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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Sustain. Food Syst.</journal-id>
<journal-title>Frontiers in Sustainable Food Systems</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Sustain. Food Syst.</abbrev-journal-title>
<issn pub-type="epub">2571-581X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsufs.2024.1490750</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Sustainable Food Systems</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A hapten design strategy to enhance the selectivity of monoclonal antibodies against malachite green</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Wu</surname> <given-names>Min-Fu</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="author-notes" rid="fn0001"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2831460/overview"/>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes"><name><surname>Xu</surname> <given-names>Nuo</given-names></name><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 contrib-type="author" corresp="yes"><name><surname>Li</surname> <given-names>Sha</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"><sup>&#x002A;</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Huang</surname> <given-names>Yi-Lan</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Wu</surname> <given-names>Min-Hua</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Li</surname> <given-names>Jia-Dong</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Chen</surname> <given-names>Ri-Sheng</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Xiong</surname> <given-names>Wen-Ming</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Li</surname> <given-names>Yong-Jun</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Lei</surname> <given-names>Hong-Tao</given-names></name><xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1250644/overview"/>
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</contrib>
<contrib contrib-type="author"><name><surname>Huang</surname> <given-names>Xin-An</given-names></name><xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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</contrib>
<contrib contrib-type="author"><name><surname>Xu</surname> <given-names>Zhen-Lin</given-names></name><xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1538187/overview"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Food Science, Foshan Polytechnic</institution>, <addr-line>Foshan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Food Science, Guangdong Pharmaceutical University</institution>, <addr-line>Zhongshan</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Health Sciences Research, Research Institute for Health Sciences, Chiang Mai University</institution>, <addr-line>Chiang Mai</addr-line>, <country>Thailand</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Histology and Embryology, Guangdong Medical University</institution>, <addr-line>Zhanjiang</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Guangzhou Vocational College of Technology and Business</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff6"><sup>6</sup><institution>Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff7"><sup>7</sup><institution>Tropical Medicine Institute and South China Chinese Medicine Collaborative Innovation Center, Guangzhou University of Chinese Medicine</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Xiuxiu Dong, Jiangsu University, China</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Xixia Liu, Hubei Normal University, China</p>
<p>Wen Ping Zhao, Shandong University of Technology, China</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Sha Li, <email>lisha199007@163.com</email></corresp>
<fn fn-type="equal" id="fn0001">
<p><sup>&#x2020;</sup>These authors share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>8</volume>
