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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">843859</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.843859</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Boosting the Electrochemical Performance of PI-5-CA/C-SWCNT Nanohybrid for Sensitive Detection of <italic>E.&#x20;coli</italic> O157:H7 From the Real Sample</article-title>
<alt-title alt-title-type="left-running-head">Wang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">PI-5-CA/C-SWCNT for <italic>E.&#x20;coli</italic> Detection</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Huan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fan</surname>
<given-names>Yanmiao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Qiaoli</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sun</surname>
<given-names>Xiaoyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Hao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Aziz</surname>
<given-names>Ayesha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1541705/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Shenqi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1602600/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>
<institution>Advanced Biomaterials and Tissue Engineering Center</institution>, <institution>College of Life Science and Technology</institution>, <institution>Huazhong University of Life Science and Technology</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>
<institution>School of Chemical Science and Engineering Fiber and Polymer Technology</institution>, <institution>KTH Royal Institute of Technology</institution>, <addr-line>Stockholm</addr-line>, <country>Sweden</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1205589/overview">Muhammad Asif</ext-link>, Wuhan Institute of Technology, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1614963/overview">Muhammad Ajmal</ext-link>, Xiamen University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/679926/overview">Hongwei Liu</ext-link>, Sun Yat-sen University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Ayesha Aziz, <email>anaa_meraal@yahoo.com</email>; Shenqi Wang, <email>shenqiwang131@hust.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this&#x20;work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Analytical Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>843859</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>12</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Wang, Fan, Yang, Sun, Liu, Chen, Aziz and Wang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Wang, Fan, Yang, Sun, Liu, Chen, Aziz and Wang</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Redox activity is an important indicator for evaluating electrochemical biosensors. In this work, we have successfully polymerized indole-5-carboxylic acid into poly-5-carboxyindole nanomaterials (PI-5-CA), using its superior redox activity, and introduced carboxylated single-walled carbon nanotubes (C-SWCNTs) to synthesize a composite material. Finally, a synthesized composite material was used for the modification of the glass carbon electrode to fabricate the PI-5-CA/C-SWCNTs/GCE-based immunosensor and was successfully applied for the sensitive detection of <italic>E.&#x20;coli</italic> O157:H7. The fabricated immunosensor exhibited an outstanding electrocatalytic activity toward the detection of <italic>E.&#x20;coli</italic> O157:H7 with a remarkably lowest limit of detection (2.5&#xa0;CFU/ml, <italic>LOD</italic> &#x3d; 3&#x20;<italic>SD</italic>/k, <italic>n</italic>&#x20;&#x3d; 3) and has a wide linear range from 2.98&#xd7;10<sup>1</sup> to 2.98&#xd7;10<sup>7</sup>&#xa0;CFU/ml. Inspired from the excellent results, the fabricated electrode was applied for the detection of bacteria from real samples (water samples) with a good recovery rate (98.13&#x2013;107.69%) as well as an excellent stability and specificity. Owing to its simple preparation, excellent performance, and detection time within 30&#x20;min, our proposed immunosensor will open a new horizon in different fields for the sensitive detection of bacteria from real samples.</p>
</abstract>
<kwd-group>
<kwd>poly-5-carboxyindole</kwd>
<kwd>carboxylated single-walled carbon nanotubes</kwd>
<kwd>
<italic>E.&#x20;coli</italic> O157:H7</kwd>
<kwd>electrochemical immunosensor</kwd>
<kwd>indole-5-carboxylic acid</kwd>
<kwd>plate counting method</kwd>
</kwd-group>
<contract-num rid="cn001">2017YFC1104402</contract-num>
<contract-num rid="cn002">2016M602291</contract-num>
