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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Environ. Sci.</journal-id>
<journal-title>Frontiers in Environmental Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Environ. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-665X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1148872</article-id>
<article-id pub-id-type="doi">10.3389/fenvs.2023.1148872</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Environmental Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Metagenomic assessment of nitrate-contaminated mine wastewaters and optimization of complete denitrification by indigenous enriched bacteria</article-title>
<alt-title alt-title-type="left-running-head">Moloantoa et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenvs.2023.1148872">10.3389/fenvs.2023.1148872</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Moloantoa</surname>
<given-names>Karabelo M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/430839/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Khetsha</surname>
<given-names>Zenzile P.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1017680/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kana</surname>
<given-names>Gueguim E. B.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1808930/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Maleke</surname>
<given-names>Maleke M.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/593333/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Van Heerden</surname>
<given-names>Esta</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Castillo</surname>
<given-names>Julio C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/540844/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cason</surname>
<given-names>Errol D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/233780/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Microbiology and Biochemistry</institution>, <institution>University of the Free State</institution>, <addr-line>Bloemfontein</addr-line>, <addr-line>Free State</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Discipline of Microbiology</institution>, <institution>School of Life Sciences</institution>, <institution>College of Agriculture</institution>, <institution>Engineering and Science</institution>, <institution>University of KwaZulu-Natal</institution>, <institution>Westville Campus</institution>, <addr-line>Durban</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Sustainable Crop Production Systems Group</institution>, <institution>Department of Agriculture</institution>, <institution>Central University of Technology</institution>, <addr-line>Bloemfontein</addr-line>, <addr-line>Free State</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Life Sciences</institution>, <institution>Central University of Technology</institution>, <addr-line>Bloemfontein</addr-line>, <addr-line>Free State</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>iWater Pty Ltd.</institution>, <institution>Centre for Water Science and Management</institution>, <institution>North West University</institution>, <addr-line>Potchefstroom</addr-line>, <addr-line>North West</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Animal Sciences</institution>, <institution>University of the Free State</institution>, <addr-line>Bloemfontein</addr-line>, <addr-line>Free State</addr-line>, <country>South Africa</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/932774/overview">Julie Joseane Murcia Mesa</ext-link>, Universidad Pedag&#xf3;gica y Tecnol&#xf3;gica de Colombia, Colombia</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/502255/overview">Alejandro Rodriguez-Sanchez</ext-link>, University of Granada, Spain</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/59575/overview">Samik Bagchi</ext-link>, Digested Organics, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Karabelo M. Moloantoa, <email>MoloantoaK@ukzn.ac.za</email>; Errol D. Cason, <email>casoned@ufs.ac.za</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Water and Wastewater Management, a section of the journal Frontiers in Environmental Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1148872</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Moloantoa, Khetsha, Kana, Maleke, Van Heerden, Castillo and Cason.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Moloantoa, Khetsha, Kana, Maleke, Van Heerden, Castillo and Cason</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 contamination in water remains to be on the rise globally due to continuous anthropogenic activities, such as mining and farming, which utilize high amounts of ammonium nitrate explosives and chemical-NPK-fertilizers, respectively. This study presents insights into the development of a bioremediation strategy to remove nitrates (NO<sub>3</sub>
<sup>&#x2212;</sup>) using consortia enriched from wastewater collected from a diamond mine in Lesotho and a platinum mine in South Africa. A biogeochemical analysis was conducted on the water samples which aided in comparing and elucidating their unique physicochemical parameters. The chemical analysis uncovered that both wastewater samples contained over 120&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> and over 250&#xa0;mg/L of sulfates (SO<sub>4</sub>
<sup>2-</sup>), which were both beyond the acceptable limit of the environmental surface water standards of South Africa. The samples were atypical of mine wastewaters as they had low concentrations of dissolved heavy metals and a pH of over 5. A metagenomic analysis applied to study microbial diversities revealed that both samples were dominated by the phyla Proteobacteria and Bacteroidetes, which accounted for over 40% and 15%, respectively. Three consortia were enriched to target denitrifying bacteria using selective media and then subjected to complete denitrification experiments. Denitrification dynamics and denitrifying capacities of the consortia were determined by monitoring dissolved and gaseous nitrogen species over time. Denitrification optimization was carried out by changing environmental conditions, including supplementing the cultures with metal enzyme co-factors (iron and copper) that were observed to promote different stages of denitrification. Copper supplemented at 50&#xa0;mg/L was observed to be promoting complete denitrification of over 500&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup>, evidenced by the emission of nitrogen gas (N<sub>2</sub>) that was more than nitrous oxide gas (N<sub>2</sub>O) emitted as the terminal by-product. Modification and manipulation of growth conditions based on the microbial diversity enriched proved that it is possible to optimize a bioremediation system that can reduce high concentrations of NO<sub>3</sub>
<sup>&#x2212;</sup>, while emitting an environmentally-friendly N<sub>2</sub> instead of N<sub>2</sub>O, that is, a greenhouse gas. Data collected and discussed in this research study can be used to model an upscale NO<sub>3</sub>
<sup>&#x2212;</sup> bioremediation system aimed to remove nitrogenous and other contaminants without secondary contamination.</p>
</abstract>
<kwd-group>
<kwd>bioremediation</kwd>
<kwd>complete denitrification</kwd>
<kwd>copper toxicity</kwd>
<kwd>metal cofactors</kwd>
<kwd>metagenomics</kwd>
<kwd>microbial denitrification</kwd>
<kwd>nitrate contamination</kwd>
<kwd>optimization</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Anthropogenic activities associated with urbanization and industrialization can be considered the primary source of water pollution (<xref ref-type="bibr" rid="B140">Xue et al., 2016</xref>). With the establishment of multiple mega companies under different industries comes great chemical usage and waste disposal into the environment, which adds excessive pressure to the already stressed water resources worldwide (<xref ref-type="bibr" rid="B87">Mohapatra and Kirpalani, 2017</xref>). The intensive mining and agricultural activities in most developing African countries introduce various contaminants into the environment mostly due to the utilization of commercial fertilizers and the use of nitrogen-based explosives during blasting operations (<xref ref-type="bibr" rid="B8">Bijay-Singh and Craswell, 2021</xref>; <xref ref-type="bibr" rid="B88">Moloantoa et al., 2022</xref>). Owing to other uses of these explosives in most activities that involve rock detonation, such as mining, construction of roads, and mega infrastructure, surface and groundwater bodies around these sites are easily contaminated with high NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations from unexploded NH<sub>4</sub>NO<sub>3</sub>, which is oxidized to NO<sub>3</sub>
<sup>&#x2212;</sup> (<xref ref-type="bibr" rid="B29">Degnan et al., 2016</xref>; <xref ref-type="bibr" rid="B39">Feng et al., 2020</xref>). Heaps of rock tailings, containing some of the undetonated explosives and processing chemicals, such as nitric acid, also serve as sources of nitrogenous chemicals that leach into the environment, hence exuberating nitrogenous waste in the environment if their disposals are not managed (<xref ref-type="bibr" rid="B91">Ochieng et al., 2010</xref>; <xref ref-type="bibr" rid="B120">Sharma and Bhattachyarya, 2017</xref>). Owing to these anthropogenic activities, NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations can accumulate in water up to 400&#xa0;mg/L, which is 40 times the acceptable maximum limit of 10&#xa0;mg/L suggested by the World Health Organization (WHO) and 11&#xa0;mg/L according to the South Africa National Standards (SANS) (<xref ref-type="bibr" rid="B70">Lawniczak et al., 2016</xref>; <xref ref-type="bibr" rid="B140">Xue et al., 2016</xref>; <xref ref-type="bibr" rid="B132">Verlicchi and Grillini, 2020</xref>). Other localized industrial wastewaters, such as those from dairy waste, can have a NO<sub>3</sub>
<sup>&#x2212;</sup> concentration as high as 250&#xa0;mg/L when discharged from factories (<xref ref-type="bibr" rid="B40">Foglar et al., 2005</xref>), while mining wastewater from one mine discharge point can accumulate to over 74,000&#xa0;mg/L over three decades if the water is not treated, diluted, or released (<xref ref-type="bibr" rid="B128">Thorgersen et al., 2019</xref>).</p>
<p>The presence of NO<sub>3</sub>
<sup>&#x2212;</sup> in water at concentrations above 10&#xa0;mg/L poses a serious health threat as it can cause diseases such as methemoglobinemia, blue baby syndrome in infants, automatic abortions (mostly in animals), and colon cancer in humans and animals (<xref ref-type="bibr" rid="B31">Dhania and Rani, 2014</xref>; <xref ref-type="bibr" rid="B95">Oladeji, 2017</xref>; <xref ref-type="bibr" rid="B107">Rajta et al., 2019</xref>). Other impacts of NO<sub>3</sub>
<sup>&#x2212;</sup> in water include eutrophication, which results in excessive growth of algae (algal bloom) and other fast-growing plants over the rivers and streams, causing dead zones in the stationary water bodies by depleting and misbalancing nutrients in water (<xref ref-type="bibr" rid="B137">Withers et al., 2014</xref>; <xref ref-type="bibr" rid="B39">Feng et al., 2020</xref>). Owing to the NO<sub>3</sub>
<sup>&#x2212;</sup> contamination challenge being a threat to fresh water availability and a source of health hazards, various treatment options have been applied involving physical, chemical, and biological approaches. In the past three decades, methods applied in NO<sub>3</sub>
<sup>&#x2212;</sup> remediation in water, including chemical precipitation, distillation, reverse osmosis, electrodialysis, ion-exchange, and bio-denitrification, have been applied extensively in an attempt to curb the continuation and worsening of NO<sub>3</sub>
<sup>&#x2212;</sup> contamination in water (<xref ref-type="bibr" rid="B26">Dahab, 1991</xref>; <xref ref-type="bibr" rid="B80">Matei and Racoviteaun, 2021</xref>). Recently, because of the fastidious nature of intermediate N species (NO<sub>2</sub>
<sup>&#x2212;</sup>, NO, and N<sub>2</sub>O) from partial denitrification, approaches of combining both chemical and biological methods have been explored (<xref ref-type="bibr" rid="B105">Puigserver et al., 2022</xref>). Nevertheless, prospects of optimizing microbial complete denitrification that would produce mainly N<sub>2</sub> gas as the terminal by-product has drawn attention as a possible, sustainable, and efficient NO<sub>3</sub>
<sup>&#x2212;</sup> remediation method from water (<xref ref-type="bibr" rid="B88">Moloantoa et al., 2022</xref>). Nitrogen gas is a desired denitrification by-product as it is an environmentally friendly gas released into the atmosphere to further be cycled spontaneously in the ecosystem, and this contrasts with NO and N<sub>2</sub>O, which are greenhouse gases (<xref ref-type="bibr" rid="B72">Levy-Booth et al., 2014</xref>). Microbial denitrification is a complex yet well-studied biochemical process that is controlled by many factors (<xref ref-type="bibr" rid="B54">Huang et al., 2011</xref>; <xref ref-type="bibr" rid="B72">Levy-Booth et al., 2014</xref>), including metals such as Cu and Fe, which act as co-factors in the metabolic activities of NO<sub>3</sub>
<sup>&#x2212;</sup> reduction (<xref ref-type="bibr" rid="B11">Bowles et al., 2012</xref>; <xref ref-type="bibr" rid="B78">Marietou, 2016</xref>; <xref ref-type="bibr" rid="B79">Mart&#xed;nez-Espinosa, 2020</xref>).</p>
<p>Oxidized nitrogen (N) species (NO<sub>3</sub>
<sup>&#x2212;</sup>, NO<sub>2</sub>
<sup>&#x2212;</sup>, NO, and N<sub>2</sub>O) occurring naturally can be used as an electron acceptor by many bacteria, archaea, and fungi that use the nitrogenous compounds in their protein and nucleic acid synthesis; hence the involvement of microorganisms facilitating the N-cycle in the terrestrial and aquatic environments (<xref ref-type="bibr" rid="B72">Levy-Booth et al., 2014</xref>; <xref ref-type="bibr" rid="B60">Kamp et al., 2015</xref>). Denitrifying bacteria capable of reducing NO<sub>3</sub>
<sup>&#x2212;</sup> to N<sub>2</sub> gas are generally found in NO<sub>3</sub>
<sup>&#x2212;</sup> contaminated wastewater and have been isolated, enriched, and applied in NO<sub>3</sub>
<sup>&#x2212;</sup> bioremediation systems to mitigate NO<sub>3</sub>