<elocation-id>1490750</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Wu, Xu, Li, Huang, Wu, Li, Chen, Xiong, Li, Lei, Huang and Xu.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Wu, Xu, Li, Huang, Wu, Li, Chen, Xiong, Li, Lei, Huang and Xu</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>Malachite green (MG), a triphenylmethane dye, is used in the aquaculture industry as a disinfectant and insect repellent due to its potent bactericidal and pesticidal properties. However, its use poses potential environmental and health risks. This study analyzed and designed two haptens using computer simulation. Serum data confirmed the feasibility of introducing an arm at the dimethylamine group. Subsequently, a highly selective monoclonal antibody strain was successfully prepared based on the hapten. After optimizing the working conditions of indirect competitive enzyme-linked immunosorbent assay (IC-ELISA), the IC<sub>50</sub> value was 0.83&#x2009;ng/mL, with a detection limit (IC<sub>10</sub>) of 0.08&#x2009;ng/mL and a linear range of 0.19&#x2013;3.52&#x2009;ng/mL. The developed monoclonal antibody exhibited a crossover rate of less than 0.1% with other similar structures and can be used to establish an immunoassay.</p>
</abstract>
<kwd-group>
<kwd>malachite green</kwd>
<kwd>monoclonal antibody</kwd>
<kwd>molecular simulation</kwd>
<kwd>IC-ELISA</kwd>
<kwd>hapten design</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="1"/>
<ref-count count="24"/>
<page-count count="9"/>
<word-count count="4546"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Agro-Food Safety</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Malachite green (MG) is a toxic triphenylmethane compound known for its strong bactericidal, fungicidal, and antiparasitic properties, making it one of the most effective drugs used in aquaculture (<xref ref-type="bibr" rid="ref5">Hu et al., 2021</xref>; <xref ref-type="bibr" rid="ref16">Wang et al., 2023</xref>). In fish, MG metabolizes into the more toxic leucomalachite green (LMG), which can persist in the organism for extended periods (<xref ref-type="bibr" rid="ref14">Teepoo et al., 2020</xref>). Upon human ingestion, MG can induce apoptosis, trigger tumor formation, and damage DNA, leading to carcinogenesis (<xref ref-type="bibr" rid="ref4">He et al., 2023</xref>). This has raised significant concerns globally. Health Canada has prohibited the sale of fish products containing MG or LMG residues exceeding 1&#x2009;ng/g, a threshold stricter than the European Union&#x2019;s 2&#x2009;ng/g standard. Many countries and regions, including China and the United States, have imposed strict bans on its use in aquaculture (<xref ref-type="bibr" rid="ref24">Zhou et al., 2019</xref>). Despite these regulations, some vendors continue to use MG illegally due to its low cost, effective antimicrobial properties, and the lack of suitable alternatives.</p>
<p>Current detection methods for MG rely primarily on large-scale instrumentation techniques such as liquid chromatography (<xref ref-type="bibr" rid="ref3">Faraji et al., 2020</xref>), liquid chromatography-mass spectrometry (<xref ref-type="bibr" rid="ref2">Chen et al., 2020</xref>; <xref ref-type="bibr" rid="ref6">Hussain Hakami et al., 2021</xref>), ionization mass spectrometry (<xref ref-type="bibr" rid="ref19">Xiao et al., 2020</xref>), capillary electrophoresis (<xref ref-type="bibr" rid="ref8">Pradel and Tong, 2017</xref>), and Raman spectroscopy (<xref ref-type="bibr" rid="ref13">Su et al., 2024</xref>; <xref ref-type="bibr" rid="ref23">Zhang et al., 2024</xref>). Although these methods can accurately detect trace amounts of MG in aquatic products, they are time-consuming, costly, require specialized personnel, and are unsuitable for rapid on-site screening of large sample volumes. Therefore, there is a growing need for a rapid and highly specific detection method for monitoring MG residue levels. Immunoassay methods, as a novel analytical approach, offer advantages such as low cost, speed, simplicity (<xref ref-type="bibr" rid="ref18">Wu et al., 2024</xref>), high sensitivity (<xref ref-type="bibr" rid="ref15">Wang et al., 2024</xref>), and accuracy (<xref ref-type="bibr" rid="ref11">Shin et al., 2024</xref>), potentially overcoming the limitations of traditional instrumental methods (<xref ref-type="bibr" rid="ref1">Abdelhamid et al., 2024</xref>; <xref ref-type="bibr" rid="ref9">Sayee et al., 2024</xref>; <xref ref-type="bibr" rid="ref22">Yue et al., 2024</xref>). The effectiveness of immunoassays largely depends on obtaining antibodies with high specificity and affinity, which is critically influenced by the structure of the hapten.</p>
