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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.2023.1200123</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>Screening of exopolysaccharide-producing <italic>Enterobacter aerogenes</italic> NJ1023 and its cadaverine biosynthesis promotion</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Xie</surname>
<given-names>Yanai</given-names>
</name>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ye</surname>
<given-names>Zhen</given-names>
</name>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wan</surname>
<given-names>Xin</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deng</surname>
<given-names>Hua</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Weihao</given-names>
</name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>He</surname>
<given-names>Xun</given-names>
</name>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2267611/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Kequan</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/349303/overview"/>
</contrib>
</contrib-group>
<aff><institution>State Key Laboratory of Materials Oriented Chemical Engineering, College of Biotechnology and Pharmaceutical, Nanjing Tech University</institution>, <addr-line>Nanjing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002"><p>Edited by: Wenjie Ren, Chinese Academy of Sciences (CAS), China</p></fn>
<fn fn-type="edited-by" id="fn0003"><p>Reviewed by: Fang Fang, Jiangnan University, China; Luis Henrique Souza Guimar&#x00E3;es, University of S&#x00E3;o Paulo, Brazil</p></fn>
<corresp id="c001">&#x002A;Correspondence: Xun He, <email>heexun@foxmail.com</email></corresp>
<fn fn-type="equal" id="fn0001"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1200123</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Xie, Ye, Wan, Deng, Sun, He and Chen.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Xie, Ye, Wan, Deng, Sun, He and Chen</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><italic>Enterobacter aerogenes</italic>, the gram-negative bacteria belonging to the family <italic>Enterobacteriaceae</italic>, lacks the ability to synthesize chemicals. However, in this study, a strain of <italic>Enterobacter aerogenes</italic> NJ1023 screened from the soil containing petrochemicals was found to be capable of producing extracellular polysaccharides (EPSs). After purification of the polysaccharide, the chemical composition and physicochemical properties of the polysaccharide were analyzed by UV&#x2013;Vis spectra, FTIR spectroscopy and GC-MS, etc. The results showed that: The molecular weight of the polysaccharide produced by this strain was only 2.7&#x00D7;10<sup>3</sup> Da, which was lower than that reported in other polysaccharides from the same genus. The polysaccharide produced by <italic>E. aerogenes</italic> NJ1023 mainly comprised xylose, glucose, galactose, and N-acetylglucosamine with a molar ratio of 0.27: 4.52: 1.74: 0.2, which differed from those reported from the same genus. The results demonstrated that lower incubation temperatures and shaking speeds were more favorable for EPSs synthesis, while higher incubation temperatures and shaking speeds favored cell growth. Additionally, the EPSs produced by <italic>E. aerogenes</italic> NJ1023 significantly protected the <italic>Escherichia coli</italic> cells against cadaverine stress. Overall, the discovery of EPSs produced by <italic>E. aerogenes</italic> increased the diversity of bacterial polysaccharides and broadened the potential applications of this species.</p>
</abstract>
<kwd-group>
<kwd><italic>Enterobacter aerogenes</italic></kwd>
<kwd>extracellular polysaccharides</kwd>
<kwd>EPSs</kwd>
<kwd>cytoprotection</kwd>
<kwd>cadaverine</kwd>
</kwd-group>
<contract-num rid="cn1">U21B2097</contract-num>
<contract-num rid="cn2">2018YFA0901500</contract-num>
<contract-num rid="cn3">2019&#x2009;K242</contract-num>
<contract-sponsor id="cn1">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<contract-sponsor id="cn2">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content></contract-sponsor>
<contract-sponsor id="cn3">Jiangsu Postdoctoral Research Foundation<named-content content-type="fundref-id">10.13039/501100010246</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="5"/>
<equation-count count="2"/>
<ref-count count="36"/>
<page-count count="9"/>
<word-count count="5840"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Microbiotechnology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1.</label>
<title>Introduction</title>
<p>Extracellular polysaccharides (EPSs) are the secondary metabolites produced during bacterial fermentation, which can either remain attached to the cell surface or be excreted into the growth medium (<xref ref-type="bibr" rid="ref33">Wear et al., 2022</xref>). These polysaccharides play significant roles in protecting cells against adverse environments, intercellular aggregation, surface adhesion, and biofilm formation (<xref ref-type="bibr" rid="ref4">Butorac et al., 2021</xref>). Additionally, EPSs possess versatile properties and functionalities, making them intriguing microbial products for developing nutraceuticals, chemical auxiliaries, and flexible materials (<xref ref-type="bibr" rid="ref2">Asaki et al., 2020</xref>; <xref ref-type="bibr" rid="ref11">Harling et al., 2020</xref>; <xref ref-type="bibr" rid="ref17">Li et al., 2022</xref>).</p>
<p>The EPS-producing strains include the representatives of <italic>Bacillus</italic>, lactic acid bacteria (LAB), and <italic>Enterobacter</italic> groups (<xref ref-type="bibr" rid="ref35">Zhao et al., 2017</xref>; <xref ref-type="bibr" rid="ref3">Asgher et al., 2020</xref>; <xref ref-type="bibr" rid="ref1">Abdalla et al., 2021</xref>). The EPSs from these microorganisms have diverse structural and physicochemical properties due to different originating strains, culture conditions, and substrate composition (<xref ref-type="bibr" rid="ref15">Jaroszuk-&#x015A;cise&#x0142; et al., 2020</xref>). <xref ref-type="bibr" rid="ref36">Zhu et al. (2018)</xref> screened a <italic>Bacillus atrophaeus</italic> WYZ strain isolated from mangroves with an extracellular polysaccharide yield of 580&#x2009;mg/L. The synthesized polysaccharide was composed of glucose, rhamnose, salicin, and glucuronic acid with a molar ratio of 84.4: 7.2: 6.7: 1.7 and a porous twisted three-dimensional cobweb structure with high water retention and permeability. <xref ref-type="bibr" rid="ref5">Cao et al. (2020)</xref> isolated a <italic>Bacillus velezensis</italic> SN&#x2009;&#x2212;&#x2009;1 strain from naturally fermented barley with an extracellular polysaccharide yield of 2.7&#x2009;g/L using sucrose