<sup>&#x2212;</sup> contamination (<xref ref-type="bibr" rid="B21">Correa-Galeote et al., 2013</xref>; <xref ref-type="bibr" rid="B55">Huang et al., 2015</xref>). Denitrifying bacteria are members of various phyla, such as Proteobacteria (<italic>Pseudomonas</italic> sp., <italic>Citrobacter</italic> sp., and <italic>Paracoccus</italic> sp.), Firmicutes (<italic>Bacillus</italic> sp.), and Actinobacteria (Intrasporagium sp.), and are characterized by containing functional denitrifying genes: narG/napA, nirK/S, norB, and nosZ (<xref ref-type="bibr" rid="B90">Nogales et al., 2002</xref>). These genes transcribe proteins that facilitate the stepwise reduction of NO<sub>3</sub>
<sup>&#x2212;</sup> to nitrite (NO<sub>2</sub>
<sup>&#x2212;</sup>), NO<sub>2</sub>
<sup>&#x2212;</sup> to nitric oxide (NO), NO to nitrous oxide (N<sub>2</sub>O), and eventually N<sub>2</sub>O to dinitrogen gas (N<sub>2</sub>) (<xref ref-type="bibr" rid="B48">Green et al., 2010</xref>; <xref ref-type="bibr" rid="B54">Huang et al., 2011</xref>).</p>
<p>Microbial N metabolisms, particularly denitrification as an enzymatic system, depend on environmental conditions that dictate the rates and the efficiencies of the enzymes facilitating the process (<xref ref-type="bibr" rid="B130">Torres et al., 2016</xref>; <xref ref-type="bibr" rid="B107">Rajta et al., 2019</xref>; <xref ref-type="bibr" rid="B79">Mart&#xed;nez-Espinosa, 2020</xref>). Denitrifying proteins are metallo-enzymes with selected heavy metals, such as copper (Cu), iron (Fe), and molybdenum (Mo), playing vital roles as co-factors to induce and catalyze enzymatic activation, rates, and efficiency during denitrification (<xref ref-type="bibr" rid="B46">Glass and Orphan, 2012</xref>). The production of the terminal denitrification product, nitrogen (N<sub>2</sub>), is because of Cu-dependent nitrous oxide reductase (nosZ) enzyme, and its activity can be greatly regulated by pH and Cu concentrations in the environment (<xref ref-type="bibr" rid="B121">Shen et al., 2020</xref>). As Cu promotes the transcription of nitrous oxide reductases (nosZ) and its functionality as a co-factor, its deficiency in the environment might result in the accumulation of N<sub>2</sub>O rendering the denitrification system ineffective in increasing the production of greenhouse gases, such as NO and N<sub>2</sub>O (<xref ref-type="bibr" rid="B9">Black et al., 2016</xref>; <xref ref-type="bibr" rid="B43">Gao et al., 2017</xref>).</p>
<p>To date, the majority of research conducted on optimizing complete denitrification has been conducted on pure cultures of bacteria with the aim of understanding the biochemical pathways involved in bio-denitrification. In recent biotechnological applications of bacteria for the remediation of NO<sub>3</sub>
<sup>&#x2212;</sup>-contaminated water, the focus remains primarily on known and benchmarked bacterial isolates used as consortia. In studies conducted by <xref ref-type="bibr" rid="B58">Jiang et al. (2023)</xref>, an enriched consortium from a sewage treatment plant contained model denitrifiers: <italic>P. stutzeri</italic> and <italic>Paracoccus</italic> sp., which were reported to have participated in the removal of NO<sub>3</sub>
<sup>&#x2212;</sup>, NO<sub>2</sub>
<sup>&#x2212;</sup>, N<sub>2</sub>O, and total nitrogen (TN). Batch bioreactors are common in experimental bioremediation studies, and sewage as a source of wide microbial communities has become a source of various other denitrifying bacteria (<xref ref-type="bibr" rid="B135">Wang et al., 2022</xref>). In most denitrification studies in which enriched consortia are used, dynamics are monitored with the removal of dissolved nitrogen species: NO<sub>3</sub>
<sup>&#x2212;</sup>, NO<sub>2</sub>
<sup>&#x2212;</sup>, NH<sub>4</sub>
<sup>&#x2b;</sup>, and TN, without validation if N<sub>2</sub>O (potent greenhouse gas) has also been reduced to N<sub>2</sub>, which is an environmentally friendly gas and desired by-product to be emitted by a denitrification system (<xref ref-type="bibr" rid="B1">Adouani et al., 2015</xref>; <xref ref-type="bibr" rid="B135">Wang et al., 2022</xref>; <xref ref-type="bibr" rid="B58">Jiang et al., 2023</xref>).</p>
<p>With different bacterial groups beside model isolates (<italic>P. stutzeri</italic> and <italic>Paracoccus</italic> sp.) that are capable of facilitating different steps of denitrification, this study focuses on optimizing their synergistic approach as a consortium to facilitate complete denitrification. Insights into the manipulation of metabolic pathways through supplementing enzyme co-factors, switching of carbon sources, and creating conducive environmental conditions as optimization approaches are collectively explored. This study presents stepwise development and optimization of a bioremediation system that promotes the complete reduction of NO<sub>3</sub>
<sup>&#x2212;</sup> and intermediate N-species (NO<sub>2</sub>
<sup>&#x2212;</sup>, NO, and N<sub>2</sub>O) with the aim of directing the system to yield N<sub>2</sub> gas as a final product in conditions mimicking the natural environment.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Site descriptions</title>
<p>Two mining companies, 1) a platinum mine situated in South Africa (Pt-SA) and 2) a diamond mine in Lesotho (D-Lst) with contamination alerts of high nitrate concentrations (over 100&#xa0;mg/L-NO<sub>3</sub>
<sup>-</sup>) in their wastewaters, were used as study sites for the project. The names and precise locations of the companies cannot be revealed due to a non-disclosure agreement (NDA) that is in place. Site 1: Pt-SA is an underground platinum (Pt) mine situated in the Northwest Province of South Africa with water around the mine reported to contain elevated NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations from the nearby mine wastewater catchment and sewage drainages. The mine has a wastewater catchment for potential purification and reuse in the mining processes; however, the water has not been successfully treated, hence its storage. Site 2: D-Lst is a diamond mine situated on the north-eastern side of the Kingdom of Lesotho, a landlocked country within South Africa. The mine is an open cast mine with water catchments near the river for which if it overflows during heavy rains, the water will easily overflow into the river causing a potential threat to the community using water from the river. Both mines utilize tons of ammonium-based explosives, which are most likely to be the source of elevated NO<sub>3</sub>
<sup>&#x2212;</sup> concentration in their wastewater catchments.</p>
</sec>
<sec id="s2-2">
<title>2.2 Wastewater sampling and hydrogeochemical sample analysis</title>
<p>Water samples were collected using sterile 25&#xa0;L polyethylene drums. The drums were rinsed three times with site water before collection. A generator-powered water pump connected to a two-way hose pipe was used to transfer water from the catchments into the drums. The collecting end of the hose pipe was immersed 50&#xa0;cm vertically into the water source before pumping into the sampling drum. The following chemical parameters were measured on site: pH and total dissolved solids (TDS) using an ExStik<sup>&#xae;</sup>II probe; Model EC500 (EXTECH Instruments). On arrival at the laboratory, the working samples were harvested from the drums and hydrogeochemical analysis was performed within 24&#xa0;h of sample storage for further water sample characterization.</p>
<p>The working samples were subjected to complete chemical analysis to determine their physicochemical characteristics. The concentration of dissolved anions, such as NO<sub>3</sub>
<sup>&#x2212;</sup>, SO<sub>4</sub>
<sup>2-</sup>, and Cl<sup>&#x2212;</sup>, was determined using ion chromatography (IC), while total organic carbon (TOC) and CaCo<sub>3</sub> were determined using a TOC analyzer. Concentrations of elemental cations in the wastewater samples (i.e., Ca, Mg, K, P, Na, Fe, Al, Mn, Ni, and Zn) were determined by inductively coupled plasma-optical emission spectroscopy (Prodigy 7 High Dispersion ICP-OES). For the ICP-OES sample preparation, 200&#xa0;mL of each wastewater sample was acidified to a pH of less than 2 with HNO<sub>3</sub> (2%) and filtered through 0.22&#xa0;&#xb5;m pore-sized filters. The samples were then stored at 4&#xb0;C until they were sent to the Institute of Groundwater Studies (IGS, RSA) at the University of the Free State (UFS, RSA) for the abovementioned chemical analysis.</p>
</sec>
<sec id="s2-3">
<title>2.3 Genomic DNA extraction and metagenomic sample analysis</title>
<p>Molecular analysis of the bacterial content in the water was conducted by concentrating bacterial cells through centrifugation (Eppendorf-Centrifuge 5810R) of 400&#xa0;mL of the two wastewater samples (6000 RCF, 10&#xa0;min) in 50&#xa0;mL portions. The pellets were combined for each sample and used for genomic DNA (gDNA) extraction using the NucleoSpin<sup>&#xae;</sup> Soil kit (Macherey-Nagel, Germany) according to the manufacturer&#x2019;s instructions. The quality (pure dsDNA concentration and ds/ssRNA contamination concentration) and integrity (DNA sheering) of the DNA were determined using a NanoDrop 3300 fluorospectrometer (Thermo Scientific, Waltham, MA, United States) and 1% agarose gel stained with ethidium bromide (EtBr), respectively. Agarose gels were visualized under UV illumination with a Chem-Doc XRS (Bio-Rad Laboratories) gel documentation system as a quality control measure.</p>
<p>To explore microbial communities in the wastewater samples, the extracted gDNA samples were subjected to Illumina MiSeq sequencing analysis at the Centre for Proteomic Genomic Research (CPGR), Cape Town, South Africa. The sequence libraries were prepared by amplifying approximately the 460 bp region located in the hyper-variable V3/4 region of the 16S rRNA gene with overhang Illumina adapter overhang nucleotide sequences (<xref ref-type="bibr" rid="B65">Klindworth et al., 2013</xref>). A polymerase chain reaction (PCR) was performed with a broad-spectrum 16S rRNA primer set: forward primer: 5&#x2032;-TCG TCG GCA GCG TCA GAT GTG TAT AAG AGA CAG CCT ACG GGN GGC WGC AG-3&#x2032; and reverse primer: 5&#x2032;-GTC TCG TGG GCT CGG AGA TGT GTA TAA GAG ACA GGA CTA CHV GGG TAT CTA ATC C-3&#x2019; (<xref ref-type="bibr" rid="B36">Fadeev et al., 2021</xref>). The 16S V3/4 amplicons were purified using the Agencourt-AMPure XP bead clean-up kit (Beckman Coulter Genomics, Danvers, MA, United States), followed by a second amplification to attach dual indices and Illumina sequencing adapters using the Nextera XT Index kit (Illumina, San Diego, CA, United States). Final purification using the AMPure XP bead clean-up kit (Beckman Coulter Genomics) was carried out, followed by library quantification, normalization, pooling, and denaturing before being subjected to a 2 &#xd7; 301 cycle sequencing on the Illumina MiSeq using the MiSeq v3 reagent kit (Illumina). The obtained 16S rRNA gene sequence data were analyzed using QIIME v1.9.1 as described by <xref ref-type="bibr" rid="B16">Caparoso et al. (2010)</xref> with adopted modifications by <xref ref-type="bibr" rid="B19">Cason et al. (2020)</xref>. Operational taxonomic unit (OTU) tables were rarefied to 39,787 reads per sample. Metabolic activities of OTUs detected in the wastewater samples were predicted using Functional Annotation of Prokaryotic Taxa (FAPROTAX) v1.2.2. Analyses of the abundance tables were carried out using R v3.6.1 (<ext-link ext-link-type="uri" xlink:href="http://www.r-project">www.r-project</ext-link>) (<xref ref-type="bibr" rid="B106">R Development Core Team, 2011</xref>) and the phyloseq package (<xref ref-type="bibr" rid="B83">McMurdie and Holmes, 2013</xref>).</p>
</sec>
<sec id="s2-4">
<title>2.4 Analytical methods for denitrification dynamics</title>
<p>In all dynamic and optimization experiments, monitoring of parameters was conducted by regular sampling from batch cultivations with defined media, incubation periods, and conditions. Cultivations were carried out in 100&#xa0;mL volumes in 150&#xa0;mL serum vials for anaerobic cultivations and 250&#xa0;mL Erlenmeyer flasks for aerobic cultivations unless otherwise reported. Samples were collected using sterile syringes into Eppendorf tubes, and the analysis was conducted within 1&#xa0;h after collection using standardized methods described as follows based on the parameters monitored. All batch experiments were incubated at a constant temperature of 30&#xb0;C in a shacking incubator rotating at 150&#xa0;rpm over a defined period according to each experiment. Microbial growth in each culture was monitored by measuring the optical density at 600&#xa0;nm (OD<sub>600nm</sub>) using a Spectronic<sup>&#xae;</sup> GENESYSTM 5 spectrophotometer. Fresh medium was used to blank the spectrophotometer prior to analyzing samples. The concentrations of dissolved N-species, NO<sub>2</sub>
<sup>&#x2212;</sup> and NO<sub>3</sub>
<sup>&#x2212;</sup>, were determined using the Griess assay adopted from <xref ref-type="bibr" rid="B7">Bhusal and Muriana (2021)</xref>. Fresh reagents used in the assay were prepared every 14&#xa0;days during the analysis with the validation of their efficacy tested using stand solutions. The amount of biogenic gaseous N-species, N<sub>2</sub>O and N<sub>2</sub>, produced from denitrification experiments was determined by analyzing collected gas samples from vials using gas chromatography (GC) (SHIMADZU Scientific Instruments). Two different columns were used to analyze and verify N<sub>2</sub> and N<sub>2</sub>O percentages due to the interference of Ar(g) used as an inert gas in the vials. Helium was used as a carrier gas in both analyses in which N<sub>2</sub> gas was analyzed using the Molsieve GC capillary column (Agilent J&#x26;W CP-Molsieve 5&#xc5;) and N<sub>2</sub>O gas was analyzed using the Shincarbon-ST column (<xref ref-type="bibr" rid="B94">Okada et al., 2005</xref>). The TCD injector, oven, and detector were preheated to 200&#xb0;C prior to the manual gas injection. Owing to the instability of NO that spontaneously and rapidly oxidizes to NH<sub>4</sub>
<sup>&#x2b;</sup> or NO<sub>2</sub>
<sup>&#x2212;</sup> and eventually NO<sub>3</sub>
<sup>&#x2212;</sup>, it was not analyzed but accounted for when analyzing NO<sub>3</sub>
