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<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Bioeng. Biotechnol.</journal-id>
<journal-title>Frontiers in Bioengineering and Biotechnology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Bioeng. Biotechnol.</abbrev-journal-title>
<issn pub-type="epub">2296-4185</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">767717</article-id>
<article-id pub-id-type="doi">10.3389/fbioe.2021.767717</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Bioengineering and Biotechnology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A Label-Free Electrochemical Immunosensor for CEA Detection on a Novel Signal Amplification Platform of Cu<sub>2</sub>S/Pd/CuO Nanocomposites</article-title>
<alt-title alt-title-type="left-running-head">Cao et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">An Electrochemical Immunosensor for CEA</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Linlin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1164442/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Wen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Sumei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Chengjie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Peijun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Dantong</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ma</surname>
<given-names>Wanshan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1282320/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Department of Laboratory Medicine, Shandong Provincial Qianfoshan Hospital, Shandong University, <addr-line>Jinan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Department of Clinical Laboratory, Zibo Central Hospital, Shandong University, <addr-line>Zibo</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Department of Laboratory Medicine, The First Affiliated Hospital of Shandong First Medical University, <addr-line>Jinan</addr-line>, <country>China</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/1349775/overview">Chaker Tlili</ext-link>, Chongqing Institute of Green and Intelligent Technology (CAS), 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/827734/overview">Nan-Fu Chiu</ext-link>, National Taiwan Normal University, Taiwan</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/317890/overview">Niroj Kumar Sethy</ext-link>, Defence Institute of Physiology and Allied Sciences (DRDO), India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Wanshan Ma, <email>mwsqianyi@163.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Biosensors and Biomolecular Electronics, a section of the journal Frontiers in Bioengineering and Biotechnology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>767717</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Cao, Zhang, Lu, Guo, Wang, Zhang and Ma.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Cao, Zhang, Lu, Guo, Wang, Zhang and Ma</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>Carcinoembryonic antigen (CEA) is regarded as one of the crucial tumor markers for colorectal cancer. In this study, we developed the snowflake Cu<sub>2</sub>S/Pd/CuO nanocomposite to construct an original label-free electrochemical immunosensor for the ultrasensitive detection of CEA levels. The nanocomposite of cuprous sulfide (Cu<sub>2</sub>S) with Pd nanoparticles (Pd NPs) was synthesized through an <italic>in situ</italic> formation of Pd NPs on the Cu<sub>2</sub>S. Cuprous sulfide (Cu<sub>2</sub>S) and CuO can not only be used as a carrier to increase the reaction area but also catalyze the substrate to generate current signal. Palladium nanoparticles (Pd NPs) have excellent catalytic properties and good biocompatibility, as well as the ability of excellent electron transfer. The immunosensor was designed using 5&#xa0;mmol/L H<sub>2</sub>O<sub>2</sub> as the active substrate by optimizing the conditions with a detection range from 100&#xa0;fg/ml to 100&#xa0;ng/ml and a minimum detection limit of 33.11&#xa0;fg/ml. The human serum was detected by electrochemical immunoassay, and the results were consistent with those of the commercial electrochemical immunosensor. Therefore, the electrochemical immunosensor can be used for the detection of human serum samples and have potential value for clinical application.</p>
