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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2024.1464088</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>Novel anti-CEA affibody for rapid tumor-targeting and molecular imaging diagnosis in mice bearing gastrointestinal cancer cell lines</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Shao</surname>
<given-names>Huanyi</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Lv</surname>
<given-names>Kaiji</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Pengfei</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Jin</surname>
<given-names>Jinji</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Cai</surname>
<given-names>Yiqi</given-names>
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<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jun</given-names>
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<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Kamara</surname>
<given-names>Saidu</given-names>
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<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<surname>Zhu</surname>
<given-names>Shanli</given-names>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhu</surname>
<given-names>Guanbao</given-names>
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<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Lifang</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Pediatric Surgery, The First Affiliated Hospital of Wenzhou Medical University</institution>, <addr-line>Wenzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Microbiology and Immunology, School of Basic Medical Sciences, Institute of Molecular Virology and Immunology, Wenzhou Medical University</institution>, <addr-line>Wenzhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University</institution>, <addr-line>Wenzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Santi M. Mandal, Indian Institute of Technology Kharagpur, India</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Diana Spiegelberg, Uppsala University, Sweden</p>
<p>Chu Tang, Xidian University, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Guanbao Zhu, <email>zgbwmc@126.com</email>; Lifang Zhang, <email>wenzhouzlf@126.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>09</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="ecorrected">
<day>10</day>
<month>04</month>
<year>2026</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1464088</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Shao, Lv, Wang, Jin, Cai, Chen, Kamara, Zhu, Zhu and Zhang.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Shao, Lv, Wang, Jin, Cai, Chen, Kamara, Zhu, Zhu and Zhang</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>Gastrointestinal cancer is a common malignant tumor with a high incidence worldwide. Despite continuous improvements in diagnosis and treatment strategies, the overall prognosis of gastrointestinal tumors remains poor. Carcinoembryonic antigen (CEA) is highly expressed in various types of cancers, especially in gastrointestinal cancers, making it a potential target for therapeutic intervention. Therefore, the expression of CEA can be used as an indication of the existence of tumors, chosen as a target for molecular imaging diagnosis, and effectively utilized in the targeted therapy of gastrointestinal cancers. In this study, we report the selection and characterization of affibody molecules (Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919) specific to the CEA protein. Their ability to bind to recombinant and native CEA protein has been confirmed by surface plasmon resonance (SPR), immunofluorescence, and immunohistochemistry assays. Furthermore, Dylight755-labeled Z<sub>CEA</sub> affibody showed accumulation within the tumor site 1 h post injection and was continuously enhanced for 4&#x202F;h. The Dylight755-labeled Z<sub>CEA</sub> affibody exhibited high tumor-targeting specificity in CEA+ xenograft-bearing mice and possesses promising characteristics for tumor-targeting imaging. Overall, our results suggest the potential use of Z<sub>CEA</sub> affibodies as fluorescent molecular imaging probes for detecting CEA expression in gastrointestinal cancer.</p>
</abstract>
<kwd-group>
<kwd>affibody molecules</kwd>
<kwd>gastrointestinal cancer</kwd>
<kwd>CEA</kwd>
<kwd>molecular imaging</kwd>
<kwd>tumor diagnosis</kwd>
</kwd-group>
<contract-num rid="cn1">LGF19H160023</contract-num>
<contract-sponsor id="cn1">Public Welfare Foundation of Zhejiang Province</contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="53"/>
<page-count count="10"/>
<word-count count="6741"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Antimicrobials, Resistance and Chemotherapy</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Gastrointestinal cancers are one of the five most common cancers globally. Among them, stomach and colorectal cancers have a high rate of morbidity (25.9 per 100,000; 22.4 per 100,000) and mortality (11.8 per 100,000; 14.6 per 100,000) in eastern Asia, especially in China, Japan, and South Korea (<xref ref-type="bibr" rid="ref40">Sung et al., 2021</xref>). Although recent advancements and the widespread use of endoscopy have improved the early diagnosis of gastrointestinal tumors, it is still missed as it heavily depends on physicians&#x2019; clinical experience and skills (<xref ref-type="bibr" rid="ref3">Axon, 2008</xref>; <xref ref-type="bibr" rid="ref48">Zhang et al., 