<p>Developing specific antibodies for MG has been a significant challenge. <xref ref-type="bibr" rid="ref20">Xing et al. (2009)</xref> synthesized LMG derivatives with amino groups on the benzene ring as immunogenic haptens, while <xref ref-type="bibr" rid="ref7">Oplatowska et al. (2011)</xref> used carboxyl-MG as the immunogenic hapten. Both methods successfully produced monoclonal antibodies (mAbs) but exhibited high cross-reactivity with crystal violet (CV). <xref ref-type="bibr" rid="ref10">Shen et al. (2011)</xref> designed a novel immunogenic hapten with a carboxyl methoxy group directly on the phenyl ring; however, the resulting mAb also showed high cross-reactivity with CV. To address this issue, this study employed computer simulations of existing hapten research to identify key antigenic epitopes of malachite green. A novel hapten strategy was developed, leading to the successful production of highly selective and sensitive mAbs. Optimized using the indirect competitive enzyme-linked immunosorbent assay (IC-ELISA), the detection limit achieved was 0.08&#x2009;ng/mL, facilitating the establishment of a specific immunoassay method for malachite green.</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>Materials and instruments</title>
<p>Methyl aniline, N,N-dimethyl aniline, zinc chloride, 2,3-dichloro-5,6-dicyanobenzoquinone (DDQ), 1-(3-dimethylaminopropyl)-3-ethylcarbodiimide (EDC), N,N-dimethylformamide (DMF), and N-hydroxysuccinimide (NHS) were obtained from Aladdin Reagent Company. All other reagents used in the study met or exceeded analytical reagent grade standards. Female Balb/c mice were provided by the Guangdong Medical Laboratory Animal Center (SCXK (Yue) 2018-0002) and were subsequently housed and maintained at the South China Agricultural University Animal Center (SYXK (Yue) 2019-0136).</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Synthesis of the MG hapten H1</title>
<p>As shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>, Step 1: Add 7&#x2009;g (6.5&#x2009;mmol) of N-methylaniline to a 250&#x2009;mL single-necked flask. Dissolve it completely in 100&#x2009;mL of anhydrous methanol. Then, add 17&#x2009;g (19.7&#x2009;mmol) of methyl acrylate and 3&#x2009;mL of triethylamine. React in an 85&#x00B0;C oil bath overnight to obtain compound 1 (8.8&#x2009;g, 70%).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>The synthetic route of hapten H1 <bold>(a)</bold> and the synthetic route of hapten H2 <bold>(b)</bold>.</p>
</caption>
<graphic xlink:href="fsufs-08-1490750-g001.tif"/>
</fig>
<p>Step 2: Add 100&#x2009;mL of anhydrous ethanol to dissolve 8.8&#x2009;g (4.5&#x2009;mmol) of compound 1 in a 250&#x2009;mL single-necked flask. Then add 4.6&#x2009;mL (4.5&#x2009;mmol) of benzaldehyde, 5.7&#x2009;mL (4.5&#x2009;mmol) of N,N-dimethylaniline, and 20&#x2009;g (13.5&#x2009;mmol) of zinc chloride. React at 100&#x00B0;C in an oil bath overnight. Concentrate the solution, adjust the pH to 8 with 10% aqueous sodium hydroxide, add an appropriate amount of ethyl acetate, and then pump-filter to obtain compound 2 (2&#x2009;g, 10%).</p>
<p>Step 3: Dissolve 2&#x2009;g (4.96&#x2009;mmol) of compound 2 in 10&#x2009;mL of methanol in a 100&#x2009;mL single-necked flask. Add 10&#x2009;mL of 10% aqueous sodium hydroxide solution and react at 70&#x00B0;C in an oil bath overnight. Concentrate the solution, adjust the pH to 8 with dilute hydrochloric acid, extract with an appropriate amount of ethyl acetate, and purify the residue by column chromatography (PE:EA&#x2009;=&#x2009;15:1; 10:1; 1:1; EA) to obtain compound 3.</p>
<p>Step 4: Dissolve compound 3 in 20&#x2009;mL of acetonitrile in a 100&#x2009;mL single-necked vial. Slowly add 10&#x2009;mL of an acetonitrile solution with DDQ while stirring. The color of the reaction solution will immediately darken. Stir the reaction for 0.5&#x2009;h. Perform column chromatography purification to obtain a small amount of the target product MG-H1.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Synthesis of the MG hapten H2</title>
<p>As shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>, Dissolve 1.5&#x2009;g (10&#x2009;mmol) of p-carboxybenzaldehyde in 60&#x2009;mL of anhydrous ethanol in a 250&#x2009;mL flask. Add 4&#x2009;g (3&#x2009;mmol) of zinc chloride and 4&#x2009;mL (3.15&#x2009;mmol) of N,N-diethylaniline, and reflux overnight. Prepare a 3:2 mixture of acetonitrile and methanol, then add DDQ to completely dissolve the compound. Weigh compound 4 into a 100&#x2009;mL single-necked vial, add the mixture, evaporate the solvent, wash off the DDQ with ether, and purify the residue by column chromatography to obtain the green product MG-H2.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Three-dimensional structure and surface electrostatic potential image of MG haptens.</p>
</caption>
<graphic xlink:href="fsufs-08-1490750-g002.tif"/>