<contract-sponsor id="cn001">National Key Research and Development Program of China<named-content content-type="fundref-id">10.13039/501100012166</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">China Postdoctoral Science Foundation<named-content content-type="fundref-id">10.13039/501100002858</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Highlights</title>
<p>
<list list-type="simple">
<list-item>
<p>&#x2022; PI-5-CA/C-SWCNT nanohybrids are synthesized by facile methods</p>
</list-item>
<list-item>
<p>&#x2022; The PI-5-CA/C-SWCNT nanohybrid-modified GCE was further incubated with the <italic>E.&#x20;coli</italic> antibody to complete the antigen&#x2013;antibody reaction to fabricate the Ab/PI-5-CA/C-SWCNTs/GCE immunosensor</p>
</list-item>
<list-item>
<p>&#x2022; Ab/PI-5-CA/C-SWCNTs/GCE shows an excellent electrochemical activity for <italic>E.&#x20;coli</italic> O157 detection</p>
</list-item>
<list-item>
<p>&#x2022; Real-time <italic>in&#x20;vitro</italic> detection of <italic>E.&#x20;coli</italic> O157 from real samples and compared results obtained from the actual samples</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2">
<title>1 Introduction</title>
<p>To date, the most important topic of concern for food industries is the alarming increase of food- and waterborne diseases (<xref ref-type="bibr" rid="B22">Law et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B29">Patra and Baek, 2016</xref>). According to statistics from the World Health Organization (WHO), up to 30% of the world&#x2019;s population suffers from foodborne diseases every year (<xref ref-type="bibr" rid="B18">Jia and Jukes, 2013</xref>). Factors that cause foodborne diseases include bacteria, parasites, viruses, chemicals, and toxins (<xref ref-type="bibr" rid="B8">Aziz et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B31">Rad et&#x20;al., 2021</xref>). Among these factors, bacterial contamination is an alarming threat to human health (<xref ref-type="bibr" rid="B11">Chen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Sai-Anand et&#x20;al., 2019</xref>). Bacteria are ubiquitous in nature, and bacterial contamination may occur in any food chain (<xref ref-type="bibr" rid="B26">Odeyemi et&#x20;al., 2020</xref>). If food chains once get infected with these pathogens, it can seriously threaten human health and can cause economic losses, if not treated timely (<xref ref-type="bibr" rid="B3">Asif et&#x20;al., 2018</xref>). In 2011, there was an outbreak in the United&#x20;States due to the contamination of cantaloupe instigated by <italic>Listeria monocytogenes</italic>, which infected 147 with 33 deaths (<xref ref-type="bibr" rid="B13">Ghosh et&#x20;al., 2019</xref>). In the same year, Germany also experienced a massive outbreak of hemolytic uremic syndrome, which was initiated by <italic>E.&#x20;coli</italic> O104:H4 infection (<xref ref-type="bibr" rid="B37">Stockman, 2013</xref>). Above all, every year, the number of infections caused by <italic>Salmonella</italic> crossed one million, leading to severe illness and sometimes death (<xref ref-type="bibr" rid="B17">Jarvis et&#x20;al., 2016</xref>). In 2016, 13 cases of diarrhea occurred in nine U.S. states due to the consumption of flour infected with <italic>E.&#x20;coli</italic> O157:H7 (<xref ref-type="bibr" rid="B36">Sperber and North American Millers&#x27; Association Microbiology Working Group, 2007</xref>). Therefore, fast and reliable detection of pathogens is essential to prevent and control the outbreaks of foodborne diseases.</p>
<p>Among the common pathogens in daily life, <italic>E.&#x20;coli</italic> O157:H7 is one of the most hazardous foodborne pathogens because of its virulence and pathogenicity (<xref ref-type="bibr" rid="B10">Buchanan and Doyle, 1997</xref>; <xref ref-type="bibr" rid="B44">Zhao et&#x20;al., 2021</xref>). Diseases caused by <italic>E.&#x20;coli</italic> O157:H7 include diarrhea, fever, and vomiting (<xref ref-type="bibr" rid="B27">Pandey et&#x20;al., 2017</xref>). At present, quite a lot of attention has been devoted to the research for the rapid detection of <italic>E.&#x20;coli</italic> O157:H7 (<xref ref-type="bibr" rid="B28">Park et&#x20;al., 2020</xref>) The conventionally used plate counting method is reliable to some extent but inevitably limited owing to the time-consumption (<xref ref-type="bibr" rid="B34">Sieuwerts et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B43">Zhao et&#x20;al., 2014</xref>). Technological advances introduced and proposed new methods and techniques, such as polymerase chain reaction (PCR) (<xref ref-type="bibr" rid="B1">Amagliani et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B45">Zhou et&#x20;al., 2022</xref>) and enzyme-linked immunosorbent assay (ELISA) (<xref ref-type="bibr" rid="B12">Di Febo et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B16">Hu Y. et&#x20;al., 