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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2023.1067554</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Visual and rapid identification of <italic>Chlamydia trachomatis</italic> and <italic>Neisseria gonorrhoeae</italic> using multiplex loop-mediated isothermal amplification and a gold nanoparticle-based lateral flow biosensor</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname><given-names>Xu</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="fn001"><sup>*</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/818941"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname><given-names>Qingxue</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1399652"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yuan</surname><given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shi</surname><given-names>Yuanfang</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Dong</surname><given-names>Shilei</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/625683"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Luo</surname><given-names>Xinhua</given-names>
</name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>The Second Clinical College, Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Clinical Medical Laboratory of the Second Affiliated Hospital, Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Clinical Laboratory, Hangzhou Women&#x2019;s Hospital</institution>, <addr-line>Hangzhou, Zhejiang</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Quality Control, Guizhou Provincial Center for Clinical Laboratory</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Clinical Laboratory, Zhejiang Hospital</institution>, <addr-line>Hangzhou, Zhejiang</addr-line>, <country>China</country></aff>
<aff id="aff6"><sup>6</sup><institution>Department of Infectious Disease, Guizhou Provincial People&#x2019;s Hospital</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Hongchao Gou, Guangdong Academy of Agricultural Sciences, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Yan Han, Chinese Academy of Medical Sciences and Peking Union Medical College, China; Qijie Lin, South China Agricultural University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xinhua Luo, <email xlink:href="mailto:luoxh09@163.com">luoxh09@163.com</email>; Shilei Dong, <email xlink:href="mailto:dsl166@126.com">dsl166@126.com</email>; Xu Chen, <email xlink:href="mailto:xuchen1220@126.com">xuchen1220@126.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Clinical Microbiology, a section of the journal Frontiers in Cellular and Infection Microbiology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1067554</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Chen, Zhou, Yuan, Shi, Dong and Luo</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Chen, Zhou, Yuan, Shi, Dong and Luo</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>Sexually transmitted chlamydia and gonorrhea infections caused by the bacteria <italic>Chlamydia trachomatis</italic> and <italic>Neisseria gonorrhoeae</italic> remain a major public health concern worldwide, particularly in less developed nations. It is crucial to use a point of care (POC) diagnostic method that is quick, specific, sensitive, and user-friendly to treat and control these infections effectively. Here, a novel molecular diagnostic assay, combining multiplex loop-mediated isothermal amplification (mLAMP) with a visual gold nanoparticles-based lateral flow biosensor (AuNPs-LFB) was devised and used for highly specific, sensitive, rapid, visual, and easy identification of <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>. Two unique independent primer pairs were successful designed against the <italic>ompA</italic> and <italic>orf1</italic> genes of <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>, respectively. The optimal mLAMP-AuNPs-LFB reaction conditions were determined to be 67&#xb0;C for 35&#xa0;min. The detection procedure, involving crude genomic DNA extraction (~5 min), LAMP amplification (35&#xa0;min), and visual results interpretation (&lt;2&#xa0;min), can be completed within 45&#xa0;min. Our assay has a detection limit of 50 copies per test, and we did not observe any cross-reactivity with any other bacteria in our testing. Hence, our mLAMP-AuNPs-LFB assay can potentially be used for POC testing to detect <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> in clinical settings, particularly in underdeveloped regions.</p>
</abstract>
<kwd-group>
<kwd><italic>Chlamydia trachomatis</italic>
</kwd>
<kwd><italic>Neisseria gonorrhoeae</italic>
</kwd>
<kwd>loop-mediated isothermal amplification</kwd>
<kwd>gold nanoparticle-based lateral flow biosensor</kwd>
<kwd>point-of-care testing</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="42"/>
<page-count count="12"/>
<word-count count="5988"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Sexually transmitted infections (STIs) are a major global public health concern and a cause of serious genital and reproductive morbidity and mortality, especially in underdeveloped regions (<xref ref-type="bibr" rid="B23">Kojima and Klausner, 2021</xref>;<xref ref-type="bibr" rid="B34">Tsevat et&#xa0;al., 2017</xref>). <italic>Chlamydia trachomatis</italic> and <italic>Neisseria gonorrhoeae</italic> are the two most common pathogens responsible for STIs, with around 130 and 87 million new cases annually worldwide, respectively, according to the World Health Organization (WHO) (<xref ref-type="bibr" rid="B40">World Health Organization, 2016</xref>; <xref ref-type="bibr" rid="B29">Rowley et&#xa0;al., 2019</xref>). Both infections are mainly asymptomatic, but if left untreated, they can lead to many severe complications (<xref ref-type="bibr" rid="B14">Foschi et&#xa0;al., 2020</xref>). They are strongly associated with orchitis, prostatitis, epididymitis, and urethritis in males (<xref ref-type="bibr" rid="B39">Wilkinson et&#xa0;al., 2021</xref>). Infections may result in pelvic inflammatory illness, salpingitis, ectopic pregnancy, and infertility in females (<xref ref-type="bibr" rid="B35">Uprety and Cardenas, 2019</xref>;<xref ref-type="bibr" rid="B17">Herzog et&#xa0;al., 2012</xref>). Fetal infection, premature delivery, stillbirth, low birth weight, and miscarriage can arise during pregnancy with infected mothers (<xref ref-type="bibr" rid="B15">Gaydos et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B26">Niles et&#xa0;al., 2021</xref>). Furthermore, <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> are associated with a higher risk of human immunodeficiency virus infections (<xref ref-type="bibr" rid="B34">Tsevat et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Goulart et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Wilkinson et&#xa0;al., 2021</xref>). Therefore, developing point-of-care (POC) diagnostic instruments that are fast, sensitive, specific, and easily understandable is crucial to treat and contain these infections.</p>