</abstract>
<kwd-group>
<kwd>carcinoembryonic antigen</kwd>
<kwd>Cu<sub>2</sub>S/Pd/CuO</kwd>
<kwd>immunosensor</kwd>
<kwd>colorectal cancer</kwd>
<kwd>label-free</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Colorectal cancer (CRC) is one of the most frequent malignancies worldwide and is correlated with high mortality (<xref ref-type="bibr" rid="B4">Dekker et&#x20;al., 2019</xref>). According to the latest statistics of the 2020 Global Cancer Statistics Report, there were 1,880,725 new cases of CRC. Colorectal cancer morbidity ranks third among malignancies, but second in terms of mortality (<xref ref-type="bibr" rid="B27">Sung et&#x20;al., 2021</xref>). Carcinoembryonic antigen (CEA) is used as an important indicator for the diagnosis, treatment, recurrence, and metastasis of CRC (<xref ref-type="bibr" rid="B16">Konishi et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B20">Odeny et&#x20;al., 2020</xref>). Additionally, CEA was also associated with other tumors, such as lung cancer (<xref ref-type="bibr" rid="B12">Grunnet and Sorensen, 2012</xref>), breast cancer (<xref ref-type="bibr" rid="B29">Tang et&#x20;al., 2016</xref>), and pancreatic cancer (<xref ref-type="bibr" rid="B33">Xing et&#x20;al., 2018</xref>). Therefore, it is essential to establish a rapid, sensitive, and reliable method for detecting&#x20;CEA.</p>
<p>Currently, several assays have been applied to detect tumor markers in clinical practice, including enzyme-linked immunosorbent assay (ELISA) (<xref ref-type="bibr" rid="B21">Overholt et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B38">Zhang et&#x20;al., 2019</xref>), electrochemiluminescence immunoassay (ECLI) (<xref ref-type="bibr" rid="B31">Wei et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B19">Nie et&#x20;al., 2018</xref>), electrochemical immunosensor (<xref ref-type="bibr" rid="B34">Yan et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B32">Xiang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B1">Biswas et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B14">Jian et&#x20;al., 2021</xref>), and radioimmunoassay (<xref ref-type="bibr" rid="B22">Poncelet et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B15">Kawamoto et&#x20;al., 2019</xref>). Electrochemical immunosensors are biosensing devices that convert biochemical reactions into electrical signals based on the combination of highly sensitive sensing technology and specific immune reactions to study the reaction kinetics of antigens and corresponding antibodies. They have the advantages of high specificity and sensitivity, rapidity, low cost, and simple operation (<xref ref-type="bibr" rid="B3">Cho et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B7">Felix and Angnes, 2018</xref>). Particularly, label-free immunosensors directly detect the signal changes of the antigen&#x2013;antibody complex, which greatly simplifies the sensor preparation and operation and does not require secondary antibody markers (<xref ref-type="bibr" rid="B9">Filik and Avan, 2019</xref>; <xref ref-type="bibr" rid="B28">Tan et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Rahmati et&#x20;al., 2021</xref>).</p>
<p>Nanomaterials, such as graphene oxide, metal nanoparticles, and metal&#x2013;organic frameworks (MOFs), are often used as a means of signal amplification to heighten the sensitivity of sensors because of their high specific surface area, prominent electron transfer ability, and excellent biocompatibility (<xref ref-type="bibr" rid="B25">Song et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B6">Farka et&#x20;al., 2017</xref>). Among them, metal nanomaterials (<xref ref-type="bibr" rid="B2">Chen et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B24">Simsek and Wongkaew, 2021</xref>) have attracted strong attention because of their stronger electrical conductivity, excellent catalysis, larger specific surface area, and convenient control. Palladium nanoparticles (Pd NPs) have efficient catalytic activity toward hydrogen peroxide substrates (<xref ref-type="bibr" rid="B5">Edwards et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B30">Trujillo et&#x20;al., 2021</xref>) and are excellent materials for the construction of immunosensors (<xref