as the sole carbon source. The synthesized polysaccharide was composed of glucose, mannose, and fructose, with high thermal stability and free radical scavenging ability. Similarly, <xref ref-type="bibr" rid="ref3">Asgher et al. (2020)</xref> obtained a mutant strain <italic>Bacillus licheniformis</italic> MS3 using short wavelength ultraviolet (UV) mutagenesis, with an extracellular polysaccharide yield of 15.6&#x2009;g/L during fermentation. This polysaccharide was a heteropolysaccharide (HePS) composed of glucose (46.80%), fructose (32.58%), and mannose (20.60%), with high hydrophilic and lipophilic properties. LAB representing several genera (<italic>Lactobacillus</italic> spp., <italic>Lactococcus</italic> spp., <italic>Streptococcus</italic> spp., <italic>Lactococcus lamellus</italic>, <italic>Clostridium lucidum</italic>, and <italic>Bifidobacterium</italic>) could produce structurally diverse EPSs with valuable functional properties and potential applications (<xref ref-type="bibr" rid="ref22">Peteris et al., 2020</xref>). LAB has the potential to synthesize HePs containing repeating units of different monosaccharides and non-sugar molecules and produce homopolysaccharides (HoPS) containing only one monosaccharide (glucose or fructose) (<xref ref-type="bibr" rid="ref6">Costa et al., 2020</xref>). The EPSs synthesized by <italic>Lb. fermentum</italic> spp. and <italic>Lb. delbrueckii</italic> spp. mainly consisted glucose and galactose backbones, while the EPSs secreted by <italic>Lactobacillus</italic> KC117496 consisted glucans, the glucose polymers (<xref ref-type="bibr" rid="ref29">Thi et al., 2020</xref>). However, in most cases, the total amount of extracellular polysaccharides synthesized by LAB did not exceed 1&#x2009;g/L even under optimal growth conditions. Only some <italic>Lactobacillus</italic> and <italic>Streptococcus</italic> exhibited higher EPSs yields (1.2&#x2013;4.8&#x2009;g/L). This relatively low concentration of EPSs has significantly hindered or even prevented the commercial availability of LAB species to produce higher yields of industrially important polysaccharides (<xref ref-type="bibr" rid="ref21">Ozlem, 2015</xref>; <xref ref-type="bibr" rid="ref22">Peteris et al., 2020</xref>).</p>
<p>Among <italic>Enterobacteria</italic>, only <italic>Enterobacter cloacae</italic> has been reported to produce EPSs. <xref ref-type="bibr" rid="ref13">Isobe et al. (2001)</xref> isolated an <italic>Enterobacter cloacae</italic> strain from pond water, which synthesized EPSs using sucrose as the sole carbon source. The synthesized polysaccharides were composed of fucose, galactose, glucose, and glucuronide with a molar ratio of 2:3:2:1. Similarly, <xref ref-type="bibr" rid="ref14">Iyer et al. (2005)</xref> screened an <italic>E. cloacae</italic> strain from marine sediments, and its EPSs were also composed of fucose, galactose, glucose, and glucuronide, with a molar ratio of 2:1:1:1. <xref ref-type="bibr" rid="ref32">Wang et al. (2013)</xref> obtained EPSs composed of rockulose, glucose, galactose, glucuronide, and pyruvate with a molar ratio of 2:1:3:1:1 from extracellular metabolites of <italic>E. cloacae</italic>. <italic>Enterobacter aerogenes</italic>, has previously been regarded as a clinically significant bacterial pathogen (<xref ref-type="bibr" rid="ref7">Davin-Regli and Pag&#x00C3;, 2015</xref>). However, recently, <italic>E. aerogenes</italic> has been reported to produce various biochemical products, including biofuels (e.g., biohydrogen, bioethanol) (<xref ref-type="bibr" rid="ref23">Richen et al., 2020</xref>; <xref ref-type="bibr" rid="ref8">Fatemeh and Khosrow, 2021</xref>; <xref ref-type="bibr" rid="ref24">Sawasdee et al., 2021</xref>), polyols (e.g., 1,4-butanediol) (<xref ref-type="bibr" rid="ref16">Laxmi et al., 2019</xref>), organic acids (e.g., butanedioic acid) (<xref ref-type="bibr" rid="ref26">Szczerba et al., 2020a</xref>,<xref ref-type="bibr" rid="ref27">b</xref>), and enzymes (e.g., phytase) (<xref ref-type="bibr" rid="ref20">Muslim et al., 2018</xref>). The present study aimed to investigate the ability of <italic>E. aerogenes</italic> obtained from soils contaminated with petrochemicals to produce EPSs and to evaluate its potential to improve substrate/product tolerance and catalytic efficiency under a hyperosmotic environment. Overall, this study reported a novel bacterial polysaccharide as a cytoprotective agent, expanding the application of polysaccharide science.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2.</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1.</label>
<title>Chemicals</title>
<p>All soil samples were collected near the Yangzi Petrochemical Plant (Nanjing, China), and the resultant bacterial isolates were deposited into the laboratory&#x2019;s collection. Standard monosaccharides and trifluoroacetic acid (TFA) were purchased from Sigma Chemicals Co., Ltd. (St. Louis, United States). All other chemicals and reagents were of reagent grade and purchased from the China National Pharmaceutical Group.</p>
</sec>
<sec id="sec4">
<label>2.2.</label>
<title>Screening of EPSs producing bacteria</title>
<p>The soil samples were suspended at 20% (w/v) in sterilized water to isolate the EPS-producing bacteria, and then the suspension was filtered to remove the soil. The filtrate was added to the Nutrient Broth Medium (Toupu Biol-engineering Co., Ltd., Zhaoyuan, China) at a ratio of 1:&#x2009;9 and incubated at 30&#x00B0;C for 48&#x2009;h. The culture was then diluted (10<sup>&#x2212;1</sup> to 10<sup>&#x2212;6</sup>) with sterilized water. From each dilution, 200&#x2009;&#x03BC;L was plated onto solid nutrient agar plates and incubated at 30&#x00B0;C for 48&#x2009;h. Single colonies were selected for Gram staining and microscope (XS-212-202, Japan) observation and inoculated into the fermentation medium. The fermentation medium (3.0&#x2009;g/L beef extract, 10.0&#x2009;g/L peptone, 2.0&#x2009;g/L yeast extract, 5.0&#x2009;g/L NaCl, pH 7.4&#x2013;7.6) was used to produce EPSs with shaking (250&#x2009;rpm) for 72&#x2009;h at 30&#x00B0;C. The strain with the highest EPSs yield was used as the test strain, and subsequent genetic identification of this strain based on 16S rDNA sequencing was performed by Paiseno Biological Co., LTD (Shanghai, China). The observed bacterial growth index was evaluated using dry cell weight (DCW) and EPSs yield. The DCW was computed from a curve of OD<sub>600</sub> with respect to dry weight. An OD<sub>600</sub> of 1.0 represented 400&#x2009;mg dry weight/L. The EPSs yield was defined as EPSs production per unit of DCW.</p>
</sec>
<sec id="sec5">
<label>2.3.</label>
<title>Exopolysaccharide extraction and purification</title>