<p>Loop-mediated isothermal amplification (LAMP) is an intriguing alternative to the polymerase chain reaction (PCR) and PCR-related technologies for POC nucleic acid testing (<xref ref-type="bibr" rid="B4">Augustine et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B7">Chaouch, 2021</xref>). Strong target gene amplification is achieved by performing nucleic acid isothermal amplification at a fixed temperature (58&#xb0;C&#x2013;69&#xb0;C) for 30&#x2013;60 min using <italic>Bacillus stearothermophilus</italic> (<italic>Bst</italic>) DNA polymerase with strand-displacement activity (<xref ref-type="bibr" rid="B27">Notomi et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B30">Shang et&#xa0;al., 2020</xref>). Two outside primers (F3 and B3), two interior primers (FIP and BIP), and two loop primers (LF and LB) are designed to span eight different target fragment areas to amplify target gene sequences (<xref ref-type="bibr" rid="B36">Varona and Anderson, 2021</xref>). The LAMP method has previously been used for the immediate, specific, sensitive, and affordable detection of pathogens such as the severe acute respiratory syndrome coronavirus 2, Zika virus, and human papillomavirus (<xref ref-type="bibr" rid="B31">Silva et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B20">Janikova et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B37">Vo and Story, 2021</xref>). Meanwhile, the LAMP has already been used to identify <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>. Choopara et&#xa0;al. and Somboonna et&#xa0;al. combined LAMP with hydroxynaphthol blue for visual detection of <italic>C. trachomatis</italic> by the naked eye (<xref ref-type="bibr" rid="B10">Choopara et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Somboonna and Choopara, 2019</xref>). Liu et&#xa0;al. combined LAMP with fluorescence dye for visual identification of <italic>N. gonorrhoeae</italic> by the naked eye (<xref ref-type="bibr" rid="B24">Liu et&#xa0;al., 2017</xref>). However, the results of each assay were ambiguous when the LAMP product concentration was low, and is inadequate for simultaneously detecting two target genes in a single test. Eboigbodin et&#xa0;al. combined LAMP with fluorescence reader for simultaneously detection of <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> (<xref ref-type="bibr" rid="B12">Eboigbodin, 2019</xref>). However, this assay requires expensive equipments.</p>
<p>In order to overcome these shortcomings, the paper- and gold nanoparticle (AuNPs)-based lateral flow biosensor (LFB) platform is designed and widely recognized as an ideal POC diagnostic testing method due to its high reliability, selectivity, accuracy, minimal maintenance, prolonged stability, and limit of detection (LoD) (<xref ref-type="bibr" rid="B28">Quesada-Gonz&#xe1;lez and Merko&#xe7;i, 2015</xref>;<xref ref-type="bibr" rid="B21">Kim et&#xa0;al., 2019</xref>). Recent advances in using AuNPs as biosensors have enabled AuNPs-LFBs to identify various biomarkers, including proteins, nucleic acids, and even entire cells (<xref ref-type="bibr" rid="B22">Koczula and Gallotta, 2016</xref>; <xref ref-type="bibr" rid="B38">Wang et&#xa0;al., 2021</xref>). Based on these features, AuNPs-LFBs are already widely used in biomedicine, agriculture, food safety, and environmental sciences (<xref ref-type="bibr" rid="B3">Aldewachi et&#xa0;al., 2017</xref>).In this study, multiplex LAMP (mLAMP) was combined with an AuNPs-based LFB (mLAMP-AuNPs-LFB) to rapidly, simply, and visually identify <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> by targeting their <italic>ompA</italic> and <italic>orf1</italic> genes, respectively (<xref ref-type="bibr" rid="B13">Edwards et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B33">Somboonna et&#xa0;al., 2018</xref>). Both genes showed no homology to other microbial genomes in BLAST searches of the GenBank database. The mLAMP-AuNPs-LFB assay principle and workflow are shown in <xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1</bold></xref>, <xref ref-type="fig" rid="f2"><bold>2</bold></xref>, respectively. Its feasibility was confirmed using clinical genital secretion samples from patients. This assay can be completed within 45&#xa0;min without any expensive facilities. Therefore, the mLAMP-AuNPs-LFB assay appears promising for POC testing to identify <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>, particularly in situations with limited diagnostic tools.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>mLAMP-AuNPs-LFB assay workflow The mLAMP-AuNPs-LFB assay&#x2019;s workflow includes genomic DNA extraction (5&#xa0;min), mLAMP reaction (35&#xa0;min), and AuNPs-LFB visual readout (&lt;2&#xa0;min) and can be completed within 45&#xa0;min.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1067554-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Schematic diagram showing AuNPs-LFB principles for visual mLAMP amplification product interpretation <bold>(A)</bold> mLAMP amplification products (0.5 &#x3bc;L) and running buffer (100 &#x3bc;L) were simultaneously added to the sample pad. <bold>(B)</bold> The running buffer containing the mLAMP products moves forward onto the conjugate pad and nitrocellulose membrane by capillary action. SA-AuNPss are hydrated, rapidly released, and combined with <italic>C</italic>. <italic>trachomatis</italic> or <italic>N. gonorrhoeae</italic> LAMP products at the conjugate pad. <bold>(C)</bold> FAM/biotin-labeled <italic>C</italic>. <italic>trachomatis</italic> LAMP products are captured by anti-FAM at TL1, Dig/biotin-labeled <italic>N. gonorrhoeae</italic> LAMP products are captured by anti-Dig at TL2, and SA-AuNPs are captured by biotin-BSA at the CL. <bold>(D)</bold> Interpretation of the mLAMP-AuNPs-LFB assay. <italic>C</italic>. <italic>trachomatis</italic> positive results are indicated by CL and TL1 bands on the AuNPs-LFB, <italic>N. gonorrhoeae</italic> positive results are indicated by CL and TL2 bands on the AuNPs-LFB, and <italic>C</italic>. <italic>trachomatis</italic> and <italic>N. gonorrhoeae</italic> positive results are indicated by TL1, TL2, and CL bands on the AuNPs-LFB. Negative results are indicated when only the CL band appears on the AuNPs-LFB. Key: CL, control line; TL1, test line one; TL2, test line two; CT, <italic>C</italic>. <italic>trachomatis</italic>; NG, <italic>N. gonorrhoeae</italic>; NC, nitrocellulose membrane.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1067554-g002.tif"/>
