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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2021.764241</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Certain Environmental Conditions Maximize Ammonium Accumulation and Minimize Nitrogen Loss During Nitrate Reduction Process by <italic>Pseudomonas putida</italic> Y-9</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Huang</surname> <given-names>Xuejiao</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="c002"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Tie</surname> <given-names>Wenzhou</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xie</surname> <given-names>Deti</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Jiang</surname> <given-names>Daihua</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Zhenlun</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/591102/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Key Laboratory of (Guang Xi) Agricultural Environment and Products Safety, College of Agronomy, Guangxi University</institution>, <addr-line>Nanning</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Chongqing Key Laboratory of Soil Multiscale Interfacial Process, Southwest University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Qiaoyun Huang, Huazhong Agricultural University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Jin-tian Li, South China Normal University, China; Ang Li, Harbin Institute of Technology, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Zhenlun Li, <email>lizhlun4740@sina.com</email></corresp>
<corresp id="c002">Xuejiao Huang, <email>hxuejiao0412@sina.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Microbiotechnology, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>764241</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Huang, Tie, Xie, Jiang and Li.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Huang, Tie, Xie, Jiang and Li</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>Realizing the smallest nitrogen loss is a challenge in the nitrate reduction process. Dissimilatory nitrate reduction to ammonium (DNRA) and nitrate assimilation play crucial roles in nitrogen retention. In this study, the effects of the carbon source, C/N ratio, pH, and dissolved oxygen on the multiple nitrate reduction pathways conducted by <italic>Pseudomonas putida</italic> Y-9 are explored. Strain Y-9 efficiently removed nitrate (up to 89.79%) with glucose as the sole carbon source, and the nitrogen loss in this system was 15.43%. The total nitrogen decrease and ammonium accumulation at a C/N ratio of 9 were lower than that at 12 and higher than that at 15, respectively (<italic>P</italic> &#x003C; 0.05). Besides, neutral and alkaline conditions (pH 7&#x2013;9) favored nitrate reduction. Largest nitrate removal (81.78%) and minimum nitrogen loss (10.63%) were observed at pH 7. The nitrate removal and ammonium production efficiencies of strain Y-9 increased due to an increased shaking speed. The expression patterns of <italic>nirBD</italic> (the gene that controls nitrate assimilation and DNRA) in strain Y-9 were similar to ammonium patterns of the tested incubation conditions. In summary, the following conditions facilitated nitrate assimilation and DNRA by strain Y-9, while reducing the denitrification: glucose as the carbon source, a C/N ratio of 9, a pH of 7, and a shaking speed of 150 rpm. Under these conditions, nitrate removal was substantial, and nitrogen loss from the system was minimal.</p>
</abstract>
<kwd-group>
<kwd><italic>Pseudomonas putida</italic> Y-9</kwd>
<kwd>nitrate reduction</kwd>
<kwd>carbon source</kwd>
<kwd>C/N ratios</kwd>
<kwd>pH</kwd>
<kwd>dissolved oxygen</kwd>
<kwd><italic>nirBD</italic> expression</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="10"/>
<word-count count="6036"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Highlights</title>
<p>The roles of DNRA and assimilatory reduction during NO<sub>3</sub><sup>&#x2013;</sup> removal and nitrogen conservation in soils have been insufficiently examined. Moreover, the effects of environmental factors on the NO<sub>3</sub><sup>&#x2013;</sup> reduction process when the three NO<sub>3</sub><sup>&#x2013;</sup> reduction pathways (denitrification, DNRA, and assimilation) coexist remain unclear. In this study, the effect of the carbon source, C/N ratio, pH, and dissolved oxygen on ammonium accumulation and the expression of <italic>nirBD</italic> in strain Y-9 are explored during the nitrate reduction processes. The following conditions facilitated nitrate assimilation and DNRA by strain Y-9 while simultaneously reducing denitrification: glucose as the carbon source, a C/N ratio of 9, a pH of 7, and a shaking speed of 150 rpm. Under these conditions, nitrate removal was substantial, and nitrogen loss from the system was minimal. These findings provide theoretical support for technical studies of nitrate removal and nitrogen retention in soils.</p>
</sec>
<sec id="S2" sec-type="intro">
<title>Introduction</title>