2021</xref>), but the requirement of high precision and accuracy as well as the need of highly professional trainers limited their use to some extent. To address all these issues related to conventional and advanced techniques, biosensors have been developed (<xref ref-type="bibr" rid="B9">Aziz et&#x20;al., 2022</xref>). The development of biosensors can solve the abovementioned problems (<xref ref-type="bibr" rid="B4">Asif et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B7">Aziz et&#x20;al., 2019b</xref>), such as colorimetry (<xref ref-type="bibr" rid="B42">Yao et&#x20;al., 2020</xref>), fluorescence (<xref ref-type="bibr" rid="B33">Shi et&#x20;al., 2015</xref>), and electrochemistry (<xref ref-type="bibr" rid="B23">Li et&#x20;al., 2021</xref>). Among them, the electrochemical method has received widespread attention because of the low cost, easy handling, and portability (<xref ref-type="bibr" rid="B5">Asif et&#x20;al., 2022</xref>).</p>
<p>Many electrochemical redox active materials have been used as electronic media for the development of electrochemical biosensors, such as ferrocene (<xref ref-type="bibr" rid="B15">Hu L. et&#x20;al., 2021</xref>), graphene oxide (GO) (<xref ref-type="bibr" rid="B6">Aziz et&#x20;al., 2019a</xref>), and Prussian blue (22). However, most of these materials suffer low conductivity and poor stability, so their effects in the field of electrochemical detection are not satisfactory (<xref ref-type="bibr" rid="B20">Kang et&#x20;al., 2016</xref>). As a conductive polymer, poly (indole-5-carboxylic acid) (PI-5-CA) exhibits good electrochemical behavior, good thermal stability, and superior redox activity due to its abundant functional groups and specific surface area (<xref ref-type="bibr" rid="B2">Asif et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B39">Yang et&#x20;al., 2019</xref>). At the same time, the introduction of carboxylated single-walled carbon nanotubes (C-SWCNTs) can further improve the specific surface area and the electrical conductivity of PI-5-CA. Due to its tubular hollow structure, carbon nanotubes have unique electrical conductivity, high strength, flexibility, stable chemical properties, and excellent specific surface area (<xref ref-type="bibr" rid="B21">Kumar and Sundramoorthy, 2019</xref>; <xref ref-type="bibr" rid="B23">Li et&#x20;al., 2021</xref>). Through chemical synthesis, PI-5-CA and C-SWCNTs are synthesized into a composite material to syndicate the electrochemical advantages of the two, and using their abundant carboxyl functional groups to combine with various biological recognition molecules (<xref ref-type="bibr" rid="B39">Yang et&#x20;al., 2019</xref>).</p>
<p>Therefore, we use the superior electrical conductivity of C-SWCNTs and the ultrahigh redox activity of PI-5-CA to construct an electrochemical sensing platform (<xref ref-type="bibr" rid="B19">Joshi and Prakash, 2013</xref>; <xref ref-type="bibr" rid="B39">Yang et&#x20;al., 2019</xref>). At the same time, we use the characteristic of antigen-antibody-specific binding to propose an electrochemical immunosensor to detect <italic>E.&#x20;coli</italic> O157:H7. First, the PI-5-CA/C-SWCNT composite material was synthesized for the modification of glassy carbon electrode (GCE), and the redox characteristics of the material were explored using the classic three-electrode system. By activating the carboxyl group on the surface of the material and binding with the amino group of the antibody, the anti-<italic>E. coli</italic> antibody is connected to the surface of the modified GCE for <italic>E.&#x20;coli</italic> O157:H7 detection as represented by <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. In this research work, PI-5-CA was used to provide a stable redox signal to improve the detection sensitivity (<xref ref-type="bibr" rid="B19">Joshi and Prakash, 2013</xref>), while C-SWCNT coupling was used to further improve stability and conductivity (<xref ref-type="bibr" rid="B19">Joshi and Prakash, 2013</xref>), as well as provide abundant binding sites for antibodies, which in turn ensure the detection specificity. By detecting the change of PI-5-CA redox current, the rapid and sensitive detection effect of <italic>E.&#x20;coli</italic> O157:H7 is realized (<xref ref-type="bibr" rid="B41">Yang et&#x20;al., 2021</xref>). We used this constructed biosensor to successfully detect <italic>E.&#x20;coli</italic> in domestic water, and compared the results with the traditional culture method to determine the sensitivity and reliability of the fabricated sensor.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic illustration of the step-by-step preparation of PI-5-CA/C-SWCNTs/GCE and its modification with antibodies and BSA for the sensitive detection of <italic>E.&#x20;coli</italic> O157:H7.</p>