<sup>&#x2212;</sup> in the medium. Concentrations of carbon sources used in the experiments: glucose and glycerol, were determined by high-performance liquid chromatography (HPLC) with a Shimadzu Prominence Liquid Chromatograph fitted with a refractive index detector (RID) and a BioRad Aminex HPX 87H (300&#xa0;mm &#xd7; 7.8&#xa0;mm) analytical column. The RID cell temperature was set at 40&#xa0;&#xb0;C, and the column was held at 65&#xa0;&#xb0;C. Sulfuric acid (0.5&#xa0;mM) was employed as an eluent at 0.6&#xa0;mL/min. Analytical-grade glucose in a series of concentrations from 0.1 to 5&#xa0;g/L was employed to construct a calibration curve. Shimadzu LabSolutions were employed for instrument control, and data analysis was conducted with Microsoft Excel. The final selected consortia were subjected to molecular analysis to identify and characterize the denitrifying bacterial groups in the culture. The culture was centrifuged to pellet the cells from a 100&#xa0;mL culture, and genomic DNA was extracted from the cells as previously described. The extracted DNA was sent to Illumina MiSeq sequencing analysis similar to that carried out for wastewater samples.</p>
</sec>
<sec id="s2-5">
<title>2.5 Microbial enrichments and denitrification benchmarking</title>
<p>Enrichment of denitrifying bacteria was conducted in a nutrient-rich nitrate-reducing medium (NRM) with medium contents indicated in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>. The medium was prepared with key ingredients of 1&#xa0;g of nitrate (NO<sub>3</sub>
<sup>&#x2212;</sup>) as the main electron acceptor and 1&#xa0;g of glucose as the sole electron donor with the pH adjusted to 6.5 (<xref ref-type="bibr" rid="B93">Ogden et al., 2002</xref>; <xref ref-type="bibr" rid="B110">Romano et al., 2019</xref>; <xref ref-type="bibr" rid="B10">B&#xf6;llmann and Martienssen, 2020</xref>). Medium (90&#xa0;mL) was aliquoted into 150&#xa0;mL serum vials, deoxygenated with Ar(g), autoclaved, and then, inoculated with 10% (v/v) of the wastewater samples to make up 100&#xa0;mL cultures (<xref ref-type="bibr" rid="B15">Calderer et al., 2010</xref>). After inoculation, the cultures were immediately sampled and then incubated at 30&#xb0;C in an automated shaker with a rotating speed of 150&#xa0;rpm for 120&#xa0;h (5&#xa0;days). From each culture, 2&#xa0;mL of samples were collected every 24&#xa0;h for analyzing the following parameters: microbial growth analysis by measuring OD at 600&#xa0;nm, denitrification dynamics by quantifying reduced NO<sub>3</sub>
<sup>&#x2212;</sup>, and NO<sub>2</sub>
<sup>&#x2212;</sup> produced and reduced using a Griess assay as described previously. For all cultivations, each batch was conducted in triplicates for all modified conditions during the enrichment and optimization experiments. The natural selection of denitrifying bacteria from the enriched consortia was induced by sub-culturing the primary enrichment to subsequent generations in the NRM with conditions that promoted the proliferation and dominance of nitrate-reducing bacteria in anaerobic conditions. The 10&#xa0;mL cultures were passaged from one generation as inoculum into 90&#xa0;mL of fresh NRM until the third (tertiary) generation (<xref ref-type="bibr" rid="B12">Br&#x171;ck et al., 2002</xref>). Among the cultures that were attained, those that attained less than 80% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction were discontinued from the enrichment cycle, while cultures with over 95% NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> reduction were subjected to further denitrification optimization experiments.</p>
</sec>
<sec id="s2-6">
<title>2.6 Optimization of complete denitrification</title>
<p>The selected consortia from the enrichments were subjected to complete denitrification tests with a focus on consortia that could reduce NO<sub>3</sub>
<sup>&#x2212;</sup>, NO<sub>2</sub>
<sup>&#x2212;</sup>, and N<sub>2</sub>O to produce N<sub>2</sub> gas as a terminal byproduct. The consortia were cultivated and maintained in the NRM for growth optimization and to promote denitrification over other metabolic processes (<xref ref-type="bibr" rid="B48">Green et al., 2010</xref>; <xref ref-type="bibr" rid="B37">Fan et al., 2018</xref>). All cultures were inoculated at 10% (v/v) inoculum to medium ratio with an inoculum of not more than 7&#xa0;days old for maintenance and all optimization batch experiments below unless otherwise stated (<xref ref-type="bibr" rid="B12">Br&#x171;ck et al., 2002</xref>). Glycerol was used as the sole carbon source in all batch experiments applied at 1:1 ratio with nitrates (C/N) to benchmark feasible denitrification with an economical carbon source used in wastewater treatment plants as opposed to glucose or lactate (<xref ref-type="bibr" rid="B41">Fountoulakis et al., 2010</xref>; <xref ref-type="bibr" rid="B119">Schroeder et al., 2020</xref>; <xref ref-type="bibr" rid="B102">Pl&#xd6;hn et al., 2022</xref>).</p>
<sec id="s2-6-1">
<title>2.6.1 Effects of high NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> concentrations on complete denitrification</title>
<p>Three selected consortia: C1, C2, and C3, which produced more N<sub>2</sub> gas with the compete removal of dissolved N-species, were subjected to higher NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> removal optimization tests. The three consortia were cultured in the NRM with 1,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> and further subjected to a high-NO<sub>3</sub>
<sup>&#x2212;</sup> concentration removal test and tolerance to biogenic intermediate NO<sub>2</sub>
<sup>&#x2212;</sup> with the aim of determining the minimum amount of NO<sub>2</sub>
<sup>&#x2212;</sup> that hinders bacterial growth and the continuation of complete denitrification. The cultures were inoculated in the NRM with increasing NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations of up to 10,000&#xa0;mg/L, ranging as follows: 1,000, 2,000, 5,000, and 10,000&#xa0;mg/L (<xref ref-type="bibr" rid="B101">Pinar et al., 1997</xref>; <xref ref-type="bibr" rid="B93">Ogden et al., 2002</xref>; <xref ref-type="bibr" rid="B10">B&#xf6;llmann and Martienssen, 2020</xref>). The tests were conducted in triplicates for each of the three cultures under anaerobic conditions. The experiment was conducted for 7&#xa0;days at 30&#xb0;C with daily analytical monitoring of bacterial growth (OD<sub>600nm</sub>) and NO<sub>3</sub>
<sup>&#x2212;</sup>, and NO<sub>2</sub>
<sup>&#x2212;</sup> concentrations, as previously discussed.</p>
</sec>
<sec id="s2-6-2">
<title>2.6.2 Effects of Fe<sup>2&#x2b;</sup> and Cu<sup>2&#x2b;</sup> as metal co-factors in complete denitrification</title>
<p>A metal-induced denitrification test was conducted with 2,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> in the NRM supplemented with 5&#xa0;mg/L each of Cu(II) and Fe(II) supplied separately in the form of CuSO<sub>4</sub> (1.99&#xa0;mg/L of Cu(II)) and FeSo4 (1.84&#xa0;mg/L of Fe(II)), respectively. The three consortia were assessed individually for Cu<sup>2&#x2b;</sup> effects in promoting the reduction of NO<sub>3</sub>
<sup>&#x2212;</sup> and lowering of biogenic N<sub>2</sub>O emission to promote terminal N<sub>2</sub> gas production (<xref ref-type="bibr" rid="B147">Zou et al., 2013</xref>; <xref ref-type="bibr" rid="B51">He et al., 2019</xref>). Bacterial growth was monitored by the reading of OD<sub>600nm</sub> to assess the impact of the metals on bacterial growth, as well as other complete denitrification dynamics, as monitored previously with the included analysis of biogenic gas production of N<sub>2</sub>O and N<sub>2</sub> quantified using gas chromatography (GC), as described above. The best consortium was selected for downstream experiments based on the complete denitrification detected by 100% removal of NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> and reduction of N<sub>2</sub>O detected by increasing amounts of N<sub>2</sub> gas.</p>
</sec>
<sec id="s2-6-3">
<title>2.6.3 Optimization of complete denitrification in synthetic wastewater (SWW)</title>
<p>To mimic environmental settings like the ones where the samples were collected, a synthetic wastewater (SWW) medium adopted from the studies conducted by <xref ref-type="bibr" rid="B40">Foglar et al. (2005)</xref> was used in denitrification optimization. The medium was prepared with modifications to match the chemical composition of the wastewater samples collected from the mining sites. The medium was prepared using pure grade chemicals as listed in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>. Glycerol was used as the sole carbon source with 2,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> at a ratio of 1:1 C/N. One consortium was used for this section of the study and subsequent optimization studies.</p>
<p>Nitrite (NO<sub>2</sub>
<sup>&#x2212;</sup>) accumulation from the reduction of NO<sub>3</sub>
<sup>&#x2212;</sup> in SWW was observed and a change of carbon source among other preliminary troubleshooting approaches revealed a positive response evident with the reduction of NO<sub>2</sub>
<sup>&#x2212;</sup>. Carbon source was then changed from glycerol to glucose to assess and evaluate NO<sub>3</sub>
<sup>&#x2212;</sup> reduction capacities in SWW. Individual reduction dynamics of NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> added separately as sole N-sources were evaluated in SWW with glucose as the sole carbon source. The cultures were incubated in anaerobic conditions at 30&#xb0;C while monitoring OD<sub>600nm</sub>, NO<sub>3</sub>
<sup>&#x2212;</sup>, and NO<sub>2</sub>
<sup>&#x2212;</sup> reduction for the effectivity of glucose in the reduction of dissolved N-sources.</p>
<p>The consortium was subjected to complete denitrification optimization by supplementing the media with increasing concentrations of Cu<sup>2&#x2b;</sup> from 0, 10, 25, 50, and 75&#xa0;mg/L. Glucose was used as the sole carbon source in a 1:1 and 2:1 (C/N) ratio with 1,000 and 2,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> in SWW. Denitrification dynamics were monitored as described previously with daily measurements of OD<sub>600nm</sub>, NO<sub>3</sub>
<sup>&#x2212;</sup>, and NO<sub>2</sub>
<sup>&#x2212;</sup> concentrations, and finally, determination of the percentages of N<sub>2</sub>O and N<sub>2</sub> gases produced as terminal denitrification products was carried out.</p>
<p>The selected consortium was finally subjected to molecular analysis to identify and characterize the denitrifying bacterial groups responsible for complete denitrification. The cultures (triplicate from one consortium) were centrifuged to pellet the cells from a 100&#xa0;mL culture, and the genomic DNA was extracted and sent to CPGR for Illumina MiSeq sequencing analysis as described previously.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Hydrogeochemical analysis of the water samples</title>
<p>Physicochemical parameters of the wastewater samples (Pt-SA and D-Lst) were determined, and the obtained results are recoded in <xref ref-type="table" rid="T1">Table 1</xref>. Owing to potential sewage spillages in Pt-SA, the introduction of fecal microorganisms in water can alter the water chemistry, including the elevation of NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations (<xref ref-type="bibr" rid="B120">Sharma and Bhattacharya, 2017</xref>; <xref ref-type="bibr" rid="B96">Olds et al., 2018</xref>). The pH of both samples was higher than 5 with the evidence that it could have resulted in low metal leaching from tailings, thus limiting their concentrations in water (<xref ref-type="bibr" rid="B68">Kr&#xf3;l et al., 2020</xref>; <xref ref-type="bibr" rid="B81">Matodzi et al., 2020</xref>; <xref ref-type="bibr" rid="B98">Park et al., 2020</xref>). Chemical compositions of industrial wastewaters, such as mining, differ in dissolved metal concentrations due to the type of rocks associated with the mineral being mined (<xref ref-type="bibr" rid="B82">McCarthy, 2011</xref>; <xref ref-type="bibr" rid="B50">Guo et al., 2013</xref>). The Pt-SA sample is collected from an active platinum mine where the geological landscape is composed of mainly mafic and ultra-mafic igneous rocks from the crystallization of magma, which is less soluble and resistant to erosion predominantly forming reefs. In contrast, the D-LSt sample was collected from an active diamond mine where the geology of the environment is predominantly Kimberlite. The Kimberlite rock is composed of various chemicals and harbors not only diamonds as minerals but also Olivine [(Mg<sup>2&#x2b;</sup>, Fe<sup>2&#x2b;</sup>)2SiO<sub>4</sub>], which is mainly magnesium and iron (<xref ref-type="bibr" rid="B108">Robles-Cruz et al., 2012</xref>). Overall, water chemistry revealed close similarities of the physicochemical parameters of the wastewaters with low dissolved metal concentrations. Amongst parameters that exceeded the SANS limits, NO<sub>3</sub>
<sup>&#x2212;</sup> was found to be over 100&#xa0;mg/L in both samples.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Physicochemical parameters and anion and cation concentrations measured in the collected mine wastewater samples, with values above the SANS limits highlighted in grey.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="4" align="center">Physicochemical parameters and anion concentrations in (mg/L)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" style="background-color:#BFBFBF">Parameter (mg/L)</td>
<td align="center" style="background-color:#BFBFBF">Pt-SA</td>
<td align="center" style="background-color:#BFBFBF">D-Lst</td>
<td align="center" style="background-color:#BFBFBF">SANS limits</td>
</tr>
<tr>
<td align="left">pH</td>
<td align="left">5.01</td>
<td align="left">6.92</td>
<td align="left">&#x3e;5 and &#x3c;9.7</td>
</tr>
<tr>
<td align="left">Bromide</td>
<td align="left">0.7983</td>
<td align="left">&#x3c;0.010</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left">Chlorine</td>
<td align="left">242.94</td>
<td align="left">6.66</td>
<td align="left">&#x3c;300</td>
</tr>
<tr>
<td align="left">Fluoride</td>
<td align="left">0.14</td>
<td align="left">0.09</td>
<td align="left">&#x3c;1.5</td>
</tr>
<tr>
<td align="left">Calcium hardness</td>
<td align="left">462</td>
<td align="left">109</td>
<td align="left">&#x3c;375</td>
</tr>
<tr>
<td align="left">Magnesium hardness</td>
<td align="left">462</td>
<td align="left">109</td>
<td align="left">&#x3c;287</td>
</tr>
<tr>
<td align="left">Nitrate</td>
<td align="left">177</td>
<td align="left">127</td>
<td align="left">&#x3c;11</td>
</tr>
<tr>
<td align="left">Sulphate</td>
<td align="left">460</td>
<td align="left">256</td>
<td align="left">&#x3c;250</td>
</tr>
<tr>
<td align="left">Phosphate</td>
<td align="left">&#x3c;0.010</td>