<p>Large amounts of industrial fertilizers are often applied to crops to increase crop yields. This leads to the considerable accumulation of nitrate (NO<sub>3</sub><sup>&#x2013;</sup>) in the soil (<xref ref-type="bibr" rid="B13">Kraft et al., 2014</xref>). NO<sub>3</sub><sup>&#x2013;</sup>, a mobile anion, is prone to loss by denitrification or runoff into surface waters, and this not only decreases the efficiency of nitrogen fertilizers but also has various passive environmental impacts including water eutrophication and greenhouse gas (nitrous oxide, N<sub>2</sub>O) emissions (<xref ref-type="bibr" rid="B1">Beeckman et al., 2018</xref>; <xref ref-type="bibr" rid="B17">Li et al., 2018</xref>; <xref ref-type="bibr" rid="B28">S&#x00E1;nchez and Minamisawa, 2019</xref>; <xref ref-type="bibr" rid="B40">Xia et al., 2020</xref>). The ammonium (NH<sub>4</sub><sup>+</sup>), produced by the dissimilatory reduction of NO<sub>3</sub><sup>&#x2013;</sup> to NH<sub>4</sub><sup>+</sup> (DNRA) via microorganismal respiration, can be adsorbed by soil colloids and then utilized by crops (<xref ref-type="bibr" rid="B31">Song et al., 2014</xref>; <xref ref-type="bibr" rid="B45">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B22">Pandey et al., 2019</xref>). Similarly, the microbial assimilatory reduction of NO<sub>3</sub><sup>&#x2013;</sup> can reduce NO<sub>3</sub><sup>&#x2013;</sup> to NH<sub>4</sub><sup>+</sup> via NO<sub>2</sub><sup>&#x2013;</sup> catalyzed by the relative reductase. Then, the NH<sub>4</sub><sup>+</sup> is incorporated into biomolecules and used by the bacterium. After death, the microorganisms release the NH<sub>4</sub><sup>+</sup> via mineralization for plant use (<xref ref-type="bibr" rid="B30">Shao et al., 2011</xref>; <xref ref-type="bibr" rid="B39">Wang et al., 2020</xref>). It is clear that DNRA and NO<sub>3</sub><sup>&#x2013;</sup> assimilation ease the accumulation of NO<sub>3</sub><sup>&#x2013;</sup> in agricultural soils and improve the efficiency of nitrogen fertilizers. These processes reduce the risk of NO<sub>3</sub><sup>&#x2013;</sup> loss and mitigate the adverse effects of nitrogen fertilizer use. Several recent studies have investigated the role of DNRA in soil nitrogen conservation in farmlands (<xref ref-type="bibr" rid="B29">Shan et al., 2016</xref>; <xref ref-type="bibr" rid="B6">Friedl et al., 2018</xref>). Yet, the important role of assimilatory NO<sub>3</sub><sup>&#x2013;</sup> reduction in NO<sub>3</sub><sup>&#x2013;</sup> removal and nitrogen conservation in soils has been comparatively neglected.</p>
<p>Several environmental factors, including the C/N ratio, oxygen concentration, carbon source, affect enzyme activity in microorganisms by controlling the expression of relevant genes (e.g., <italic>amoA</italic>, <italic>hao</italic>, <italic>narG</italic>, and <italic>nirK</italic>) and thus impacting nitrogen cycles (<xref ref-type="bibr" rid="B36">Szukics et al., 2010</xref>; <xref ref-type="bibr" rid="B11">Ke et al., 2013</xref>; <xref ref-type="bibr" rid="B2">Caranto and Lancaster, 2017</xref>; <xref ref-type="bibr" rid="B44">Yu et al., 2019</xref>). Thus, we speculated that soil NO<sub>3</sub><sup>&#x2013;</sup> removal could be maximized and soil nitrogen loss could be minimized by adjusting certain external environmental factors to enhance NO<sub>3</sub><sup>&#x2013;</sup> assimilation and DNRA while decreasing denitrification. Typically, higher C/N ratios favor DNRA over denitrification (<xref ref-type="bibr" rid="B13">Kraft et al., 2014</xref>; <xref ref-type="bibr" rid="B43">Yoon et al., 2015</xref>; <xref ref-type="bibr" rid="B37">Van den Berg et al., 2016</xref>; <xref ref-type="bibr" rid="B23">Putz et al., 2018</xref>). Some studies have reported that glucose addition improved the NO<sub>3</sub><sup>&#x2013;</sup> assimilation capacity of the soil (<xref ref-type="bibr" rid="B24">Recous et al., 1990</xref>; <xref ref-type="bibr" rid="B26">Romero et al., 2015</xref>). However, the effects of environmental factors on the NO<sub>3</sub><sup>&#x2013;</sup> reduction process when the three NO<sub>3</sub><sup>&#x2013;</sup> reduction pathways coexist are unclear.</p>
<p><italic>Pseudomonas putida</italic> Y-9 performs NO<sub>3</sub><sup>&#x2013;</sup> assimilation, DNRA, and denitrification under aerobic conditions simultaneously. The gene <italic>nirBD</italic> has been shown to control the assimilation and DNRA process (<xref ref-type="bibr" rid="B9">Huang et al., 2020</xref>). In this study, we investigate the effects of the carbon source, C/N ratio, pH, and dissolved oxygen (DO) on the accumulation of ammonium in the medium and the expression of <italic>nirBD</italic> in strain Y-9 during the nitrate reduction process. This study focuses on adjusting the environmental factor parameters to enhance the DNRA and NO<sub>3</sub><sup>&#x2013;</sup> assimilation of strain Y-9. The results will provide theoretical support for technical research on NO<sub>3</sub><sup>&#x2013;</sup> removal and nitrogen retention in soil.</p>
</sec>
<sec id="S3" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S3.SS1">
<title>Microorganisms and the Culture Media</title>
<p><italic>P. putida</italic> Y-9 (Genbank No. <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="KP410740">KP410740</ext-link>), which performs NO<sub>3</sub><sup>&#x2013;</sup> assimilation, denitrification, and DNRA under aerobic conditions simultaneously (<xref ref-type="bibr" rid="B9">Huang et al., 2020</xref>), was used in this study.</p>
<p>A denitrification medium (DM) was used to assess the nitrate reduction abilities of strain Y-9. The DM (per liter, pH = 7.2) contained 7.0 g K<sub>2</sub>HPO<sub>4</sub>, 3.0 g KH<sub>2</sub>PO<sub>4</sub>, 5.13 g CH<sub>3</sub>COONa, 0.10 g MgSO<sub>4</sub> &#x22C5; 7H<sub>2</sub>O, 0.72 g KNO<sub>3</sub>, and 0.05 g FeSO<sub>4</sub> &#x22C5; 7H<sub>2</sub>O. Luria-Bertani (LB) medium used for bacterial enrichment contained 10 g NaCl, 10 g tryptone, and 5 g yeast extract per liter (per liter, pH 7.0&#x2013;7.2). All of the mediums were autoclaved for 30 min at 121&#x00B0;C.</p>