</fig>
</sec>
<sec id="sec6">
<label>2.4</label>
<title>Computer simulation of 3D structures and electrostatic potential maps</title>
<p>The three-dimensional (3D) energy-minimized structure of the MG hapten was constructed using Sybyl 8.1 (provided by Professor Xin&#x2019;an Huang from Guangzhou University of Chinese Medicine). Initially, a sketch was created and then geometrically optimized using the standard Tripos force field, incorporating non-bonded interactions and Gasteiger-H&#x00FC;ckel charges with an 8&#x2009;&#x00C5; cutoff, a termination gradient of 0.005&#x2009;kcal/(mol&#x00C5;), and dielectric constants based on previous research. The surface electrostatic potential of the obtained structure was generated using the MOLCAD surface program in Sybyl 8.1 with Gasteiger-H&#x00FC;ckel charges.</p>
</sec>
<sec id="sec7">
<label>2.5</label>
<title>Synthesis of immunogens and coating antigens</title>
<p>Immunogens and coating antigens were synthesized using previously established methods. Immunogens were prepared by conjugating haptens with carrier proteins, such as lactoglobulin (LF). Coating antigens were prepared by conjugating all haptens with bovine serum albumin (BSA). The structure of the final conjugates was verified using ultraviolet&#x2013;visible (UV&#x2013;vis) spectral data.</p>
</sec>
<sec id="sec8">
<label>2.6</label>
<title>Hybridoma cell line preparation and screening</title>
<p>Female BALB/c mice aged 6&#x2013;8&#x2009;weeks were subcutaneously immunized with the immunogen, with four immunizations at 3-week intervals. A mouse exhibiting the highest titer against each immunogen was selected as the spleen cell donor for hybridoma production. Spleen cells from the immunized mouse were fused with SP2/0 myeloma cells, which had been revived 10&#x2009;days prior to fusion, using 50% PEG 1500 as the fusion agent. The hybridoma cells were distributed in a 96-well cell culture plate and cultured in a medium containing 80% Dulbecco&#x2019;s Modified Eagle&#x2019;s Medium (DMEM), 20% Fetal Bovine Serum (FBS), and Hypoxanthine-Aminopterin-Thymidine (HAT). After 2&#x2009;weeks, the medium was replaced with Hypoxanthine-Thymidine (HT). Cells were incubated in a cell culture incubator (37&#x00B0;C, 5% CO2). After 7&#x2009;days, antibody titer and binding characteristics in the culture supernatant were tested using the same method as for serum. Cells with high affinity and specificity were subcloned using limited dilution until a stable monoclonal cell line secreting antibodies was obtained.</p>
</sec>
<sec id="sec9">
<label>2.7</label>
<title>Production of mAbs</title>
<p>Animal experiments strictly adhere to the guidelines of Chinese laws and regulations, the studies involving animals were reviewed and approved by the Animal Ethics Committee of South China Agricultural University. The animal immunization and hybridoma preparation process was carried out according to the previously established protocol. Male BALB/c mice aged 10&#x2013;12&#x2009;weeks were injected with liquid paraffin. After 1&#x2009;week, hybridoma cells were injected into the mice. Two weeks later, ascitic fluid was collected from mice with noticeably enlarged abdomens. Proteins were precipitated using ammonium sulfate and then purified using Protein A columns. Protein content was determined by ultraviolet spectrophotometry using the following formula: Protein Concentration/(mg/mL)&#x2009;=&#x2009;[1.45 A<sub>280</sub>&#x2013;0.74 A<sub>260</sub>]&#x2009;&#x00D7;&#x2009;Dilution Factor.</p>
</sec>
<sec id="sec10">
<label>2.8</label>
<title>Optimization and characterization of antibody performance</title>
<p>The IC-ELISA method was used to optimize working conditions, including antigen coating, antibody working concentration, and organic solvent tolerance. After optimization, a competitive IC-ELISA method was employed to establish a standard curve and determine the specificity of mAbs against MG analogs. The cross-reactivity rate was calculated using the formula:</p>
<disp-formula id="E1">
<mml:math id="M1">
<mml:mi>C</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>%</mml:mo>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>50</mml:mn>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mi mathvariant="italic">analyte</mml:mi>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>50</mml:mn>
</mml:msub>
<mml:mfenced open="(" close=")">
<mml:mi mathvariant="italic">analogue</mml:mi>