2016</xref>). Surgical resection is the main course of treatment for patients with gastrointestinal tumors. The identification and confirmation of tumor sites and lymph node metastases during surgery mainly depends on the subjective judgment of the doctor. An imprecise judgment has a great impact on the effect of surgical treatment, which may lead to recurrence and metastasis after surgery (<xref ref-type="bibr" rid="ref36">Shah and Weissleder, 2005</xref>). The current challenges in the diagnosis and surgical treatment may be associated with the poor prognosis of gastrointestinal tumors (<xref ref-type="bibr" rid="ref2">Allemani et al., 2018</xref>; <xref ref-type="bibr" rid="ref46">Wang et al., 2023</xref>; <xref ref-type="bibr" rid="ref34">Schlick et al., 2020</xref>). Therefore, the improvement of diagnostic and surgical accuracy is urgently needed to improve early diagnosis and clinical outcomes for patients. Imaging techniques such as fluorescent molecular imaging can help clinicians display tumor lesions in endoscopic operations and surgeries, enhancing surgical visibility.</p>
<p>Carcinoembryonic antigen (CEA) is a tumor-associated antigen that was initially discovered in 1965 from fetal colon tissue (<xref ref-type="bibr" rid="ref17">Gold and Freedman, 1965</xref>). CEA is a glycosylated cell surface protein that belongs to the immunoglobulin superfamily adhesion molecules, with a molecular weight of approximately 180&#x2013;200&#x202F;kDa, containing a N-terminal Ig V-like domain (N-domain), three Ig-like C2-domains, and a glycophosphatidylinositol (GPI)-membrane-anchored membrane protein (<xref ref-type="bibr" rid="ref53">Zimmermann et al., 1987</xref>; <xref ref-type="bibr" rid="ref43">Thompson et al., 1987</xref>; <xref ref-type="bibr" rid="ref6">Beauchemin et al., 1987</xref>; <xref ref-type="bibr" rid="ref18">Hefta et al., 1988</xref>). The non-regulated overexpression of CEA plays an important role in the development of many cancer cells, including inhibiting cell loss and apoptosis (<xref ref-type="bibr" rid="ref30">Ordo&#x00F1;ez et al., 2000</xref>), destroying cell polarization and tissue structure (<xref ref-type="bibr" rid="ref22">Ilantzis et al., 2002</xref>), and inhibiting differentiation procedures (<xref ref-type="bibr" rid="ref22">Ilantzis et al., 2002</xref>; <xref ref-type="bibr" rid="ref10">Eidelman et al., 1993</xref>). CEA can also be used as a homotypic or heterotypic adhesion molecule, or in combination with signaling receptors such as DR5 receptors and transforming growth factor-&#x03B2; receptors, which can affect tumor cells or the surrounding interstitial and immune compartments to change their signaling programs to support metastatic progress (<xref ref-type="bibr" rid="ref5">Beauchemin and Arabzadeh, 2013</xref>). The CEA, which is frequently overexpressed in various gastrointestinal cancers, has become a promising target for tumor diagnostics and targeted therapies (<xref ref-type="bibr" rid="ref5">Beauchemin and Arabzadeh, 2013</xref>; <xref ref-type="bibr" rid="ref28">Nolan et al., 1999</xref>).</p>
<p>Affibody molecules are a new class of small (~6.5 KDa) affinity proteins derived from the immunoglobulin G (IgG) binding region of <italic>Staphylococcus aureus</italic> protein A (SPA) (<xref ref-type="bibr" rid="ref44">Uhl&#x00E9;n et al., 1984</xref>). Based on randomized combination of 13 amino acid residues located within Z-domain scaffold of the IgG-binding region, large libraries can be constructed, from which potent binders can be screened to bind to any given target molecule with high affinity and specificity (<xref ref-type="bibr" rid="ref29">Nord et al., 1995</xref>; <xref ref-type="bibr" rid="ref38">St&#x00E5;hl et al., 2017</xref>). Affibodies have similar binding characteristics and capabilities to antibodies. They possess some unique advantages over antibodies, such as stable physical and chemical properties, fast tumor localization, rapid clearance from blood, and low immunogenicity, making the affibody molecules extremely attractive for many medical applications, including <italic>in vivo</italic> molecular imaging, receptor signal blocking, and biotechnology applications (<xref ref-type="bibr" rid="ref38">St&#x00E5;hl et al., 2017</xref>). To date, more than 500 published studies related to this topic have revealed that affibody molecules targeting approximately 50 different proteins have been selected and used as high-affinity moieties in various medical applications (<xref ref-type="bibr" rid="ref51">Zhu et al., 2021</xref>). These affibody molecules targeted proteins such as human epidermal growth factor receptor 2 (HER-2) (<xref ref-type="bibr" rid="ref4">Baum et al., 2010</xref>), vascular endothelial growth factor (VEGF) (<xref ref-type="bibr" rid="ref12">Fedorova et al., 2011</xref>), epidermal growth factor receptor (EGFR) (<xref ref-type="bibr" rid="ref14">Garousi et al., 2016</xref>), human epidermal growth factor receptor 3 (HER3) (<xref ref-type="bibr" rid="ref33">Schardt et al., 2017</xref>), and Epstein&#x2013;Barr virus latent membrane proteins (EBV LMP1 and LMP2) (<xref ref-type="bibr" rid="ref50">Zhu J. et al., 2020</xref>; <xref ref-type="bibr" rid="ref49">Zhu S. et al., 2020</xref>). Affibody molecules have become promising agents for molecular imaging detection and targeted tumor therapy.</p>