ref-type="bibr" rid="B13">Han et&#x20;al., 2020</xref>). However, when Pd NPs are exposed to a relatively harsh electrochemical environment, their stability worsens, resulting in the dissolution and migration of surface Pd atoms, which leads to the agglomeration of nanoparticles and the reduction of the surface area (<xref ref-type="bibr" rid="B11">Gao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B18">Ma et&#x20;al., 2020</xref>). Therefore, the noble metal materials of Pd are usually dispersed on the carrier to obtain nanocomposites with better biocompatibility, higher electrical conductivity, and more excellent catalytic performance.</p>
<p>In recent years, many researchers have focused on using semiconductor materials as carriers of noble metals to improve their catalytic performance, including metal oxides, MoS<sub>2</sub>, and MOFs (<xref ref-type="bibr" rid="B36">Yang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Feng et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B37">Yusuf et&#x20;al., 2021</xref>). The snowflake cuprous sulfide (Cu<sub>2</sub>S), which has an exceptionally high surface area, is considered to be a potential support material to load Pd NPs. Herein, Cu<sub>2</sub>S/Pd synthesized by <italic>in situ</italic> growth exhibiting satisfactory stability showed good catalytic performance and catalysis for hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) reduction (<xref ref-type="bibr" rid="B39">Zhang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B10">Gao et&#x20;al., 2020</xref>). Interestingly, we found that when Cu<sub>2</sub>S was partly oxidized to CuO, the resulted Cu<sub>2</sub>S/Pd/CuO nanocomposite possessed a more excellent catalytic performance, which could be a preferred signal amplification platform for the fabrication of immunosensors.</p>
<p>In this study, a novel composite material of Cu<sub>2</sub>S/Pd/CuO was synthesized and used to construct a label-free electrochemical immunosensor for CEA sensing, achieving high sensitivity, a wide detection range, and a low detection limit, and was validated in the analysis of human serum samples. Therefore, the proposed immunosensor has great potential for clinical application.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<sec id="s2-1">
<title>Reagents and Equipments</title>
<p>Ethylenediamine (EDA, CAS no. 107-15-3), CuCl<sub>2</sub> 2H<sub>2</sub>O (CAS no. 10125-13-0), (NH<sub>2</sub>)<sub>2</sub>CS (CAS no. 62-56-6), and Na<sub>2</sub>PdCl<sub>4</sub> (CAS no. 13820-53-6) were purchased from Macklin Biochemical Co., Ltd. (Shanghai, China). Bovine serum albumin (BSA) (CAS no. 9048-46-8; storage, 2&#x2013;8C), CEA (L2C01001, 2023-12; 1&#xa0;mg/ml, &#x2212;20C), and CEA antibody (L1C00202, 2023-12; 1.9&#xa0;mg/ml, &#x2212;20C) were from Shanghai Lingchao Biological New Material Technology Co., Ltd. (Shanghai, China). Phosphate buffer solutions (PBS) were prepared with Na<sub>2</sub>HPO<sub>4</sub> (CAS no. 7558-79-4) and KH<sub>2</sub>PO<sub>4</sub> (CAS no. 7778-77-0). Human serum was obtained from Zibo Central Hospital. Ultrapure water (18.25&#xa0;&#x3a9;) was made in the laboratory throughout the experiments. Hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>, 30&#xa0;wt%) was purchased from Shuangshuang Chemical Co., Ltd. (Yantai, China).</p>
<p>The electrochemical measurements were performed on the electrochemical workstation (China). Conventional three-electrode systems used in electrochemical measurement include glass carbon electrode (GCE), saturated calomel electrode, and platinum wire electrode. The Tecnai G2 F20 transmission electron microscope (Hillsboro, OR, USA) was used for transmission electron microscopy (TEM) image acquisition. The JEOL JSM-6700F microscope (Tokyo, Japan) was used to record the X-ray energy (EDX) spectrum. SEM images were taken using the FEI Quanta FEG250 Field Emission Environmental Scanning Electron Microscope (Hillsboro, OR,&#x20;USA).</p>
</sec>
<sec id="s2-2">
<title>Preparation of Cu<sub>2</sub>S</title>