<td align="left">&#x3c;0.010</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left">Sodium adsorption ratio (SAR)</td>
<td align="left">4.20</td>
<td align="left">2.41</td>
<td align="left">1.5</td>
</tr>
<tr>
<td align="left">Total hardness as CaCO<sub>3</sub>
</td>
<td align="left">739</td>
<td align="left">484</td>
<td align="left">&#x3c;662</td>
</tr>
<tr>
<td align="left">Total dissolved solids (TDS)</td>
<td align="left">2016</td>
<td align="left">1,192</td>
<td align="left">&#x3c;1,200</td>
</tr>
<tr>
<td align="left">Electrical conductivity (mS/m)</td>
<td align="left">219</td>
<td align="left">118</td>
<td align="left">&#x3c;170</td>
</tr>
<tr>
<td align="left">Total organic carbon (TOC)</td>
<td align="left">4.77</td>
<td align="left">6.82</td>
<td align="left">&#x3c;10</td>
</tr>
</tbody>
</table>
<table>
<thead valign="top">
<tr>
<td colspan="4" align="center">Cation concentrations in (mg/L)</td>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" style="background-color:#BFBFBF">Parameter (mg/L)</td>
<td align="left" style="background-color:#BFBFBF">Pt-SA</td>
<td align="left" style="background-color:#BFBFBF">D-Lst</td>
<td align="left" style="background-color:#BFBFBF">SANS limits</td>
</tr>
<tr>
<td align="left">&#xa0;&#xa0;Aluminum</td>
<td align="left">0.048</td>
<td align="left">&#x3c;0.010</td>
<td align="left">&#x3c;0.3</td>
</tr>
<tr>
<td align="left">&#x2003;Arsenic</td>
<td align="left">&#x3c;0.010</td>
<td align="left">&#x3c;0.010</td>
<td align="left">&#x3c;0.010</td>
</tr>
<tr>
<td align="left">&#x2003;Boron</td>
<td align="left">0.051</td>
<td align="left">0.036</td>
<td align="left">&#x3c;2.4</td>
</tr>
<tr>
<td align="left">&#x2003;Calcium</td>
<td align="left">111</td>
<td align="left">150</td>
<td align="left">&#x3c;150</td>
</tr>
<tr>
<td align="left">&#x2003;Magnesium</td>
<td align="left">113</td>
<td align="left">26.6</td>
<td align="left">&#x3c;70</td>
</tr>
<tr>
<td align="left">&#x2003;Manganese</td>
<td align="left">0.065</td>
<td align="left">0.008</td>
<td align="left">&#x3c;0.4</td>
</tr>
<tr>
<td align="left">&#x2003;Chromium</td>
<td align="left">&#x3c;0.010</td>
<td align="left">&#x3c;0.010</td>
<td align="left">0.050</td>
</tr>
<tr>
<td align="left">&#x2003;Copper</td>
<td align="left">0.025</td>
<td align="left">0.02</td>
<td align="left">&#x3c;2</td>
</tr>
<tr>
<td align="left">&#x2003;Iron</td>
<td align="left">0.027</td>
<td align="left">0.117</td>
<td align="left">&#x3c;2</td>
</tr>
<tr>
<td align="left">&#x2003;Potassium</td>
<td align="left">31.9</td>
<td align="left">4.55</td>
<td align="left">&#x3c;50</td>
</tr>
<tr>
<td align="left">&#x2003;Molybdenum</td>
<td align="left">0.047</td>
<td align="left">0.02</td>
<td align="left">NA</td>
</tr>
<tr>
<td align="left">&#x2003;Sodium</td>
<td align="left">263</td>
<td align="left">115</td>
<td align="left">&#x3c;200</td>
</tr>
<tr>
<td align="left">&#x2003;Lead</td>
<td align="left">&#x3c;0.010</td>
<td align="left">&#x3c;0.010</td>
<td align="left">&#x3c;0.01</td>
</tr>
<tr>
<td align="left">&#x2003;Zinc</td>
<td align="left">0.038</td>
<td align="left">0.021</td>
<td align="left">&#x3c;5</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>NA, not applicable.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>TDS of 2,016&#xa0;mg/L determined in the Pt-SA sample can be attributed to the high dissolved inorganic salts and organic particles (<xref ref-type="table" rid="T1">Table 1</xref>), most likely due to the influx of sewage into the water source (<xref ref-type="bibr" rid="B13">Butler and Ford, 2018</xref>). Comparatively, the D-Lst wastewater sample had a lower TDS of 1,192&#xa0;mg/L with the lowest metal concentrations. Although below the SANS, Fe concentrations were higher in sample D-Lst at 0.117&#xa0;mg/L compared to 0.027&#xa0;mg/L of sample Pt-SA. In both samples, three heavy metal cations, arsenic (As), chromium (Cr), and lead (Pb), had concentrations below the detection limit of the ICP, which further corroborates that the wastewater samples do not have typical acid mine wastewater characteristics (<xref ref-type="bibr" rid="B82">McCarthy, 2011</xref>; <xref ref-type="bibr" rid="B35">Egashira et al., 2012</xref>; <xref ref-type="bibr" rid="B86">Modoi et al., 2014</xref>). It can further be suggested that based on these physicochemical parameters, the wastewater samples present an oligotrophic environment rich in nutrients, specifically nitrogen with a slightly acidic to neutral pH, and reducing micro-toxic conditions suitable for facultative anaerobes, including most denitrifying bacteria (<xref ref-type="bibr" rid="B103">Ponce-Soto et al., 2015</xref>). The majority of the detected anions (<xref ref-type="table" rid="T1">Table 1</xref>) were within the SANS limits except for NO<sub>3</sub>
<sup>&#x2212;</sup>, SO<sub>4</sub>
<sup>2-</sup>, and PO<sub>4</sub>
<sup>3-</sup>, specifically in Pt-SA. The wastewaters had high Mg<sup>2&#x2b;</sup> and CaCO<sub>3</sub> concentrations, which is indicative of water hardness (<xref ref-type="bibr" rid="B3">Ahn et al., 2018</xref>). Ordinarily, sulfates (SO<sub>4</sub>
<sup>2-</sup>) and carbonates (CaCO<sub>3</sub>) occur in higher concentrations in mine wastewaters due to their abundance in the earth&#x2019;s crust and are hence associated with most mineral-bearing rocks that get mined for mineral extraction (<xref ref-type="bibr" rid="B38">Fang et al., 2018</xref>). Although not alarmingly high, SO<sub>4</sub>
<sup>2&#x2b;</sup> appeared to be the second dominant contaminant also above the SANS limits in both samples. Pt-SA, with sewage contamination, had higher anion concentrations as compared to the D-Lst sample with more water hardness containing elevated Mg<sup>2&#x2b;</sup>, Ca<sup>2&#x2b;</sup>, and CaCO<sub>3</sub> concentrations (<xref ref-type="bibr" rid="B49">Grochowska, 2020</xref>). According to the Department of Water Affairs and Forestry (DWAF) regulations in South Africa, the value of sodium adsorption ratio (SAR) above 1.5 in irrigation water is considered toxic for the environment and both samples&#x2019; higher SAR values of 4.2 in Pt-SA and 2.41 in D-Lst indicate their toxicity, even for farming activities (<xref ref-type="bibr" rid="B34">DWAF, 1996</xref>; <xref ref-type="bibr" rid="B61">Kgopa et al., 2018</xref>).</p>
<p>Nitrate concentrations in the Pt-SA and D-Lst samples were 177 and 127&#xa0;mg/L, respectively, which were both over 10 fold higher than the maximum acceptable limit of &#x3c;11&#xa0;mg/L according to the SANS. Most mining explosives contain NH<sub>4</sub>NO<sub>3</sub>, which can be oxidized to NO<sub>3</sub>
<sup>&#x2212;</sup>, which completely dissolves in water, resulting in their accumulation over time (<xref ref-type="bibr" rid="B24">Cyplik et al., 2012</xref>; <xref ref-type="bibr" rid="B29">Degnan et al., 2016</xref>; <xref ref-type="bibr" rid="B39">Feng et al., 2020</xref>). Water contamination poses environmental and health threats that need an urgent remediation strategy to mitigate the impacts incurred by high NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations (<xref ref-type="bibr" rid="B88">Moloantoa et al., 2022</xref>). With such wastewater physicochemical characteristics, the samples provide a suitable growth environment for nitrogen-metabolizing microorganisms that can be isolated, enriched, and applied in a NO<sub>3</sub>
<sup>&#x2212;</sup> bioremediation system.</p>
</sec>
<sec id="s3-2">
<title>3.2 Exploring the microbial diversities in the wastewaters</title>
<p>Microbial diversity was assessed using 16S rRNA-targeted metagenomic sequencing, and the data acquired revealed 3,938 and 2,931 OTUs in samples PT-SA and D-Lst, respectively. Sample PT-SA seemed to be the most diverse relative to D-Lst with a total of nine against five dominant phyla detected, respectively (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The most abundant bacterial phyla in both samples were Proteobacteria, Bacteroidetes, Verrucomicrobia, Actinobacteria, and Planctomycetes, which are common in most mine wastewaters (<xref ref-type="bibr" rid="B25">Dadrasnia et al., 2017</xref>; <xref ref-type="bibr" rid="B64">Kiskov&#xe1; et al., 2018</xref>; <xref ref-type="bibr" rid="B97">Osunmakinde et al., 2019</xref>). The remaining four phyla, Acidobacteria, Chlamydiae, Cyanobacteria, and Firmicutes, were exclusively found in sample Pt-SA, which had a slightly acidic to neutral pH of 5.01 and sewage flowing into the water promoting the dominance of various microorganisms that use different metabolites in the wastewaters (<xref ref-type="bibr" rid="B14">Cai et al., 2014</xref>). Furthermore, Proteobacteria was the most dominant phylum in both mine wastewater samples, accounting for 42.8% and 47.7% in Pt-SA and D-Lst, respectively, which is common in most mine wastewater samples (<xref ref-type="bibr" rid="B77">Ma et al., 2015</xref>; <xref ref-type="bibr" rid="B64">Kiskov&#xe1; et al., 2018</xref>). Likewise, <xref ref-type="bibr" rid="B144">Zhang et al. (2018)</xref> reported the dominance of Proteobacteria as compared to other phyla in lakes with high NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations. The second dominant bacterial phylum was Bacteroidetes, accounting for 15.8% and 15.7% in Pt-SA and D-Lst, respectively. The phylum Bacteroidetes has been regarded as the human-associated bacterial indicator in wastewater assessments, and its presence in both samples occurring in similar percentages of dominance indicates human-associated contamination in the samples (<xref ref-type="bibr" rid="B14">Cai et al., 2014</xref>; <xref ref-type="bibr" rid="B96">Olds et al., 2018</xref>). The presence of these two bacterial groups, Proteobacteria and Bacteroidetes, is common in NO<sub>3</sub>
<sup>&#x2212;</sup>-contaminated water with a near-neutral pH, high NO<sub>3</sub>
<sup>&#x2212;</sup> concentration, and denitrification bioreactors in which their dominance in the wastewater samples can serve as a source of bacteria for bioremediation purposes (<xref ref-type="bibr" rid="B112">Safonov et al., 2018</xref>; <xref ref-type="bibr" rid="B59">Jinxiang et al., 2020</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Taxonomic distribution and characteristics of bacterial communities in the D-Lst and Pt-SA samples: <bold>(A)</bold> Microbial relative abundance on a phylum level. <bold>(B)</bold> Microbial relative abundance on a genera level. <bold>(C)</bold> Functional annotation of OTUs, using FAPROTAX, of metabolic abundances from the two wastewater samples.</p>
</caption>
<graphic xlink:href="fenvs-11-1148872-g001.tif"/>
</fig>
<p>In addition to sewage being the source of various bacterial groups in the Pt-SA sample, the near-neutral pH of 6.92 in sample D-Lst could have also been the reason why Acidobacteria were not dominant in the wastewater but prevalent in the Pt-SA sample with a pH of 5.01. For example, <xref ref-type="bibr" rid="B113">Sait et al. (2006)</xref> isolated more colonies of Acidobacteria at pH 5.5 than at pH 7, which further substantiated the relevance of lower pH in promoting the prevalence of Acidobacteria, even in environmental samples. The presence of specific bacterial communities in water systems, such as dams, lakes, and rivers, is strongly linked to pH and chemical composition that become selective to the microbiome of the environment (<xref ref-type="bibr" rid="B113">Sait et al., 2006</xref>; <xref ref-type="bibr" rid="B139">Wu et al., 2017</xref>; <xref ref-type="bibr" rid="B99">Paruch et al., 2019</xref>). The presence of Cyanobacteria in the Pt-SA wastewater sample serves as an indicative bacterial group for an environment that is stable and nutrient-rich, while in this case, sewage could have been the main source of excess nutrients as the phylum was abundant only in Pt-SA (<xref ref-type="bibr" rid="B109">Romanis et al., 2021</xref>). Among the phyla that were exclusively dominant in Pt-SA, Firmicutes was present and commonly known to dominate anaerobic digestors degrading polymers such as polysaccharides, proteins, and lipids, which are present in high concentrations in sewage, hence their absence in the D-Lst sample (<xref ref-type="bibr" rid="B57">Jabari et al., 2016</xref>; <xref ref-type="bibr" rid="B89">Nascimento et al., 2018</xref>). Sewage is mainly composed of human waste that includes pathogenic and gut microbiota associated with humans, which could be the result of Chlamydiae as a known human pathogenic bacteria group becoming prevalent in the Pt-SA sample (<xref ref-type="bibr" rid="B20">Collingro et al., 2020</xref>). A taxonomic comparison of the two wastewater samples at the genus level revealed 54 dominant genera and characterized their percentage of abundance in the samples; 39 were beyond 1% in dominance as annotated in <xref ref-type="fig" rid="F1">Figure 1B</xref>. Among the detected genera, well-studied and reported denitrifiers, such as <italic>Pseudomonas</italic>, <italic>Citrobacter</italic>, and <italic>Clostridium</italic>, were among the dominant groups that drive the N-cycle in the wastewater systems, which aids the quest to enrich some known and novel denitrifying bacterial groups in the samples (<xref ref-type="bibr" rid="B53">Huang and Tseng, 2001</xref>; <xref ref-type="bibr" rid="B63">Kim et al., 2005</xref>; <xref ref-type="bibr" rid="B76">Lv et al., 2017</xref>; <xref ref-type="bibr" rid="B107">Rajta et al., 2019</xref>).</p>
<p>FAPROTAX analysis in <xref ref-type="fig" rid="F1">Figure 1C</xref> revealed a total of 26 inferred metabolic pathways by the bacterial communities in the wastewater samples. Functional metabolic predictions in the D-Lst sample revealed that over 50% of the metabolic network consisted of chemo-heterotrophy, which is carried out by both the organotrophs and lithotrophs in the environment (<xref ref-type="bibr" rid="B107">Rajta et al., 2019</xref>). With high TOC (6.82), excess amounts of NO<sub>3</sub>
<sup>&#x2212;</sup> (127&#xa0;mg/L) and SO<sub>4</sub>
<sup>2-</sup> (256&#xa0;mg/L) in the D-Lst sample relatively concurred with the presence of oligotrophs and lithotrophs utilizing chemical compounds, such as NH<sub>3</sub>
<sup>&#x2b;</sup>, NO<sub>3</sub>
<sup>&#x2212;</sup>, and SO<sub>4</sub>