</caption>
<graphic xlink:href="fchem-10-843859-g001.tif"/>
</fig>
</sec>
<sec id="s3">
<title>2 Experimental Sections</title>
<sec id="s3-1">
<title>2.1 Chemicals and Reagents</title>
<p>Indole-5-carboxylic acid (I-5-CA) was purchased from Shanghai Vita Chemical Regent Co., Ltd. (Shanghai, China). Carboxylated single-walled carbon nanotubes (C-SWCNTs) were purchased from Nanjing Xian Feng Nanomaterials Technology Co., Ltd. (Nanjing, China). N-hydroxysuccinimide (NHS) and N-(3-dimethylaminopropyl)-N&#x2032;-ethylcarbodiimide hydrochloride (EDC) were purchased from Aladdin Chemistry Co., Ltd. (Shanghai, China). Bovine serum albumin (BSA) and 2-morpholinoethanesulfonic acid (MES) were purchased from Sigma-Aldrich (United&#x20;States). The anti-<italic>E. coli</italic> O157:H7 antibody was purchased from Thermo (United&#x20;States). Ethanol, ammonium persulfate (APS), disodium hydrogen phosphate (Na<sub>2</sub>HPO<sub>4</sub>), sodium dihydrogen phosphate (NaH<sub>2</sub>PO<sub>4</sub>), and H<sub>2</sub>SO<sub>4</sub> were purchased from Sinopharm Chemical Co., Ltd. (Shanghai, China). All the chemicals and reagents were used as it is, without further purification. The four different strains were used in this research as shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>
<bold>.</bold>
</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Information of the strains used in this&#x20;work.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Bacteria</th>
<th align="center">Strain number</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>E.&#x20;coli</italic> O157:H7</td>
<td align="left">CCTCC AB 200051</td>
</tr>
<tr>
<td align="left">
<italic>Staphylococcus aureus</italic>
</td>
<td align="left">CCTCC AB 2013186</td>
</tr>
<tr>
<td align="left">
<italic>Salmonella typhimurium</italic>
</td>
<td align="left">CCTCC AB 204062</td>
</tr>
<tr>
<td align="left">
<italic>Pseudomonas aeruginosa</italic>
</td>
<td align="left">ATCC27853</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>2.2 Synthesis of PI-5-CA/C-SWCNTs</title>
<p>The PI-5-CA/C-SWCNT nanocomposite was synthesized by the chemical method. First, 100&#xa0;mg of In-5-COOH monomer and 2&#xa0;mg of carboxylated single-walled carbon nanotubes (C-SWCNTs) were dissolved in 2.5&#xa0;ml of absolute ethanol, Next, 100&#xa0;mg ammonium persulfate (APS) was dissolved in 10.0&#xa0;ml of H<sub>2</sub>SO<sub>4</sub> (pH &#x3d; 1). Under constant temperature stirring, the mixed solution of 100&#xa0;mg ammonium persulfate (APS) dissolved in 10&#xa0;ml H<sub>2</sub>SO<sub>4</sub> (pH &#x3d; 1) was added gradually, and the mixture was left to react at 30&#xb0;C for 6&#xa0;h. After the reaction was completed, the product was filtered and washed with ultrapure water and absolute ethanol several times in sequence. Finally, we used this solid product to prepare 1&#xa0;mg/ml solution in ultrapure water for further&#x20;use.</p>
</sec>
<sec id="s3-3">
<title>2.3 Fabrication of the Electrochemical Immunosensor</title>
<p>Before each experiment, the glassy carbon electrode (3&#xa0;mm in diameter) was polished to a mirror surface with 0.05&#xa0;&#x3bc;M alumina powder and ultrasonically treated with ultrapure water and absolute ethanol, respectively. Finally, the cleaned electrode was dried with high-purity nitrogen for the next modification.</p>
<p>For the modification of electrode, 10&#xa0;&#xb5;L of 1&#xa0;mg/ml solution of PI-5-CA/C-SWCNTs was injected onto the surface of the GCE and dried in air naturally. To activate the carboxyl group on the composite material, first, the modified electrode was immersed in a mixed solution (containing 40&#xa0;mM NHS, 100&#xa0;mM EDC and 100&#xa0;mM MES), and then incubated at 37&#xb0;C for 30&#xa0;min accompanied by the subsequent deposition of 10&#xa0;&#x3bc;L of Ab solution (5&#xa0;&#x3bc;g/ml). After that the prepared Ab/PI-5-CA/C-SWCNTs/GCE was further incubated at 37&#xb0;C for 2&#xa0;h to ensure that the antibodies bind to the electrode surface. Next, 10&#xa0;&#xb5;L of BSA (1&#xa0;mg/ml) was added dropwise onto the electrode surface and incubated at 37&#xb0;C for 30&#xa0;min to block the residual active sites. Finally, the prepared immunosensor was successfully used against bacterial detection and repeated the same procedure after each experiment. It is noted that after each modification, the electrode should be gently washed with PBS (pH &#x3d; 6) to remove physical adsorption&#x20;(26).</p>
</sec>
<sec id="s3-4">
<title>2.4 Preparation of Samples</title>