<p>Crude EPSs were isolated from the fermentation medium using improved methods reported by <xref ref-type="bibr" rid="ref25">Sun et al. (2021)</xref>. The culture broth was diluted with ultra-pure water, mixed with diatomite, and filtered by vacuum filtration. The filtrate was concentrated to 1/4 of the initial volume. Later, the concentrated supernatant was deproteinated by washing thrice with Sevag reagent (isoamyl alcohol: chloroform&#x2009;=&#x2009;1:4, v/v). Before collection, the crude EPSs were precipitated with ethanol (1:5, v/v) at 4&#x00B0;C overnight. The EPSs yield was evaluated after lyophilization. EPSs purification was performed according to the previously described method (<xref ref-type="bibr" rid="ref25">Sun et al., 2021</xref>). The crude EPSs were dissolved in deionized water, centrifuged (15,000&#x2009;&#x00D7;&#x2009;<italic>g</italic>, 30&#x2009;min), and the supernatant was applied to a DEAE-cellulose DE-32 column (16&#x2009;mm&#x2009;&#x00D7;&#x2009;40&#x2009;cm) (Shanghai yuanye Bio-Technology Co Ltd., China) equilibrated with 0.1&#x2009;M PBS buffer (pH 7.0). The column was sequentially eluted with 200&#x2009;mL deionized water and 200&#x2009;mL NaCl solutions at different concentrations of 0.3, 0.5, 0.7, 1.0&#x2009;mol/L and a flow rate of 1&#x2009;mL/min, respectively. The eluents (10&#x2009;mL/tube) were monitored by the phenol-sulfuric acid method. The fractions obtained by 0.5&#x2009;mol/L and 0.7&#x2009;mol/L NaCl were collected and further purified by gel permeation chromatography on a Sephadex G-25 column (16&#x2009;mm&#x2009;&#x00D7;&#x2009;40&#x2009;cm) using ultra-pure water as an eluent at a flow rate of 0.2&#x2009;mL/min. The fractions were collected, concentrated and lyophilized, and then the pure polysaccharide was obtained.</p>
</sec>
<sec id="sec6">
<label>2.4.</label>
<title>Exopolysaccharide analysis</title>
<p>The UV&#x2013;Vis spectra, FTIR spectroscopy, average molecular weight, chemical composition, and uronic acid analysis of EPSs were performed according to the previously reported methods (<xref ref-type="bibr" rid="ref25">Sun et al., 2021</xref>). The surface charge of a polysaccharide was determined using Zeta potential measurement according to the method reported by <xref ref-type="bibr" rid="ref30">Varma and Kumar (2018)</xref>. EPSs derivatization was performed following a previously reported method (<xref ref-type="bibr" rid="ref31">Wang et al., 2018</xref>), and the operating conditions for monosaccharide composition analysis were set as mentioned in a previous method (<xref ref-type="bibr" rid="ref28">Tayebeh et al., 2019</xref>). Monosaccharides were identified by comparing them with standard glucose, galactose, xylose, and N-acetylglucosamine.</p>
</sec>
<sec id="sec7">
<label>2.5.</label>
<title>Effects of exopolysaccharides on the whole-cell synthesis of cadaverine</title>
<p>Whole-cell synthesis of cadaveric amines was performed in a 1&#x2009;L fermenter (Infors, Switzerland) with a conversion fluid volume of 0.3&#x2009;L. The transformation broth contained 50&#x2009;g/L&#x2009;L-lysine and 3&#x2009;g DCW/L of engineered <italic>Escherichia coli</italic> DFC1001 (<xref ref-type="bibr" rid="ref10">Guo et al., 2020</xref>) with or without EPSs. Approximately 100&#x2013;300&#x2009;mg of EPSs were added per gram of DCW <italic>E. coli</italic> DFC1001. Biotransformation was performed at 37&#x00B0;C, 300&#x2009;rpm, and the pH was adjusted to 7.0 by the automatic addition of 2&#x2009;M HCl. After 1&#x2009;h of biotransformation, the surviving bacteria in the culture solution were calculated by plating on Luria-Bertani (LB) agar plates containing 50&#x2009;&#x03BC;g/mL streptomycin (<xref ref-type="bibr" rid="ref10">Guo et al., 2020</xref>), followed by serial dilution. The survival rate of engineered <italic>Escherichia coli</italic> DFC1001 was defined as the percentage of viable cells after and before whole-cell synthesis. The cadaverine yield was calculated by dividing the cadaverine concentration by the initial concentration of the substrate L-lysine (50&#x2009;g/L). The culture solution was centrifuged at 4000 x <italic>g</italic> for 5&#x2009;min and the concentration of cadaverine was determined by high-performance liquid chromatography. Cadaverine was separated using a YMC Carotenoid C30 column (4.6&#x2009;&#x00D7;&#x2009;250&#x2009;mm, 5&#x2009;&#x03BC;m). The values of flow rate, injection volume, and column temperature were set at 0.8&#x2009;mL/min, 10&#x2009;&#x03BC;L, and 35&#x00B0;C, respectively. 0.5% trifluoroacetic acid and 5% acetonitrile were used as mobile phases A and B, respectively.</p>
</sec>
<sec id="sec8">
<label>2.6.</label>
<title>Factors affecting EPSs synthesis</title>
<p>Single-factor tests were employed to investigate the effects of fermentation conditions on bacterial growth and EPSs synthesis. The strains were inoculated in the fermentation medium and cultured in a shaker incubator. The range of fermentation conditions (influencing factors and levels) were selected as follows: pH (5.02, 5.86, 7.13, 8.19, 8.61), rotational speed (0, 50, 100, 150, 200, 250&#x2009;rpm), temperature (10, 18, 24, 30, 37&#x00B0;C). Then, the preliminary range of synthetic variables, namely pH (X<sub>1</sub>), rotational speed (X<sub>2</sub>), and temperature (X<sub>3</sub>), was determined based on single factor experiments. A three-factor-three level Box&#x2013;Behnken design was employed using design export software to determine which combination of synthesis variables would yield the largest amount of dry cell weight (DCW) (Y<sub>1</sub>) and EPSs field (Y<sub>2</sub>).</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<label>3.</label>
<title>Results and discussion</title>
<sec id="sec10">
<label>3.1.</label>
<title>Isolation and identification of EPSs-producing strains</title>
<p>About 54 single colonies with the EPSs producing ability were isolated from the soil samples. These 54 strains were cultured and fermented separately using the same medium and growth conditions. EPSs production by different strains was measured, as shown in <xref rid="tab1" ref-type="table">Table 1</xref>. The strain numbered NJ 1023 showed the highest EPSs yield.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Polysaccharide-producing strains isolated from soil samples contaminated with petrochemicals.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Strains</th>
<th align="center" valign="top">Gram</th>
<th align="center" valign="top">EPSs yield (mg/g DCW)</th>
<th align="left" valign="top">Strains</th>
<th align="center" valign="top">Gram</th>