<sup>2-</sup>, as metabolites. The most abundant predicted metabolic pathways in Pt-SA were the ones facilitated by the Cyanobacteria that accounted for over 40% of the total functional groups. In a nutrient- and carbon-rich environment, such as the one presented by Pt-SA, photoautotrophic (<xref ref-type="bibr" rid="B138">Woo, 2018</xref>) and chloroplast-aided photosynthetic (<xref ref-type="bibr" rid="B127">Tang et al., 2011</xref>) metabolisms facilitated by the Cyanobacteria tend to be more prevalent. Among the common metabolisms predicted in both samples, there was nitrate reduction and nitrogen and nitrate respiration, which play roles in N-cycling in the environment. Genera of bacteria responsible for nitrate metabolisms, such as <italic>Bacillus</italic>, <italic>Clostridium</italic>, and <italic>Citrobacter</italic>, were concurrently detected in the samples, and the metabolic predictions further validate their presence in the mine wastewater samples (<xref ref-type="bibr" rid="B64">Kiskov&#xe1; et al., 2018</xref>; <xref ref-type="bibr" rid="B129">Tiburcio et al., 2020</xref>). Nitrification and ammonium oxidation metabolic pathways both result in the formation of NO<sub>3</sub>
<sup>&#x2212;</sup> and were exclusively predicted in the Pt-SA sample that had the highest nitrate concentrations (177&#xa0;mg/L), which strongly suggests that nitrifying bacteria converts NH<sub>4</sub>
<sup>&#x2b;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> to NO<sub>3</sub>
<sup>&#x2212;</sup> (<xref ref-type="bibr" rid="B123">Spangler and Gilmour, 1966</xref>; <xref ref-type="bibr" rid="B63">Kim et al., 2005</xref>). In addition, the Pt-SA sample had more human-associated and mammal gut-related metabolisms, as reported previously (<xref ref-type="bibr" rid="B14">Cai et al., 2014</xref>; <xref ref-type="bibr" rid="B62">Kho and Lal, 2018</xref>; <xref ref-type="bibr" rid="B20">Collingro et al., 2020</xref>).</p>
<p>The composition of bacterial species and their functional potential can be influenced by geochemical parameters, such as pH, metal concentrations, and electron acceptors/donors, in the wastewater. For instance, wastewater samples and treatment plants can serve as excellent sources of indigenous bacteria capable of bioremediation of contaminated wastewater (<xref ref-type="bibr" rid="B21">Correa-Galeote et al., 2013</xref>; <xref ref-type="bibr" rid="B89">Nascimento et al., 2018</xref>). In fact, several authors have successfully enriched NO<sub>3</sub>
<sup>&#x2212;</sup>-reducing bacteria from a wastewater treatment plant and used the enrichment cultures as inoculum for bioremediation research studies (<xref ref-type="bibr" rid="B74">Liu et al., 2016</xref>; <xref ref-type="bibr" rid="B142">Yao et al., 2020</xref>). The readily available NO<sub>3</sub>
<sup>&#x2212;</sup> and SO<sub>4</sub>
<sup>2-</sup> in the samples serve as terminal electron acceptors in the metabolic activities of large groups of nitrogen- and sulfur-metabolizing bacteria. The presence of ammonium oxidizing microorganisms, which contain the amoA gene, indicates that the enrichments of all microbial groups without selection could lead to the conversion of NH<sub>3</sub>
<sup>&#x2b;</sup> to NO<sub>3</sub>
<sup>&#x2212;</sup> for denitrification to take place when oxygen levels become lower and conducive for denitrification (<xref ref-type="bibr" rid="B107">Rajta et al., 2019</xref>). In contrast, the same nitrifying microorganisms could also cause a reversal effect of NO<sub>3</sub>
<sup>&#x2212;</sup> production in a system aimed to reduce the contaminant. Indeed, the difference in the microbial diversities of the samples signified the importance of chemical differences and sources of contamination in wastewater samples.</p>
</sec>
<sec id="s3-3">
<title>3.3 Enrichment of denitrifying bacteria from mine wastewaters</title>
<p>As FAPROTAX only infers metabolic potential from the taxonomy data, further validation was required to identify the presence of nitrate-reducing genes in the samples analyzed. The cultivation and enrichments of bacterial species containing these genes could result in their application for NO<sub>3</sub>
<sup>&#x2212;</sup>bioremediation (<xref ref-type="bibr" rid="B54">Huang et al., 2011</xref>; <xref ref-type="bibr" rid="B72">Levy-Booth et al., 2014</xref>; <xref ref-type="bibr" rid="B111">Rossi et al., 2015</xref>). Viable bacteria in the samples were successfully enriched in the NRM with glycerol as an electron donor and other components listed in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref> (<xref ref-type="bibr" rid="B75">Liu et al., 2011</xref>). In general, nitrate-reducing bacteria are expected to be present in high-NO<sub>3</sub>
<sup>&#x2212;</sup>-contaminated environments as they use oxidized nitrogen compounds as electron acceptors. However, their presence does not equate to their activity due to metabolic limitations imposed by high metal concentrations (<xref ref-type="bibr" rid="B42">Gang et al., 2013</xref>; <xref ref-type="bibr" rid="B52">He et al., 2020</xref>) and environmental conditions, such as low temperature, low pH, and high dissolved oxygen and carbon source availability (<xref ref-type="bibr" rid="B114">Saleh-Lakha et al., 2009</xref>; <xref ref-type="bibr" rid="B56">Igiri et al., 2018</xref>). The utilization of nitrate as the terminal electron acceptor under anoxic conditions served as a force of selection in growing facultative and obligate anaerobic nitrate-reducing bacteria (<xref ref-type="bibr" rid="B84">Melton et al., 2014</xref>). A total of 30 consortia were characterized based on their NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> reduction capacities as well as the volumetric measure of biogenic gas produced over time. A cut-off limit of 95% NO<sub>3</sub>
<sup>&#x2212;</sup> removal from an initial 1,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> was set for the selection of consortia to characterize and optimize for complete denitrification. Overall, three of the 30 consortia attained 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction within 48&#xa0;h.</p>
</sec>
<sec id="s3-4">
<title>3.4 Consortia assessment of denitrification dynamics of high nitrate concentrations</title>
<p>The three selected consortia (C1, C2, and C3) that attained 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction were further subjected to denitrification tests in batch experiments to determine their potential and capacity to completely remove dissolved NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> at elevated concentrations. A minimum of 1,000&#xa0;mg/L was applied during enrichment and a maximum of 10,000&#xa0;mg/L was applied during tolerance studies by <xref ref-type="bibr" rid="B101">Pinar et al. (1997)</xref>.</p>
<p>From the obtained results, all consortia attained a 100% reduction of 1,000&#xa0;mg/L NO<sub>3</sub>
<sup>&#x2212;</sup> and all biogenic NO<sub>2</sub>
<sup>&#x2212;</sup> that formed subsequently over a 7-day incubation period (168&#xa0;h). Bacterial tolerance to NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> was evaluated in experiments with up to 10,000&#xa0;mg/L of initial NO<sub>3</sub>
<sup>&#x2212;</sup> and biogenic NO<sub>2</sub>
<sup>&#x2212;</sup> forming from nitrate reduction. Remarkably, microbial proliferation for all concentrations was not affected by the NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations from 1,000 to 10,000&#xa0;mg/L (<xref ref-type="fig" rid="F2">Figures 2A&#x2013;C</xref>). It is worth noting that the lag and exponential phases of the consortia cultures were all within 12&#xa0;h. The maximum bacterial growth rate (&#x3bc;max) above 0.36&#xa0;h in all cultures was attained with their doubling time (Td) of less than 2&#xa0;h except by C1 at NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations of 5,000 and 10,000&#xa0;mg/L, which had a Td of over 2&#xa0;h. Although not uniform for all cultures, C1 and C2 had the same trend of lag phases that merged with the exponential phases indicating favorable growth and denitrifying conditions (<xref ref-type="bibr" rid="B85">Miyahara et al., 2010</xref>). For C3, there was a dip at the beginning of the lag phase indicating an adaptation period between 0 and 4&#xa0;h followed by the sharp exponential phase. These results demonstrated a similar trend of dipping lag phases as observed by <xref ref-type="bibr" rid="B73">Ling and Juanjuan, (2018)</xref> during their biological NO<sub>3</sub>
<sup>&#x2212;</sup> removal studies with a consortium from a sewage plant. The differences in the lag and exponential phases for the three consortia could be due to the different bacterial compositions growing at different rates. Among all three consortia, C2 had the shortest doubling time (Td &#x3d; 1.3) and the highest growth rate of more than 0.5, indicating favorable growth conditions for the consortium at 2,000&#xa0;mg/L (<xref ref-type="bibr" rid="B148">Cua and Stein, 2014</xref>). Cultures cultivated in the lowest NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations (1,000&#xa0;mg/L) were the first to reach deceleration phases, most likely due to the depleted electron acceptor (NO<sub>3</sub>
<sup>&#x2212;</sup>) in the medium. This was indicated by the gradual decline of the growth curves after 40&#xa0;h of incubation (<xref ref-type="bibr" rid="B101">Pinar et al., 1997</xref>; <xref ref-type="bibr" rid="B85">Miyahara et al., 2010</xref>). In contrast, cultures in higher NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations (2,000, 5,000, and 10,000&#xa0;mg/L) maintained their stationary phases for up to 168&#xa0;h. Evidently, the enriched consortia demonstrated great tolerance to high NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations as the concentrations tested did not hinder or drastically affect microbial growth.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Microbial and denitrification dynamics in increasing nitrate concentrations. <bold>(A&#x2013;C)</bold> Microbial growth curves of C1, C2, and C3 cultures with 1,000, 2000, 5,000, and 10,000&#xa0;mg/L of NO<sub>3</sub>. <bold>(D&#x2013;F)</bold> Nitrate reduction profiles by C1, C2, and C3 consortia. <bold>(G&#x2013;I)</bold> Nitrite reduction profiles of C1, C2, and C3 consortia.</p>
</caption>
<graphic xlink:href="fenvs-11-1148872-g002.tif"/>
</fig>
<p>Notwithstanding the tolerance toward elevated concentrations of NO<sub>3</sub>
<sup>&#x2212;</sup>, the consortia could not attain 100% NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> removal at higher NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations (from 5,000 to 10,000&#xa0;mg/L), probably due to NO<sub>2</sub>
<sup>&#x2212;</sup> accumulation and toxicity (<xref ref-type="fig" rid="F2">Figures 2D&#x2013;I</xref>). Regardless of the incomplete NO<sub>3</sub>
<sup>&#x2212;</sup> removal in the cultures with the highest NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations (10,000&#xa0;mg/L), over 4,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> was removed, which highlights the tolerance and great capacity of the consortia to reduce elevated amounts of NO<sub>3</sub>
<sup>&#x2212;</sup>. Ideally, the consortia had to be continuously fed with carbon source to combat NO<sub>2</sub>
<sup>&#x2212;</sup> accumulation as carried out in continuous cultivations (<xref ref-type="bibr" rid="B126">Sun et al., 2009</xref>), while in this study, no additional carbon source was supplied so as to notice the effect of NO<sub>2</sub>
<sup>&#x2212;</sup> on the consortia. The reduction of NO<sub>3</sub>
<sup>&#x2212;</sup> by the enriched consortium and pure cultures at such high concentrations is rarely obtained (<xref ref-type="bibr" rid="B133">Vijaya-Chitra and Lakshmanaperumalsamy, 2006</xref>). In C1 and C2, 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction was attained at 18&#xa0;h for both 1,000 and 2,000&#xa0;mg/L NO<sub>3</sub>
<sup>&#x2212;</sup> attaining cultures at 55.55 and 111.11&#xa0;mg/L per hour, respectively. The fastest NO<sub>3</sub>
<sup>&#x2212;</sup> reduction of 1,000&#xa0;mg/L among the three consortia was 83.33 mg/L<sup>-1</sup> attained by C3 achieving 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction within 12&#xa0;h. For the consortia incubated in higher NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations of 5,000&#xa0;mg/L, the complete reduction was attained in all cultures at 36, 24, and 18&#xa0;h by C1, C2, and C3, respectively, with C3 exhibiting the fastest reduction rate, removing 277.78 mg/L<sup>-1</sup>. From all the reduction capacities displayed by the three consortia, it was evident that the enriched bacteria could reduce high NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations beyond the 3,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> reported by <xref ref-type="bibr" rid="B24">Cyplik et al. (2012)</xref>. The biological denitrification rates and effectiveness in most remediation systems are determined solely by the removal of NO<sub>3</sub>
<sup>&#x2212;</sup>. However, other intermediate nitrogen species, such NO<sub>2</sub>
<sup>&#x2212;</sup>, NO, NH<sub>4</sub>
<sup>&#x2b;</sup>, and N<sub>2</sub>O besides N<sub>2</sub> gas, serve as an indication of incomplete denitrification (<xref ref-type="bibr" rid="B67">Krishna Reddy et al., 2017</xref>; <xref ref-type="bibr" rid="B66">Kong et al., 2018</xref>). In cultures with higher NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations, the accumulation of more than 2,000&#xa0;mg/L of NO<sub>2</sub>
<sup>&#x2212;</sup> was observed mostly due to the formation of reactive oxygen species (ROS) from molecular oxygen and nitrogen species (RNS), such as NO from the accumulation of NO<sub>2</sub>
<sup>&#x2212;</sup> and NO as NO<sub>3</sub>
<sup>&#x2212;</sup> (<xref ref-type="bibr" rid="B33">Durzan and Pedroso, 2002</xref>; <xref ref-type="bibr" rid="B104">Poole, 2005</xref>; <xref ref-type="bibr" rid="B27">Damiani et al., 2016</xref>; <xref ref-type="bibr" rid="B142">Yao et al., 2020</xref>). For consortia grown on 2,000&#xa0;mg/L, C1 and C2 reduced over 90% and 50% of the formed NO<sub>2</sub>
<sup>&#x2212;</sup>, respectively, while C3 had low NO<sub>2</sub>
<sup>&#x2212;</sup> production and a lower reduction capacity of NO<sub>2</sub>
<sup>&#x2212;</sup>. The ability of consortium C3 to rapidly reduce high NO<sub>3</sub>
<sup>&#x2212;</sup> concentration and its lack of ability to reduce the NO<sub>2</sub>
<sup>&#x2212;</sup> could be attributed to the presence of nitrate-respiring bacteria that used NO<sub>3</sub>
<sup>&#x2212;</sup> for their metabolic activities but lack nitrite reductase genes that transcribe genes that facilitate NO<sub>2</sub>