</mml:mfenced>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x00D7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
</mml:math>
</disp-formula>
</sec>
</sec>
<sec sec-type="discussion" id="sec11">
<label>3</label>
<title>Discussion</title>
<sec id="sec12">
<label>3.1</label>
<title>Hapten design</title>
<p>The design of haptens is paramount in antibody preparation. Recent hapten designs targeting MG have primarily focused on introducing reactive groups onto the benzene ring without incorporating dimethylamino groups. However, the prevailing trend in recent years has neglected the presence of dimethylamino groups, despite the fact that numerous monoclonal antibodies (mAbs) produced using these designs exhibit significant cross-reactivity with crystal violet, suggesting that the dimethylamino group could be a crucial factor contributing to this cross-reactivity. To validate this hypothesis, we conducted a systematic review of the latest advancements in the field and performed in-depth analyses utilizing computational modeling techniques. As depicted in <xref ref-type="fig" rid="fig2">Figure 2</xref>, due to the strong electron-donating property of nitrogen atoms, the structure of MG is highly negatively charged, thereby facilitating the formation of hydrogen bonds. In contrast, crystal violet possesses similar dimethylamino antigenic epitopes, which may undermine the selectivity of the prepared antibodies toward malachite green. Introducing spacer arms onto the benzene ring results in a more positively charged overall structure, disrupting the original high negative charge state. Notably, the charge associated with the central double bonds resembles that of the parent drug, and the incorporation of spacer arms alongside dimethylamino groups has minimal impact on the overall charge distribution. Consequently, we propose a novel hapten design (Hapten 1), which not only incorporates dimethylamino groups to enhance antigen selectivity but also retains the central double bonds to mimic the immunogenicity of the parent drug. Furthermore, to further enhance antibody coating efficiency, we devised another hapten (Hapten 2) featuring exposed dimethylamino groups, thereby strengthening its interaction capabilities with antibodies. This design strategy not only improves the immune recognition efficiency of antigens but also lays a solid foundation for the subsequent development of highly sensitive and selective immunoassay methods.</p>
</sec>
<sec id="sec13">
<label>3.2</label>
<title>Production of mAbs</title>
<p>H1-LF and H2-LF were used as immunogens, and H1-BSA and H2-BSA were used as coating antigens for mouse immunization, respectively. After the fourth immunization, mouse serum was collected to determine antibody titer and affinity for MG (<xref ref-type="table" rid="tab1">Table 1</xref>). Absorbance and corresponding inhibition rates of MG were used as evaluation criteria. For H2-LF, serum from mouse 3 exhibited the strongest recognition of MG at 200&#x2009;ng/mL, with inhibition rates of 27 and 30% for H1-BSA and H2-BSA, respectively. For H1-LF, serum from mouse 2 showed inhibition rates of 63 and 45% for H2-BSA and H1-BSA, respectively. Both H1 and H2 haptens induced strong immune responses against MG, but H1-LF, enhanced by H2-BSA, demonstrated significant improvements in titer and inhibition rate. Consequently, mouse 2 (H1-LF) was selected for cell fusion experiments.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Results of rat antiserum to MG.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Coating antigen (1)</th>
<th align="center" valign="top" colspan="3">Immunogen: H1-LF</th>
</tr>
<tr>
<th align="left" valign="top">Rat one</th>
<th align="left" valign="top">Rat two</th>
<th align="left" valign="top">Rat three</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">H1-BSA</td>
<td align="left" valign="middle">Titer: 1&#x2009;K<break/>inhibition rate: 41%</td>
<td align="left" valign="middle">Titer: 1&#x2009;K<break/>inhibition rate: 45%</td>
<td align="left" valign="middle">Titer: 2&#x2009;K<break/>inhibition rate: 32%</td>
</tr>
<tr>
<td align="left" valign="middle">H2-BSA</td>
<td align="left" valign="middle">Titer: 16&#x2009;K<break/>inhibition rate: 65%</td>
<td align="left" valign="middle">Titer: 32&#x2009;K<break/>inhibition rate: 63%</td>
<td align="left" valign="middle">Titer: 32&#x2009;K<break/>inhibition rate: 43%</td>
</tr>
</tbody>
</table>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Coating antigen</th>