</sec>
<sec id="S3.SS2">
<title>Effects of the Different Factors on Nitrate Reduction</title>
<p>The preserved strain Y-9 bacteria were activated in the LB medium at 150 rpm and 15&#x00B0;C for 36 h. Cells in the logarithmic growth phase were inoculated into a DM medium to assess the effects of the carbon source, C/N ratio, pH, and DO on Y-9&#x2013;driven NO<sub>3</sub><sup>&#x2013;</sup> reduction (<xref ref-type="bibr" rid="B16">Li et al., 2019</xref>; <xref ref-type="bibr" rid="B41">Yan et al., 2021</xref>).</p>
<p>In the carbon source experiments, one of the three carbon sources (sodium acetate, glucose, or sodium citrate) was added to 100 mL of DM medium. The C/N ratio, pH, and shaking speed were kept constant at 15, 7, and 150 rpm, respectively. In the C/N ratio experiments, 100 mL aliquots of the DM medium were amended with glucose to yield C/N ratios of 3, 6, 9, 12, or 15. The pH and shaking speed were kept constant at 7 and 150 rpm, respectively. In the pH experiments, the initial pH was adjusted using NaOH and HCl to 4, 6, 7, 8, or 9. The carbon source was glucose, and the C/N ratio and shaking speed were held constant at 9 and 150 rpm, respectively. To determine the effects of DO on NO<sub>3</sub><sup>&#x2013;</sup> reduction, the shaking speed was set to 0, 50, 100, 150, or 180 rpm according to previous studies (<xref ref-type="bibr" rid="B25">Ren et al., 2014</xref>; <xref ref-type="bibr" rid="B15">Lei et al., 2019</xref>; <xref ref-type="bibr" rid="B4">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="B41">Yan et al., 2021</xref>). The carbon source was glucose, and the C/N ratio and pH were kept constant at 9 and 7, respectively. The cultures were incubated at 15&#x00B0;C for 4 d. All of the above experiments were performed in triplicate. Samples were taken every day from each system. The optical density at 600 nm (OD<sub>600</sub>), NH<sub>4</sub><sup>+</sup>, NO<sub>3</sub><sup>&#x2013;</sup>, and total nitrogen (TN) were measured for each sample.</p>
</sec>
<sec id="S3.SS3">
<title>Kinetic Analysis of Nitrate Degradation</title>
<p>The modified Compertz model was used to describe the kinetics analysis of nitrate degradation by strain Y-9 (<xref ref-type="bibr" rid="B3">Chen et al., 2016</xref>). The kinetic equation was <inline-formula><mml:math id="INEQ4"><mml:mrow><mml:mpadded width="+3.3pt"><mml:mtext>y</mml:mtext></mml:mpadded><mml:mo rspace="5.8pt">=</mml:mo><mml:mrow><mml:msub><mml:mtext>y</mml:mtext><mml:mn>0</mml:mn></mml:msub><mml:mo>&#x2062;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>-</mml:mo><mml:mrow><mml:mi>exp</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mrow><mml:mi>exp</mml:mi><mml:mo>&#x2062;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mfrac><mml:mrow><mml:mrow><mml:mtext>e</mml:mtext></mml:mrow><mml:mo>&#x2062;</mml:mo><mml:msub><mml:mi>R</mml:mi><mml:mi>m</mml:mi></mml:msub></mml:mrow><mml:msub><mml:mrow><mml:mtext>y</mml:mtext></mml:mrow><mml:mn>0</mml:mn></mml:msub></mml:mfrac><mml:mo>&#x2062;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mtext>t</mml:mtext><mml:mn>0</mml:mn></mml:msub><mml:mo>-</mml:mo><mml:mi mathvariant="normal">t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>&#x2062;</mml:mo><mml:mn>1</mml:mn></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:mrow></mml:math></inline-formula>, where y is the NO<sub>3</sub><sup>&#x2013;</sup> concentration at different incubation times (mg/L); y<sub>0</sub> is the initial concentration of NO<sub>3</sub><sup>&#x2013;</sup> (mg/L), <italic>R</italic><sub>m</sub> is the maximum conversion rate (mg/L/h), t<sub>0</sub> is the lag time (h), t is the reaction time (h), and e is the mathematical constant.</p>
</sec>
<sec id="S3.SS4">
<title>Expression of <italic>nirBD</italic> in Strain Y-9</title>
<p>Total RNA was extracted from strain Y-9 after 4 d of incubation under various conditions using a Trizol extraction kit (Invitrogen, United States), following the manufacturer&#x2019;s instructions. The specific primers B1/B2 (F: CGCAACCATCTGCTCGTGT; R: CTGGCGGGTGTAGGAAAAGT) were designed based on the <italic>nirBD</italic> gene sequence (GenBank, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="MK561362">MK561362</ext-link>). These primers were used to amplify the <italic>nirBD</italic> gene from the isolates. The 16S rRNA gene was used as an internal standard, as structural rRNA is present in cells at reasonably constant levels under normal growth conditions (<xref ref-type="bibr" rid="B5">Edwards and Saunders, 2010</xref>). The 16S rRNA gene was amplified using the forward primer GAACGCTAATACCGCATACGTCC and the reverse primer ATCATCCTCTCAGACCAGTTAC. The total RNA was reverse-transcribed using the RevertAid first-strand cDNA synthesis kit following the manufacturer&#x2019;s instructions. Real-time quantitative PCRs were performed using the SYBR<sup>&#x00AE;</sup> Premix Ex Taq&#x2122; II. Each real-time PCR was performed in triplicate. The PCR cycling conditions were as follows: initial denaturation at 95&#x00B0;C for 30 s; 38 cycles of 95&#x00B0;C for 15 s, 60&#x00B0;C for 30 s, and 72&#x00B0;C for 30 s; 1 cycle of 95&#x00B0;C for 15 s; and, finally, stepwise temperature increases from 55&#x00B0;C to 95&#x00B0;C to generate the melting curve. Standard curves were established using a dilution series of pMD19-T vectors containing the target gene.</p>