<sup>&#x2212;</sup> reduction, hence its accumulation (<xref ref-type="bibr" rid="B90">Nogales et al., 2002</xref>; <xref ref-type="bibr" rid="B100">Philips et al., 2002</xref>). Owing to the overall performances of the consortia for NO<sub>3</sub>
<sup>&#x2212;</sup> reduction and denitrification under all concentrations, 2,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> was deemed as the benchmark target for the downstream experiments to optimize and evaluate complete denitrification capacities of the selected consortia.</p>
</sec>
<sec id="s3-5">
<title>3.5 Denitrification optimization by metal co-factors</title>
<p>Heavy metals such as copper (Cu), iron (Fe), and molybdenum (Mo) have been reported as co-factors in protein activity, including those involved in denitrification (<xref ref-type="bibr" rid="B46">Glass and Orphan, 2012</xref>; <xref ref-type="bibr" rid="B136">Wang et al., 2013</xref>; <xref ref-type="bibr" rid="B9">Black et al., 2016</xref>). Both iron (Fe<sup>2&#x2b;</sup>) and copper (Cu<sup>2&#x2b;</sup>) have the capacity to promote enzymatic activities of various denitrification steps and have been successfully explored in studies to enhance NO<sub>3</sub>
<sup>&#x2212;</sup> reduction by nitrate reductases (narG) (<xref ref-type="bibr" rid="B118">Schaedler et al., 2018</xref>), NO<sub>2</sub>
<sup>&#x2212;</sup> reduction by nitrite reductases (NirK) (<xref ref-type="bibr" rid="B48">Green et al., 2010</xref>), and N<sub>2</sub>O reduction by nitrous oxide reductases (nosZ) (<xref ref-type="bibr" rid="B116">Sanford et al., 2012</xref>). In this study, both Cu<sup>2&#x2b;</sup> and Fe<sup>2&#x2b;</sup> added at 5&#xa0;mg/L (<xref ref-type="bibr" rid="B71">Lee et al., 2009</xref>) were used as standardized test concentrations to explore their dynamic effects on the reduction rates of dissolved NO<sub>3</sub>
<sup>&#x2212;</sup> with the initial concentration of 2,000&#xa0;mg/L, while monitoring concentrations of biogenic NO<sub>2</sub>
<sup>&#x2212;</sup> and the production of N<sub>2</sub> as the terminal product for complete denitrification.</p>
<p>The obtained results recorded in <xref ref-type="table" rid="T2">Table 2</xref> revealed that cultures behaved differently when exposed to different conditions; for instance, four of the nine (three consortia: C1, C2, and C3 conducted in triplicates) metal-supplemented consortia, C3:Cu-NO<sub>3</sub>; C3:Cu and Fe-NO<sub>3</sub>; C2:Cu and Fe-NO<sub>3</sub>; and C2:Fe-NO<sub>3</sub>, attained 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction within 6&#xa0;h followed by the other three consortia, C1:Cu-NO<sub>3</sub>; C2:Cu-NO<sub>3</sub>, and C1:Cu and Fe-NO<sub>3</sub>, attaining 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction at 12&#xa0;h. All these cultures besides C3:Fe-NO<sub>3</sub> contained Cu<sup>2&#x2b;</sup> in the medium, which indicates the promoting effect Cu<sup>2&#x2b;</sup> (5&#xa0;mg/L) had on NO<sub>3</sub>
<sup>&#x2212;</sup> reduction. In consortia supplemented with only Fe<sup>2&#x2b;</sup>, the cultures demonstrated slow NO<sub>3</sub>
<sup>&#x2212;</sup> removal, with C2:Fe-NO<sub>3</sub> attaining 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction after 24&#xa0;h, while C1:Fe-NO3 attained less than 50% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction after 36&#xa0;h. There have been reports showing that Fe promotes NO<sub>3</sub>
<sup>&#x2212;</sup> reduction, but in this study, it seemed not to be the case (<xref ref-type="bibr" rid="B46">Glass and Orphan, 2012</xref>). Herein, our findings with the selected consortia supported the use of Cu<sup>2&#x2b;</sup> instead of Fe<sup>2&#x2b;</sup> to optimize NO<sub>3</sub>
<sup>&#x2212;</sup> reduction through metal co-factor supplementing.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Summary of the biogeochemical effects of metals (Cu and Fe) on denitrification dynamics on the three selected consortia.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th colspan="3" align="left">Contr: no metals</th>
<th colspan="3" align="left">Cu containing</th>
<th colspan="3" align="left">Fe containing</th>
<th colspan="3" align="left">Cu and Fe</th>
</tr>
<tr>
<th align="left">Consortia</th>
<th align="left">C1</th>
<th align="left">C2</th>
<th align="left">C3</th>
<th align="left">C1</th>
<th align="left">C2</th>
<th align="left">C3</th>
<th align="left">C1</th>
<th align="left">C2</th>
<th align="left">C3</th>
<th align="left">C1</th>
<th align="left">C2</th>
<th align="left">C3</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Time to stationary phase (h)</td>
<td align="left">12</td>
<td align="left">12</td>
<td align="left">12</td>
<td align="left">6</td>
<td align="left">12</td>
<td align="left">12</td>
<td align="left">6</td>
<td align="left">6</td>
<td align="left">6</td>
<td align="left">18</td>
<td align="left">6</td>
<td align="left">6</td>
</tr>
<tr>
<td align="left">Time of 100% NO<sub>3</sub> reduction (h)</td>
<td align="left">18</td>
<td align="left">18</td>
<td align="left">18</td>
<td align="left">12</td>
<td align="left">12</td>
<td align="left">6</td>
<td align="left">0</td>
<td align="left">24</td>
<td align="left">6</td>
<td align="left">12</td>
<td align="left">6</td>
<td align="left">6</td>
</tr>
<tr>
<td align="left">% of NO<sub>3</sub> reduction</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">48</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">100</td>
<td align="left">100</td>
</tr>
<tr>
<td align="left">Residual [NO<sub>2</sub>] in mg/L</td>
<td align="left">92</td>
<td align="left">49</td>
<td align="left">608</td>
<td align="left">1,375</td>
<td align="left">1,476</td>
<td align="left">1,279</td>
<td align="left">5.7</td>
<td align="left">543</td>
<td align="left">1,200</td>
<td align="left">1,134</td>
<td align="left">1,506</td>
<td align="left">1,255</td>
</tr>
<tr>
<td align="left">% of N<sub>2</sub>O in biogenic gas</td>
<td align="left">0</td>
<td align="left">3</td>
<td align="left">2</td>
<td align="left">3</td>
<td align="left">3</td>
<td align="left">5</td>
<td align="left">0</td>
<td align="left">2</td>
<td align="left">5</td>
<td align="left">7</td>
<td align="left">2</td>
<td align="left">5</td>
</tr>
<tr>
<td align="left">% of N<sub>2</sub> in biogenic gas</td>
<td align="left">0</td>
<td align="left">2</td>
<td align="left">0</td>
<td align="left">14</td>
<td align="left">4</td>
<td align="left">4</td>
<td align="left">3</td>
<td align="left">3</td>
<td align="left">6</td>
<td align="left">4</td>
<td align="left">18</td>
<td align="left">5</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Biogenic NO<sub>2</sub>
<sup>&#x2212;</sup> concentrations in the Fe<sup>2&#x2b;</sup>-supplemented cultures C1:Fe-NO<sub>3</sub> and C2:Fe-NO<sub>3</sub> were the lowest, which correlated with the low amount of NO<sub>3</sub>
<sup>&#x2212;</sup> reduced. In other cultures, NO<sub>2</sub>
<sup>&#x2212;</sup> was observed to start accumulating after the third hour of incubation and became stagnant until all the NO<sub>3</sub>
<sup>&#x2212;</sup> was reduced. The same effects of poor NO<sub>2</sub>
<sup>&#x2212;</sup> formation and its removal was observed in cultures with Fe<sup>2&#x2b;</sup> as a sole metal cofactor, and a similar observation was noticed by <xref ref-type="bibr" rid="B44">Giannopoulos et al. (2020)</xref> when assessing the effects of different heavy metals on denitrification. The sole Fe<sup>2&#x2b;</sup>-containing cultures performing poorly with respect to reducing NO<sub>3</sub>
<sup>&#x2212;</sup> could be due to NO<sub>2</sub>
<sup>&#x2212;</sup> toxicity that effects the growing bacteria needing Cu<sup>2&#x2b;</sup> to promote the catalytic effect on nitrite reductases to reduce NO<sub>2</sub>
<sup>&#x2212;</sup> as nirK genes are induced by Cu<sup>2&#x2b;</sup> ions to transcribe the nitrate reductase enzyme and promote its functionality (<xref ref-type="bibr" rid="B122">Smith et al., 2007</xref>). The biogenic gas analysis by GC revealed that most N<sub>2</sub> gas formed in the cultures containing Cu (C1:Cu-NO<sub>3</sub> and C2:Cu and Fe-NO<sub>3</sub>), which further supported the findings reported above on Cu<sup>2&#x2b;</sup> inducing NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> reduction. High N<sub>2</sub> percentages in Cu<sup>2&#x2b;</sup> containing cultures, as opposed to the non-metal supplemented cultures, indicate the potential of the enriched consortia to have the capacity to completely reduce NO<sub>3</sub>
<sup>&#x2212;</sup> to N<sub>2</sub> when supplemented with Cu<sup>2&#x2b;</sup> (<xref ref-type="bibr" rid="B125">Sullivan et al., 2013</xref>; <xref ref-type="bibr" rid="B145">Zhang et al., 2019</xref>; <xref ref-type="bibr" rid="B44">Giannopoulos et al., 2020</xref>; <xref ref-type="bibr" rid="B52">He et al., 2020</xref>). Copper toxicity in N metabolism is known for forming lipid peroxidation and protein damage in most Cu<sup>2&#x2b;</sup> intolerant bacteria, including denitrifiers (<xref ref-type="bibr" rid="B32">Dupont et al., 2011</xref>; <xref ref-type="bibr" rid="B92">Ochoa-Herrera et al., 2011</xref>). The accumulation of NO<sub>2</sub>
<sup>&#x2212;</sup> beyond 1,000&#xa0;mg/L has been reported to form nitrous acid (HNO<sub>2</sub>), which is toxic to bacteria and has the potential to halt denitrification (<xref ref-type="bibr" rid="B45">Glass et al., 1997</xref>). To uncover and validate the possibility of NO<sub>2</sub>
<sup>&#x2212;</sup> accumulation being the reason for the truncation of complete denitrification, more optimization tests to bypass the hurdle were conducted, with the three consortia subjected to complete denitrification optimization tests to choose one consortium for downstream optimization experiments.</p>
</sec>
<sec id="s3-6">
<title>3.6 Copper effects on N<sub>2</sub>O reduction by the selected consortia</title>
<p>The inducing effects of Cu<sup>2&#x2b;</sup> on complete denitrification as a fundamental metal cofactor of denitrifying enzymes was further assessed on the three consortia in the NRM with 2,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> with a two-fold increase (10&#xa0;mg/L from 5&#xa0;mg/L, as previously tested). Bacterial growth curves (<xref ref-type="fig" rid="F3">Figure 3A</xref>) showed that C1 and C2 had a similar growth trend as opposed to C3, which had a longer lag phase. In this set of experiments, C1 and C2 attained stationary phases much faster (within 6&#xa0;h) than C3 (within 12&#xa0;h). Bacterial growth in all three cultures was not affected by the presence of 10&#xa0;mg/L of Cu<sup>2&#x2b;</sup> as it was expected to negatively affect the bacteria given the metal toxicity at higher concentrations (<xref ref-type="bibr" rid="B92">Ochoa-Herrera et al., 2011</xref>). However, the Td and &#x3bc;max of the cultures differed as C1 was observed to have the shortest Td (0.88&#xa0;h) and the fastest &#x3bc;max (0.788&#xa0;h) when compared to C2 and C3 (Td of 0.934 and 1.193&#xa0;h, respectively). Denitrification dynamics revealed unique effects of Cu<sup>2&#x2b;</sup> on all three consortia in which C2 and C3 had the fastest NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> removal rates, attaining 100% NO<sub>3</sub>
<sup>&#x2212;</sup> reduction simultaneously within 5&#xa0;h as compared to C1, which attained complete NO<sub>3</sub>
<sup>&#x2212;</sup> removal after 72&#xa0;h of incubation (<xref ref-type="fig" rid="F3">Figure 3B</xref>). The presence of Cu<sup>2&#x2b;</sup> seemed to have boosted the metabolic activity of bacteria in C2 and C3 cultures to reduce 100% of the produced NO<sub>2</sub>
<sup>&#x2212;</sup> at 18 h and 30&#xa0;h, respectively, which corroborates with the results obtained by <xref ref-type="bibr" rid="B134">Wagner et al. (2018)</xref>, who observed an increase in the microbial activity through Cu<sup>2&#x2b;</sup> dosing that promoted bacterial growth and denitrification. The inability to reduce NO<sub>3</sub>
<sup>&#x2212;</sup> by C1 was observed and this could be due to the different denitrifying bacteria that do not positively respond to either 5 or 10&#xa0;mg/L of the added Cu<sup>2&#x2b;</sup> as reported by <xref ref-type="bibr" rid="B92">Ochoa-Herrera et al. (2011)</xref>. The rapid reduction of NO<sub>3</sub>
<sup>&#x2212;</sup>, formation of NO<sub>2</sub>
<sup>&#x2212;</sup>, and its subsequent reduction in C2 and C3 (<xref ref-type="fig" rid="F3">Figure 3C</xref>) indicated a positive response of the microorganisms to the two-fold increase of the added Cu<sup>2&#x2b;</sup>. Theoretically, copper addition would also assist in the reduction of N<sub>2</sub>O to N<sub>2</sub> as Cu<sup>2&#x2b;</sup> is known to determine the transcription and activity rate of nitrous oxide reductases (<xref ref-type="bibr" rid="B44">Giannopoulos et al., 2020</xref>; <xref ref-type="bibr" rid="B121">Shen et al., 2020</xref>). After 7&#xa0;days (168&#xa0;h) of monitoring the denitrification dynamics, only C1 still failed to reduce 100% of NO<sub>2</sub>
<sup>&#x2212;</sup>, indicating the consortium&#x2019;s poor ability to thrive in the presence of the dosed metal cofactor.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Complete denitrification dynamics for consortium selection studies. <bold>(A)</bold> Microbial growth curves, <bold>(B)</bold> NO<sub>3</sub>
<sup>&#x2212;</sup> reduction dynamics, <bold>(C)</bold> NO<sub>2</sub>
<sup>&#x2212;</sup> reduction dynamics, and <bold>(D)</bold> copper effect on the reduction of nitrous oxide (N<sub>2</sub>O) and production of nitrogen (N<sub>2</sub>) percentages in the three consortia (C1, C2, and C3).</p>
</caption>
<graphic xlink:href="fenvs-11-1148872-g003.tif"/>
</fig>
<p>Gas chromatography revealed that the lowest N<sub>2</sub>O gas (<xref ref-type="fig" rid="F3">Figure 3D</xref>) was detected in C2 cultures with an average of approximately 0.01% followed by C1 with N<sub>2</sub>O levels as low as 0.04% of the biogenic gas with both consortia producing similar amounts of N<sub>2</sub> gas. C1, which was unable to reduce most of the biogenic NO<sub>2</sub>