<p>The material preparation of Cu<sub>2</sub>S was consistent with that reported in the literature (<xref ref-type="bibr" rid="B39">Zhang et&#x20;al., 2018</xref>), and the method of hydrothermal synthesis was adopted. Firstly, 1&#xa0;mmol CuCl<sub>2</sub> 2H<sub>2</sub>O was dissolved in 30&#xa0;ml EDA and 3&#xa0;mmol thiourea was added. Then, the mixture was stirred with a magnetic mixer for 2&#xa0;h at room temperature. After stirring, the mixed solution was transferred into a 50-ml polytetrafluoroethylene (PTFE) lined autoclave and reacted at 80&#x00B0;C for 8&#xa0;h. Finally, the centrifugal Cu<sub>2</sub>S was washed with anhydrous ethanol and secondary deionized water and then dried in a freeze dryer for the next&#x20;step.</p>
</sec>
<sec id="s2-3">
<title>Preparation of Cu<sub>2</sub>S/Pd</title>
<p>Polyvinylpyrrolidone (PVP, 50&#xa0;mg) and synthesized Cu<sub>2</sub>S (7.2&#xa0;mg) were added into 8&#xa0;ml secondary deionized water. Then, 5&#xa0;ml of 10&#xa0;mmol/L Na<sub>2</sub>PdCl<sub>4</sub> solution was added to the above solution. Subsequently, the mixture was stirred with a magnetic mixer for 20&#xa0;min and washed with ethanol and secondary deionized water three times. Finally, the obtained black powdery Cu<sub>2</sub>S/Pd was dried in vacuum.</p>
</sec>
<sec id="s2-4">
<title>Preparation of Cu<sub>2</sub>S/Pd/CuO</title>
<p>The GCE (0.4&#xa0;&#xb5;m in diameter) was first polished with 0.05&#xa0;&#xb5;m aluminum oxide powder and then thoroughly rinsed with ultrapure deionized water to acquire a fresh and transparent surface. The oxidation peak of bare GCE is less than 100&#xa0;mV with the reduction peak. The polished GCE was covered with deionized water to prevent oxidation, and then the electrode was blown dry with ear washers. Afterwards, the GCE electrode was modified with Cu<sub>2</sub>S/Pd (6&#xa0;&#x3bc;l, 2&#xa0;mg/ml) and the three-electrode system was assembled. The electrode was placed into 10&#xa0;ml PBS, and 40&#xa0;&#x3bc;l H<sub>2</sub>O<sub>2</sub> (5&#xa0;M) was injected into PBS under the operation of chronoamperometry. Finally, the residual H<sub>2</sub>O<sub>2</sub> on the surface of the working electrode was washed off with PBS and the modified electrode&#x20;dried.</p>
</sec>
<sec id="s2-5">
<title>Preparation of Electrochemical Immunosensor</title>
<p>To illustrate the whole process of the experiment more clearly, <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> shows the layered self-assembly process of the immune sensor. The CEA antibody (anti-CEA, 6&#xa0;&#x3bc;l, 2&#xa0;mg/ml) was added to the surface of Cu<sub>2</sub>S/Pd/CuO/GCE and incubated at 4C. After washing with PBS (pH&#xa0;6.81), bovine serum albumin (BSA) solution (1&#xa0;wt%, 3&#xa0;&#x3bc;l) covered the anti-CEA/Cu<sub>2</sub>S/Pd/CuO/GCE to block nonspecific active sites between the substrate nanocomposites and CEA. After 60&#xa0;min of incubation, the BSA/anti-CEA/Cu<sub>2</sub>S/Pd/CuO/GCE was washed with PBS (pH&#xa0;6.81) and was added different concentration gradients of CEA (from 6&#xa0;&#x3bc;l, 100&#xa0;fg/ml to 100&#xa0;ng/ml) for 60&#xa0;min to optimize the reaction conditions between CEA and anti-CEA. Finally, the prepared working electrodes were washed with PBS (pH&#xa0;6.81) and stored at 4&#x00B0;C.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Construction process of the electrochemical immunosensor for carcinoembryonic antigen (CEA) detection.</p>
</caption>
<graphic xlink:href="fbioe-09-767717-g001.tif"/>
</fig>
</sec>
<sec id="s2-6">
<title>Electrochemical Measurements</title>
<p>The electrochemical measurement was carried out using electrochemical workstation CHI760E. The immunosensor uses &#x2212;0.4&#xa0;V as the scanning potential to measure the current curve of the ampere. After the background current remained stable, H<sub>2</sub>O<sub>2</sub> (5&#xa0;M, 10&#xa0;&#x3bc;l) was emptied into PBS (10&#xa0;ml, pH&#xa0;6.81), stirred with the magnetic stirrer, and the changes of the current response were recorded. The cyclic voltammetry (CV) test was carried out in K<sub>3</sub> [Fe(CN)<sub>6</sub>
<sup>3&#x2212;</sup>] solution (5&#xa0;mM). Under the open circuit voltage of 0.196&#xa0;V, electrochemical impedance spectroscopy (EIS) analysis was performed for the potassium ferricyanide solution, and a Nernst plot was drawn to record each fixed step. All the electrochemical measurement processes were conducted at room temperature.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Characterization of Cu<sub>2</sub>S, Cu<sub>2</sub>S/Pd, and Cu<sub>2</sub>S/Pd/CuO</title>