</fig>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Reagents</title>
<p>We obtained AuNPs-based LFB materials, including biotinylated bovine serum albumin (biotin-BSA; 4 mg/mL), a rabbit anti-fluorescein antibody (anti-FAM; 0.2 mg/mL), and a sheep anti-digoxigenin antibody (anti-Dig; 0.25 mg/mL) from Abcam Co., Ltd. (Shanghai, China), and crimson red dye streptavidin-coated AuNPs (SA-AuNPs; 40 &#xb1; 5 nm, 10 mg/mL, 100 mM borate [pH 8.5] with 0.1% BSA, 0.05% Tween 20, and 10 mM ethylenediaminetetraacetic acid) from Bangs Laboratories Inc. (Fishers, IN, USA). Four LFB components (sample, conjugate, absorption pads, and nitrocellulose membranes) were manufactured and laminated on plastic adhesive backing by HuiDeXin Biotech. Co., Ltd. (Tianjin, China) according to our design scheme (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). Nucleic acid releasers were obtained from BaiAoLaiBo Technique Ltd. (Beijing, China). Universal isothermal amplification kits and the colorimetric indicator, malachite green (MG), were obtained from HuiDeXin Biotech. Co., Ltd. (Tianjin, China). Commercial PCR diagnostic kits for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> were obtained from DaAn Gene Co., Ltd. (Guangzhou, China).</p>
</sec>
<sec id="s2_2">
<title>Preparing target DNA and clinical samples</title>
<p>Full-length <italic>ompA</italic> sequences from 14&#xa0;C<italic>. trachomatis</italic> serological variants (A-K and L1-L3; GenBank accession numbers JX548318.1, JX559518.1, JX559519.1, KP164991.1, JX559522.1, JX564244.1, JX564245.1, JX564246.1, JX564247.1, JX648604.1, JX564248.1, JX569832.1, KP120855.1, and JX569834.1) and the <italic>N. gonorrhoeae orf1</italic> gene (M84113.1) were synthetically produced and cloned into the pUC57 vector. The basal concentration of all plasmids was 1&#xd7;10<sup>8</sup> copies. The synthesized plasmids were used as positive controls.</p>
<p>Participants at the Hangzhou Women&#x2019;s Hospital provided 146 vaginal discharge samples for examination between August 2021 and March 2022 that were believed to include STIs caused by <italic>C. trachomatis</italic> and/or <italic>N. gonorrhoeae</italic>. Nucleic acid-releasing agents were used to extract crude genomic DNA according to the manufacturer&#x2019;s guidelines. Briefly, a sample was incubated with 100 &#x3bc;l of a nucleic acid releasing agent for 5&#xa0;min. The resulting supernatant was used as a template for LAMP amplification. The quantities of genomic DNA were calculated using the 260/280 nm absorbance ratio using a Nano-Drop ND 2000 instrument (Thermo Fisher Scientific; Waltham, MA, USA). Other microorganisms investigated in this study are listed in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Microbial strains used in this study.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">No.</th>
<th valign="middle" rowspan="2" align="left">Pathogen</th>
<th valign="middle" rowspan="2" align="left">Source of strains<sup>a</sup>
</th>
<th valign="middle" rowspan="2" align="center">No. of strains</th>
<th valign="middle" colspan="2" align="center">mLAMP-AuNPs-LFB result<sup>b</sup>
</th>
</tr>
<tr>
<th valign="middle" align="center"><italic>C. trachomatis</italic>
</th>
<th valign="middle" align="center"><italic>N. gonorrhoeae</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">1</td>
<td valign="middle" align="left"><italic>C. trachomatis</italic> serovar A-K, L1-L3 <italic>ompA</italic>-plasmids</td>
<td valign="middle" align="left">Tsingke Biotech (Beijing, China)</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">P</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">2</td>
<td valign="middle" align="left"><italic>C. trachomatis</italic> (clinical samples)</td>
<td valign="middle" align="left">Hangzhou Women&#x2019;s Hospital</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">P</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">3</td>
<td valign="middle" align="left"><italic>N. gonorrhoeae orf1</italic>-plasmids</td>
<td valign="middle" align="left">Tsingke Biotech (Beijing, China)</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">P</td>
</tr>
<tr>
<td valign="middle" align="left">4</td>
<td valign="middle" align="left"><italic>N. gonorrhoeae</italic> (reference strain)</td>
<td valign="middle" align="left">ATCC 49926</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">P</td>
</tr>
<tr>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left"><italic>N. gonorrhoeae</italic> (clinical samples)</td>
<td valign="middle" align="left">Hangzhou Women&#x2019;s Hospital</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">P</td>
</tr>
<tr>
<td valign="middle" align="left">6</td>
<td valign="middle" align="left"><italic>C. trachomatis and N. gonorrhoeae</italic> (clinical samples)</td>
<td valign="middle" align="left">Hangzhou Women&#x2019;s Hospital</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">P</td>
<td valign="middle" align="center">P</td>
</tr>
<tr>
<td valign="middle" align="left">7</td>
<td valign="middle" align="left"><italic>Neisseria meningitides</italic>
</td>
<td valign="middle" align="left">Hangzhou Women&#x2019;s Hospital</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">8</td>
<td valign="middle" align="left"><italic>Ureaplasma urealyticum</italic>
</td>
<td valign="middle" align="left">Hangzhou Women&#x2019;s Hospital</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">9</td>
<td valign="middle" align="left"><italic>Escherichia coli</italic>
</td>
<td valign="middle" align="left">2<sup>nd</sup> GZUTCM</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left"><italic>Staphylococcus aureus</italic>
</td>
<td valign="middle" align="left">2<sup>nd</sup> GZUTCM</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">11</td>