<p>In order to obtain satisfactory results, pretreatment of the bacterial culture medium is necessary. The bacterial strains used in the research were inoculated into the 5&#xa0;ml LB medium and cultured at 37&#xb0;C and 200&#xa0;rpm for 6&#xa0;h to their logarithmic growth phase. After that, the freshly cultivated bacterial liquids were centrifuged and immersed in PBS to further dilute into appropriate concentrations. The sample preparation process for actual testing is as follows: first, the tap water was filtered three times with a 0.22&#xa0;&#xb5;M filter membrane, and then freshly cultured <italic>E.&#x20;coli</italic> O157:H7 was added to obtain a natural sample.</p>
</sec>
<sec id="s3-5">
<title>2.5 Analytical Performance of the Immunosensor</title>
<p>First, 10&#xa0;&#xb5;L of the above bacterial liquid was injected to the surface of the immunosensor electrode, and it was incubated at 37&#xb0;C for 2&#xa0;h to complete the antigen&#x2013;antibody reaction. After that, the electrode was gently washed with PBS (pH &#x3d; 6) to remove the physical absorption. All electrochemical experiments were performed on a CHI660A electrochemical workstation. Throughout the electrochemical experimentation, a three-electrode system (Ag/AgCl as the reference electrode, platinum plate as the counter electrode, and modified electrode as the working electrode) was used to perform cyclic voltammetry (CV) under &#x2212;0.2&#x2013;0.8&#xa0;V at a scanning speed of 100&#xa0;mV/s to evaluate the electrode surface behavior. Throughout the experimentations, PBS (pH &#x3d; 6) was&#x20;used.</p>
</sec>
</sec>
<sec id="s4">
<title>3 Characterization of the PI-5-CA/C-SWCNTS Composite</title>
<p>The surface morphologies of PI-5-CA and C-SWCNTs were initially characterized by using the transmission electron microscope (TEM) and scanning electron microscope (SEM) to observe the morphology of the three-dimensional structure of PI-5-CA/C-SWCNTs. The SEM images of PI-5-CA/C-SWCNT nanocomposite at different magnifications showed in <xref ref-type="fig" rid="F2">Figures 2A&#x2013;C</xref> formed a three-dimensional layered porous structure, which can facilitate the combination of various biorecognition molecules and improve the analytical performance of the electrochemical sensor based on PI-5-CA/C-SWCNTs. PI-5-CA exhibited a distinct aggregated morphology that was further combined with SWCNTs to form a distinct three-dimensional structure. SWCNT rods covered with aggregated PI-5-CA as rough surfaces greatly enhance the surface area to provide more active sites to complete the catalytic reaction. SWCNTs support completely burying inside PI-5-CA enhances the catalytic efficiency of the fabricated material being conductive materials. The SEM image results are also consistent with the TEM results taken at different magnification as shown in <xref ref-type="fig" rid="F2">Figures 2D&#x2013;F</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A&#x2013;C)</bold> SEM images of C-SWCNTs, PI-5-CA, and PI-5-CA/C-SWCNTs at different magnifications, and TEM images of <bold>(D)</bold> C-SWCNTs, <bold>(E)</bold> PI-5-CA, and <bold>(F)</bold> PI-5-CA/C-SWCNTs.</p>
</caption>
<graphic xlink:href="fchem-10-843859-g002.tif"/>
</fig>
<p>The polymerization mechanism of PI-5-CA was studied by Fourier transform infrared spectroscopy (FT-IR), and the result is shown in <xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>. The spectral absorption peak intensity of PI-5-CA is significantly wider than that of I-5-CA monomer, which may be attributable to the wide conjugated chain length distribution of polymers (<xref ref-type="bibr" rid="B24">Liu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B41">Yang et&#x20;al., 2021</xref>). Among them, in the spectrum of monomer I-5-CA and polymer PI-5-CA, the fluctuation of absorption peak in the range of 700&#x2013;820&#xa0;cm<sup>&#x2212;1</sup> is caused by the deformation vibration of three C-H on the benzene ring, which indicates that the polymerization of monomer occurs on the pyrrole ring (<xref ref-type="bibr" rid="B35">Sivakkumar et&#x20;al., 2005</xref>). The &#x3d; CH-N stretching vibration of the monomer near 890&#xa0;cm<sup>&#x2212;1</sup> disappeared in the polymer spectrum. The peaks near 1,478&#x2013;1,838&#xa0;cm<sup>&#x2212;1</sup> showed the presence of carboxyl groups in the monomer I-5-CA and the polymer PI-5-CA (<xref ref-type="bibr" rid="B25">Narang et&#x20;al., 2013</xref>). Compared with the FT-IR spectra of PI-5-CA, the FT-IR spectra of PI-5-CA/C-SWCNT nanocomposites showed a one-point positive shift in the C&#x3d;C bond, which should be attributed to the &#x3c0;&#x2013;&#x3c0; interaction between PI-5-CA and C-SWCNTs (<xref ref-type="bibr" rid="B39">Yang et&#x20;al., 2019</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> FT-IR characterization results of I-5-CA, PI-5-CA, and PI-5-CA/C-SWCNTs. <bold>(B)</bold> CV of electrodes modified with PI-5-CA/C-SWCNTs, bare GC, and PI-5-CA in 0.1&#xa0;M PBS (pH &#x3d; 6). <bold>(C)</bold> CV representation of the electrode in 0.1&#xa0;M PBS (pH &#x3d; 6) after each step of modification, and <bold>(D)</bold> the current changes of the immunosensor under different antibody incubation times in 0.1&#xa0;M PBS (pH &#x3d; 6).</p>