<p>
<xref ref-type="fig" rid="F2">Figure&#x20;2</xref> shows the morphology of the prepared material. It can be found that the obtained Cu<sub>2</sub>S is snowflake-shaped and has a flat symmetrical structure with six orientated petals radially extending from the central button; it has a diameter of 4&#x2013;6&#xa0;um based on the TEM image (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). When Pd NPs wrapped around Cu<sub>2</sub>S, they caused the Cu<sub>2</sub>S/Pd to have an unclear boundary line and increased the specific surface area, as shown in <xref ref-type="fig" rid="F2">Figures 2B&#x2013;D</xref>. In <xref ref-type="fig" rid="F2">Figures 2E, F</xref>, the successful preparation of Cu<sub>2</sub>S/Pd/CuO nanocomposites was confirmed by TEM. The mapping spectra of Cu, S, Pd, and O (<xref ref-type="fig" rid="F3">Figures 3B</xref>&#x2013;<xref ref-type="fig" rid="F3">E</xref>, respectively) clearly indicated that the distribution of the four elements was relatively uniform, specifying that the material is well constructed. At the same time, the EDX spectra (<xref ref-type="fig" rid="F3">Figure&#x20;3F</xref>) confirmed that the composite material contained the Cu, S, Pd, and O elements.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A&#x2013;D)</bold> TEM images of Cu<sub>2</sub>S <bold>(A)</bold> and Cu<sub>2</sub>S/Pd <bold>(B&#x2013;D)</bold>. <bold>(E&#x2013;F)</bold> SEM images of Cu<sub>2</sub>S/Pd/CuO.</p>
</caption>
<graphic xlink:href="fbioe-09-767717-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Characterization of Cu<sub>2</sub>S/Pd/CuO nanocomposites. <bold>(A)</bold> SEM image of Cu<sub>2</sub>S/Pd/CuO. <bold>(B&#x2013;F)</bold> Elemental mappings of Cu <bold>(B)</bold>, S <bold>(C)</bold>, Pd <bold>(D)</bold>, and O <bold>(E)</bold>. <bold>(F)</bold> X-ray energy (EDX) spectrum of Cu<sub>2</sub>S/Pd/CuO.</p>
</caption>
<graphic xlink:href="fbioe-09-767717-g003.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Electrochemical Characterization</title>
<p>EIS can be used to compare the electrical conductivity of different materials (<xref ref-type="bibr" rid="B26">Strong et&#x20;al., 2021</xref>). In this work, EIS was used to monitor the change of electron transfer resistance (<italic>R</italic>
<sub>et</sub>). The semicircle part represents the electron transfer limitation. The larger the semicircle diameter, the greater the <italic>R</italic>
<sub>et</sub>. Cu<sub>2</sub>S (curve a) has poor electrical conductivity, which was obviously enhanced after palladium atoms were loaded and can be used as a substrate material. The electrical conductivity of Cu<sub>2</sub>S/Pd/CuO (curve c) was basically the same as that of Cu<sub>2</sub>S/Pd (curve b), as shown in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref> and <xref ref-type="sec" rid="s11">Supplementary Table S1</xref>, indicating that Cu<sub>2</sub>S/Pd/CuO has good electrical conductivity.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Electrochemical characterization of Cu<sub>2</sub>S/Pd/CuO nanocomposites. <bold>(A)</bold> Electrochemical impedance spectroscopy (EIS) of Cu<sub>2</sub>S (<italic>a</italic>), Cu<sub>2</sub>S/Pd (<italic>b</italic>), and Cu<sub>2</sub>S/Pd/CuO (<italic>c</italic>). <bold>(B)</bold> Analysis of the <italic>i</italic>&#x2013;<italic>t</italic> (current&#x2013;time): glass carbon electrode (GCE) (<italic>a</italic>), Cu<sub>2</sub>S (<italic>b</italic>), Cu<sub>2</sub>S/CuO (<italic>c</italic>), Cu<sub>2</sub>S/Pd (<italic>d</italic>), and Cu<sub>2</sub>S/Pd/CuO (<italic>e</italic>). <bold>(C)</bold> Cyclic voltammetry (CV) diagram of Cu<sub>2</sub>S/Pd/CuO-modified GCE. <bold>(D)</bold> EIS of GCE (<italic>a</italic>), Cu<sub>2</sub>S/Pd/CuO/GCE (<italic>b</italic>), anti-CEA/Cu<sub>2</sub>S/Pd/CuO/GCE (<italic>c</italic>), BSA/anti-CEA/Cu<sub>2</sub>S/Pd/CuO/GCE (<italic>d</italic>), and CEA/BSA/anti-CEA/Cu<sub>2</sub>S/Pd/CuO/GCE (<italic>e</italic>). <italic>BSA</italic>, bovine serum albumin; <italic>CEA</italic>, carcinoembryonic antigen.</p>
</caption>
<graphic xlink:href="fbioe-09-767717-g004.tif"/>
</fig>