</sec>
<sec id="S3.SS5">
<title>Analytical Methods</title>
<p>The OD<sub>600</sub> was determined based on the absorbance at 600 nm, which was measured using a spectrophotometer. The contents of the different forms of nitrogen were determined as described by <xref ref-type="bibr" rid="B10">Huang et al. (2019)</xref>. TN was measured in the suspension. The concentration of NH<sub>4</sub><sup>+</sup>, NO<sub>3</sub><sup>&#x2013;</sup>, and NO<sub>2</sub><sup>&#x2013;</sup> was measured in the supernatant, which was obtained by centrifuging each sample at 8,000 rpm for 5 min. Three replicates were analyzed per sample, and the results are presented as means &#x00B1; the standard deviation of the mean (SD). The TN and NO<sub>3</sub><sup>&#x2013;</sup> removal efficiencies were calculated as follows:<italic>R</italic><sub><italic>V</italic></sub> = (T<sub>1</sub>&#x2212;T<sub>2</sub>)/T<sub>1</sub>&#x00D7;100%, where <italic>R</italic><sub>v</sub> is the removal efficiency of TN or NO<sub>3</sub><sup>&#x2013;</sup> (%), and T<sub>1</sub> and T<sub>2</sub> are the initial and final concentrations of TN or NO<sub>3</sub><sup>&#x2013;</sup> in the system, respectively.</p>
</sec>
<sec id="S3.SS6">
<title>Statistical Analyses</title>
<p>One-way analyses of variance (ANOVAs), followed by Duncan&#x2019;s Multiple Range Tests were performed using SPSS 22, and the differences among means were considered statistically significant at <italic>P</italic> &#x003C; 0.05. Graphs were drawn using Origin 8.6 and GraphPad Prism 6.</p>
</sec>
</sec>
<sec id="S4" sec-type="results|discussion">
<title>Results and Discussion</title>
<sec id="S4.SS1">
<title>Effects of the Carbon Source on Nitrate Reduction</title>
<p>A carbon source is typically essential for the growth of heterotrophic microorganisms, and it acts as an electron donor for nitrogen cycling (<xref ref-type="bibr" rid="B35">Sun et al., 2016</xref>). In this study, strain Y-9 grew vigorously and reached the stationary cell growth phase after 2 d when sodium acetate, glucose, or sodium citrate was used as the sole carbon source (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Moreover, sodium acetate, glucose, and sodium citrate were suitable carbon sources for NO<sub>3</sub><sup>&#x2013;</sup> removal, with removal efficiencies of 74.75, 89.79, and 100%, respectively, at 4 d (<xref ref-type="fig" rid="F1">Figure 1B</xref>). These results were consistent with those of <xref ref-type="bibr" rid="B7">Guo et al. (2016)</xref>, who reported that sodium acetate, glucose, and sodium citrate enhanced the NO<sub>3</sub><sup>&#x2013;</sup> removal capacity of <italic>Enterobacter cloacae</italic> strain HNR. Furthermore, the nitrate degradation rate followed the modified Compertz model (<italic>R</italic><sup>2</sup>&#x003E; 0.90), and the maximum NO<sub>3</sub><sup>&#x2013;</sup> conversion rates were 1.60, 4.92, and 44.35 mg/L/h in media containing sodium acetate, glucose, and sodium citrate, respectively (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Effects of carbon type on the OD<sub>600</sub> <bold>(A)</bold>, NO<sub>3</sub><sup>&#x2013;</sup> concentration <bold>(B)</bold>, NH<sub>4</sub><sup>+</sup> concentration <bold>(C)</bold>, and TN concentration <bold>(D)</bold> in the <italic>Pseudomonas putida</italic> Y-9 culture.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Kinetic parameters and final removal efficiency for the degradation of nitrate by strain Y-9 under different environmental conditions.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="center"></td>
<td valign="top" align="center">Environmental factor</td>
<td valign="top" align="center"><italic>R</italic><sub>m</sub> (mg/L/h)</td>
<td valign="top" align="center">t<sub>0</sub>(h)</td>
<td valign="top" align="center"><italic>R</italic><sup>2</sup></td>
<td valign="top" align="center">The last nitrate removal efficiency (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Carbon sources</td>
<td valign="top" align="center">Sodium acetate</td>
<td valign="top" align="center">1.6</td>
<td valign="top" align="center">20.97</td>
<td valign="top" align="center">0.94</td>
<td valign="top" align="center">74.14</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">Glucose</td>
<td valign="top" align="center">4.92</td>
<td valign="top" align="center">23.99</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">89.79</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">Sodium citrate</td>
<td valign="top" align="center">44.35</td>
<td valign="top" align="center">23.82</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="left">C/N</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">0.44</td>
<td valign="top" align="center">9.35</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">30.46</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">&#x2212;21.1</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">54</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">9</td>
<td valign="top" align="center">1.91</td>
<td valign="top" align="center">5.17</td>
<td valign="top" align="center">0.9</td>
<td valign="top" align="center">81.78</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">12</td>
<td valign="top" align="center">5.44</td>
<td valign="top" align="center">16.99</td>
<td valign="top" align="center">0.99</td>