<th align="center" valign="middle" colspan="3">Immunogen: H2-LF</th>
</tr>
<tr>
<th align="left" valign="middle">Rat one</th>
<th align="left" valign="middle">Rat two</th>
<th align="left" valign="middle">Rat three</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">H1-BSA</td>
<td align="left" valign="middle">Titer: 16&#x2009;K<break/>inhibition rate: 19%(2)</td>
<td align="left" valign="middle">Titer: 16&#x2009;K<break/>inhibition rate: 20%</td>
<td align="left" valign="middle">Titer: 32&#x2009;K<break/>inhibition rate: 27%</td>
</tr>
<tr>
<td align="left" valign="middle">H2-BSA</td>
<td align="left" valign="middle">Titer: 1&#x2009;K<break/>inhibition rate: 23%</td>
<td align="left" valign="middle">Titer: 1&#x2009;K<break/>inhibition rate: 25%</td>
<td align="left" valign="middle">Titer: 4&#x2009;K<break/>inhibition rate: 30%</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>
<sup>aTiter is defined as dilution factor of antiserum with the absorbance at 450&#x2009;nm being situated at about 1.0&#x2013;1.5 at coating concentration of 1&#x2009;&#x03BC;g/mL.</sup>
</p>
<p><sup>b</sup>Inhibition rate was expressed as follow: inhibition (%)&#x2009;=&#x2009;[1-(B/B<sub>0</sub>)]&#x2009;&#x00D7;&#x2009;100. B<sub>0</sub> was mean absorbance of the wells in the absence of competitor. B was mean absorbance of the wells in the presence of competitor (0.2&#x2009;mg/L of MG).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec14">
<label>3.3</label>
<title>Antibody characterization and purification</title>
<p>Following cell fusion, monoclonal antibody M1 was obtained from H2-LF. Protein G affinity chromatography was used for purification due to its strong binding affinity with mammalian IgG. By adjusting the pH of the mobile phase, high-purity mAbs were achieved. The antibody was concentrated using dialysis bags covered with polyethylene glycol 20,000 at the bottom and surface. Observations were made every 30&#x2009;min until the desired volume was reached. After a 4-h PBS dialysis exchange, the final concentration was determined to be 4.2&#x2009;mg/mL.</p>
<p>As shown in <xref ref-type="table" rid="tab2">Table 2</xref>, a comparison of the prepared monoclonal antibodies with previous studies revealed that the introduction of an arm onto the benzene ring that never contained a dimethylamino group resulted in a cross-reactivity with CV as high as 100%. Subsequently, the cross-reactivity decreased to 27% when an arm was introduced onto the dimethylamino group. This pattern also confirms that the dimethylamino group is the most crucial antigenic epitope for MG recognition. Based on this finding, this study further introduced a double bond to make the structure closer to MG. The successfully prepared monoclonal antibody not only outperformed previous studies in terms of sensitivity but also in specificity.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Comparison of monoclonal antibodies to MG.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="center" valign="top" char="&#x00D7;">Structure</th>
<th align="char" valign="top" char="&#x00D7;">IC<sub>50</sub> (ng/mL)</th>
<th align="char" valign="top" char="&#x00D7;">Cross-reactivity</th>
<th align="char" valign="top" char="&#x00D7;">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i001.tif"/>
</td>
<td align="center" valign="middle">0.83</td>
<td align="center" valign="middle">&#x003C;0.1%</td>
<td align="center" valign="middle">This study</td>
</tr>
<tr>
<td align="left" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i002.tif"/>
</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">100%</td>
<td align="center" valign="middle">
<xref ref-type="bibr" rid="ref21">Yang et al. (2007)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i003.tif"/>
</td>
<td align="center" valign="middle">1.16</td>
<td align="center" valign="middle">&#x2013;</td>
<td align="center" valign="middle">
<xref ref-type="bibr" rid="ref17">Wang et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i004.tif"/>
</td>
<td align="center" valign="middle">20</td>
<td align="center" valign="middle">27%</td>
<td align="center" valign="middle">
<xref ref-type="bibr" rid="ref12">Singh et al. (2011)</xref>
</td>
</tr>
<tr>
<td align="left" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i005.tif"/>
</td>
<td align="center" valign="middle">0.9&#x2009;~&#x2009;2.6</td>
<td align="center" valign="middle">29.07%</td>
<td align="center" valign="middle">
<xref ref-type="bibr" rid="ref20">Xing et al. (2009)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec15">