<p>Immunosensors need to have good conductivity and catalysis, which are important for the collective effect of the various materials (<xref ref-type="bibr" rid="B40">Zheng et&#x20;al., 2021</xref>). The sensitivity of the unlabeled immunosensor mainly depends on the reducibility of the constructed material to H<sub>2</sub>O<sub>2</sub> (<xref ref-type="bibr" rid="B35">Yan et&#x20;al., 2018</xref>). Chronoamperometry (<italic>i</italic>&#x2013;<italic>t</italic>) can be used to compare the catalytic activities of different modified materials (<xref ref-type="bibr" rid="B17">Lee et&#x20;al., 2018</xref>). As shown in <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>, naked GCE has no catalytic activity for H<sub>2</sub>O<sub>2</sub> (curve a). When Cu<sub>2</sub>S was loaded onto the electrode, the catalytic signal increased slightly (curve b); the signal of Cu<sub>2</sub>S/Pd (curve d) was greater than that of Cu<sub>2</sub>S (curve b). This is due to the better catalytic performance of Pd NPs and the large specific surface area of snowflake-like materials, which can support more Pd NPs. Cu<sub>2</sub>S generated Cu<sub>2</sub>S/CuO (curve c) in the presence of hydrogen peroxide, and its catalytic activity was enhanced. It was further found in this experiment that the catalytic activity of Cu<sub>2</sub>S/Pd/CuO (curve e) was higher than that of Cu<sub>2</sub>S/Pd (curve d), and the current response was more stable. Therefore, the Cu<sub>2</sub>S/Pd/CuO nanocomposite material was used as a signal-amplifying platform to construct a highly sensitive and unlabeled electrochemical immunosensor. After the modification of Cu<sub>2</sub>S/Pd/CuO on the GCE, the peak current after multiple scanning, calculated by measuring the CV response, was basically unchanged, indicating that the prepared nanocomposite has good stability (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). The successful construction of the sensor was verified by EIS detection of layers of modification (<xref ref-type="fig" rid="F4">Figure&#x20;4D</xref> and <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Compared with the bare GCE (curve a), the resistance of the Cu<sub>2</sub>S/Pd/CuO (curve b) electrode was higher. When anti-CEA (curve c), BSA (curve d), and CEA (curve e) were successively modified to the working electrode surface, the semicircle diameter of the electrical impedance spectra increased continuously, which was attributed to the partial inhibition of electron transfer by proteins (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>), indicating that the electrochemical immunosensor was successfully modified.</p>
</sec>
<sec id="s3-3">
<title>Optimization of the Experimental Conditions</title>
<p>In order to obtain the best measurement results for the tumor markers, experimental conditions such as the substrate concentration of Cu<sub>2</sub>S/Pd/CuO and the pH of PBS need to be optimized. The immunosensor was constructed based on a CEA concentration of 1&#xa0;ng/ml in this&#x20;study.</p>
<p>The pH value of PBS is important for the catalytic properties of the immunosensor because a strongly acidic or alkaline environment may inactivate antigens and antibodies, thus affecting the specificity of protein binding. When the pH of PBS changed from 5.91 to 6.81, the current signal began to increase to a peak. However, when the pH of PBS exceeded 6.81, the current response was reduced. Therefore, the maximum current signal was obtained at a pH of 6.81, which maintained good biological activity. Therefore, PBS with pH of 6.81 was selected as the best electrolyte for electrochemical measurements (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>). The concentration of Cu<sub>2</sub>S/Pd/CuO is one of the most important parameters affecting the performance of the electrochemical immunosensor. The concentration of Cu<sub>2</sub>S/Pd/CuO will have an impact on the electron transfer and the loading capacity of the anti-CEA. In order to obtain the best performance of the immunosensor, working electrodes with different concentrations of Cu<sub>2</sub>S/Pd/CuO were used, and 10&#xa0;&#x3bc;l (5.0&#xa0;mM) H<sub>2</sub>O<sub>2</sub> was injected into 10&#xa0;ml PBS at pH&#xa0;6.81. As shown in <xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>, the current response increased significantly with the increase of Cu<sub>2</sub>S/Pd/CuO concentration from 0.5 to 2.0&#xa0;mg/ml, and then decreased gradually with the increase of Cu<sub>2</sub>S/Pd/CuO concentration from 2.0 to 3.0&#xa0;mg/ml. Therefore, the optimal concentration for the immunosensor construction in this study was 2.0&#xa0;mg/ml.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Optimization of the experimental conditions of the pH value <bold>(A)</bold> and Cu<sub>2</sub>S/Pd/CuO concentration <bold>(B)</bold>. Error bar&#xa0;&#x3d;&#xa0;SD.</p>