<td valign="middle" align="left">Human papilloma virus</td>
<td valign="middle" align="left">GZCCL</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">12</td>
<td valign="middle" align="left"><italic>Mycoplasma pneumoniae</italic>
</td>
<td valign="middle" align="left">Zhejiang Hospital</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">13</td>
<td valign="middle" align="left"><italic>Haemophilus influenza</italic>
</td>
<td valign="middle" align="left">ATCC49247</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">14</td>
<td valign="middle" align="left"><italic>Streptococcus pyogenes</italic>
</td>
<td valign="middle" align="left">2<sup>nd</sup> GZUTCM</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">15</td>
<td valign="middle" align="left">Human enterovirus EV71</td>
<td valign="middle" align="left">GZCCL</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">16</td>
<td valign="middle" align="left">Coxsackie virus CAV16</td>
<td valign="middle" align="left">GZCCL</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">17</td>
<td valign="middle" align="left"><italic>Klebsiella pneumoniae</italic>
</td>
<td valign="middle" align="left">Zhejiang Hospital</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">18</td>
<td valign="middle" align="left"><italic>Pseudomonas aeruginosa</italic>
</td>
<td valign="middle" align="left">2<sup>nd</sup> GZUTCM</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">19</td>
<td valign="middle" align="left"><italic>Candida glabrata</italic>
</td>
<td valign="middle" align="left">2<sup>nd</sup> GZUTCM</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">20</td>
<td valign="middle" align="left"><italic>Cryptococcus neoformans</italic>
</td>
<td valign="middle" align="left">ATCC13690</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
<tr>
<td valign="middle" align="left">21</td>
<td valign="middle" align="left"><italic>Listeria monocytogenes</italic>
</td>
<td valign="middle" align="left">Zhejiang Hospital</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">N</td>
<td valign="middle" align="center">N</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p><sup>a</sup>ATCC, American Type Culture Collection; 2<sup>nd</sup> GZUTCM, the Second Affiliated Hospital, Guizhou University of Traditional Chinese Medicine; GZCCL, Guizhou Provincial Center for Clinical Laboratory. <sup>b</sup>P, Positive; N, Negative.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_3">
<title>AuNPs-based biosensor construction</title>
<p>
<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref> shows that the AuNPs-LFB, with dimensions of 60&#xa0;mm &#xd7; 4&#xa0;mm, is divided into four sections: the sample pad, the conjugate pad, the detection region (nitrocellulose membrane), and the absorption pad. SA-AuNPs containing crimson red dye are deposited on top of the conjugate pad. Rabbit anti-FAM (0.2 mg/mL), sheep anti-Dig (0.25 mg/mL), and biotin-BSA (4 mg/mL) are immobilized onto the nitrocellulose membrane of test 1 (TL1) and 2 (TL2) and control (CL) lines, respectively, which were separated by 5&#xa0;mm. Finally, the four separate parts are bonded together on a plastic card with an adhesive backing. The AuNPs-LFB was kept dry and at room temperature until used. The workflow of AuNPs-LFB assay as following, LAMP products and running buffer were added to the AuNPs-LFB sample pad concurrently. A capillary action carries the LAMP product-containing flowing buffer along the biosensor, rehydrating the SA-AuNPs immobilized in crimson red dye. Biotin-BSA was used to capture SA-AuNPs at the CL. Anti-FAM was used to capture FAM/biotin-labeled <italic>C. trachomatis</italic>-LAMP products at TL1. Anti-Dig was used to capture Dig/biotin-labeled <italic>N. gonorrhoeae</italic>-LAMP amplicons at the TL2. The purpose of control line (CL) is to monitor whether the AuNPs-LFB test is valid. The CL band must be shown in each test. When the CL brand is not appeared, indicating the test is invalid.</p>
</sec>
<sec id="s2_4">
<title>LAMP primer design</title>
<p>Two LAMP primer sets were created based on the <italic>ompA</italic> and <italic>orf1</italic> target genes to detect <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>, respectively. The <italic>ompA</italic> genes from 14 different <italic>C. trachomatis</italic> serological variations (serovars A, B, C, D, E, F, G, H, I, J, K, L1, L2, and L3) were aligned using the MEGA-X software (<ext-link ext-link-type="uri" xlink:href="https://www.megasoftware.net/">https://www.megasoftware.net/</ext-link>) (<xref ref-type="supplementary-material" rid="SF1"><bold>Supplementary Figure S1</bold></xref>). Conserved sequences were used for <italic>C. trachomatis</italic> LAMP primer design with the Primer Explorer v.5 (<ext-link ext-link-type="uri" xlink:href="http://primerexplorer.jp/e/">http://primerexplorer.jp/e/</ext-link>) and Primer Premier v.5.0 software. Primer pair specificity was confirmed using the BLAST analysis tool. <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref> lists the primer sequences and alterations, and <xref ref-type="supplementary-material" rid="SF1"><bold>Supplementary Figure S1</bold></xref> shows the primer locations. All primers were produced and purified <italic>via</italic> high-performance liquid chromatography by The TsingKe Biotechnology Company (Beijing, China).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The mLAMP-AuNPs-LFB primers used in this study.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Primer name</th>
<th valign="middle" align="left">Sequence and modifications</th>
<th valign="middle" align="center">Length</th>
<th valign="middle" align="center">Gene</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">F3</td>
<td valign="middle" align="left">5&#x2032;-AGT(A/G)TTTGCCGCTTTGAGTTCT-3&#x2032;</td>
<td valign="middle" align="left">22 nt</td>
<td valign="middle" align="left"><italic>ompA</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">B3</td>
<td valign="middle" align="left">5&#x2032;-AAAC(A/G)CGGTCGAAAACAAAGTC-3&#x2032;</td>
<td valign="middle" align="left">22 nt</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">FIP*</td>
<td valign="middle" align="left">5&#x2032;-FAM-A(C/T)AGAATTCCGTCGATCATAAGGCTTTCCTCCTTGCAAGCTCTG-3&#x2032;</td>
<td valign="middle" align="left">44 mer</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">BIP</td>
<td valign="middle" align="left">5&#x2032;-GGAAGGTTT(C/T)GG(C/T)GGAGATCC(A/T)CC(A/G)TAGTAACC(A/C)A(C/T)(A/G)CGCATG-3&#x2032;</td>