<p>In this study, we report the selection and characterization of affibody molecules specific to the CEA protein. By biopanning, enzyme-linked immunosorbent assay (ELISA)-based screening, and DNA sequencing, three potential affibody molecules were obtained (Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919) from a phage display library. Their ability to bind to recombinant and native CEA protein have been confirmed by surface plasmon resonance (SPR), immunofluorescence, and immunohistochemistry assays. Furthermore, Dylight755-labeled Z<sub>CEA</sub> affibody showed accumulation within the tumor site 1&#x202F;h post injection and was continuously enhanced for 24&#x202F;h. The Dylight755-labeled Z<sub>CEA</sub> affibody exhibited high tumor-targeting specificity in CEA+ xenograft-bearing mice and also possesses promising characteristics that make them suitable for tumor-targeting imaging. We hypothesized that the generation of CEA-binding affibody molecules could accelerate the diagnosis and treatment of gastrointestinal cancer.</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>Predicting immunodominant epitopes of CEA</title>
<p>The complete amino-acid sequence of CEA was acquired from the UniprotKB/Swiss-Prot database. The secondary structure of CEA amino acid sequence was analyzed by Garnier&#x2013;Osguthorpe&#x2013;Robson (GOR4) (<xref ref-type="bibr" rid="ref13">Garnier et al., 1996</xref>), Self-Optimized Prediction Method (SOPMA) (<xref ref-type="bibr" rid="ref15">Geourjon and Del&#x00E9;age, 1995</xref>), and Protein Secondary Structure (PSS) provided on the EXPASY server. Hydrophilicity, polarity, flexibility, accessibility, and antigenicity of CEA protein were analyzed by the methods of <xref ref-type="bibr" rid="ref21">Hopp and Woods (1981)</xref>, <xref ref-type="bibr" rid="ref52">Zimmerman et al. (1968)</xref>, <xref ref-type="bibr" rid="ref11">Emini et al. (1985)</xref>, and <xref ref-type="bibr" rid="ref23">Jameson and Wolf (1988)</xref>, respectively. Transmembrane domains were analyzed by TransMembrane prediction using Hidden Markov Models (TMHMM). Combined with the prediction results, the antigenicity index established by <xref ref-type="bibr" rid="ref23">Jameson and Wolf (1988)</xref> was used to comprehensively evaluate the immunodominant B-cell epitopes of CEA and preliminarily select the target peptide for screening. Subsequently, the target peptide was analyzed with the NetCTL 1.2 webserver to find the dominant cytotoxic T-lymphocyte (CTL) epitope.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Construction of phage display library of the Z domain from staphylococcal protein A</title>
<p>A phage display library was constructed as described previously (<xref ref-type="bibr" rid="ref47">Xue et al., 2016</xref>). Affibody proteins were selected from a phage display combinatorial library containing 13 randomized amino acid residues in helices 1 and 2 of the Z domain. A wild SPA-Z scaffold was used as a template for polymerase chain reaction (PCR) with the random primers designed based on the corresponding sequences to the helical regions. Then, the gene fragments were digested by restriction endonucleases <italic>Sfi I</italic> and <italic>Not I</italic> (Thermo Fisher Scientific, Boston, MA) and cloned to the phagemid vector (pCANTAB5E) to construct the recombinant phagemid vector (pCANTAB5E/SPA-N). The recombinant phagemids were transformed into competent <italic>Escherichia coli</italic> TG1 cells, with a library complexity of 1&#x202F;&#x00D7;&#x202F;10<sup>9</sup> and 100% diversity in SPA-Z scaffold. Then, for an assessment of the affibody library capacity, phage stocks were resuspended and stored in sterile phosphate-buffered saline (PBS)/glycerol (20% v/v) at &#x2212;80&#x00B0;C.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Phage display selection of potential affibody molecules targeting CEA</title>
<p>A synthetic peptide (Shanghai Bootech BioScience &#x0026; Technology Co., Ltd., Shanghai, China) with the dominant immune epitope of CEA 148&#x2013;175 amino acids was used as a target for three rounds of biopanning and enzyme-linked immunosorbent assay (ELISA). In brief, phage selection of the binders to the CEA (148&#x2013;175 amino acids) peptide was performed in an immunotube as previously described (<xref ref-type="bibr" rid="ref1">Aavula et al., 2011</xref>). ELISA was used to further measure their binding affinities to the target peptide as described by <xref ref-type="bibr" rid="ref47">Xue et al. (2016)</xref>. After DNA sequencing, the sequences of the inserted fragments in the selected phages were designated as potential affibodies with high binding affinity and selectivity to CEA recombinant protein.</p>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Expression and purification of CEA-binding affibody molecules</title>
<p>The DNA sequences encoding the selected CEA-binding affibody molecules (Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919) and wild SPA-Z scaffold (Z<sub>WT</sub>) were subcloned into <italic>E. coli</italic> expression vector <italic>pET21a</italic> (+) with the addition of His6 tag. The recombinant plasmids were transformed into <italic>E. coli</italic> BL21(DE3) and induced by 1&#x202F;mM isopropyl <italic>&#x03B2;</italic>-D1- thiogalactopyranoside (IPTG, Sigma-Aldrich, St. Louis, MO) for protein expression. Recombinant proteins were purified by affinity chromatography using Ni-NTA Sepharose column (Qiagen, Hilden, Germany) and were dialyzed for 2&#x202F;h in PBS using Slide-A-Lyzer (Pierce, Rockford, IL). The molecular weight and purity of the fusion proteins were confirmed by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and Western blotting using an anti-His-tag monoclonal antibody (MultiSciences Biotech Co., Ltd., Hangzhou, China). The concentrations of the proteins were determined by the bicinchoninic acid (BCA) kit (Beyotime, Beijing, China) and protein quantitation method. The purified proteins were aliquoted and stored at &#x2212;20&#x00B0;C.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Surface plasmon resonance</title>