<label>3.4</label>
<title>Optimization of antibody performance</title>
<p>Theoretically, a decrease in the concentration of the coated antigen leads to a decrease in its own antibody&#x2019;s competitive binding ability, while enhancing the competitive binding ability of the drug&#x2019;s antibody. To maintain stable working conditions, the antibody&#x2019;s working concentration needs to be adjusted upwards. In this experiment, the checkerboard method was used to optimize the concentrations of coated antigen and antibody. Under other consistent conditions, IC-ELISA was used to compare the IC<sub>50</sub> values under different combinations of coated antigen and antibody concentrations. The resulting standard curve had the lowest IC<sub>50</sub> value when the coated antigen concentration was 0.25&#x2009;&#x03BC;g/mL and the antibody concentration was 125&#x2009;ng/mL. Therefore, a coated antigen concentration of 0.25&#x2009;&#x03BC;g/mL and an antibody concentration of 125&#x2009;ng/mL were selected as the optimal working concentrations.</p>
<p>As shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>, the buffer had little effect on MG. When the standards were diluted with PBST, the IC<sub>50</sub> values were relatively low, indicating that PBST improved the detection sensitivity compared with distilled water. This enhancement may be attributed to the compositional similarity between PBST and the antibody diluent, which maintains the pH and ionic concentration of the buffer system, thus avoiding adverse effects on the antigen&#x2013;antibody reaction. In contrast, buffers such as distilled water and phosphate buffer (PB) may disrupt this equilibrium and affect detection sensitivity. Therefore, PBST was chosen as the optimal diluent for the standard.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>The optimization of working conditions. Effects of coating antigen and antibody concentration <bold>(a)</bold>, buffer <bold>(b)</bold> and amount of acetonitrile <bold>(c)</bold>.</p>
</caption>
<graphic xlink:href="fsufs-08-1490750-g003.tif"/>
</fig>
<p>Due to the strong lipophilicity of MG, its standard solution mainly needs to be prepared with acetonitrile as the solvent. In the actual sample detection process, the concentration of organic solvents in the reaction system has an important influence on the biological activity of the antibody, the binding efficiency of antigen and antibody, and the solubility of the drug. Therefore, the concentration of acetonitrile in the PBST buffer solution was optimized to study the organic solvent tolerance of the antibody. The results showed that when the buffer contained a low concentration of acetonitrile, the PBST buffer could not dissolve the MG well, resulting in a higher IC<sub>50</sub> value. When the acetonitrile content in the buffer was increased from 1 to 8%, the lowest IC<sub>50</sub> ratio was observed at 4% acetonitrile content. However, when the acetonitrile content in the buffer reached 8%, some of the antibodies were inactivated due to the high concentration of organic solvent. Therefore, the PBST buffer containing 4% acetonitrile was selected as the optimal buffer system condition. In summary, after a series of optimization, the IC-ELISA standard curve of MG was established under the optimal experimental conditions: as shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>, the IC<sub>50</sub> value of MG detected by IC-ELISA was 0.83&#x2009;ng/mL, and the linear ranges was 0.19&#x2013;3.52&#x2009;ng/mL, and IC<sub>10</sub> was 0.08&#x2009;ng/mL.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Standard curve for malachite green monoclonal antibody.</p>
</caption>
<graphic xlink:href="fsufs-08-1490750-g004.tif"/>
</fig>
</sec>
<sec id="sec16">
<label>3.5</label>
<title>Evaluation of antibody specificity</title>
<p>The specificity of the antibodies was evaluated using Malachite Green (MG), Leucomalachite Green (LMG), Crystal violet (CV), Leuco Crystal Violet (LCV), Einecs 284-783-6 (BG) and Leucobrilliant green (LBG) as structural analogs. As shown in <xref ref-type="table" rid="tab3">Table 3</xref>, the cross-reactivity of anti-MG mAb with other structural analogs was below 0.1. This indicates that the design of dimethylamino group effectively improves the selectivity of the antibody, and also proves that dimethylamino group is the key antigenic recognition epitope of malachite green, confirming the feasibility of our strategy. The antibody prepared in this study can be used to further develop highly sensitive and selective immunoassay methods (<xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Specificity of the anti-MG mAb.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" char="&#x00D7;">Analyst</th>