</caption>
<graphic xlink:href="fbioe-09-767717-g005.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Performance Analysis of the Immunosensor</title>
<p>In this experiment, an electrochemical immunosensor with good conductivity and catalytic activity was prepared with the Cu<sub>2</sub>S/Pd/CuO composite material. A series of CEA concentrations were measured by chronoamperometry. With the increase of CEA concentration, the current signal of the immune sensor decreased, indicating that the antigen impeded the electron transport (<xref ref-type="fig" rid="F6">Figure&#x20;6A</xref>). In the range from 100&#xa0;fg/ml to 100&#xa0;ng/ml, the linear regression equation of the CEA concentration to the value and current response was <italic>Y</italic>&#xa0;&#x3d;&#xa0;&#x2212;14.34lg<italic>C</italic>&#xa0;&#x2b;&#xa0;105.24, and the correlation coefficient was 0.9997 (<xref ref-type="fig" rid="F6">Figure&#x20;6B</xref>). The limit of detection (LOD) was 33.11&#xa0;fg/ml (S/N&#xa0;&#x3d;&#xa0;3).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> Amperometric response of the electrochemical immunosensor to different concentrations of carcinoembryonic antigen (CEA), from <italic>a</italic> to <italic>g</italic>: 100&#xa0;fg/ml, 1&#xa0;pg/ml, 10&#xa0;pg/ml, 100&#xa0;pg/ml, 1&#xa0;ng/ml, 10&#xa0;ng/ml, 100&#xa0;ng/ml, respectively. <bold>(B)</bold> Calibration curves of the immunosensor to different concentrations of CEA. Error bar&#xa0;&#x3d;&#xa0;SD.</p>
</caption>
<graphic xlink:href="fbioe-09-767717-g006.tif"/>
</fig>
<p>Compared with other reported CEA results of the immunosensor (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>), the immunosensor in this study showed a comparable linear range (from 100&#xa0;fg/ml to 100&#xa0;ng/ml) and an improved LOD (33.11&#xa0;fg/ml). The reasons for the low detection limit of the prepared immunosensor were as follows: firstly, Cu<sub>2</sub>S/Pd/CuO has good biocompatibility, which ensures antigen activity and can effectively fix antibodies. Secondly, Cu<sub>2</sub>S/Pd/CuO can provide a wider detection range as a multi-signal amplification platform. Finally, Cu<sub>2</sub>S/Pd/CuO has good electron transfer performance, which benefits improving the sensitivity of the electrochemical immunosensor.</p>
<p>After the electrochemical immunosensor was prepared, its performance needs to be verified, such as its repeatability, selectivity, and stability. These are important parameters for the evaluation of clinical application methods. Firstly, five immunosensors were prepared with the same concentration of CEA by chronoamperometry to detect the current signal; the repeatability of the electrochemical immunosensor was then&#x20;studied. The relative standard deviation (RSD) of the electrode was calculated as 1.15%, indicating that the immune sensor has good repeatability (<xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>). Secondly, the selectivity of the immunosensor was studied using troponin I (CTnI), immunoglobulin G (IgG), and neuron-specific enolase (NSE) as the interfering substances. As shown in <xref ref-type="fig" rid="F7">Figure&#x20;7B</xref>, the RSD was less than 1.79%, indicating that the selectivity of the immunosensor is relatively reliable. Finally, the stability of the immunosensor was assessed by measuring the current response of the five working electrodes and storing them in a 4C refrigerator when not tested once a day for five consecutive days. After 15&#xa0;days, the current signal obtained decreased from 100% to 92.1% (<xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>), showing good stability. The experimental results showed that the immunosensor has good reproducibility, selectivity, and stability and can be used for highly sensitive and quantitative detection of&#x20;CEA.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> Current change response of the biosensor to five different electrodes treated in the same process (carcinoembryonic antigen, CEA&#xa0;&#x3d;&#xa0;1&#xa0;ng/ml). <bold>(B)</bold> Current signals of the compound of interfering substances (20&#xa0;ng/ml) and CEA (1&#xa0;ng/ml). <bold>(C)</bold> Stability study of the CEA immunosensor (CEA&#xa0;&#x3d;&#xa0;1&#xa0;ng/ml). Error bar&#xa0;&#x3d;&#xa0;SD.</p>