<p>To analyze the biospecific interaction between the selected affibody molecules and CEA protein, surface plasma resonance (SPR) was performed on a Biacore T200 (GE Healthcare, Uppsala, Sweden). The full-length CEA protein serving as a ligand was successfully immobilized onto a sensor chip CM5 (GE Healthcare) according to the manufacturer&#x2019;s instructions. Then, four different concentrations were prepared (5, 2.5, 1.25, and 0.625&#x202F;&#x03BC;M) and injected over the immobilized sensor chip (GE Healthcare) surface to monitor the protein&#x2013;ligand interaction. SPR data were determined using the 1:1 binding model in Biacore T200 evaluation software.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Cell culture</title>
<p>The CEA+ cell lines HT-29, MKN-45, and CEA-HeLa229 were bought from American Type Culture Collection (ATCC). These cell lines (HT-29 and MKN-45) express high levels of CEA and were used to study Z<sub>CEA</sub> binding selectivity toward the target protein. All cell lines were cultured in either RPMI-1640 medium or Dulbecco&#x2019;s modified eagle medium (DMEM), supplemented with 10% fetal bovine serum and antibiotics (penicillin-streptomycin100 units/mL and 0.1&#x202F;mg/mL) that were bought from Gibco. According to the supplier&#x2019;s recommendation, the number of passages for cell lines were limited to five to eight passages after purchase.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Immunofluorescence assay</title>
<p>To assess the targeting specificity of Z<sub>CEA</sub> affibodies <italic>in vitro</italic>, an indirect immunofluorescence analysis was performed. In brief, HT-29, MKN-45, and HeLa229 cells were seeded in a 24-well plate at a density of 2&#x202F;&#x00D7;&#x202F;10<sup>3</sup> cells/well, stored in 5% CO<sub>2</sub>, and incubated at 37&#x00B0;C. Then, the cells were incubated with 100&#x202F;&#x03BC;g/mL of Z<sub>CEA</sub> affibodies or Z<sub>WT</sub> for 3&#x202F;h. The cells were washed with PBS, fixed with 4% paraformaldehyde, permeabilized in PBS containing 0.3% Triton X-100 (Sigma-Aldrich, St. Louis, MO) for 10&#x202F;min at 37&#x00B0;C, blocked with blocking buffer for 2&#x202F;h, and then incubated with mouse anti-His monoclonal antibody at 4&#x00B0;C overnight. Subsequently, the cells were stained for 1&#x202F;h at 37&#x00B0;C with FITC-conjugated goat anti-mouse IgG (H&#x202F;+&#x202F;L). Cell nuclei were counterstained with Hoechst 33342 (blue) (Beyotime Biotech Co. Ltd., China), and the images were visualized using a confocal fluorescence microscope (Nikon C1-i, Japan).</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Immunohistochemical staining</title>
<p>A variety of human gastric tissues (three to five cases) were obtained from surgically removed specimens, fixed with 4% formalin for 24&#x202F;h, embedded in paraffin, and stored at 4&#x00B0;C. All experimental protocols were reviewed and approved by the Ethical Committee of the First Affiliated Hospital of Wenzhou Medical University. After routine deparaffinization and rehydration, slides were immersed in 3% H<sub>2</sub>O<sub>2</sub> for 10&#x202F;min, and the antigen was retrieved by heating the slides in 0.01&#x202F;M sodium citrate buffer (pH 6.0) at 96&#x00B0;C for 15&#x202F;min. The slides were blocked with 5% normal goat serum (Cell Signalling Technology) for 1.5&#x202F;h at 37&#x00B0;C. Then, the slides were probed with affibodies at 4&#x00B0;C overnight and were incubated with the anti-His monoclonal antibody for 0.5&#x202F;h at 37&#x00B0;C, followed by horse radish peroxidase (HRP)-conjugated goat-anti mouse antibody for 0.5&#x202F;h at 37&#x00B0;C. Polyclonal rabbit anti-CEA serum (prepared in-house) was used as a positive control. Finally, the slides were stained with DAB and counterstained with hematoxylin.</p>
</sec>
<sec id="sec11">
<label>2.9</label>
<title>Biodistribution of CEA-binding affibody molecules in tumor xenograft mice</title>
<p>The <italic>in vivo</italic> biodistribution and targeting ability of Z<sub>CEA</sub> affibody was detected by near-infrared fluorescence imaging. Female Balb/c nude mice aged 4- to 6-weeks and purchased from the Nanjing Biomedical Research Institute in China were used to establish the HT-29, MKN-45, and HeLa229 mouse xenograft models. Then, we subcutaneously injected the nude mice in the right forearm region with 1&#x202F;&#x00D7;&#x202F;10<sup>7</sup> cells/100&#x202F;&#x03BC;L PBS (<italic>n</italic>&#x202F;=&#x202F;5 per group). When the tumor volume reached approximately 200&#x2013;500&#x202F;mm<sup>3</sup>, mice were taken for imaging. DyLight755 (Thermo Fisher Scientific) has an excitation peak of 754&#x202F;nm and an emission peak of 776&#x202F;nm, which was used to label Z<sub>CEA</sub>546 and Z<sub>WT</sub> affibody according to the manufacturer&#x2019;s instructions. Then, 100&#x202F;&#x03BC;mol of Dylight-755-labeled Z<sub>CEA</sub>546 or Z<sub>WT</sub> dissolved in 150&#x202F;&#x03BC;L PBS were injected intravenously through the tail vein under brief anesthesia (1.4% isoflurane for 5&#x202F;min) and imaged using NIR imaging system (CRi Maestro 2.10, Perkin Elmer, Waltham, MA) at different time points (5&#x202F;min, 30&#x202F;min, 1&#x202F;h, 1.5&#x202F;h, 2&#x202F;h, 4&#x202F;h, 6&#x202F;h, 8&#x202F;h, and 24&#x202F;h). After injection, tumor/skin tissue signal intensity was analyzed at different time points using GraphPad Prism software. Then, the tumor-bearing mice were sacrificed to collect the main organs such as the heart, liver, spleen, lung, and kidney, and their fluorescence intensity were measured as describe above.</p>