<th align="center" valign="top">EPSs yield (mg/g DCW)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">NJ 1001</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.12 &#x00B1; 0.02</td>
<td align="left" valign="middle">NJ 1028</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">60.01 &#x00B1; 2.45</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1002</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.01 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1029</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.16 &#x00B1; 0.22</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1003</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.44 &#x00B1; 0.12</td>
<td align="left" valign="middle">NJ 1030</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.09 &#x00B1; 0.12</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1004</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.56 &#x00B1; 0.32</td>
<td align="left" valign="middle">NJ 1031</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.65 &#x00B1; 0.17</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1005</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">37.38 &#x00B1; 1.14</td>
<td align="left" valign="middle">NJ 1032</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">12.43 &#x00B1; 0.22</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1006</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.34 &#x00B1; 0.02</td>
<td align="left" valign="middle">NJ 1033</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.66 &#x00B1; 0.09</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1007</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">39.66 &#x00B1; 1.56</td>
<td align="left" valign="middle">NJ 1034</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">32.11 &#x00B1; 2.13</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1008</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.19 &#x00B1; 0.11</td>
<td align="left" valign="middle">NJ 1035</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.78 &#x00B1; 0.03</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1009</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.09 &#x00B1; 0.02</td>
<td align="left" valign="middle">NJ 1036</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">64.45 &#x00B1; 1.58</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1010</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.34 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1037</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.08 &#x00B1; 0.16</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1011</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.51 &#x00B1; 0.02</td>
<td align="left" valign="middle">NJ 1038</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.08 &#x00B1; 0.02</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1012</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.48 &#x00B1; 0.22</td>
<td align="left" valign="middle">NJ 1039</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">61.78 &#x00B1; 1.10</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1013</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">28.32 &#x00B1; 0.89</td>
<td align="left" valign="middle">NJ 1040</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.01 &#x00B1; 0.01</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1014</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">44.68 &#x00B1; 2.55</td>
<td align="left" valign="middle">NJ 1041</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.16 &#x00B1; 0.02</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1015</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.06 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1042</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.04 &#x00B1; 0.02</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1016</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.06 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1043</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.06 &#x00B1; 0.12</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1017</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.44 &#x00B1; 0.12</td>
<td align="left" valign="middle">NJ 1044</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">41.69 &#x00B1; 0.45</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1018</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.19 &#x00B1; 0.13</td>
<td align="left" valign="middle">NJ 1045</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.16 &#x00B1; 0.02</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1019</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.09 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1046</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.57 &#x00B1; 0.03</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1020</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.05 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1047</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.16 &#x00B1; 0.12</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1021</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.06 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1048</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.23 &#x00B1; 0.16</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1022</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.57 &#x00B1; 0.02</td>
<td align="left" valign="middle">NJ 1049</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.18 &#x00B1; 0.33</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1023</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">70.62 &#x00B1; 1.24</td>
<td align="left" valign="middle">NJ 1050</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.09 &#x00B1; 0.15</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1024</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.02 &#x00B1; 0.01</td>
<td align="left" valign="middle">NJ 1051</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">59.63 &#x00B1; 2.19</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1025</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.06 &#x00B1; 0.02</td>
<td align="left" valign="middle">NJ 1052</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.98 &#x00B1; 0.17</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1026</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.06 &#x00B1; 0.03</td>
<td align="left" valign="middle">NJ 1053</td>
<td align="center" valign="middle">G<sup>&#x2212;</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.33 &#x00B1; 0.02</td>
</tr>
<tr>
<td align="left" valign="middle">NJ 1027</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.09 &#x00B1; 0.03</td>
<td align="left" valign="middle">NJ 1054</td>
<td align="center" valign="middle">G<sup>+</sup></td>