<td valign="middle" align="left">43 mer</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">LF*</td>
<td valign="middle" align="left">5&#x2032;-Biotin-TCAGCAGGATTCCCCAC-3&#x2032;</td>
<td valign="middle" align="left">17 nt</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">LB</td>
<td valign="middle" align="left">5&#x2032;-GC(A/G)CCACTTGGTGTGAC-3&#x2032;</td>
<td valign="middle" align="left">17 nt</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">F3</td>
<td valign="middle" align="left">5&#x2032;-CGGTCAAAACCTGTTCGCA-3&#x2032;</td>
<td valign="middle" align="left">19 nt</td>
<td valign="top" align="left">o<italic>rf1</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">B3</td>
<td valign="middle" align="left">5&#x2032;-AGACGGGATACGGATGGAAG-3&#x2032;</td>
<td valign="middle" align="left">20 nt</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">FIP*</td>
<td valign="middle" align="left">5&#x2032;-Dig-ATCGCGTTCAGGGCTTTGGCGTCCGATACCGCGCTCTA-3&#x2032;</td>
<td valign="middle" align="left">38 mer</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">BIP</td>
<td valign="middle" align="left">5&#x2032;-ACCAACTCCTACAAACGCCTCGTTTGGCGGAATAGGCCAATT-3&#x2032;</td>
<td valign="middle" align="left">42 mer</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">LF*</td>
<td valign="middle" align="left">5&#x2032;-Biotin-TTGATGATGCCGCCGATG-3&#x2032;</td>
<td valign="middle" align="left">18 nt</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">LB</td>
<td valign="middle" align="left">5&#x2032;-CGCACTTTGAAGCACCGA-3&#x2032;</td>
<td valign="middle" align="left">18 nt</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>ompA-FIP*, 5&#x2032;-labeled with FAM, ompA-LF*,5&#x2032;-labeled with biotin, orf1-FIP*, 5&#x2032;-labeled with Dig, orf1-LF*,5&#x2032;-labeled with biotin, when used for the AuNP-LFB assay.</p>
</fn>
<fn>
<p>FAM, 6-carboxy-fluorescein; Dig digoxigenin; nt, nucleotide; mer, monomeric unit.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_5">
<title>LAMP reactions and detection</title>
<p>The single LAMP reactions for <italic>C. trachomatis</italic> or <italic>N. gonorrhoeae</italic> were performed in 25 &#x3bc;L reaction volumes. Each reaction contained 1 &#x3bc;L of each standard plasmid template (5 &#x3bc;L of the clinical sample template); 0.8 &#x3bc;M of F3, B3, LF, and LB; 1.6 &#x3bc;M of FIP and BIP; 1 &#x3bc;L of <italic>Bst</italic> 2.0 DNA polymerase (8 U); 12.5 &#x3bc;L of 2&#xd7; reaction buffer (2 M betaine, 16 mM magnesium sulfate, 40 mM potassium chloride, 20 mM ammonium sulfate, 40 mM Tris-hydrochloride [pH 8.8], and 0.2% Tween-20); 1 &#x3bc;L of the colorimetric indicator (MG); supplemented with double-distilled water (DW) to 25 &#x3bc;L.</p>
<p>The one-step mLAMP reaction was performed in a 25 &#x3bc;l reaction volume containing 1 &#x3bc;L of each standard plasmid template (5 &#x3bc;L of the clinical sample template); 0.3 &#x3bc;M of <italic>ompA</italic>-F3, <italic>ompA</italic>-B3, <italic>ompA</italic>-LF, and <italic>ompA</italic>-LB; 0.6 &#x3bc;M of <italic>ompA</italic>-FIP and <italic>ompA</italic>-BIP; 0.5 &#x3bc;M of <italic>orf1</italic>-F3, <italic>orf1</italic>-B3, <italic>orf1</italic>-LF, and <italic>orf1</italic>-LB; 1 &#x3bc;M each o<italic>rf1</italic>-FIP, and <italic>orf1</italic>-BIP; 12.5 &#x3bc;L of 2&#xd7;reaction buffer; 1 &#x3bc;L of <italic>Bst</italic> 2.0 DNA polymerase (8 U); 1 &#x3bc;L of the colorimetric indicator (MG); supplemented with DW to 25 &#x3bc;l in DW water. The reaction was performed in a heat-block or water bath at a constant temperature (conditions were optimized as outlined below).</p>
<p>Real-time turbidity LA-500 (Lumiprobe; Tokyo, Japan), visual detection reagents (MG), and the AuNPs-LFB were used to track the LAMP amplification products. A turbidity value of &gt;0.1 indicated a successful outcome. Reaction mixtures that turned bright green indicated a successful MG visual detection; a colorless reaction indicated a failed detection. CL and TL1 simultaneously appearing on the AuNPs-LFB indicated a positive <italic>C. trachomatis</italic>-LAMP result. CL and TL2 simultaneously appearing on the AuNPs-LFB indicated a positive <italic>N. gonorrhoeae</italic>-LAMP result. CL only appearing on the AuNPs-LFB indicated a negative result.</p>
</sec>
<sec id="s2_6">
<title>Assay condition optimization</title>
<p>The optimal mLAMP-AuNPs-LFB reaction temperature was determined by incubating the <italic>C. trachomatis</italic>-LAMP and <italic>N. gonorrhoeae</italic>-LAMP reactions at 62&#xb0;C to 69&#xb0;C (in 1&#xb0;C increments) and assessing their amplification results using real-time turbidity. Then, the incubation time was varied from 15 to 45&#xa0;min (in 10&#xa0;min increments) at the optimal reaction temperature with the amplification results detected by AuNPs-LFB. Each assay was performed in triplicate.</p>
</sec>
<sec id="s2_7">
<title>mLAMP-AuNPs-LFB assay sensitivity</title>
<p>Two conventional plasmids, the <italic>ompA</italic> and <italic>orf1</italic> plasmids, were produced and then serially diluted by a factor of ten to provide copy numbers ranging from 5.0&#xd7;10<sup>4</sup> to 5.0&#xd7;10<sup>-1</sup>. LAMP reactions were performed under optimum conditions, and the data were examined using MG and AuNPs-LFB.</p>
</sec>
<sec id="s2_8">
<title>mLAMP-AuNPs-LFB assay specificity</title>
<p>Synthetic nucleic acid sequences and bacterial, viral, and fungal nucleic acid templates were detected at &#x2265;1.0&#xd7;10<sup>4</sup> copies to assess the mLAMP-AuNPs-LFB assay&#x2019;s specificity (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). All assays were performed at least thrice, with DW serving as the negative control.</p>
</sec>
<sec id="s2_9">
<title>Feasibility of the mLAMP-AuNPs-LFB for clinical samples</title>