</sec>
<sec id="sec12">
<label>2.10</label>
<title>Statistical analysis</title>
<p>Two-tailed, single Student&#x2019;s t-tests were performed to determine statistical significance between groups, with <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 denoting statistical significance. All graphs were acquired using GraphPad Prism.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<label>3</label>
<title>Results</title>
<sec id="sec14">
<label>3.1</label>
<title>Expression and purification of Z<sub>CEA</sub> affibodies</title>
<p>Three cycles of panning were performed to select the positive clones from the phage display library. Then the phage clones were screened using ELISA to identify high-affinity Z<sub>CEA</sub> binding clones and were analyzed through DNA sequencing. Through sequencing, we were able to identify a total of 31 clones (31/120 or 25.8%). Three potential Z<sub>CEA</sub> affibodies (Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919) were highly expressed and purified. This affibody framework region is highly homologous but diverse in the helical regions (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). The affibody DNA sequences were successfully inserted into the expression vector pET21a (+) with His6 tag fusion protein (<xref ref-type="fig" rid="fig1">Figure 1B</xref>). Then, the recombinant plasmids were transformed into <italic>E. coli</italic> BL21(DE3) and were induced by IPTG for protein expression (<xref ref-type="fig" rid="fig1">Figure 1C</xref>). The expressed proteins were detected by SDS-PAGE analysis (<xref ref-type="fig" rid="fig1">Figure 1D</xref>). Western blotting further confirmed that the fusion proteins could react with the monoclonal antibody specific to six histidine tags (<xref ref-type="fig" rid="fig1">Figure 1E</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Expression, purification, and detection of Z<sub>CEA</sub> affibodies. <bold>(A)</bold> Amino acid sequence alignment of Z<sub>CEA</sub> affibodies and Z<sub>WT.</sub> The three blue boxes are the &#x03B1;-helices subdomain and the randomized amino acid is indicated in red. <bold>(B)</bold> Schematic structure of the pET21a (+)/Z<sub>CEA</sub> recombinant plasmid. <bold>(C)</bold> Protein analysis by SDS-PAGE stained with Coomassie brilliant blue. Lane M, protein marker; lane 1, empty <italic>E. coli</italic> BL21; lane 2, empty vector of <italic>E. coli</italic> BL21; (3, 5, 7), total protein before IPTG induction, and lane (4, 6, 8, 9), after IPTG induction. <bold>(D)</bold> Lane M, protein marker, lane 1, Z<sub>CEA</sub>539; lane 2, Z<sub>CEA</sub>546; lane 3, Z<sub>CEA</sub>919, and lane 4, Z<sub>WT</sub>. <bold>(E)</bold> Lane M, protein marker, lane 1, Z<sub>CEA</sub>539; lane 2, Z<sub>CEA</sub>546; lane 3, Z<sub>CEA</sub>919, and lane 4, Z<sub>WT</sub>. Experiments were performed in triplicate.</p>
</caption>
<graphic xlink:href="fmicb-15-1464088-g001.tif"/>
</fig>
</sec>
<sec id="sec15">
<label>3.2</label>
<title>Analysis of Z<sub>CEA</sub> protein&#x2013;CEA binding affinity</title>
<p>SPR studies were carried out to measure the binding affinity of Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919 to the target protein CEA using BIAcore T200 biosensor. Z<sub>CEA</sub> affibodies of various concentrations (5, 2.5, 1.25, and 0.625&#x202F;&#x03BC;M) were prepared to flow over the immobilized CEA target protein. Our results demonstrated a concentration-dependent increase in resonance signals and strong binding affinity of three selected Z<sub>CEA</sub> affibodies to ligand (<xref ref-type="fig" rid="fig2">Figures 2A</xref>&#x2013;<xref ref-type="fig" rid="fig2">C</xref>). In contrast, Z<sub>WT</sub> did not show the protein&#x2013;ligand binding interaction (<xref ref-type="fig" rid="fig2">Figure 2D</xref>). The sensogram shows the maximum concentration (5 &#x03BC;M) of ZCEA affibodies and Z<sub>WT</sub> (<xref ref-type="fig" rid="fig2">Figure 2E</xref>). We then used BIAcore analysis software 3.0 (Biacore) to measure the binding kinetics of Z<sub>CEA</sub> protein&#x2013;ligand interaction, and sensograms were fitted to a 1:1 Langmuir model. The equilibrium dissociation constant (KD) for the binding of Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, Z<sub>CEA</sub>919, and Z<sub>WT</sub> were 5.059&#x202F;&#x00D7;&#x202F;10<sup>&#x2212;6</sup>&#x202F;mol/L, 1.733&#x202F;&#x00D7;&#x202F;10<sup>&#x2212;7</sup>&#x202F;mol/L, 5.512&#x202F;&#x00D7;&#x202F;10<sup>&#x2212;6</sup>&#x202F;mol/L, and 1.628&#x202F;mol/L, respectively (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). Our SPR results showed a strong high-affinity binding of Z<sub>CEA</sub> affibodies to CEA target protein, while Z<sub>WT</sub> did not display any binding interaction toward the target protein.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Measuring Z<sub>CEA</sub> affibodies-CEA binding kinetics using SPR. <bold>(A&#x2013;C)</bold> Sensograms obtained from different concentrations injected over the immobilized sensor chip surface to monitor Z<sub>CEA</sub> affibody&#x2013;CEA interaction. <bold>(D)</bold> Z<sub>WT</sub> served as a control group. <bold>(E)</bold> Sensogram obtained for the highest concentration (5&#x202F;&#x03BC;M) of Z<sub>CEA</sub> affibodies and Z<sub>WT</sub>. Experiments were performed in triplicate.</p>