<td align="char" valign="middle" char="&#x00B1;">2.06 &#x00B1; 0.14</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The 16S rDNA nucleotide sequence of strain NJ1023 was analyzed by BLAST software. Strain NJ1023 had 99.79% 16S rDNA similarity with its closest relative <italic>E. aerogenes</italic> B19. Therefore, strain NJ1023 was identified as an <italic>E. aerogenes</italic> and was submitted to the China Center for Type Culture Collection (CCTCC) (Wuhan, China) with an accession number of CCTCC M 20211243.</p>
</sec>
<sec id="sec11">
<label>3.2.</label>
<title>Characteristics of EPSs</title>
<p>The crude EPSs were extracted from <italic>E. aerogenes</italic> NJ1023 by vacuum filtration, deproteinization, ethanol precipitation, and lyophilization. The dry sample was then separated by DEAE-cellulose DE-32, and one fraction was obtained (<xref rid="fig1" ref-type="fig">Figure 1A</xref>). The fraction eluted with 0.3&#x2009;M NaCl solutions was further purified with a Sephadex G-25 size-exclusion chromatography column. The major elution fraction (<xref rid="fig1" ref-type="fig">Figure 1B</xref>) was collected. The EPSs produced by <italic>E. aerogenes</italic> NJ1023 contained approximately 92.44% total sugar, 0.41% protein, 3.40% glycuronic acid, 2.13% P, and 0.85% S. The absorption peaks were not found at 260&#x2009;nm, indicating an absence of nucleic acids. A novel molecular weight of 2.7&#x2009;&#x00D7;&#x2009;10<sup>3</sup>&#x2009;Da was calculated using known MW standards. Complete hydrolysis of the EPSs, followed by gas chromatography mass spectrometry (GC&#x2013;MS) demonstrated that the polysaccharide was composed of D-xylose, D-glucose, D-galactose, and N-acetylglucosamine with a molar ratio of 0.27: 4.52: 1.74: 0.2. The molecular weight and monosaccharide composition of these EPSs significantly differed from the EPSs produced by other strains of the same genus. EPSs produced by other strains of <italic>Enterobacter</italic> spp. had a high molecular weight of approximately 1.0&#x2009;&#x00D7;&#x2009;10<sup>6</sup>&#x2009;Da, and were mainly composed of fucose, galactose, and glucose (<xref ref-type="bibr" rid="ref13">Isobe et al., 2001</xref>; <xref ref-type="bibr" rid="ref32">Wang et al., 2013</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Elution curves of crude EPSs on DEAE-cellulose DE-32 column <bold>(A)</bold> and Sephadex G-25 column <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fmicb-14-1200123-g001.tif"/>
</fig>
<p>In the infrared wavelengths, the EPSs had the characteristics of polysaccharides (<xref rid="fig2" ref-type="fig">Figure 2</xref>). The sample showed the absorption peaks characteristic of polysaccharides at 3233, 2967, 1,650, 1,234, and 1,082&#x2009;cm<sup>&#x2212;1</sup>. The peaks near 3,233&#x2009;cm<sup>&#x2212;1</sup> were attributed to the stretching vibration of O-H. Low intensity banding at 2967&#x2009;cm<sup>&#x2212;1</sup> was attributed to the C-H stretching and bending. The peak observed at 1650&#x2009;cm<sup>&#x2212;1</sup> was attributed to the C=O stretch of amide. The absorption band at 1234&#x2009;cm<sup>&#x2212;1</sup> was attributed to the sugar structure of O-H in the carboxyl group, indicating the presence of glycuronic acid in the polysaccharide (<xref ref-type="bibr" rid="ref9">Guo et al., 2022</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Infrared spectrum of EPSs from <italic>Enterobacter aerogenes</italic> NJ1023.</p>
</caption>
<graphic xlink:href="fmicb-14-1200123-g002.tif"/>
</fig>
</sec>
<sec id="sec12">
<label>3.3.</label>
<title>Effects of EPSs on whole-cell synthesis of cadaverine</title>
<p>Cadaverine, a common polyamine with important physiological functions, plays a crucial role in maintaining cell morphology and physiological functions (<xref ref-type="bibr" rid="ref12">Igarashi and Kashiwagi, 2018</xref>). However, excessive polyamines can be toxic to cells, causing oxidative damage (<xref ref-type="bibr" rid="ref19">Murray et al., 2018</xref>). Polysaccharides are often used as antioxidants to significantly reduce oxidation and protect cells (<xref ref-type="bibr" rid="ref18">Li et al., 2020</xref>). This study aimed to investigate the role of EPSs from <italic>E. aerogenes</italic> NJ1023 in response to cadaverine toxicity in <italic>E. coli</italic> DFC1001 cells. As shown in <xref rid="tab2" ref-type="table">Table 2</xref>, the addition of extracellular polysaccharides increased the conversion of lysine to cadaverine, which could be attributed to the increased survival rate of the engineered <italic>E. coli</italic> cells. Compared to the control without EPSs addition, the addition of 300&#x2009;mg/g EPSs increased the survival rate of the strain by 57.27%.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>EPSs protect engineered <italic>E. coli</italic> cells from cadaverine toxicity.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Survival rate (%)</th>
<th align="center" valign="top">Cadaverine yield (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">No EPSs added</td>
<td align="center" valign="middle">50.01&#x2009;&#x00B1;&#x2009;3.56</td>
<td align="center" valign="middle">23.31&#x2009;&#x00B1;&#x2009;1.13</td>
</tr>
<tr>
<td align="left" valign="middle" colspan="3">EPSs added</td>
</tr>
<tr>
<td align="left" valign="middle">100&#x2009;mg/g</td>
<td align="center" valign="middle">62.33&#x2009;&#x00B1;&#x2009;4.67</td>
<td align="center" valign="middle">27.54&#x2009;&#x00B1;&#x2009;3.14</td>
</tr>
<tr>
<td align="left" valign="middle">200&#x2009;mg/g</td>
<td align="center" valign="middle">70.88&#x2009;&#x00B1;&#x2009;2.78</td>
<td align="center" valign="middle">32.88&#x2009;&#x00B1;&#x2009;2.52</td>
</tr>
<tr>
<td align="left" valign="middle">250&#x2009;mg/g</td>
<td align="center" valign="middle">73.19&#x2009;&#x00B1;&#x2009;2.12</td>
<td align="center" valign="middle">35.49&#x2009;&#x00B1;&#x2009;2.02</td>
</tr>
<tr>
<td align="left" valign="middle">300&#x2009;mg/g</td>
<td align="center" valign="middle">78.65&#x2009;&#x00B1;&#x2009;3.00</td>
<td align="center" valign="middle">38.77&#x2009;&#x00B1;&#x2009;1.41</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec13">
<label>3.4.</label>
<title>Optimization of EPSs synthesis conditions</title>
<sec id="sec001">
<label>3.4.1.</label>
<title>pH</title>