<p>Genital secretion samples were obtained from 146 women at the Hangzhou Women&#x2019;s Hospital who were believed to have STIs caused by <italic>C. trachomatis</italic> and/or <italic>N. gonorrhoeae</italic>. Genomic DNA templates were obtained rapidly using the Nucleic Acid Releasers Kit (BaiAoLaiBo Technique Ltd.) according to the manufacturer&#x2019;s guidelines. We compared the mLAMP-AuNPs-LFB assay to commercially available real-time TaqMan PCR Kits for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> (DaAn Gene Co., Ltd.; Guangzhou, China) on an Applied Biosystems&#x2122; 7500 Real-Time PCR System (Life Technologies; Singapore). The basis for determining the copy number of the samples according to the corresponding standard curve. <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> concentrations of &gt;500 copies were considered positive based on the manufacturer&#x2019;s recommendations. The Human Ethics Committee of Hangzhou Women&#x2019;s Hospital approved the lawful collection and analysis of these genomic DNA templates (approval no. [2021]-K[2]-8). The identification investigations were performed at biosafety level 2 based on the WHO Biosafety Manual (3<sup>rd</sup> Edition). The mLAMP-AuNPs-LFB data were compared with quantitative real-time PCR (qPCR) data.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>mLAMP-AuNPs-LFB assay system overview</title>
<p>A representative schematic and workflow of the mLAMP-AuNPs-LFB assay are shown in <xref ref-type="fig" rid="f1"><bold>Figures&#xa0;1</bold></xref>, <xref ref-type="fig" rid="f2"><bold>2</bold></xref>, respectively. Briefly, genomic DNA templates were rapidly extracted using nucleic acid releasers (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>, step 1). The <italic>ompA</italic>-FIP* and <italic>ompA</italic>-LF* primers were 5&#x2019;-labeled with fluorescein (FAM) and biotin, and <italic>orf1</italic>-FIP* and <italic>orf1</italic>-LF* with digoxigenin (Dig) and biotin. The <italic>ompA</italic>-LAMP products were labeled with FAM and biotin and the <italic>orf1</italic>-LAMP products with Dig and biotin after a 35&#xa0;min reaction at 67&#xb0;C (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>, step 2). Finally, the mLAMP products were visually monitored with an AuNPs-LFB within 2&#xa0;min (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>, step 3).</p>
<p>LAMP products (0.5 &#xb5;L) and running buffer (100 &#xb5;L; 100 mM phosphate-buffered saline with 1% Tween 20 [pH 7.4]) were added to the AuNPs-LFB sample pad concurrently (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>). A capillary action carries the LAMP product-containing flowing buffer along the biosensor, rehydrating the SA-AuNPs immobilized in crimson red dye (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>). Biotin-BSA was used to capture SA-AuNPs at the CL. Anti-FAM was used to capture FAM/biotin-labeled <italic>ompA</italic>-LAMP products at TL1. Anti-Dig was used to capture Dig/biotin-labeled <italic>orf1</italic>-LAMP amplicons at the TL2. The result is negative when only biotin-BSA captures the SA-AuNPs at the CL (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2C</bold></xref>). The interpretation of the mLAMP-AuNPs-LFB assay is outlined in <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2D</bold></xref>.</p>
</sec>
<sec id="s3_2">
<title>mLAMP-AuNPs-LFB assay confirmation</title>
<p>The <italic>ompA</italic>-, <italic>orf1</italic>-, or mLAMP-amplification mixes were incubated at a fixed temperature (65&#xb0;C) for 1&#xa0;h to confirm the reaction system with the two LAMP primer sets. Then, a visual detection reagent (MG) and the AuNPs-LFB were used to assess the <italic>ompA</italic>/<italic>orf1</italic> and mLAMP amplification results, respectively. DW was used as the negative control. While positive <italic>ompA</italic>-, <italic>orf1</italic>-, and mLAMP reactions changed from colorlessness to bright green, the negative control remained colorless (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). The co-appearance of crimson-red TL1 and CL bands with AuNPs-LFB detection indicated a positive <italic>ompA</italic>-LAMP result. The co-appearance of crimson-red TL2 and CL bands indicated a positive <italic>orf1</italic>-LAMP result. A positive mLAMP result was indicated by the simultaneous appearance of TL1, TL2, and CL bands in the AuNPs-LFB. In contrast, the negative control showed only a crimson red CL band (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>). In conclusion, our findings supported using both LAMP primer sets in the mLAMP reaction.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>mLAMP product confirmation and verification The mLAMP products were simultaneously identified using <bold>(A)</bold> malachite green and <bold>(B)</bold> the AuNPs-LFB. Tube/AuNPs-LFB 1 shows a positive <italic>C</italic>. <italic>trachomatis</italic> result. Tube/AuNPs-LFB 2 shows a positive <italic>N. gonorrhoeae</italic> result. Tube/AuNPs-LFB 3 shows a positive <italic>C</italic>. <italic>trachomatis</italic> and <italic>N. gonorrhoeae</italic> result. Tube/AuNPs-LFB 4 shows negative control (DW). Key: CL, control line; TL1, test line one; TL2, test line two; CT, <italic>C</italic>. <italic>trachomatis</italic>; NG, <italic>N. gonorrhoeae</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1067554-g003.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title><italic>ompA</italic>- and <italic>orf1</italic>-LAMP assay temperature optimization</title>
<p>Optimizing the incubation temperature for LAMP reactions is essential. Therefore, we used a standard plasmid copy number (1.0&#xd7;10<sup>4</sup>) to evaluate temperatures from 62&#xb0;C to 69&#xb0;C in 1&#xb0;C increments. The LAMP amplification results were tracked in real-time using turbidity measurements. The results indicated that robust <italic>ompA</italic>-LAMP amplification occurred at 66&#xb0;C to 69&#xb0;C and <italic>orf1</italic>-LAMP amplification at 67&#xb0;C to 69&#xb0;C (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). Therefore, 67&#xb0;C was the most suitable amplification temperature for our assay.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Temperature optimization for the (<italic>C</italic>) <italic>trachomatis</italic> and <italic>N. gonorrhoeae</italic> LAMP amplification LAMP amplifications for <bold>(A)</bold> <italic>C</italic>. <italic>trachomatis</italic> and <bold>(B)</bold> <italic>N. gonorrhoeae</italic> were monitored using real-time turbidity, and their corresponding amplicon curves are shown as graphs. A turbidity &gt;0.1 indicated a positive result. Eight kinetic graphs were obtained at different temperatures (62&#xb0;C&#x2013;69&#xb0;C in 1&#xb0;C increments) with 1&#xd7;10<sup>4</sup> target gene copies. Graphs <bold>e</bold> (66&#xb0;C) to <bold>h</bold> (69&#xb0;C) in <bold>(A)</bold> showed robust amplification. Graphs from <bold>f</bold> (67&#xb0;C) to <bold>h</bold> (69&#xb0;C) in <bold>(B)</bold> showed robust amplification.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1067554-g004.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>mLAMP-AuNPs-LFB assay sensitivity</title>
