each reactor design to enhance nitrate removal efficiency. Our work represents a significant contribution to the scaling up of BER and their application in groundwater remediation, utilizing a single-chamber, membrane-free configuration, and a conventional power source instead of a potentiostat.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The datasets associated with the bacterial community sequencing presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/genbank/">https://www.ncbi.nlm.nih.gov/genbank/</ext-link>, PP819758&#x2013;PP820317.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>JT-A: Conceptualization, Formal Analysis, Funding acquisition, Resources, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. EO-M: Conceptualization, Investigation, Methodology, Validation, Writing&#x2013;original draft. JP-J: Conceptualization, Visualization, Writing&#x2013;original draft. OF: Conceptualization, Formal Analysis, Writing&#x2013;original draft. IN: Conceptualization, Methodology, Resources, Writing&#x2013;original draft. HZ-B: Conceptualization, Investigation, Writing&#x2013;original draft. JC: Conceptualization, Resources, Validation, Writing&#x2013;original draft. DJ: Conceptualization, Funding acquisition, Resources, Supervision, Validation, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was funded by the projects ANID&#x2013;FONDECYT 3210456 and ANID&#x2013;FONDEF ID23I10165.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2025.1475589/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2025.1475589/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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