<p>Culture conditions have significant impacts on cell growth and the extracellular polysaccharide synthesis capacity of microorganisms (<xref ref-type="bibr" rid="ref34">Yang et al., 2022</xref>). The fermentation processes were performed under the pH range of 5.02 to 8.61 to investigate the impact of pH on EPSs synthesis and cell growth. Fermentation temperature and rotational speed were set at 30&#x00B0;C and 220&#x2009;rpm, respectively. As shown in <xref rid="fig3" ref-type="fig">Figure 3</xref>, when the pH was 7.13, the highest sugar production and cell growth were 83.95&#x2009;mg/g and 0.72&#x2009;g/L, respectively. Therefore, a pH of approximately 7 was most favorable for biomass production and polysaccharide accumulation in this strain.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Effects of pH on cell growth and polysaccharide production of <italic>E. aerogenes</italic> NJ1023.</p>
</caption>
<graphic xlink:href="fmicb-14-1200123-g003.tif"/>
</fig>
</sec>
<sec id="sec14">
<label>3.4.2.</label>
<title>Rotational speed</title>
<p>The rotational speed of the fermentation process had different effects on cell growth and extracellular polysaccharide synthesis of <italic>E. aerogenes</italic> NJ1023 (<xref rid="fig4" ref-type="fig">Figure 4</xref>). During fermentation, the ammonium hydroxide solution (6&#x2009;M) was automatically added to maintain a pH of 7, and the fermentation temperature was set at 30&#x00B0;C. As shown in <xref rid="fig4" ref-type="fig">Figure 4</xref>, the highest cell growth (0.72&#x2009;g/L) was observed for <italic>E. aerogenes</italic> NJ1023 at a rotational speed of 200&#x2009;rpm. However, optimal polysaccharide synthesis of 120.62&#x2009;mg/g DCW was obtained at a rotational speed of 100&#x2009;rpm. Therefore, a lower rotational speed was more suitable for <italic>E. aerogenes</italic> NJ1023 to accumulate EPSs, while a higher rotational speed was more suitable for cell proliferation. This result provides novel prospects for regulating the fermentation conditions of this strain in the future.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Effects of rotational speed on cell growth and polysaccharide production of <italic>E. aerogenes</italic> NJ1023.</p>
</caption>
<graphic xlink:href="fmicb-14-1200123-g004.tif"/>
</fig>
</sec>
<sec id="sec15">
<label>3.4.3.</label>
<title>Temperature</title>
<p>In this study, the effects of temperature on cell growth and polysaccharide yield of <italic>E. aerogenes</italic> NJ1023 were investigated under the previously established optimum rotational speed (100&#x2009;rpm) for sugar production and the optimum speed (200&#x2009;rpm) for cell growth, respectively. As shown in <xref rid="fig5" ref-type="fig">Figure 5</xref>, when the temperature was 18&#x00B0;C and the rotational speed was 100&#x2009;rpm, the optimal EPS yield was 176.45&#x2009;mg/g (<xref rid="fig5" ref-type="fig">Figure 5A</xref>). The cell growth reached its maximum level (0.72&#x2009;g/L) when the fermentation temperature was 30&#x00B0;C, and the rotational speed was 200&#x2009;rpm (<xref rid="fig5" ref-type="fig">Figure 5B</xref>). These findings indicated that temperature had a significant impact on the growth and yield of <italic>E. aerogenes</italic> NJ1023, with lower temperatures being suitable for polysaccharide accumulation and higher temperatures more suitable for cell growth.</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Effects of culture temperature on cell growth and polysaccharide production of <italic>E. aerogenes</italic> NJ1023. <bold>(A)</bold> At a rotational speed of 100&#x2009;rpm. <bold>(B)</bold> At a rotational speed of 200&#x2009;rpm.</p>
</caption>
<graphic xlink:href="fmicb-14-1200123-g005.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.4.4.</label>
<title>Response surface methodology (RSM)</title>
<p>The fermentation conditions of <italic>Enterobacter aerogenes</italic> NJ1023 were optimized with response surface methodology (RSM). Based on the single-factor experimental tests, the pH (X<sub>1</sub>), rotational speed (X<sub>2</sub>), and temperature (X<sub>3</sub>) were selected as independent variables, and DCW (Y<sub>1</sub>) and EPSs yield (Y<sub>2</sub>) were used as response values, respectively, to design a three-factor, three-level experiment. The experimental factors and levels are shown in <xref rid="tab3" ref-type="table">Table 3</xref>, and the experimental design and the results of the response surface are shown in <xref rid="tab4" ref-type="table">Table 4</xref>. Regression analysis was performed on the test data, as shown in <xref rid="tab4" ref-type="table">Table 4</xref>, and the multiple quadratic regression equation obtained was as follows (<xref ref-type="disp-formula" rid="EQ1">eqs 1</xref>, <xref ref-type="disp-formula" rid="EQ2">2</xref>):</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Experimental factors and levels.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="top" rowspan="2">Levels</th>
<th align="center" valign="top" colspan="3">Factors</th>
</tr>
<tr>
<th align="center" valign="top">X<sub>1</sub>: pH</th>
<th align="center" valign="top">X<sub>2</sub>: rotational speed (rpm)</th>
<th align="center" valign="top">X<sub>3</sub>: temperature (&#x00B0;C)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="center" valign="middle" colspan="4">DCW (Y<sub>1</sub>) as response values:</td>
</tr>
<tr>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">6.5</td>
<td align="center" valign="middle">150</td>
<td align="center" valign="middle">25</td>
</tr>
<tr>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">7.0</td>
<td align="center" valign="middle">200</td>
<td align="center" valign="middle">30</td>
</tr>
<tr>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">7.5</td>
<td align="center" valign="middle">250</td>
<td align="center" valign="middle">35</td>
</tr>
<tr>
<td align="center" valign="middle" colspan="4">EPSs yield (Y<sub>2</sub>) as response values:</td>
</tr>
<tr>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">6.5</td>
<td align="center" valign="middle">50</td>
<td align="center" valign="middle">14</td>
</tr>
<tr>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">7.0</td>
<td align="center" valign="middle">100</td>
<td align="center" valign="middle">18</td>
</tr>
<tr>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">7.5</td>
<td align="center" valign="middle">150</td>
<td align="center" valign="middle">22</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Experimental design and results of response surface.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Run</th>
<th align="center" valign="top">X<sub>1</sub></th>
<th align="center" valign="top">X<sub>2</sub> (rpm)</th>
<th align="center" valign="top">X<sub>3</sub> (&#x00B0;C)</th>
<th align="center" valign="top">Y<sub>1</sub> (g/L)</th>
<th align="center" valign="top">Y<sub>2</sub> (mg/g DCW)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="char" valign="middle" char=".">0.39</td>
<td align="char" valign="middle" char=".">95.55</td>