<td valign="top" align="center">100</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">15</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">11.68</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">89.79</td>
</tr>
<tr>
<td valign="top" align="left">pH</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">&#x2212;1.63</td>
<td valign="top" align="center">&#x2212;3177.13</td>
<td valign="top" align="center">&#x2212;3.21</td>
<td valign="top" align="center">4.99</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">6</td>
<td valign="top" align="center">0.8</td>
<td valign="top" align="center">&#x2212;7.7</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">58.27</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">7</td>
<td valign="top" align="center">2.05</td>
<td valign="top" align="center">4.87</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">81.78</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">8</td>
<td valign="top" align="center">1.91</td>
<td valign="top" align="center">10.99</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">80.57</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">9</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">6.04</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">79.14</td>
</tr>
<tr>
<td valign="top" align="left">Shaking speed</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">1.33</td>
<td valign="top" align="center">38.7</td>
<td valign="top" align="center">0.97</td>
<td valign="top" align="center">69.9</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">50</td>
<td valign="top" align="center">1.03</td>
<td valign="top" align="center">6.756</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">71.47</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">100</td>
<td valign="top" align="center">1.41</td>
<td valign="top" align="center">3.4</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">71.18</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">150</td>
<td valign="top" align="center">1.90</td>
<td valign="top" align="center">3.17</td>
<td valign="top" align="center">0.89</td>
<td valign="top" align="center">81.78</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">180</td>
<td valign="top" align="center">1.68</td>
<td valign="top" align="center">26.96</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">76.17</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>In C/N, pH and shaking speed, glucose was chosen as carbon source.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>Previous results have shown that strain Y-9 performs DNRA and nitrate assimilation under aerobic conditions (<xref ref-type="bibr" rid="B9">Huang et al., 2020</xref>). Based on the duration of cultivation (4 d), the detectable NH<sub>4</sub><sup>+</sup> in the supernatant might have resulted from DNRA and nitrate assimilation followed by mineralization (<xref ref-type="fig" rid="F1">Figure 1C</xref>). It is worth noting that after 3 d of cultivation, when all the cells were in the stationary phase, the detectable NH<sub>4</sub><sup>+</sup> began to decrease in the glucose-containing system. However, it continued to increase in the media containing sodium acetate and sodium citrate. These results demonstrated that NO<sub>3</sub><sup>&#x2013;</sup> reduction by strain Y-9 differed when glucose was the sole carbon source compared to the other two carbon sources.</p>
<p>The TN decreases in our system were due to the denitrification activities of strain Y-9, and <italic>nirBD</italic> in strain Y-9 controls DNRA and nitrate assimilation (<xref ref-type="bibr" rid="B9">Huang et al., 2020</xref>). The TN in the media supplemented with different carbon sources tended to decrease (<xref ref-type="fig" rid="F1">Figure 1D</xref>). The maximum TN decrease (60.27 mg/L) was found in the sodium citrate-containing medium, and the minimum TN decrease occurred (22.77 mg/L) in the glucose medium. This was in accordance with data from <xref ref-type="bibr" rid="B42">Yang et al. (2012)</xref> who reported that <italic>Pseudomonas stutzeri</italic> D6 most effectively removed TN when sodium citrate was the carbon source. Moreover, the <italic>nirBD</italic> expression level in strain Y-9 peaked when glucose was the carbon source (<xref ref-type="fig" rid="F2">Figure 2</xref>). These findings demonstrated that glucose addition promoted DNRA and nitrate assimilation, effectively removing most of the NO<sub>3</sub><sup>&#x2013;</sup> from the system (up to 89.79%) while inhibiting denitrification (i.e., the total nitrogen lost from the system was 22.77 mg/L).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Quantitative measurement of the <italic>nirBD</italic> expression in <italic>Pseudomonas putida</italic> Y-9 cultured with different carbon sources for 4 d. The values are expressed as the number of copies/10<sup>10</sup> copies of 16S rRNA. The different lowercase letters above the bars indicate significant differences among treatments (<italic>P</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g002.tif"/>
</fig>
</sec>
<sec id="S4.SS2">
<title>Effects of the C/N Ratio on Nitrate Reduction</title>