</caption>
<graphic xlink:href="fchem-10-843859-g003.tif"/>
</fig>
</sec>
<sec sec-type="results|discussion" id="s5">
<title>4 Results and Discussion</title>
<sec id="s5-1">
<title>4.1 Electrochemical Performance of PI-5-CA/C-SWCNTs/GCE</title>
<p>Compared with the bare GCE, both PI-5-CA/C-SWCNTs and PI-5-CA-modified electrodes can promote electron transfer and generate redox current. It can be seen from <xref ref-type="fig" rid="F3">Figure&#x20;3B</xref> that the redox current peak value of PI-5-CA/C-SWCNTs/GCE is significantly higher than that of PI-5-CA/GCE, which may be attributed to the tubular structure of C-SWCNTs promoting the electron transfer of PI-5-CA. <xref ref-type="fig" rid="F3">Figure&#x20;3C</xref> shows the electron transfer behavior of the electrode surface after each modification. Because PI-5-CA/C-SWCNTs have higher redox activity and conductivity, a higher redox current peak can be clearly seen. In that case, when antibodies bound to the carboxyl groups present on the surface of PI-5-CA/C-SWCNTs, a reduction in the peak redox current can be clearly observed. This is due to the fact that the antibody protein is a non-conductive substance, which causes hindrance during the electron transfer on the electrode surface that resultantly causes a decrease in redox current. After incubating with <italic>E.&#x20;coli</italic> O157:H7 bacterial solution, the peak redox current further decreased, which just proved that the bacterial solution successfully combined with the antibody on the electrode surface. This reduction was due to the increased steric effect of antigen&#x2013;antibody immune complexes during electron transfer. The current change on the surface of the glassy carbon electrode indicates the successful preparation of the immunosensor, which can be further used as a potential platform for detecting bacteria.</p>
</sec>
<sec id="s5-2">
<title>4.2 Optimization of Experimental Parameters</title>
<sec id="s5-2-1">
<title>4.2.1 Optimization of Antibody Incubation Time</title>
<p>When the PI-5-CA/C-SWCNT composite material was deposited on the surface of the electrode, the carboxyl group can be activated with a mixed solution containing EDC, NHS, and MES. Then, 10&#xa0;&#xb5;L of antibody solution was dropped onto the surface of the electrode, which helps antibodies to get attached to the surface of the GCE through the amino-carboxyl reaction in a 37&#xb0;C water bath. In order to make sure the -COOH group of the PI-5-CA/C-SWCNT composite material can bind to more and more antibodies, the incubation time was optimized within 100&#xa0;min.</p>
<p>It can be seen from <xref ref-type="fig" rid="F3">Figure&#x20;3D</xref> that as the incubation time increases, the peak value of the redox current on the electrode surface gradually decreases. This is due to the gradual increase in the amount of antibodies bound to the electrode surface, which increases the impedance of electron transfer. As shown in <xref ref-type="fig" rid="F3">Figure&#x20;3D</xref>, after about 60&#xa0;min of reaction, the current peak gradually stabilized. It can be concluded that the antibodies bound to the electrode surface reach a relatively saturated state after 60&#xa0;min of incubation. Later studies also chose 60&#xa0;min as the antibody incubation&#x20;time.</p>
</sec>
<sec id="s5-2-2">
<title>4.2.2 Optimization of Incubation Time for <italic>E.&#x20;coli</italic> O157:H7</title>
<p>In order to ensure the binding of sufficient amount of bacteria on the electrode to achieve a sensitive detection effect, the incubation time of the bacteria solution was further optimized. The freshly cultured <italic>E.&#x20;coli</italic> O157:H7 bacterial solution was immersed in PBS after centrifugation, and then was diluted to different concentrations. In total, 10&#xa0;&#xb5;L of 4&#x20;&#xd7; 10<sup>6</sup>&#xa0;CFU/mL <italic>E.&#x20;coli</italic> O157:H7 bacterial liquid was added dropwise to the prepared immunosensing electrode and incubated at 37&#xb0;C for different&#x20;times.</p>