<sup>&#x2212;</sup>, also accumulated N<sub>2</sub>O. C3 had the highest N<sub>2</sub>O quantities produced by the bacteria with the lowest N<sub>2</sub> quantities, indicating the hindrance of N<sub>2</sub>O reduction to N<sub>2</sub>, which further indicates poor utilization of Cu<sup>2&#x2b;</sup>. Another possible explanation could be the inherent toxic effect of Cu<sup>2&#x2b;</sup> lowering N<sub>2</sub>O reduction capacities where the bacteria are unable to tolerate the toxicity of the metal, hence their inability to perform complete denitrification (<xref ref-type="bibr" rid="B47">Granger and Ward, 2003</xref>). This inability to reduce N<sub>2</sub>O to N<sub>2</sub> could also be due to the absence of complete denitrifiers that expresses nitrous oxide reductases (nosZ gene) (<xref ref-type="bibr" rid="B90">Nogales et al., 2002</xref>). With low N<sub>2</sub>O quantities in C2 cultures, it was expected that the N<sub>2</sub> quantities would have also increased beyond the N<sub>2</sub> quantities of C1, but this was not the case probably due to the incomplete reduction of N<sub>2</sub>O that accounted for over 200&#xa0;mg/L of residual NO<sub>2</sub>
<sup>&#x2212;</sup> that is not converted to gaseous nitrogen species.</p>
<p>With C1 being unable to reduce NO<sub>2</sub>
<sup>&#x2212;</sup> completely and C3 responding negatively to the Cu<sup>2&#x2b;</sup> supplement noticeable by high N<sub>2</sub>O and low N<sub>2</sub> quantities, C2 was selected for downstream experiments for further denitrification optimization. The results further prove and support that Cu<sup>2&#x2b;</sup> in conjunction with the copper-tolerant denitrifiers in the consortium can promote N<sub>2</sub>O reduction to N<sub>2</sub>, rendering the consortium capable of complete denitrification.</p>
</sec>
<sec id="s3-7">
<title>3.7 Optimization of denitrification in a synthetic wastewater (SWW) medium</title>
<p>To mimic the environmental conditions where the wastewater samples were collected, an SWW medium was prepared (<xref ref-type="table" rid="T1">Table 1</xref>) with the modifications reported by <xref ref-type="bibr" rid="B40">Foglar et al. (2005)</xref>. The selected consortium (C2) was tested with the aim of reducing 2,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup> within 24&#xa0;h under varied conditions monitored for a maximum of 120&#xa0;h. Microbial growth curves under six different test conditions (<xref ref-type="fig" rid="F4">Figure 4A</xref>) revealed that the variations imposed had different effects on bacterial growth. Compared to the rapid bacterial proliferation observed in NRM, it was evident that the bacterial growth rate decreased with the increasing Td when cultivated on the SWW. This was also observed by <xref ref-type="bibr" rid="B30">Delgadillo-Mirquezand et al. (2016)</xref> when switching media compositions during the optimization studies to remove nitrogen and phosphate from wastewater. Nevertheless, C2 was still able to achieve 100% removal of the 2,000&#xa0;mg/L. Bacterial growth dynamics were not noticeably different when C2-cultivated glycerol was used as a sole carbon source with no metals, with Cu, Fe, and Cu and Fe combined. When glycerol was used as the sole C-source, an average Td of 7.789&#xa0;h, with the slowest growth rate of 0.089, was observed, which was in contrast to when glucose was used in which Td decreased to 3.081&#xa0;h. Similar effects were observed in the literature when glucose produced more bacterial biomass than glycerol in studies conducted by <xref ref-type="bibr" rid="B75">Liu et al. (2011)</xref>, comparing bacterial fermentation processes in which glycerol and glucose were used independently and as co-substrates. In addition to glucose-shortening microbial Td in SWW, the biomass yields also appeared to be greater when glucose was used, resulting in a growth peak above all other experimental culture sets, validating the poor energy supply from glycerol as compared to glucose (<xref ref-type="bibr" rid="B141">Yao et al., 2016</xref>; <xref ref-type="bibr" rid="B146">Zhang et al., 2020</xref>). When using glucose as the C-source and different nitrogen sources, NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup>, microbial growth rates differed by 0.225 and 0.127 with Td of 3.081 and 5.458&#xa0;h. respectively. Low growth rate and high Td served as an indication of NO<sub>3</sub>
<sup>&#x2212;</sup> preference over NO<sub>2</sub>
<sup>&#x2212;</sup> as the sole nitrogen source. <xref ref-type="bibr" rid="B117">Sang et al. (2020)</xref> observed similar results when they characterized the use of NO<sub>3</sub>
<sup>&#x2212;</sup>, NO<sub>2</sub>
<sup>&#x2212;</sup>, and NH<sub>4</sub>
<sup>&#x2b;</sup>, whereby NO<sub>2</sub>
<sup>&#x2212;</sup> yielded the lowest microbial biomass. From the abovementioned bacterial growth dynamics, glucose was observed to promote higher bacterial proliferation, which may suggest modifications need to be adopted when treating wastewater with NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations beyond 2,000&#xa0;mg/L.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Metal kinetics data. <bold>(A)</bold> Microbial growth curves, <bold>(B)</bold> nitrate reduction progress curves, <bold>(C)</bold> nitrite production curves, <bold>(D)</bold> pH changes in the cultures, and <bold>(E)</bold> nitrous oxide percentages in biogenic gases.</p>
</caption>
<graphic xlink:href="fenvs-11-1148872-g004.tif"/>
</fig>
<p>Fluctuations of pH were monitored for 24&#xa0;h in three no metal-containing cultures with varying C and N sources (<xref ref-type="fig" rid="F4">Figure 4D</xref>): 1. C2 in SWW with glycerol and NO<sub>3</sub>
<sup>&#x2212;</sup>, 2. C2 in SWW with glucose and NO<sub>3</sub>
<sup>&#x2212;</sup>, and 3. C2 in SWW with glucose and NO<sub>2</sub>
<sup>&#x2212;</sup>. In glucose-containing cultures with both NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> as sole N-sources, pH lowered to below 5 from 6.5 within 6&#xa0;h, while in the glycerol- and NO<sub>2</sub>
<sup>&#x2212;</sup>-containing cultures, pH increased to over neutral lowered below pH 7 after 6&#xa0;h. The noticeable pH fluctuations occurred between time 0 and 12&#xa0;h where microbial growth was at its exponential phase, indicating high metabolic activities, hence the change in pH (<xref ref-type="bibr" rid="B115">S&#xe1;nchez-Clemente et al., 2018</xref>). Biochemical oxidation of glycerol results in more proton release during the reduction of an electron acceptor, hence the increase in pH from 6.5 to beyond neutral pH between 0 and 6&#xa0;h, which remained higher than the pH in cultures with glucose (<xref ref-type="bibr" rid="B5">Baeseman et al., 2006</xref>). The oxidation of glucose continuously releases hydrogen ions, hence lowering the pH and also contributing to the pH changes (<xref ref-type="bibr" rid="B75">Liu et al., 2011</xref>).</p>
<p>Nitrate and nitrite removal dynamics in all six experimental conditions were observed to be different for each optimization test (<xref ref-type="fig" rid="F4">Figures 4B, C</xref>). Complete NO<sub>3</sub>
<sup>&#x2212;</sup> removal was achieved in all five tests but at different rates excluding the one supplied with NO<sub>2</sub>
<sup>&#x2212;</sup> as a sole N-source. The first culture to attain 100% NO<sub>3</sub>
<sup>&#x2212;</sup> removal with 9&#xa0;h was the one supplied with glucose without metals, while the other supplied with glycerol without metals attained 100% NO<sub>3</sub>
<sup>&#x2212;</sup> removal at 18&#xa0;h. As previously observed, Fe<sup>2&#x2b;</sup> promoted faster NO<sub>3</sub>
<sup>&#x2212;</sup> when supplemented solely, 100% NO<sub>3</sub>
<sup>&#x2212;</sup> removal was achieved at 12&#xa0;h compared to Cu<sup>2&#x2b;</sup>, and when Fe and Cu were combined, both tests achieved 100% NO<sub>3</sub>
<sup>&#x2212;</sup> removal at 18&#xa0;h.</p>
<p>Biogenic NO<sub>2</sub>
<sup>&#x2212;</sup> accumulated (beyond 1500&#xa0;mg/L) with a same trend for all culture with Fe<sup>2&#x2b;</sup> containing consortia producing the highest concentrations among all of them. The no metal-containing culture cultivated on glycerol also followed the same trend as the metal tests. The glucose-containing cultures without metals were also observed to accumulate NO<sub>2</sub>
<sup>&#x2212;</sup> but only up to a maximum of over 1,000&#xa0;mg/L at the sixth hour and interestingly started getting reduced. Interestingly, up to 70% of the biogenic NO<sub>2</sub>
<sup>&#x2212;</sup> was removed, which was good for the ongoing denitrification process with glucose supplied as a sole C-source (<xref ref-type="bibr" rid="B124">Srinandan et al., 2012</xref>). The cultures containing NO<sub>2</sub>
<sup>&#x2212;</sup> and glucose as sole N- and C-sources, respectively, also demonstrated the gradual removal of NO<sub>2</sub>
<sup>&#x2212;</sup> from 2,500&#xa0;mg/L to 548&#xa0;mg/L (78% removal), which concurs with reports made by <xref ref-type="bibr" rid="B142">Yao et al. (2020)</xref> that denitrifiers can reduce NO<sub>2</sub>
<sup>&#x2212;</sup> directly and not as a biogenic product of NO<sub>3</sub>
<sup>&#x2212;</sup> reduction. In denitrification studies in which glycerol was used as a cheaper carbon source from the biodiesel production plant, NO<sub>2</sub>
<sup>&#x2212;</sup> accumulated as a terminal byproduct of the denitrification process (<xref ref-type="bibr" rid="B6">Baideme et al., 2017</xref>), and for further removal of NO<sub>2</sub>
<sup>&#x2212;</sup> by denitrification, C/N ration was re-adjusted to circumvent NO<sub>2</sub>
<sup>&#x2212;</sup> accumulation from 1.8 to 3.5, as was performed in studies conducted by <xref ref-type="bibr" rid="B17">Carneiro and Foresti (2017)</xref> when running up-flow bioreactors with glycerol as a sole C-source. Biochemical utilization of the three carbon (glycerol) and six carbon (glucose) molecules as energy sources depends on the bacteria using them for denitrification and their energy demands as the two molecules get biodegraded at different rates. Bacteria such as <italic>P. stuzeri</italic> can degrade glucose much faster than glycerol, promoting the rapid removal of NO<sub>3</sub>
<sup>&#x2212;</sup> and NO<sub>2</sub>
<sup>&#x2212;</sup> during denitrification (<xref ref-type="bibr" rid="B4">Akunna et al., 1993</xref>; <xref ref-type="bibr" rid="B124">Srinandan et al., 2012</xref>). It was reported in studies conducted by <xref ref-type="bibr" rid="B11">Bowles et al. (2012)</xref> that sulfates and sulfides have denitrification hindrance capacities, which could have been one of the contributing factors resulting in incomplete denitrification in our study as SO<sub>4</sub> formed part of the metal compound (CuSO<sub>4</sub> and FeSO<sub>4</sub>) supplements (<xref ref-type="bibr" rid="B143">Yu and Bishop, 2001</xref>; <xref ref-type="bibr" rid="B78">Marietou, 2016</xref>).</p>
<p>The NO<sub>2</sub>
<sup>&#x2212;</sup> reduction dynamics could not be completely relied upon to determine the efficiency of the metals in boosting denitrification; hence, biogenic N<sub>2</sub>O quantities in each culture were analyzed (<xref ref-type="fig" rid="F4">Figure 4E</xref>) as it is a sensitive indicator of progressive denitrification (<xref ref-type="bibr" rid="B28">de Catanzaro and Beauchamp, 1985</xref>). The highest N<sub>2</sub>O percentages were detected in the culture with Fe<sup>2&#x2b;</sup> as the sole metal co-factor, which indicates the positive boost to nitrite reductases that proceeded with trace quantities of N-metabolisms beyond NO<sub>2</sub>
<sup>&#x2212;</sup> reduction. A higher N<sub>2</sub>O percentage (3.8%) in the Fe<sup>2&#x2b;</sup>-containing cultures could be due to the absence of a metal co-factor (Cu<sup>2&#x2b;</sup>) that boosts N<sub>2</sub>O removal to N<sub>2</sub> (<xref ref-type="bibr" rid="B5">Baeseman et al., 2006</xref>). The culture with the lowest N<sub>2</sub>O percentages was the non-metal-containing culture, which produced 2.3% of N<sub>2</sub>O, which could be due to the non-boosting effects of nitrite reductases (<xref ref-type="bibr" rid="B47">Granger and Ward, 2003</xref>). The metal co-factor effects were noticeable with varied N<sub>2</sub>O quantities but with less to no significant NO<sub>2</sub>
<sup>&#x2212;</sup> reduction by the consortium growing on glycerol as a sole C-source. The results obtained corroborate those attained by <xref ref-type="bibr" rid="B126">Sun et al. (2009)</xref> in which NO<sub>2</sub>
<sup>&#x2212;</sup> accumulated from the reduction of NO<sub>3</sub>
<sup>&#x2212;</sup> in cultures with four different carbon sources, methanol, ethanol, sodium acetate, and sodium propionate, when glucose was used and no NO<sub>3</sub>
<sup>&#x2212;</sup> or NO<sub>2</sub>
<sup>&#x2212;</sup> accumulation was observed. With the results obtained in these experiments, it was evident that the removal of dissolved N-species is possible with a change of growth parameters to optimize complete denitrification. For downstream experiments in the optimization of NO<sub>2</sub>
<sup>&#x2212;</sup> and N<sub>2</sub>O reduction to N<sub>2</sub>, the SWW medium with glucose as the sole C-source and copper as a metal co-factor for N<sub>2</sub>O removal were conducted.</p>
</sec>
<sec id="s3-8">
<title>3.8 Optimization of complete denitrification by stepwise addition of copper to promote nitrous oxide reduction to nitrogen gas</title>
<p>The effect of supplementing Cu<sup>2&#x2b;</sup> to assess complete denitrification through its catalytic effect to the <italic>nosZ</italic> gene was explored by adding increasing Cu<sup>2&#x2b;</sup> concentrations (0, 10, 25, 50, and 75&#xa0;mg/L) to the consortium with 1:1 and 1:2 ratios of C:N (glucose:nitrate). Obtained GC results (<xref ref-type="table" rid="T3">Table 3</xref>) revealed that biogenic N<sub>2</sub> and N<sub>2</sub>O percentages were noticeably lower than when there was no added Cu<sup>2&#x2b;</sup>. Similar findings were noticed in denitrification studies by <xref ref-type="bibr" rid="B125">Sullivan et al. (2013)</xref>, highlighting how Cu<sup>2&#x2b;</sup> promotes N<sub>2</sub>O reduction to N<sub>2</sub> gas. According to the residual glucose concentrations determined by HPLC (<xref ref-type="table" rid="T3">Table 3</xref>), cultures that contained two-fold of glucose yielded more CO<sub>2</sub> than the cultures that had a 1:1 ratio with NO<sub>3</sub>
<sup>&#x2212;</sup>. It is also noticeable that the cultures without Cu<sup>2&#x2b;</sup> and the one with the lowest Cu<sup>2&#x2b;</sup> concentrations used up all the glucose as the residual concentrations were found to be below the detection limit, indicating the complete utilization of the C-source without any hindrance of metal toxicity (<xref ref-type="bibr" rid="B52">He et al., 2020</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>GC and HPLC analysis results with biogenic gas composition and residual glucose concentrations from the cultures with copper and glucose.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">[Cu<sup>2&#x2b;</sup>] mg/L</th>