</caption>
<graphic xlink:href="fmicb-15-1464088-g002.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.3</label>
<title><italic>In vitro</italic> tumor cell binding</title>
<p>Immunofluorescence assays were employed to further confirm the specific binding of Z<sub>CEA</sub> affibodies to tumor cells that highly express CEA protein. Bright green fluorescence staining was clearly observed at the cell membrane region of CEA+ cell lines (HT-29 and MKN-45) that were treated with Z<sub>CEA</sub> affibodies (<xref ref-type="fig" rid="fig3">Figures 3A</xref>,<xref ref-type="fig" rid="fig3">B</xref>), while no bright green fluorescence staining was noticed in cells treated with Z<sub>WT</sub>. Furthermore, CEA cell line (HeLa229) treated with Z<sub>CEA</sub> affibodies or Z<sub>WT</sub> did not show any fluorescence signal (<xref ref-type="fig" rid="fig3">Figure 3C</xref>). This result further confirms that Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919 affibodies have strong binding affinity and specificity to target protein (CEA) expressed in HT-29 and MKN-45 cell lines.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Binding of Z<sub>CEA</sub> affibodies to HT-29 and MKN-45 cells by indirect immunofluorescence assay. <bold>(A)</bold> HT-29 <bold>(B)</bold> MKN-45 cells were incubated with Z<sub>CEA</sub> affibodies. Mouse-anti-His-tag mAb FITC (green) was used to visualize the binding of Z<sub>CEA</sub> affibodies to CEA+ cancer cell lines and nuclei were counterstained with Hoechst 3342 (400&#x00D7;). <bold>(C)</bold> HeLa229 served as the CEA cancer cell line. Z<sub>WT</sub> set as the affibody negative control. Scale bar&#x202F;=&#x202F;10&#x202F;&#x03BC;m. Experiments were performed in triplicate.</p>
</caption>
<graphic xlink:href="fmicb-15-1464088-g003.tif"/>
</fig>
</sec>
<sec id="sec17">
<label>3.4</label>
<title>Immunohistochemistry</title>
<p>Histological analysis of the tumor tissue was performed to further investigate the binding specificity of Z<sub>CEA</sub> affibodies. Immunohistochemistry was performed on formalin-fixed paraffin-embedded human gastric cancer tissue. The Z<sub>CEA</sub> affibodies (Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919) stained tissue sections from human gastric cancer tissue [showed in brown color (upper layer)], which was similar to the staining pattern observed in polyclonal anti-CEA serum; nevertheless, human gastric cancer tissue stained with Z<sub>WT</sub> and PBS did not exhibit any obvious signal (<xref ref-type="fig" rid="fig4">Figure 4</xref>). Furthermore, normal gastric tissue did not display any changes in sections incubated with Z<sub>CEA</sub> affibodies and polyclonal anti-CEA serum (lower layer). Our result proved that Z<sub>CEA</sub> affibodies bind specifically to native CEA expressed in the tumor tissue.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Representative images of hematoxylin and eosin (HE) and immunohistochemical expression of CEA in gastric cancer tissue and normal gastric tissue. Gastric cancer tissue (upper panel) and normal gastric tissue (lower panel) were stained with Z<sub>CEA</sub> affibodies. Polyclonal anti-CEA as positive control; Z<sub>WT</sub> and PBS as negative controls. Magnification 400&#x00D7;. Scale bar&#x202F;=&#x202F;50&#x202F;&#x03BC;M. Experiments were performed in triplicate.</p>
</caption>
<graphic xlink:href="fmicb-15-1464088-g004.tif"/>
</fig>
</sec>
<sec id="sec18">
<label>3.5</label>
<title><italic>In vivo</italic> tumor-targeted imaging of Z<sub>CEA</sub>546 affibody</title>
<p>The <italic>in vivo</italic> biodistribution of Z<sub>CEA</sub> affibodies is shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S1</xref>. The Z<sub>CEA</sub> affibodies were quickly distributed into most parts of the body within 30&#x202F;min post-injection, excreted through the kidneys, and rapidly cleared from the body within 24&#x202F;h.</p>
<p>We further explored the tumor targeting selectivity of Z<sub>CEA</sub>546 affibody in CEA tumor-bearing mice. After injection of DyLight755-labeled Z<sub>CEA</sub>546 into the tail vein of CEA-tumor bearing mice, fluorescence signals were observed at the site of the tumor 1&#x202F;h after injection and maximum fluorescence intensity was observed at 4&#x202F;h, which remained for 24&#x202F;h (<xref ref-type="fig" rid="fig5">Figures 5A</xref>,<xref ref-type="fig" rid="fig5">B</xref>). However, in HeLa229 tumor-bearing mice, DyLight755-labeled Z<sub>CEA</sub>546 tumor-specific fluorescence signal could not be detected in the xenograft model, and DyLight755-labeled Z<sub>WT</sub> also did not show fluorescence signal in xenograft tumor models (<xref ref-type="fig" rid="fig5">Figures 5C</xref>&#x2013;<xref ref-type="fig" rid="fig5">E</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Tumor-targeting of Z<sub>CEA</sub> affibodies. <bold>(A)</bold> <italic>In vivo</italic> fluorescence imaging of tumor-bearing mice (arrows) injected with Dylight755-conjugated Z<sub>CEA</sub>546 affibody at 0, 0.5, 30, 1, 2, 4, 6, 8, 12, and 24&#x202F;h. <bold>(B)</bold> Tumor-to-background ratio of mice injected with Dylight755-conjugated Z<sub>CEA</sub>546 affibody. <bold>(C)</bold> <italic>In vivo</italic> fluorescence imaging of tumor-bearing mice (arrows) injected with Dylight755-conjugated Z<sub>WT</sub> affibody at 0, 0.5, 30, 1, 2, 4, 6, 8, 12, and 24&#x202F;h. <bold>(D)</bold> Tumor-to-background ratio of mice injected with Dylight755-conjugated Z<sub>WT</sub> affibody. <bold>(E)</bold> The <italic>in vivo</italic> tumor targeting ability of Z<sub>CEA</sub>546 after 4&#x202F;h post-injection compared to Z<sub>WT</sub>. Data are displayed as mean&#x202F;&#x00B1;&#x202F;SD (<italic>n</italic>&#x202F;=&#x202F;3). <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.001 compared to control.</p>