</caption>
<graphic xlink:href="fbioe-09-767717-g007.tif"/>
</fig>
</sec>
<sec id="s3-5">
<title>Detection of CEA in Human Serum Samples</title>
<p>In order to evaluate the application potential and reliability of the immunosensor designed in this study, a standard recovery experiment and human serum sample test were conducted. The&#x20;results showed that the recoveries were 95.5%&#x2013;108%, as shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. Compared with that of commercial electrochemiluminescence immunoassay (ECLIA), the relative error was 3.70%&#x2013;5.89% (<xref ref-type="sec" rid="s11">Supplementary Table S4</xref>), which proves the feasibility of the designed immunosensor. These results indicate that the constructed immunosensor has potential application value in clinical serum CEA detection.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Detection of carcinoembryonic antigen (CEA) in human serum samples</p>
</caption>
<table>
<thead>
<tr>
<td align="left">CEA content in serum (ng/ml)</td>
<td align="center">Addition content (ng/ml)</td>
<td align="center">Detection value (ng/ml)</td>
<td align="center">Recovery (%)</td>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left"/>
<td align="char" char=".">1.00</td>
<td align="char" char=".">3.86</td>
<td align="char" char=".">108</td>
</tr>
<tr>
<td align="left">2.58</td>
<td align="char" char=".">5.00</td>
<td align="char" char=".">7.33</td>
<td align="char" char=".">96.7</td>
</tr>
<tr>
<td align="left"/>
<td align="char" char=".">10.0</td>
<td align="char" char=".">12.0</td>
<td align="char" char=".">95.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>We used Cu<sub>2</sub>S/Pd/CuO as the signal amplification platform to successfully prepare an unlabeled immunosensor that can detect CEA quantitatively and sensitively. The Cu<sub>2</sub>S/Pd/CuO sensing platform can effectively capture the substance to be measured, amplify the current signal, and improve the catalytic performance. The unlabeled immunosensor has good specificity, repeatability, and stability. At the same time, the detection limit of the electrochemical method is low and the linear range is wide, which meet the requirements of human serum sample detection. This strategy has important application value in the clinical diagnosis related to other molecular markers.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the Medical Ethics Expert Committee of Zibo Central Hospital. The patients/participants provided written informed consent to participate in this study.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>LC collected the experimental data and wrote the manuscript. WZ, SL, and CG performed the device fabrication. PW and DZ performed data analysis. WM oversaw the project and reviewed the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This study was funded by Shandong Provincial Major Engineering and Major Program For Replacing Old Growth Drivers With New One Presided over by Wanshan Ma in 2021; the Cultivation Fund of National Natural Science Foundation of China in Shandong Provincial Qianfoshan Hospital (No. QYPY2020NSFC1004, No. QYPY2021NSFC0804), and the Key Technology Research and Development Program of Shandong (No. 2017G006024).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>This study was supported by the Department of Laboratory Medicine of Shandong Provincial Qianfoshan Hospital and the Department of Clinical Laboratory of Zibo Central Hospital. The authors acknowledge the organizations for their support and&#x20;help.</p>
</ack>
<sec id="s11">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbioe.2021.767717/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbioe.2021.767717/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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