<p>Serial dilutions of nucleic acid templates (<italic>ompA</italic>- and <italic>orf1</italic>-plasmid constructs) with 5.0&#xd7;10<sup>4</sup> to 5.0&#xd7;10<sup>-1</sup> copies were used to determine the LoD of our assay. mLAMP reactions were performed as described above, and the results were visualized using MG and the AuNPs-LFB. The sensitivity of our assay was 50 copies per test for both the <italic>ompA</italic> (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5A, B</bold></xref>) and <italic>orf1</italic> (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5C, D</bold></xref>) plasmids. The two target genes were simultaneously detected and identified in a single reaction (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5E, F</bold></xref>). The mLAMP results using the AuNPs-LFB were consistent with the visual detection reagent (MG; <xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>). However, it should be noted that the visual detection method (MG) cannot discriminate target genes in a multiplex assay. The sensitivity of mLAMP-AuNPs-LFB was consistent with single <italic>ompA</italic> and <italic>orf1</italic> mLAMP-AuNPs-LFB assays (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Sensitivity analysis of the mLAMP-AuNPs-LFB assay with serial nucleic acid template dilutions Serial dilutions (5.0&#xd7;10<sup>4</sup>, 5.0&#xd7;10<sup>3</sup>, 5.0&#xd7;10<sup>2</sup>, 5.0&#xd7;10<sup>1</sup>, 5.0&#xd7;10<sup>0</sup>, and 5.0&#xd7;10<sup>-1</sup> copies) of <italic>C. trachomatis ompA</italic> and <italic>N. gonorrhoeae orf1</italic> plasmids were used as templates, and DW was used as the negative control. Results were simultaneously analyzed by visual reagent malachite green and the AuNPs-LFB. <bold>(A, B)</bold>: A sensitivity analysis of the <italic>C. trachomatis</italic> LAMP assay indicated its LoD was 50 copies per reaction. <bold>(C, D)</bold>: A sensitivity analysis of the <italic>N. gonorrhoeae</italic> LAMP assay indicated its LoD was 50 copies per reaction. <bold>(E, F)</bold>: A sensitivity analysis of the mLAMP assay for <italic>ompA</italic> and <italic>orf1</italic> indicated its LoD was 50 copies of the nucleic acid template per reaction. Key: CL, control line; TL1, test line one; TL2, test line two; CT, <italic>C. trachomatis</italic>; NG, <italic>N. gonorrhoeae</italic>; MG, malachite green.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1067554-g005.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>mLAMP-AuNPs-LFB assay reaction time optimization</title>
<p>Four assay reaction times (15, 25, 35, and 45&#xa0;min) were evaluated at 67&#xb0;C to determine the optimal reaction time for the LAMP amplification stage of the protocol. The AuNPs-LFB was used to determine the outcomes. A 35&#xa0;min LAMP reaction was found to be optimal at the genomic DNA template LoD (50 copies; <xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6</bold></xref>). Therefore, our assay&#x2019;s entire detection process can be completed within 45&#xa0;min: rapid genomic DNA preparation (5&#xa0;min), mLAMP amplification (35&#xa0;min), and visual outcome (&lt;2&#xa0;min).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Amplification time optimization for the mLAMP-AuNPs-LFB assay Four LAMP reaction times were evaluated at 67&#xb0;C: <bold>(A)</bold> 15&#xa0;min, <bold>(B)</bold> 25&#xa0;min, <bold>(C)</bold> 35&#xa0;min, and <bold>(D)</bold> 45&#xa0;min. AuNPs-LFBs 1&#x2013;7 represent nucleic acid template levels 5.0&#xd7;10<sup>4</sup>, 5.0&#xd7;10<sup>3</sup>, 5.0&#xd7;10<sup>2</sup>, 5.0&#xd7;10<sup>1</sup>, 5.0&#xd7;10<sup>0</sup>, and 5.0&#xd7;10<sup>-1</sup> copies and negative control (DW), respectively. Results were analyzed using AuNPs-LFBs. The optimal LoD occurred with a 35&#xa0;min reaction time <bold>(C)</bold>. Key: CL, control line; TL1, test line one; TL2, test line two.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1067554-g006.tif"/>
</fig>
</sec>
<sec id="s3_6">
<title>mLAMP-AuNPs-LFB assay specificity</title>
<p>Our assay&#x2019;s specificity was evaluated using <italic>C. trachomatis ompA</italic> plasmids (serovars A, B, C, D, E, F, G, H, I, G, K, L1, L2, and L3), an <italic>N. gonorrhoeae orf1</italic> plasmid, positive <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> clinical samples (confirmed by qPCR), and 15 other pathogens (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). Both <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> strains&#x2019; genomic DNA extractions were successful. Positive <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> results were indicated by the presence of three red bands (TL1, TL2, and CL) on the AuNPs-LFB. <italic>C. trachomatis</italic> isolates caused TL1 and CL bands on the AuNPs-LFB, indicating success. <italic>N. gonorrhoeae</italic> strains caused TL2 and CL bands on the AuNPs-LFB, indicating success. All other pathogens and control groups examined returned negative results (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>). Therefore, our assay could distinguish between <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> strains.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>mLAMP-AuNPs-LFB assay specificity with different strains Assay specificity was evaluated using different nucleic acid templates. Amplification products were tested using AuNPs-LFBs: 1&#x2013;14, <italic>C. trachomatis</italic> serovars A, B, C, D, E, F, G, H, I, J, K, L1, L2, and L3 <italic>ompA</italic> plasmids; 15&#x2013;20, <italic>C. trachomatis</italic> clinical samples; 21, <italic>N. gonorrhoeae orf1</italic> plasmids; 22, <italic>N. gonorrhoeae</italic> reference strain ATCC 49926; 23&#x2013;28, <italic>N. gonorrhoeae</italic> clinical samples; 29&#x2013;34, <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> clinical samples; 35, <italic>Neisseria meningitides</italic>; 36, <italic>Ureaplasma urealyticum</italic>; 37, <italic>Escherichia coli</italic>; 38, <italic>Staphylococcus aureus</italic>; 39, human papillomavirus; 40, <italic>Mycoplasma pneumonia</italic>; 41, <italic>Haemophilus influenza</italic>; 42, <italic>Streptococcus pyogenes</italic>; 43, human enterovirus EV71; 44, Coxsackie virus CAV16; 45, <italic>Klebsiella pneumoniae</italic>; 46, <italic>Pseudomonas aeruginosa</italic>;47, <italic>Candida glabrata</italic>; 48, <italic>Cryptococcus neoformans</italic>; 49, <italic>Listeria monocytogenes</italic>; 50, negative control (DW). Key: CL, control line; TL, test line.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-13-1067554-g007.tif"/>