</caption>
<graphic xlink:href="fmicb-15-1464088-g005.tif"/>
</fig>
<p>To verify whether <italic>in vivo</italic> fluorescence imaging retention is only present at the tumor site, the mice were sacrificed to isolate tumors and major organs for <italic>ex-vivo</italic> analysis at 24&#x202F;h post-injection. After intravenous injection of DyLight755-labeled Z<sub>CEA</sub>546, strong fluorescence signals from the tumors derived from HT-29 and MK-45 cell lines were clearly detected; however, no obvious fluorescence signal was detected in HeLa229 cell line (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure S2</xref>).</p>
</sec>
</sec>
<sec id="sec19">
<label>4</label>
<title>Discussion and conclusion</title>
<p>Fluorescence imaging has displayed a high sensitivity and strong specificity with the advent of fluorescent probes combined with targeted ligands in recent years and could play a crucial role <italic>in vivo</italic> diagnosis of tumors and image-guided surgery. In particular, fluorescence imaging could be employed to reduce the high rate of missed diagnosis of gastrointestinal cancer and increase the outcomes of conventional surgery (<xref ref-type="bibr" rid="ref27">Mieog et al., 2022</xref>; <xref ref-type="bibr" rid="ref39">Stibbe et al., 2023</xref>). Numerous molecular imaging trials utilizing fluorescent probes targeting well-known tumor markers such as EGFR, VEGF, and HER2 have demonstrated potential to improve the diagnosis and treatment of gastrointestinal cancer (<xref ref-type="bibr" rid="ref25">Lamberts et al., 2017</xref>; <xref ref-type="bibr" rid="ref42">Terwisscha van Scheltinga et al., 2011</xref>; <xref ref-type="bibr" rid="ref16">Goetz et al., 2013</xref>). However, these tumor markers are not universally overexpressed in gastrointestinal cancers. For instance, HER2 overexpression occurs in 3.8&#x2013;36.6% of gastric cancers (<xref ref-type="bibr" rid="ref7">Boku, 2014</xref>) and in 1.3&#x2013;47.7% of colorectal cancers (CRCs) (<xref ref-type="bibr" rid="ref41">Takegawa and Yonesaka, 2017</xref>). In addition, these targets are sometimes overexpressed in inflammatory tissues, resulting in reduced specificity. Therefore, the development of fluorescent molecular imaging techniques based on exclusive biomarkers of gastrointestinal tumors is urgently required.</p>
<p>CEA is overexpressed in almost all gastrointestinal cancers, especially in colorectal cancer, but its expression is limited in normal tissues (<xref ref-type="bibr" rid="ref11">Emini et al., 1985</xref>). This highly specific expression of CEA in tumor tissues makes it one of the preferred biomarkers for targeting colorectal cancer. In a non-invasive imaging animal experiment, iodine-124 labeled antibodies to CEA have been used to enhance positron emission tomographic (PET) imaging of colorectal cancer (<xref ref-type="bibr" rid="ref35">Schoffelen et al., 2012</xref>). Currently, phase III clinical trials have shown that the use of SGM-101, an anti-CEA antibody labeled with a fluorescent dye, improves detection and aids in the complete resection of CEA-positive tumors (<xref ref-type="bibr" rid="ref8">Boogerd et al., 2018</xref>; <xref ref-type="bibr" rid="ref9">de Valk et al., 2021</xref>). Fluorescent probes based on monoclonal antibodies have been extensively used for therapeutic, diagnostic, and biotechnological applications due to their high target specificity and binding affinity (<xref ref-type="bibr" rid="ref25">Lamberts et al., 2017</xref>; <xref ref-type="bibr" rid="ref19">Hernot et al., 2019</xref>). Nevertheless, monoclonal antibodies (mAb) continue to encounter several challenges in their clinical applications. Notably, their large size (~150&#x202F;kDa) and insufficient tissue penetration results in poor vivo imaging diagnosis and treatment. Additionally, the presence of complex disulfide bonds and post-translational glycosylation modifications, along with the challenges of difficult and expensive production, have limited their clinical use (<xref ref-type="bibr" rid="ref32">Ruigrok et al., 2011</xref>; <xref ref-type="bibr" rid="ref45">Vazquez-Lombardi et al., 2015</xref>).</p>