<p>As the incubation time increases, the oxidation peak current gradually decreases and the current value tends to stabilize at about 30&#xa0;min as depicted by <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>. In the subsequent incubation time, the fluctuation of the current value may be attributed to the reversibility of the antigen&#x2013;antibody immune binding reaction (<xref ref-type="bibr" rid="B14">Ghosh, 2006</xref>). In summary, 30&#xa0;min was selected as the reaction time for the combination of bacteria and immunosensor.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> Current changes of the immunosensor under different bacterial incubation times, <bold>(B)</bold> linear relationship between the current change value and the logarithm of the bacterial concentration, <bold>(C)</bold> detection specificity of the immunosensor, and <bold>(D)</bold> performance of the electrochemical immunosensors at various storage periods.</p>
</caption>
<graphic xlink:href="fchem-10-843859-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s5-3">
<title>4.3 Analytical Performance of the Immunosensor</title>
<p>Under the optimal experimental conditions, the analytical performance of the prepared immunosensor was studied. The <italic>E.&#x20;coli</italic> O157:H7 monoclonal colony was picked into the LB liquid medium and cultivated to a logarithmic phase at 37&#xb0;C with 200&#xa0;rpm shaking. Later, the freshly cultured bacterial solution was centrifuged and immersed in PBS. Finally, the bacterial liquid was diluted to a series of concentration gradient from 2.98&#xd7;10<sup>1</sup> to 2.98 &#xd7; 10<sup>7</sup>&#xa0;CFU/ml, and 10&#xa0;&#xb5;L of the abovementioned diluted bacterial solution was dropped onto the electrode surface and incubated for 30&#xa0;min in a 37&#xb0;C water bath. After that, the current changes on the electrode surface were recorded.</p>
<p>It can be seen from <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref> that there is a good linear relationship between the current change value (&#x394;I) (before and after the immunosensor is combined with the bacterial solution) and the logarithmic value of the bacterial solution concentration [Log(CFU/ml)]. After fitting, within the linear range, the linear relationship between &#x394;I and the concentration of <italic>E.&#x20;coli</italic> O157:H7 is &#x394;I &#x3d; 4.0684 Log(CFU/mL)-1.4083 (<italic>R</italic>
<sup>2</sup> &#x3d; 0.9976) with a low limit of detection of 2.5&#xa0;CFU/ml (<italic>LOD</italic> &#x3d; 3&#x20;<italic>SD</italic>/k, <italic>n</italic>&#x20;&#x3d; 3). It can be concluded that the prepared immunosensor platform has great potential for the rapid detection of <italic>E.&#x20;coli</italic> O157:H7, which can provide a basis for the next step of detection in natural samples.</p>
</sec>
<sec id="s5-4">
<title>4.4 Analytical Specificity of the Immunosensor</title>
<p>In order to explore specificity of the biosensing system for <italic>E.&#x20;coli</italic> O157:H7 detection, different types of strains such as <italic>Salmonella</italic>, <italic>Pseudomonas aeruginosa</italic>, <italic>Staphylococcus aureus</italic>, and <italic>E.&#x20;coli</italic> O157:H7 have been detected by repeating the same detection procedure. In total, 10&#xa0;&#xb5;L of 10<sup>6</sup>&#xa0;CFU/ml of the aforementioned various fresh bacterial liquids were injected onto the prepared immune-electrode surface, respectively, for the sensitive strain detection.</p>
<p>In comparison to the <italic>E.&#x20;coli</italic> O157:H7 modified immunosensor, the other immunosensors modified with <italic>Salmonella</italic>, <italic>Pseudomonas aeruginosa</italic>, and <italic>Staphylococcus aureus</italic> exhibited up to 20% less response toward the target strain as shown in <xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>. It can be seen that the specificity of the developed electrochemical immunosensor is acceptable.</p>
</sec>
<sec id="s5-5">
<title>4.5 Stability of the Immunosensor</title>
<p>The storage performance of this sensor also was studied. The prepared antibody sensor was stored at 4&#xb0;C and the peak value of the redox current on the electrodes was detected every other day. It can be seen from <xref ref-type="fig" rid="F4">Figure&#x20;4D</xref> that the prepared immunosensor has good storage stability. After 1&#xa0;week, it can still maintain 96.78% of the original current value. After 2&#xa0;weeks of storage, the current value was about 93.30% of the original value, which further shows that the sensor has good stability and practical applications potential.</p>
</sec>
<sec id="s5-6">
<title>4.6 Detection and Analysis of Real Samples</title>
<p>Benefitted from the excellent electrochemical performance, we applied our modified electrode for the detection of <italic>E.&#x20;coli</italic> O157:H7 from the real samples and compared the results obtained from the actual samples with the plate counting method in <xref ref-type="table" rid="T2">Table&#x20;2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Assay results of the actual sample using the proposed and plate counting method.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Added (CFU/mL)</th>