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<tr>
<td align="left" valign="middle">2</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td align="char" valign="middle" char=".">0.61</td>
<td align="char" valign="middle" char=".">147.11</td>
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<tr>
<td align="left" valign="middle">3</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.72</td>
<td align="char" valign="middle" char=".">176.45</td>
</tr>
<tr>
<td align="left" valign="middle">4</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="char" valign="middle" char=".">0.58</td>
<td align="char" valign="middle" char=".">140.14</td>
</tr>
<tr>
<td align="left" valign="middle">5</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">-1</td>
<td align="char" valign="middle" char=".">0.41</td>
<td align="char" valign="middle" char=".">98.52</td>
</tr>
<tr>
<td align="left" valign="middle">6</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.70</td>
<td align="char" valign="middle" char=".">175.33</td>
</tr>
<tr>
<td align="left" valign="middle">7</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.72</td>
<td align="char" valign="middle" char=".">177.62</td>
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<tr>
<td align="left" valign="middle">8</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.72</td>
<td align="char" valign="middle" char=".">176.35</td>
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<tr>
<td align="left" valign="middle">9</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="char" valign="middle" char=".">0.38</td>
<td align="char" valign="middle" char=".">90.88</td>
</tr>
<tr>
<td align="left" valign="middle">10</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.62</td>
<td align="char" valign="middle" char=".">152.11</td>
</tr>
<tr>
<td align="left" valign="middle">11</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.65</td>
<td align="char" valign="middle" char=".">157.61</td>
</tr>
<tr>
<td align="left" valign="middle">12</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td align="char" valign="middle" char=".">0.54</td>
<td align="char" valign="middle" char=".">146.44</td>
</tr>
<tr>
<td align="left" valign="middle">13</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.68</td>
<td align="char" valign="middle" char=".">166.33</td>
</tr>
<tr>
<td align="left" valign="middle">14</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.66</td>
<td align="char" valign="middle" char=".">159.58</td>
</tr>
<tr>
<td align="left" valign="middle">15</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">0</td>
<td align="char" valign="middle" char=".">0.72</td>
<td align="char" valign="middle" char=".">176.29</td>
</tr>
<tr>
<td align="left" valign="middle">16</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">&#x2212;1</td>
<td align="char" valign="middle" char=".">0.48</td>
<td align="char" valign="middle" char=".">105.33</td>
</tr>
<tr>
<td align="left" valign="middle">17</td>
<td align="center" valign="middle">0</td>
<td align="center" valign="middle">1</td>
<td align="center" valign="middle">1</td>
<td align="char" valign="middle" char=".">0.50</td>
<td align="char" valign="middle" char=".">132.78</td>
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<label>(2)</label>
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<mml:mtable columnalign="left">
<mml:mtr>
<mml:mtd>
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<mml:mo>&#x2212;</mml:mo>
<mml:mn>3.53</mml:mn>
<mml:msub>
<mml:mi>X</mml:mi>
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<mml:mi>X</mml:mi>
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<mml:mi>X</mml:mi>
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<mml:mi>X</mml:mi>
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<p>The ANOVA results (<xref rid="tab5" ref-type="table">Table 5</xref>) demonstrated that the above 2 quadratic regression models differed significantly (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01), indicating that the models fit similarly to the actual experiments and could better reflect the relationship between DCW and EPSs yield and each factor. When DCW was used as the response value, the interaction term X<sub>2</sub>X<sub>3</sub> had a significant effect on the results (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), the primary term X<sub>2</sub> had a highly significant effect on the results (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01), and the primary term X<sub>3</sub>, the interaction term X<sub>1</sub>X<sub>3</sub>, the secondary term X<sub>2</sub><sup>2</sup> and X<sub>3</sub><sup>2</sup> had a very highly significant effect on the results (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). When the EPSs yield was used as the response value, the interaction term X<sub>1</sub>X<sub>3</sub> had a significant effect on the results (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), the primary term X<sub>1</sub> had a highly significant effect on the results (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.01), and the primary term X<sub>2</sub> and X<sub>3</sub>, the secondary term X<sub>1</sub><sup>2</sup>, X<sub>2</sub><sup>2</sup> and X<sub>3</sub><sup>2</sup> had a very highly significant effect on the results (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). The contribution of factors to the values of DCW and EPSs yield obtained by the <italic>F</italic>-test was as follows: temperature (X<sub>3</sub>)&#x2009;&#x003E;&#x2009;rotational speed (X<sub>2</sub>)&#x2009;&#x003E;&#x2009;pH (X<sub>1</sub>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Variance analysis of response surface experiments results.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Source</th>
<th align="center" valign="top">Sum of squares (Y<sub>1</sub>/Y<sub>2</sub>)</th>
<th align="center" valign="top">Df (Y<sub>1</sub>/Y<sub>2</sub>)</th>
<th align="center" valign="top">Mean square (Y<sub>1</sub>/Y<sub>2</sub>)</th>
<th align="center" valign="top"><italic>F</italic>-value (Y<sub>1</sub>/Y<sub>2</sub>)</th>
<th align="center" valign="top"><italic>p</italic>-value (Y<sub>1</sub>/Y<sub>2</sub>)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Model</td>
<td align="center" valign="top">0.2358/15083.93</td>
<td align="center" valign="top">9/9</td>
<td align="center" valign="top">0.0262/1675.99</td>
<td align="center" valign="top">184.29/1089.54</td>
<td align="center" valign="top">&#x003C; 0.0001/&#x003C; 0.0001</td>
</tr>
<tr>
<td align="left" valign="top">A</td>
<td align="center" valign="top">0.0003/42.27</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0003/42.27</td>
<td align="center" valign="top">2.20/27.48</td>