<p>The effects of the C/N ratio on the nitrate reduction conducted by strain Y-9 were further studied. Strain Y-9 growth improved as the C/N ratio increased (<xref ref-type="fig" rid="F3">Figure 3A</xref>). This result was consistent with previous studies (<xref ref-type="bibr" rid="B12">Kim et al., 2008</xref>; <xref ref-type="bibr" rid="B20">Liu et al., 2016</xref>), that the growth of <italic>P. putida</italic> AD-21 and <italic>Marinobacter</italic> strain NNA5 increased as the relative proportion of carbon increased in the medium. This might have been because electron transfer slowed when carbon concentrations were low, providing insufficient energy for microbial growth (<xref ref-type="bibr" rid="B12">Kim et al., 2008</xref>; <xref ref-type="bibr" rid="B46">Zhao et al., 2018</xref>). Greater than 80% of the NO<sub>3</sub><sup>&#x2013;</sup> was removed at C/N ratios of 9&#x2013;15. However, the removal efficiency of NO<sub>3</sub><sup>&#x2013;</sup> did not exceed 30.46 and 54.00% when the C/N ratio was 3 and 6, respectively (<xref ref-type="fig" rid="F3">Figure 3B</xref>). Furthermore, nitrate degradation rates at C/N ratios of 9&#x2013;15 were consistent with the predictions of the modified Compertz model (<italic>R</italic><sup>2</sup> &#x003E; 0.90), and the NO<sub>3</sub><sup>&#x2013;</sup> conversion rate was maximum at a C/N ratio of 12 (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Effects of the C/N ratio on the OD<sub>600</sub> <bold>(A)</bold>, NO<sub>3</sub><sup>&#x2013;</sup> concentration <bold>(B)</bold>, NH<sub>4</sub><sup>+</sup> concentration <bold>(C)</bold>, and TN concentration <bold>(D)</bold> in the <italic>Pseudomonas putida</italic> Y-9 culture with glucose as the sole carbon source.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g003.tif"/>
</fig>
<p>The decrease of TN in this system generally mirrored the change in NO<sub>3</sub><sup>&#x2013;</sup> (<xref ref-type="fig" rid="F3">Figure 3D</xref>). The reduction in TN at the extremely high C/N ratio of 15 was lower than the reduction in TN at a C/N ratio of 12, suggesting that a C/N ratio of 12 was optimal for denitrification. Our results indicated that the influences of C/N ratios on Y-9-driven denitrification agreed with many previous studies. They showed that extremely low or high carbon concentrations suppressed microorganismal denitrification (<xref ref-type="bibr" rid="B12">Kim et al., 2008</xref>; <xref ref-type="bibr" rid="B7">Guo et al., 2016</xref>; <xref ref-type="bibr" rid="B46">Zhao et al., 2018</xref>). NH<sub>4</sub><sup>+</sup> concentration in the supernatant initially increased and then decreased during NO<sub>3</sub><sup>&#x2013;</sup> reduction (<xref ref-type="fig" rid="F3">Figure 3C</xref>), consistent with our carbon source analysis (<xref ref-type="fig" rid="F1">Figure 1C</xref>). When the C/N ratio was 9, strain Y-9 removed most of the NO<sub>3</sub><sup>&#x2013;</sup> (removal efficiency 81.78%) via DNRA and NO<sub>3</sub><sup>&#x2013;</sup> assimilation (<italic>nirBD</italic> in strain Y-9 was most strongly expressed (<xref ref-type="fig" rid="F4">Figure 4</xref>)). Notably, the denitrification performance of strain Y-9 at a C/N ratio of 9 was significantly weaker than that at a C/N ratio of 12 (<italic>P</italic> &#x003C; 0.05).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Quantitative measurement of the <italic>nirBD</italic> expression in <italic>Pseudomonas putida</italic> Y-9 cultured with different C/N ratios (with glucose as the sole carbon source) for 4 d. The values are expressed as the number of copies/10<sup>10</sup> copies of 16S rRNA. The different lowercase letters above the bars indicate significant differences among treatments (<italic>P</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g004.tif"/>
</fig>
</sec>
<sec id="S4.SS3">
<title>Effects of the Initial pH on Nitrate Reduction</title>
<p>The impacts of the initial pH on the nitrate reduction performance of strain Y-9 are shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. At an initial pH of 4, the bacterial density did not noticeably increase, and NO<sub>3</sub><sup>&#x2013;</sup> reduction was minimal throughout the experiment (<xref ref-type="fig" rid="F5">Figures 5A,B</xref>), suggesting that an overly acidic environment was detrimental to these bacteria. However, in the pH range 7&#x2013;9, strain growth and NO<sub>3</sub><sup>&#x2013;</sup> removal were significantly improved (<italic>P</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F5">Figures 5A,B</xref>). These results are in agreement with the general finding that neutral or alkaline environments are beneficial for bacteria growth and bacterium-driven NO<sub>3</sub><sup>&#x2013;</sup> removal (<xref ref-type="bibr" rid="B18">Li et al., 2017</xref>; <xref ref-type="bibr" rid="B27">Rout et al., 2017</xref>). The NO<sub>3</sub><sup>&#x2013;</sup> removal efficiency was significantly positively correlated with the growth of strain Y-9 (<italic>P</italic> &#x003C; 0.01) (<xref ref-type="fig" rid="F5">Figure 5</xref>), indicating that pH might control the NO<sub>3</sub><sup>&#x2013;</sup> removal efficiency by influencing the growth of strain Y-9. However, this possibility requires further study. The TN concentration in the suspension decreased as the initial pH increased, and the TN decreased by 35.01 mg/L at pH 9 (<xref ref-type="fig" rid="F5">Figure 5D</xref>). This indicated that alkaline environments favored the denitrification in strain Y-9 under aerobic conditions.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Effects of pH on the OD<sub>600</sub> <bold>(A)</bold>, NO<sub>3</sub><sup>&#x2013;</sup> concentration <bold>(B)</bold>, NH<sub>4</sub><sup>+</sup> concentration <bold>(C)</bold>, and TN concentration <bold>(D)</bold> in the <italic>Pseudomonas putida</italic> Y-9 culture with glucose as the carbon source.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g005.tif"/>