<th align="char" valign="top" char="&#x00D7;">Structure</th>
<th align="char" valign="top" char="&#x00D7;">IC<sub>50</sub> (ng/mL)</th>
<th align="char" valign="top" char="&#x00D7;">CR (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Malachite Green</td>
<td align="center" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i006.tif"/>
</td>
<td align="center" valign="middle">0.83</td>
<td align="center" valign="middle">100</td>
</tr>
<tr>
<td align="left" valign="middle">Leucomalachite Green</td>
<td align="center" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i007.tif"/>
</td>
<td align="center" valign="middle">&#x003E;10,000</td>
<td align="center" valign="middle">&#x003C;0.1</td>
</tr>
<tr>
<td align="left" valign="middle">Leuco Crystal Violet</td>
<td align="center" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i008.tif"/>
</td>
<td align="center" valign="middle">&#x003E;10,000</td>
<td align="center" valign="middle">&#x003C;0.1</td>
</tr>
<tr>
<td align="left" valign="middle">Crystal violet</td>
<td align="center" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i009.tif"/>
</td>
<td align="center" valign="middle">&#x003E;10,000</td>
<td align="center" valign="middle">&#x003C;0.1</td>
</tr>
<tr>
<td align="left" valign="middle">Solvent Green 1</td>
<td align="center" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i010.tif"/>
</td>
<td align="center" valign="middle">&#x003E;10,000</td>
<td align="center" valign="middle">&#x003C;0.1</td>
</tr>
<tr>
<td align="left" valign="middle">Leucobrilliant green</td>
<td align="center" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i011.tif"/>
</td>
<td align="center" valign="middle">&#x003E;10,000</td>
<td align="center" valign="middle">&#x003C;0.1</td>
</tr>
<tr>
<td align="left" valign="middle">Einecs 284-783-6</td>
<td align="center" valign="middle">
<inline-graphic xlink:href="fsufs-08-1490750-i012.tif"/>
</td>
<td align="center" valign="middle">&#x003E;10,000</td>
<td align="center" valign="middle">&#x003C;0.1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusions" id="sec17">
<label>4</label>
<title>Conclusion</title>
<p>In this study, two hapten were designed and synthesized, and computer simulations demonstrated that the spacer arm position of MG significantly affects the recognition of MG by the mAb. High-quality mAbs were subsequently prepared using these hapten, showing an IC<sub>50</sub> value of 0.83&#x2009;ng/mL, a detection limit (IC<sub>10</sub>) of 0.08&#x2009;ng/mL, and a linear range of 0.19&#x2013;3.52&#x2009;ng/mL. This study presents a novel strategy for designing MG hapten, with great potential for application in immunoassay methods.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec18">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec19">
<title>Ethics statement</title>
<p>Animal experiments strictly adhere to the guidelines of Chinese laws and regulations, the studies involving animals were reviewed and approved by the Animal Ethics Committee of South China Agricultural University.</p>
</sec>
<sec sec-type="author-contributions" id="sec20">
<title>Author contributions</title>
<p>M-FW: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NX: Writing &#x2013; original draft. SL: Writing &#x2013; review &#x0026; editing. Y-LH: Writing &#x2013; original draft. M-HW: Writing &#x2013; review &#x0026; editing. J-DL: Writing &#x2013; original draft. R-SC: Writing &#x2013; original draft. W-MX: Writing &#x2013; review &#x0026; editing. Y-JL: Writing &#x2013; review &#x0026; editing. H-TL: Writing &#x2013; review &#x0026; editing. X-AH: Writing &#x2013; review &#x0026; editing. Z-LX: Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec21">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work was supported by GuangDong Basic and Applied Basic Research Foundation (2020A1515110332), Research Platform and Projects of Guangdong Provincial Department of Education in 2023 (20232023ZDZX4117).</p>
</sec>
<sec sec-type="COI-statement" id="sec22">
<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="sec23">
<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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