<td align="center" valign="top">0.1817/0.0012</td>
</tr>
<tr>
<td align="left" valign="top">B</td>
<td align="center" valign="top">0.0032/99.55</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0032/99.55</td>
<td align="center" valign="top">22.51/64.71</td>
<td align="center" valign="top">0.0021/&#x003C; 0.0001</td>
</tr>
<tr>
<td align="left" valign="top">C</td>
<td align="center" valign="top">0.0406/3880.36</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0406/3880.36</td>
<td align="center" valign="top">285.72/2522.57</td>
<td align="center" valign="top">&#x003C; 0.0001/&#x003C; 0.0001</td>
</tr>
<tr>
<td align="left" valign="top">AB</td>
<td align="center" valign="top">0.0000/0.3906</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0000/0.3906</td>
<td align="center" valign="top">0.1759/0.2539</td>
<td align="center" valign="top">0.6875/0.6298</td>
</tr>
<tr>
<td align="left" valign="top">AC</td>
<td align="center" valign="top">0.0049/13.99</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0049/13.99</td>
<td align="center" valign="top">34.47/9.09</td>
<td align="center" valign="top">0.0006/0.0195</td>
</tr>
<tr>
<td align="left" valign="top">BC</td>
<td align="center" valign="top">0.0012/1.81</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0012/1.81</td>
<td align="center" valign="top">8.62/1.18</td>
<td align="center" valign="top">0.0218/0.3141</td>
</tr>
<tr>
<td align="left" valign="top">A<sup>2</sup></td>
<td align="center" valign="top">0.0003/67.17</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0003/67.17</td>
<td align="center" valign="top">1.90/43.66</td>
<td align="center" valign="top">0.2110/0.0003</td>
</tr>
<tr>
<td align="left" valign="top">B<sup>2</sup></td>
<td align="center" valign="top">0.0130/768.11</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.0130/768.11</td>
<td align="center" valign="top">91.24/499.34</td>
<td align="center" valign="top">&#x003C; 0.0001/&#x003C; 0.0001</td>
</tr>
<tr>
<td align="left" valign="top">C<sup>2</sup></td>
<td align="center" valign="top">0.1651/9726.94</td>
<td align="center" valign="top">1/1</td>
<td align="center" valign="top">0.1651/9726.94</td>
<td align="center" valign="top">1161.29/6323.35</td>
<td align="center" valign="top">&#x003C; 0.0001/&#x003C; 0.0001</td>
</tr>
<tr>
<td align="left" valign="top">Residual</td>
<td align="center" valign="top">0.0010/10.77</td>
<td align="center" valign="top">7/7</td>
<td align="center" valign="top">0.0001/1.54</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Lack of Fit</td>
<td align="center" valign="top">0.0007/8.12</td>
<td align="center" valign="top">3/3</td>
<td align="center" valign="top">0.0002/2.71</td>
<td align="center" valign="top">2.81/4.08</td>
<td align="center" valign="top">0.1717/0.1038</td>
</tr>
<tr>
<td align="left" valign="top">Pure Error</td>
<td align="center" valign="top">0.0003/2.65</td>
<td align="center" valign="top">4/4</td>
<td align="center" valign="top">0.0001/0.6625</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Cor Total</td>
<td align="center" valign="top">0.2368/15094.70</td>
<td align="center" valign="top">16/16</td>
<td/>
<td/>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
<p>The 3D response surfaces of the interactions of pH, rotational speed, and temperature on DCW and EPSs yield are shown in <xref rid="fig6" ref-type="fig">Figure 6</xref>. All figures generally show a trend of first rising and then falling. After the fitting equation, the optimum conditions for DCW are as follows: pH, 7,0; rotational speed, 189&#x2009;rpm; temperature, 31&#x00B0;C. Accordingly, the theoretical highest DCW was predicted as 0.73&#x2009;g/L at the optimum conditions. Verification experiments were performed for three replicates, and the average yield of DCW was 0.74&#x2009;g/L. These experimental results were in good agreement with the predicted values by the model. The optimal experimental scheme for EPSs synthesis was obtained as follows: when the pH, rotational speed, and temperature were 7.12, 93.05&#x2009;rpm, and 18.90&#x00B0;C, respectively, the EPSs yield reached as high as 179.41&#x2009;mg/g DCW. Verification experiments were performed for three replicates, and the average yield of EPSs was 179.82&#x2009;mg/g DCW. These experimental results were in good agreement with the predicted values by the model.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Response surface plots of effects of interaction between each factor on DCW and EPSs yield. <bold>(A)</bold> Effect of pH and temperature interaction on DCW. <bold>(B)</bold> Effect of rotational speed and temperature interaction on DCW. <bold>(C)</bold> Effect of pH and temperature interaction on EPSs yields.</p>
</caption>
<graphic xlink:href="fmicb-14-1200123-g006.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec sec-type="conclusions" id="sec17">
<label>4.</label>
<title>Conclusion</title>
<p>In summary, a <italic>E. aerogenes</italic> NJ1023 strain capable of synthesizing EPSs was obtained from petrochemical contaminated soil. To the best of our knowledge, this is the first report to highlight the EPSs synthesis property of <italic>E. aerogenes</italic>. Analysis of the physical and chemical properties of these EPSs revealed that their molecular weight and monosaccharide composition differed from the previously reported EPSs. The EPSs synthesized by <italic>E. aerogenes</italic> NJ1023 could protect the engineered <italic>E. coli</italic> from cadaverine stress, indicating that the EPSs could be used as a novel cell protective agent. The present study has certain significance for expanding the application of <italic>E. aerogenes</italic> and developing novel microbial polysaccharides.</p>
</sec>
<sec sec-type="data-availability" id="sec18">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="sec19">
<title>Author contributions</title>
<p>YX: data curation and analysis, investigation, figure preparation, and writing. ZY: data curation and analysis, investigation, and methodology. XW: data curation and analysis. HD and WS: investigation. XH: conceptualization, funding acquisition, methodology, and writing- review and editing. KC: funding acquisition and methodology. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="sec20">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (Grant No. U21B2097), the National Key Research and Development Program of China (Grant No. 2018YFA0901500), and the Jiangsu Postdoctoral Research Foundation (Grant No. 2019&#x2009;K242).</p>
</sec>
<sec sec-type="COI-statement" id="sec21">
<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="sec100" 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>
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