</fig>
<p>After 3 d of culture, a negligible amount of NH<sub>4</sub><sup>+</sup> was detected at pH 4. However, the accumulation of NH<sub>4</sub><sup>+</sup> at pH 7&#x2013;9 was higher than 5.0 mg/L (<xref ref-type="fig" rid="F5">Figure 5C</xref>). At the end of the experiment, the <italic>nirBD</italic> expression level in strain Y-9 at pH 7&#x2013;9 was better than at pH 4 or 6 (<xref ref-type="fig" rid="F6">Figure 6</xref>). These results showed that the initial pH affected the expression of <italic>nirBD</italic> in strain Y-9, and this might influence NH<sub>4</sub><sup>+</sup> production from DNRA and NO<sub>3</sub><sup>&#x2013;</sup> assimilation as well as its subsequent mineralization (<xref ref-type="bibr" rid="B9">Huang et al., 2020</xref>). The results of previous studies on the effects of pH on NO<sub>3</sub><sup>&#x2013;</sup> reduction by soil microorganisms are widely contradictory (<xref ref-type="bibr" rid="B21">N&#x00E4;gele and Conrad, 1990</xref>; <xref ref-type="bibr" rid="B34">Stevens et al., 1998</xref>). Here, strain Y-9 effectively performed NO<sub>3</sub><sup>&#x2013;</sup> assimilation, DNRA, and denitrification at pH 7&#x2013;9. This finding was inconsistent with a previous study (<xref ref-type="bibr" rid="B43">Yoon et al., 2015</xref>) that suggested that a low pH was more favorable for denitrification, while a high pH promoted the production of NH<sub>4</sub><sup>+</sup> via DNRA. This discrepancy indicated that the effects of pH on the microbial nitrogen cycle were complex and required further study. Our results suggested that a neutral pH was most favorable for NO<sub>3</sub><sup>&#x2013;</sup> removal and nitrogen retention.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Quantitative measurement of the <italic>nirBD</italic> expression in <italic>Pseudomonas putida</italic> Y-9 cultured in different initial pH mediums (with glucose as the sole carbon source) for 4 d. The values are expressed as the number of copies/10<sup>10</sup> copies of 16S rRNA. The different lowercase letters above the bars indicate significant differences among treatments (<italic>P</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g006.tif"/>
</fig>
</sec>
<sec id="S4.SS4">
<title>Effects of Dissolved Oxygen on Nitrate Reduction</title>
<p>Strain Y-9 growth and NO<sub>3</sub><sup>&#x2013;</sup> reduction increased gradually as the shaking speed increased (<xref ref-type="fig" rid="F7">Figures 7A,B</xref>). Changes in the NO<sub>3</sub><sup>&#x2013;</sup> degradation rates at various rotating speeds were consistent with the predictions of the modified Compertz model (<italic>R</italic><sup>2</sup> &#x003E; 0.80), and the NO<sub>3</sub><sup>&#x2013;</sup> conversion rate achieved its maximum at 150 rpm (<xref ref-type="table" rid="T1">Table 1</xref>). These results suggested that increasingly aerobic conditions improved strain growth and NO<sub>3</sub><sup>&#x2013;</sup> reduction. TN decreased gradually throughout the incubation process, irrespective of the DO concentration. However, TN decreased at low shaking speeds (&#x2264;50 rpm) was significantly greater than those at high shaking speeds (&#x2265;100 rpm) (<italic>P</italic> &#x003C; 0.05). The decrease in the TN at the end of the experiment reached the maximum (34.58 mg/L) at a shaking speed of 50 rpm (<xref ref-type="fig" rid="F7">Figure 7D</xref>). These results suggested that the denitrification performance of strain Y-9 first increased and then decreased as the DO concentration increased. This finding was consistent with the results of <xref ref-type="bibr" rid="B46">Zhao et al. (2018)</xref>; <xref ref-type="bibr" rid="B27">Rout et al. (2017)</xref>, and <xref ref-type="bibr" rid="B8">Huang and Tseng (2001)</xref>. Previous studies demonstrated that the denitrification performance remained stable as long as the DO concentration remained within a fixed range. Nevertheless, the denitrification enzyme activity levels improved noticeably when the DO concentration decreased below a threshold value (<xref ref-type="bibr" rid="B32">Song et al., 2011</xref>). For strain Y-9, 50 rpm might be the threshold DO value that affects denitrification enzymes, although this possibility requires further testing.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Effects of shaking speed on the OD<sub>600</sub> <bold>(A)</bold>, NO<sub>3</sub><sup>&#x2013;</sup> concentration <bold>(B)</bold>, NH<sub>4</sub><sup>+</sup> concentration <bold>(C)</bold>, and TN concentration <bold>(D)</bold> in the <italic>Pseudomonas putida</italic> Y-9 culture with glucose as the sole carbon source.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g007.tif"/>
</fig>