<th align="center">C:N ratio</th>
<th align="left">Ar %</th>
<th align="left">N<sub>2</sub>%</th>
<th align="left">CO %</th>
<th align="left">CO<sub>2</sub>%</th>
<th align="left">N<sub>2</sub>O %</th>
<th align="center">Glucose-HPLC (mg/L)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="center">0</td>
<td align="center">2:1</td>
<td align="left">65.8</td>
<td align="left">3.25</td>
<td align="left">1.44</td>
<td align="left">27.05</td>
<td align="left">2.47</td>
<td align="center">&#x3c;33</td>
</tr>
<tr>
<td align="center">1:1</td>
<td align="left">46.15</td>
<td align="left">28.8</td>
<td align="left">1.58</td>
<td align="left">21.57</td>
<td align="left">1.9</td>
<td align="center">&#x3c;33</td>
</tr>
<tr>
<td rowspan="2" align="center">10</td>
<td align="center">2:1</td>
<td align="left">62.21</td>
<td align="left">6.94</td>
<td align="left">1.83</td>
<td align="left">26.7</td>
<td align="left">2.32</td>
<td align="center">&#x3c;33</td>
</tr>
<tr>
<td align="center">1:1</td>
<td align="left">55.46</td>
<td align="left">16.42</td>
<td align="left">1.14</td>
<td align="left">24.93</td>
<td align="left">2.04</td>
<td align="center">&#x3c;33</td>
</tr>
<tr>
<td rowspan="2" align="center">25</td>
<td align="center">2:1</td>
<td align="left">57.87</td>
<td align="left">14.07</td>
<td align="left">1.4</td>
<td align="left">24.69</td>
<td align="left">1.96</td>
<td align="center">91</td>
</tr>
<tr>
<td align="center">1:1</td>
<td align="left">59.32</td>
<td align="left">12.44</td>
<td align="left">1.37</td>
<td align="left">24.85</td>
<td align="left">2.01</td>
<td align="center">79</td>
</tr>
<tr>
<td rowspan="2" align="center">50</td>
<td align="center">2:1</td>
<td align="left">56.27</td>
<td align="left">16.56</td>
<td align="left">1.03</td>
<td align="left">24.29</td>
<td align="left">1.85</td>
<td align="center">77</td>
</tr>
<tr>
<td align="center">1:1</td>
<td align="left">11.12</td>
<td align="left">54.64</td>
<td align="left">0</td>
<td align="left">34.02</td>
<td align="left">0.22</td>
<td align="center">41</td>
</tr>
<tr>
<td rowspan="2" align="center">75</td>
<td align="center">2:1</td>
<td align="left">65.57</td>
<td align="left">7.8</td>
<td align="left">1.44</td>
<td align="left">23.41</td>
<td align="left">1.78</td>
<td align="center">162</td>
</tr>
<tr>
<td align="center">1:1</td>
<td align="left">54.48</td>
<td align="left">20.89</td>
<td align="left">0.93</td>
<td align="left">21.75</td>
<td align="left">1.95</td>
<td align="center">86</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The most biogenic N<sub>2</sub> produced in these experiments accounted for over 54% of the total gas observed in cultures containing 50&#xa0;mg/L of Cu<sup>2&#x2b;</sup> with a C:N ratio of 1:1. The highest Cu<sup>2&#x2b;</sup> concentration (75&#xa0;mg/L) yielded 7.8% and 20.9% of the total gas in cultures with C/N ratios of 2:1 and 1:1, respectively, which is a sign of metal toxicity in all cultures with 75&#xa0;mg/L of Cu<sup>2&#x2b;</sup>. The bioavailability of Cu<sup>2&#x2b;</sup> in the denitrification system is dependent of the metal dissolution state, which is highly dependent on the pH of the medium (<xref ref-type="bibr" rid="B68">Kr&#xf3;l et al., 2020</xref>). Copper (II) has been reported to dissociate easily in acidic environments and precipitate in neutral to alkaline pH, thus reducing its bioavailability (<xref ref-type="bibr" rid="B22">Cuppett et al., 2006</xref>). In this study, the pH of the SWW medium was adjusted to 6.5, like the pH used during bacterial enrichments that yielded the best denitrification results. Owing to the precipitation factor of Cu<sup>2&#x2b;</sup> at a higher pH close to 7, the concentrations used in these experiments could have precipitated reducing the bioavailability of the required Cu<sup>2&#x2b;</sup> ions needed for the biochemical process in denitrification (<xref ref-type="bibr" rid="B22">Cuppett et al., 2006</xref>; <xref ref-type="bibr" rid="B68">Kr&#xf3;l et al., 2020</xref>). Alternatively, Cu<sup>2&#x2b;</sup> concentrations below 50&#xa0;mg/L could have precipitated, thus showing no significant impacts on denitrification, as opposed to concentrations above 50&#xa0;mg/L in which most of it could have dissolved beyond the limit that the consortium can tolerate.</p>
<p>Copper toxicity at 75&#xa0;mg/L was noticed with low biogenic nitrogenous gas production in which only 7.8% of N<sub>2</sub> and 1.78% of N<sub>2</sub>O were produced even when the C:N ratio was 2:1. The residual glucose concentrations were also the highest in the culture with the highest Cu<sup>2&#x2b;</sup> concentrations (75&#xa0;mg/L), which again indicates poor bacterial proliferation with low utilization of glucose. The summed-up data for the cultures cultivated with Cu<sup>2&#x2b;</sup> revealed that 50&#xa0;mg/L of Cu<sup>2&#x2b;</sup> promoted the best denitrification results with biogenic N<sub>2</sub> gas of over 55% and less than 1% of N<sub>2</sub>O in the cultures after 48&#xa0;h. Furthermore, the results further validate that supplementing denitrification cultures with Cu<sup>2&#x2b;</sup> does promote N<sub>2</sub>O reduction to N<sub>2</sub> and revealed the toxicity levels of inorganic Cu<sup>2&#x2b;</sup> to be evident at concentrations over 75&#xa0;mg/L. Owing to the abovementioned details, Cu<sup>2&#x2b;</sup> supplemented at 50&#xa0;mg/L benchmarks the maximum concentrations that promotes the complete denitrification of over 2,000&#xa0;mg/L of NO<sub>3</sub>
<sup>&#x2212;</sup>. Finally, the abovementioned results provide successful establishment of optimization conditions that can be applied in a bioremediation system to obtain the best complete denitrification results using an indigenous bacterial consortium.</p>
</sec>
<sec id="s3-9">
<title>3.9 Microbial diversity analysis of the selected consortium</title>
<p>Based on the Illumina MiSeq data analysis (<xref ref-type="fig" rid="F5">Figure 5</xref>) of the C2 consortium, it is evident that bacterial groups detected in the wastewater samples were successfully enriched. The selection in the NRM with high concentrations of NO<sub>3</sub>
<sup>&#x2212;</sup> as selective pressure resulted in a consortium comprising two main phyla, Proteobacteria and Firmicutes, which accounted for 84% and 16% of the bacterial community, respectively (<xref ref-type="fig" rid="F5">Figure 5A</xref>). The phylum Proteobacteria has been widely reported as the primary bacterial group in remediation systems comprising most bacteria used in wastewater treatments (<xref ref-type="bibr" rid="B23">Cydzik-Kwiatkowska and Zieli&#x144;ska, 2016</xref>). The most abundant detected genera were Asaccharospora, <italic>Clostridium</italic>_sensu_stricto 18, Paraclostridium, Tissierella, Clostridioides, Escherichia-Shigella, and Tepidimicrobium (<xref ref-type="fig" rid="F5">Figure 5B</xref>). It is worth noting that Paraclostridium accounted for over 50% of the whole microbial population in the selected consortium, whereas in the original water sample, it constituted less than 1% of the reads. It has been reported that Paraclostridium, an obligate anaerobic Firmicute, has the capacity to carry out complete denitrification, reducing NO<sub>3</sub>
<sup>&#x2212;</sup> to N<sub>2</sub> gas (<xref ref-type="bibr" rid="B69">Kutsuna et al., 2019</xref>). Among the dominant bacterial genera, <italic>Clostridium</italic> and Clostridiales were present and are known to facilitate dissimilatory nitrate reduction to ammonium (DNRA) and fermentative denitrification, respectively. In closed systems, the two bacterial genera can synergistically metabolize N by reducing NO<sub>3</sub>
<sup>&#x2212;</sup> to NH<sub>4</sub>
<sup>&#x2b;</sup> and then NH<sub>4</sub>
<sup>&#x2b;</sup> to N<sub>2</sub> for <italic>Clostridium</italic> and Clostridiales, respectively, which makes them key bacteria in the denitrifying consortium used in this study (<xref ref-type="bibr" rid="B2">Ahmad et al., 2021</xref>; <xref ref-type="bibr" rid="B131">van den Berg et al., 2017</xref>). Interestingly, the consortium attained the best denitrification dynamics without the dominance of any benchmarked known complete denitrifiers, such as Paracoccus and <italic>Pseudomonas</italic>, commonly used in denitrification kinetics and dynamics studies (<xref ref-type="bibr" rid="B142">Yao et al., 2020</xref>). Therefore, it can be concluded that the bacterial groups detected in the enriched consortium possess the synergistic metabolic relationship permitting them to perform complete denitrification, as most are known to be incomplete denitrifiers. Thus, the results suggest that bacteria capable of metabolizing different N-species were co-cultured and acted synergistically to perform complete denitrification as a complete denitrifier would when cultured in a suitable environment with all growth factors.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Taxonomic distribution of the bacterial groups in the selected consortium at the <bold>(A)</bold> phylum and <bold>(B)</bold> genus levels.</p>
</caption>
<graphic xlink:href="fenvs-11-1148872-g005.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>Nitrate-contaminated mine wastewater used in the current study served as a source of bacteria that showed the potential for being used in the remediation of the same wastewater when provided with a suitable carbon source, metabolic-based metal co-factors, and a regulated environment. Two mine wastewater samples (D-Lst and Pt-SA) were collected, analyzed both chemically and biologically. Analytical data revealed that explosives used during mining exuberate wastewater contamination by introducing high concentrations of NO<sub>3</sub>
<sup>&#x2212;</sup>. Both samples were similar in their chemical characteristics when comparing dissolved cation and anion concentrations but differed in microbial community composition. Sample Pt-SA was found to be relatively more diverse than sample D-Lst, probably due to the sewage spillage in the wastewater catchment, which could have resulted in the bioaugmentation of various bacterial groups widening the microbial community in the wastewater. FAPROTAX data further presented a wide range of functional metabolic pathways associated with the Pt-SA sample, highlighting its diversity and complexity. Enrichment studies successfully yielded consortia that could reduce high NO<sub>3</sub>
<sup>&#x2212;</sup> concentrations. In both samples, the most detected taxa belonged to phylum Proteobacteria, commonly known to be applicable in wastewater bioremediation. Anaerobic enrichment studies targeting denitrifying bacteria were successful, of which three consortia that portrayed excellent denitrification dynamics were selected and subjected to downstream experiments. The optimization of complete denitrification by the selected consortia revealed the limits of tolerance of denitrifiers to nitrate concentrations over 10,000&#xa0;mg/L. Furthermore, it was proved that supplementing growth media with metal cofactors (Fe<sup>2&#x2b;</sup> and Cu<sup>2&#x2b;</sup>) stimulated bacterial metabolisms to perform complete denitrification. In-depth evaluation of metal co-factors as stimulants for complete denitrification resulted in the evidence that supplementing inorganic copper to a defined denitrifying consortium can promote the reduction of the fastidious N<sub>2</sub>O, which is an undesirable by-product as it is a potent greenhouse gas. The investigation of complete denitrification studies revealed that 50 mg/L of inorganic Cu<sup>2&#x2b;</sup> can induce maximum N<sub>2</sub>O reduction to N<sub>2</sub>, while over 75&#xa0;mg/L exerted toxic effects on the bacteria. With further optimization experiments in a quest to rapidly reduce dissolved N-species, optimum conditions were established with the selection of glucose as a suitable C-source to aid complete denitrification in a synthetic medium mimicking collected mine wastewater samples. The obtained results set a new benchmark in the conditions required for the complete denitrification by a consortium enriched from industrial wastewater samples and that can be applied in bench top bioreactors to continuously treat NO<sub>3</sub>
<sup>&#x2212;</sup> from industrial wastewater samples. This is a breakthrough in a biotechnological setting to use indigenous bacteria with experimental modifications to optimally reduce NO<sub>3</sub>
<sup>&#x2212;</sup> and its intermediate byproducts to yield an environmentally friendly N<sub>2</sub> gas as a terminal biological byproduct.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>KM, EV, and EC were responsible for conceptualizing the study. KM, MM, JC, and EC collected wastewater samples. KM conducted the experimental work. KM, EC, JC, and EV conducted the data analysis. KM drafted the first manuscript, KM, MM, ZK, GK, and EC wrote and reviewed the final manuscript. All authors read and approved the final manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research was funded by the National Research Foundation (NRF-South Africa. Grant number AEMD170707250199) and the Technology Innovation Agency (TIA. Grant number SABDI16/1070). Granted Ethics Clearance number UFS-ESD2020/0165/1011.</p>
</sec>
<ack>
<p>The authors would like to acknowledge NRF and TIA for financial support and the involved departments at the University of the Free State (UFS), Central University of Technology (CUT), and University of Kwa-Zulu Natal (UKZN) where resources, infrastructure, and equipment were used in conducting the experiments and preparing the manuscript. They finally acknowledge the two mining companies in South Africa and Lesotho for granting access to collect samples and the Institute of Groundwater Studies (IGS) at the UFS for assistance with chemical analysis of water samples.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>Author EV was employed by iWater Pvt., Ltd.</p>
<p>The remaining 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="s9">
<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="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fenvs.2023.1148872/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fenvs.2023.1148872/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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