<p>To overcome these drawbacks, non-immunoglobulin scaffolds have been reported as promising alternatives, such as affibodies, alphabodies, pronectins, affimers, centyrins, and repebodies (<xref ref-type="bibr" rid="ref37">&#x0160;krlec et al., 2015</xref>). In this study, we describe the development and characterization of three novel affibodies (Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919) that selectively bind to CEA from a combinatorial affibody library. Subsequently, the Z<sub>CEA</sub> affibodies were expressed in a prokaryotic expression system to explore the binding specificity to CEA. SPR assay demonstrated that the Z<sub>CEA</sub> affibodies could bind to CEA with high affinity and specificity, yielding apparent KD values that were up to 10<sup>6</sup> higher than the KD value of Z<sub>WT</sub> (control) and reaching micromolar levels, consistent with previous reports on affibodies targeting EBV-latent membrane proteins (LMP) in our laboratory (<xref ref-type="bibr" rid="ref49">Zhu S. et al., 2020</xref>; <xref ref-type="bibr" rid="ref24">Kamara et al., 2021</xref>). Indirect immunofluorescence assay further proved the binding affinity and specificity of Z<sub>CEA</sub> affibodies to tumor cells expressing CEA. Furthermore, immunohistochemistry staining showed that the three selected Z<sub>CEA</sub> affibodies bind to the protein of interest (CEA) in human gastric cancer tissues. These results suggest that the Z<sub>CEA</sub> affibodies selectively bind to CEA target protein with high binding affinity and specificity. Therefore, Z<sub>CEA</sub> affibodies could be used for further fluorescence imaging of mice-bearing CEA cancer cell lines.</p>
<p>For molecular imaging, an ideal imaging probe should have a smaller molecular weight, exhibit high binding affinity and selectivity, ensure rapid biodistribution and tissue permeability, and be quickly cleared to achieve high-contrast imaging (<xref ref-type="bibr" rid="ref20">Herschman, 2003</xref>). As a new class of binding molecule, affibodies can provide effective tumor penetration and high affinity. In preclinical and clinical studies, the HER2 binding affibody molecules have been developed and successfully tested as imaging tracers to detect HER2 overexpressed tumors, such as Z<sub>HER2</sub>:342 (<xref ref-type="bibr" rid="ref26">Lee et al., 2008</xref>; <xref ref-type="bibr" rid="ref4">Baum et al., 2010</xref>). A previous study comparing the performance of affibody Z<sub>HER2:</sub>342 with HER2-targeting scFv in tumor imaging showed that affibody molecules targeting HER2 provided increased uptake in tumor and a higher tumor-to-blood ratio (<xref ref-type="bibr" rid="ref31">Orlova et al., 2006</xref>). In this study, right after 1 h of intravenous injection of DyLight755-labeled Z<sub>CEA</sub>546, a strong fluorescence signal was detected at the tumor site of the tumor-bearing mice, peaking at 4&#x202F;h and maintaining fluorescence at that level for 24&#x202F;h. Furthermore, dynamic biodistribution showed that DyLight755-labeled Z<sub>CEA</sub>546 was quickly distributed in the mouse body after injection, excreted from the kidney, and completely cleared from the body at 72&#x202F;h. Therefore, DyLight755-labeled Z<sub>CEA</sub>546 affibody has great potential for use in molecular imaging diagnosis.</p>
<p>In conclusion, this study generated three novel affibodies (Z<sub>CEA</sub>539, Z<sub>CEA</sub>546, and Z<sub>CEA</sub>919), whose ability to bind CEA target protein was characterized through SPR, indirect immunofluorescence assay, and immunohistochemistry staining. Furthermore, DyLight755-labeled Z<sub>CEA</sub>546 displayed significant tumor targeting capability in CEA+ tumor cell line xenograft mice models (HT-29 and MKN-45). Thus, our results suggest that Z<sub>CEA</sub> affibodies are promising tumor-specific fluorescent molecular imaging agents for detecting CEA expression in gastrointestinal cancers.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec20">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec sec-type="ethics-statement" id="sec21">
<title>Ethics statement</title>
<p>The animal study was approved by Ethical Committee of Wenzhou Medical University. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec22">
<title>Author contributions</title>
<p>HS: Data curation, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. KL: Data curation, Formal analysis, Investigation, Software, Writing &#x2013; original draft. PW: Formal analysis, Methodology, Writing &#x2013; review &#x0026; editing. JJ: Formal analysis, Investigation, Methodology, Writing &#x2013; review &#x0026; editing. YC: Investigation, Methodology, Writing &#x2013; review &#x0026; editing. JC: Conceptualization, Project administration, Writing &#x2013; review &#x0026; editing. SK: Methodology, Writing &#x2013; review &#x0026; editing. SZ: Conceptualization, Project administration, Writing &#x2013; review &#x0026; editing. GZ: Conceptualization, Project administration, Supervision, Validation, Writing &#x2013; review &#x0026; editing. LZ: Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Visualization, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec23">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This research was supported by Public Welfare Foundation of Zhejiang Province (No. LGF18H160030).</p>
</sec>
<sec sec-type="COI-statement" id="sec24">
<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="correction-note" id="sec025">
<title>Correction note</title>
<p>A correction has been made to this article. Details can be found at: <ext-link xlink:href="https://doi.org/10.3389/fmicb.2026.1788283" ext-link-type="uri">10.3389/fmicb.2026.1788283</ext-link>.</p>
</sec>
<sec sec-type="disclaimer" id="sec25">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec26">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2024.1464088/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmicb.2024.1464088/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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