<p>The quantitative PCR amplification results indicated that the expression of <italic>nirBD</italic> increased with an increase in the shaking speed (<xref ref-type="fig" rid="F8">Figure 8</xref>). These results, in conjunction with the NO<sub>3</sub><sup>&#x2013;</sup> reduction performance of strain Y-9 (<xref ref-type="bibr" rid="B9">Huang et al., 2020</xref>), indicated that high DO concentrations stimulated the expression of <italic>nirBD</italic> in strain Y-9, promoting NO<sub>3</sub><sup>&#x2013;</sup> assimilation as well as DNRA, and thus releasing more NH<sub>4</sub><sup>+</sup> into the supernatant (<xref ref-type="fig" rid="F7">Figure 7C</xref>). Consistent with this, <xref ref-type="bibr" rid="B42">Yang et al. (2012)</xref> and <xref ref-type="bibr" rid="B46">Zhao et al. (2018)</xref> found that NH<sub>4</sub><sup>+</sup> production increased with the DO content during NO<sub>3</sub> <sup>&#x2013;</sup> reduction by <italic>P. stutzeri</italic> D6 and <italic>P. stutzeri</italic> strain XL-2. Variance analyses indicated that the amounts of NO<sub>3</sub><sup>&#x2013;</sup> removal from the culture media and NH<sub>4</sub><sup>+</sup> accumulated in the culture media at high shaking speeds (&#x2265;100 rpm) differed obviously from those at low rotation speeds (&#x2264;50 rpm) (<italic>P</italic> &#x003C; 0.05). These results indicated that good aeration effectively promoted NO<sub>3</sub><sup>&#x2013;</sup> removal and NH<sub>4</sub><sup>+</sup> production by strain Y-9.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption><p>Quantitative measurement of the <italic>nirBD</italic> expression in <italic>Pseudomonas putida</italic> Y-9 cultured at different shaking speeds (with glucose as the sole carbon source) for 4 d. The values are expressed as the number of copies/10<sup>10</sup> copies of 16S rRNA. The different lowercase letters above the bars indicate significant differences among treatments (<italic>P</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmicb-12-764241-g008.tif"/>
</fig>
<p>The heavy application of chemical nitrogen fertilizers leads to an accumulation of highly mobile nitrate in upland soils and significantly increases the risk of nitrogen loss (<xref ref-type="bibr" rid="B19">Lin et al., 2020</xref>; <xref ref-type="bibr" rid="B38">Vidal et al., 2020</xref>). Therefore, it is essential to control NO<sub>3</sub><sup>&#x2013;</sup> concentrations in soil. The nitrogen cycle conducted by microorganisms plays a critical role in regulating nitrate concentrations in soil, compared to artificially limiting the application of ammonium and nitrate fertilizers (<xref ref-type="bibr" rid="B30">Shao et al., 2011</xref>; <xref ref-type="bibr" rid="B31">Song et al., 2014</xref>; <xref ref-type="bibr" rid="B45">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B22">Pandey et al., 2019</xref>; <xref ref-type="bibr" rid="B39">Wang et al., 2020</xref>). Denitrification effectively removes excess NO<sub>3</sub><sup>&#x2013;</sup> from soil systems but leads to nitrogen losses in the form of nitrogen gas or the greenhouse gas N<sub>2</sub>O (<xref ref-type="bibr" rid="B33">Stein and Klotz, 2016</xref>). For example, <xref ref-type="bibr" rid="B23">Putz et al. (2018)</xref> showed that approximately 70&#x2013;78% of all N<sub>2</sub>O originated from denitrification in annual cereal soils. Both the DNRA and NO<sub>3</sub><sup>&#x2013;</sup> assimilation processes can decrease soil NO<sub>3</sub><sup>&#x2013;</sup> concentration and facilitate soil nitrogen conservation by reducing NO<sub>3</sub><sup>&#x2013;</sup> to NH<sub>4</sub><sup>+</sup> via NO<sub>2</sub><sup>&#x2013;</sup> (<xref ref-type="bibr" rid="B14">Kuypers et al., 2018</xref>; <xref ref-type="bibr" rid="B39">Wang et al., 2020</xref>). Thus, to pursue the minimum loss of nitrogen and maximize nitrogen fertilizer efficiency, strategies that strengthen DNRA as well as NO<sub>3</sub><sup>&#x2013;</sup> assimilation while weakening denitrification in surface soils should be pursued. Previously, we found that strain Y-9 performs simultaneous nitrate assimilation, DNRA, and denitrification under aerobic conditions. It has also been clarified that the gene, <italic>nirBD</italic>, controls NO<sub>3</sub><sup>&#x2013;</sup> assimilation and DNRA process in strain Y-9 (<xref ref-type="bibr" rid="B9">Huang et al., 2020</xref>). In this study, we further explored the environmental factors that affect the nitrate removal pathways of strain Y-9. Our results provide a theoretical reference for technical studies of nitrate removal and nitrogen conservation in farmland soils.</p>
</sec>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>Four common external environmental conditions (carbon source, C/N ratio, pH, and dissolved oxygen) affected the nitrate reduction performance of strain Y-9. A high initial pH enhanced nitrate assimilation, denitrification, and the DNRA of strain Y-9.</p>
<p>The optimal conditions for the nitrate assimilation and the DNRA of strain Y-9 were glucose as the carbon source, C/N 9, pH 7.0, and 150 rpm. Under these conditions, the nitrogen loss from the system was the smallest.</p>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>XH and ZL: conceptualization. XH: methodology, data curation, visualization, supervision, and writing&#x2014;original draft preparation. WT: software, formal analysis, and investigation. XH, ZL, and DX: validation. ZL: resources and project administration. XH, ZL, DJ, and DX: writing&#x2014;review and editing. XH and ZL: funding acquisition. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="pudiscl1" sec-type="disclaimer">
<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>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported financially by the National Natural Science Fund of China (42107333 and 42077217).</p>
</sec>
<ack><p>We thank LetPub for its linguistic assistance during the preparation of this manuscript.</p>
</ack>
<sec id="S10" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2021.764241/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2021.764241/full#supplementary-material</ext-link></p>
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