<th colspan="2" align="center">Detected (CFU/mL)</th>
<th colspan="2" align="center">Recovery (%)</th>
</tr>
<tr>
<th align="center">Biosensor</th>
<th align="center">Plate count</th>
<th align="center">Biosensor</th>
<th align="center">Plate count</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1.04&#xd7;10<sup>2</sup>
</td>
<td align="char" char="&#xd7;">1.12&#xd7;10<sup>2</sup>
</td>
<td align="char" char="&#xd7;">1.08&#xd7;10<sup>2</sup>
</td>
<td align="char" char=".">107.69</td>
<td align="char" char=".">103.85</td>
</tr>
<tr>
<td align="left">3.2 &#xd7; 102</td>
<td align="char" char="&#xd7;">3.21 &#xd7; 102</td>
<td align="char" char="&#xd7;">3.43 &#xd7; 102</td>
<td align="char" char=".">100.31</td>
<td align="char" char=".">107.19</td>
</tr>
<tr>
<td align="left">3.2&#xd7;10<sup>4</sup>
</td>
<td align="char" char="&#xd7;">3.14&#xd7;10<sup>4</sup>
</td>
<td align="char" char="&#xd7;">3.16&#xd7;10<sup>4</sup>
</td>
<td align="char" char=".">98.13</td>
<td align="char" char=".">98.75</td>
</tr>
<tr>
<td align="left">3.2&#xd7;10<sup>6</sup>
</td>
<td align="char" char="&#xd7;">3.32&#xd7;10<sup>6</sup>
</td>
<td align="char" char="&#xd7;">3.19&#xd7;10<sup>6</sup>
</td>
<td align="char" char=".">103.75</td>
<td align="char" char=".">99.69</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Recovery (%) is expressed as the ratio of the number of detected/number of spiked. As shown in <xref ref-type="table" rid="T2">Table&#x20;2</xref>, the recovery rate of the prepared biosensor is 98.13&#x2013;107.69%, indicating that the proposed immunosensor for <italic>E.&#x20;coli</italic> O157:H7 detection has good accuracy. In other words, this electrochemical immunosensor provides a potential application prospect for the analysis of <italic>E.&#x20;coli</italic> O157:H7 in natural samples.</p>
</sec>
</sec>
<sec id="s6">
<title>5 Conclusion</title>
<p>In summary, we have successfully proposed a PI-5-CA/C-SWCNT-based electrochemical immunosensor for the rapid detection of <italic>E.&#x20;coli</italic> O157:H7. First, we prepared PI-5-CA/C-SWCNT composites with a three-dimensional porous structure through a simple chemical oxidation polymerization method. The PI-5-CA/C-SWCNT material has a stable redox activity, good conductivity, large specific surface area, and abundant functional groups. By taking the advantage of these superb characteristics, we used antibodies as biorecognition molecules to construct Ab/PI-5-CA/C-SWCNTs/GCE immunosensing electrodes for the sensitive detection of <italic>E.&#x20;coli</italic> O157:H7. Compared with previous reported works (<xref ref-type="bibr" rid="B38">Xue et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B40">Yang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Qaanei et&#x20;al., 2021</xref>), our fabricated biosensor can detect bacteria as low as 29.8&#xa0;CFU/ml within 30&#xa0;min, which greatly shorten the detection time. At the same time, the immunosensor shows good sensitivity, specificity, reproducibility, and stability toward the detection of <italic>E.&#x20;coli</italic> O157:H7. We believe that the bacteria detection method proposed in this article has good application prospects, which can not only be used for the sensitive and selective detection of <italic>E.&#x20;coli</italic> O157:H7 but also pave a way for the simple and fast detection of different bacterial strains as well as other substances.</p>
</sec>
</body>
<back>
<sec id="s7">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s8">
<title>Author Contributions</title>
<p>HW conceived the idea, carried out the whole experimental work, and wrote the manuscript. YF contributed in conceiving the idea and helped in revising the manuscript. QY helped in revision. XS helped in experiments. HL contributed in arranging bacteria. WC helped in experiments and removed typo mistakes. AA helped in visualization, writing&#x2014;original draft, and revision. SW helped in different aspects, funding acquisition, conceptualization, visualization, writing&#x2014;original draft, and revision.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>This research work was funded by the National Key Research and Development Program of China under Grant 2017YFC1104402, the China Postdoctoral Science Foundation (2016M602291), the initial research fund from Chinese Scholarship Council (CSC), and 3551 Project, Optics Valley of China.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<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>
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