</fig>
</sec>
<sec id="s3_7">
<title>Evaluation of mLAMP-AuNPs-LFB assay with clinical samples</title>
<p>We further evaluated the clinical feasibility of our mLAMP-AuNPs-LFB assay for accurately identifying <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> with 146 suspected <italic>C. trachomatis</italic> and/or <italic>N. gonorrhoeae</italic> genital secretion samples examined using qPCR and our assay. Forty-eight of the 146 samples were qPCR-confirmed (&gt;500 copies) as <italic>C. trachomatis</italic>-positive, 29 as <italic>N. gonorrhoeae</italic>-positive, and six as <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> co-infections. All <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> positive samples were confirmed by our mLAMP-AuNPs-LFB assay. In addition, three <italic>C. trachomatis</italic>-negative and one <italic>N. gonorrhoeae</italic>-negative samples (genomic DNA concentrations of 100&#x2013;500 copies) were positive with our mLAMP-AuNPs-LFB assay (<xref ref-type="table" rid="T3"><bold>Table&#xa0;3</bold></xref> and <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Our assay&#x2019;s positive results with these four discordant samples were confirmed by PCR amplification and DNA sequencing (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Therefore, these data indicate that our assay can function as an advanced clinical diagnostic tool for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Comparing <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> levels in clinical samples using our mLAMP-AuNPs-LFB assay and qPCR method.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Detection method</th>
<th valign="middle" colspan="4" align="center">Clinical samples (n=146)</th>
</tr>
<tr>
<th valign="middle" align="center">CT positive</th>
<th valign="middle" align="center">NG positive</th>
<th valign="middle" align="center">CT and NG positive</th>
<th valign="middle" align="center">Negative</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">qPCR</td>
<td valign="middle" align="center">48<break/>(&gt; 500 copies)</td>
<td valign="middle" align="center">29<break/>(&gt; 500 copies)</td>
<td valign="middle" align="center">6<break/>(&gt; 500 copies)</td>
<td valign="middle" align="left">63<break/>(59, undetected; 3, the concentrations of <italic>C. trachomatis</italic> range from 100 to 500 copies; 1, the concentrations of <italic>N. gonorrhoeae</italic> range feom 100 to 500 copies</td>
</tr>
<tr>
<td valign="middle" align="left">mLAMP-AuNPs-LFB</td>
<td valign="middle" align="center">51</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="left">59</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CT, C. trachomatis; NG, N. gonorrhoeae.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>This study successfully developed and tested a novel mLAMP-AuNPs-LFB POC testing platform to identify <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>. It uses mLAMP for <italic>ompA</italic> and <italic>orf1</italic> amplification, followed by a visual AuNPs-LFB readout. It was used to test genital secretion samples from individuals with suspected STIs caused by <italic>C. trachomatis</italic> and/or <italic>N. gonorrhoeae</italic>, and its results were compared to a commercial qPCR assay.</p>
<p>Various laboratory diagnostic approaches have recently been used to test chlamydia and gonorrhea and have changed considerably (<xref ref-type="bibr" rid="B35">Uprety and Cardenas, 2019</xref>;<xref ref-type="bibr" rid="B2">Adamson et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B1">Adamson and Klausner, 2022</xref>). Cultivation was considered the initial gold standard for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> identification (<xref ref-type="bibr" rid="B6">Centers for Disease Control and Prevention, 2014</xref>). However, both pathogens are fastidious and require stringent transport and culture conditions (<xref ref-type="bibr" rid="B6">Centers for Disease Control and Prevention, 2014</xref>). Furthermore, culture methods for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> isolation are difficult to standardize, are labor-intensive, have long turnaround times (48&#x2013;72 h), require experienced analysts, and have relatively low sensitivity (<xref ref-type="bibr" rid="B12">Eboigbodin, 2019</xref>; <xref ref-type="bibr" rid="B42">Zhai et&#xa0;al., 2021</xref>). Serologic tests are not recommended because they lack precision for identifying active infections (<xref ref-type="bibr" rid="B6">Centers for Disease Control and Prevention, 2014</xref>). Nucleic acid amplification tests (NAATs) are currently recommended for diagnosing <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> infections due to their high specificity and sensitivity and ease of sample transport and storage (<xref ref-type="bibr" rid="B2">Adamson et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B19">Inoue et&#xa0;al., 2021</xref>). Inoue et&#xa0;al. used multiplex PCR to simultaneously detect <italic>N. gonorrhoeae</italic> and <italic>C. trachomatis</italic> and identified 100 copies within 30&#xa0;min (<xref ref-type="bibr" rid="B19">Inoue et&#xa0;al., 2021</xref>). While NAATs have improved STI diagnostic ability, they require expensive thermal cyclers and specific laboratory infrastructure, limiting accessibility in low- and middle-income countries. Our mLAMP-AuNPs-LFB POC assay only needs simple facilities and basic equipment, such as a water bath, heating block, or even a thermos cup, that can maintain reactions at 67&#xb0;C for 30&#xa0;min to perform the LAMP amplification step. Then, the outcomes can be visually interpreted using the AuNPs-LFB. The <italic>Bst</italic> DNA polymerase used in the LAMP reaction has fewer inhibitors than the <italic>Taq</italic> DNA polymerase used in traditional PCR. Therefore, crude genomic DNA is sufficient for LAMP amplification (<xref ref-type="bibr" rid="B33">Somboonna et&#xa0;al., 2018</xref>). Consequently, our mLAMP-AuNPs-LFB assay, which comprises crude genomic DNA extraction (~5 min), LAMP amplification (35&#xa0;min), and visual result interpretation (&lt;2&#xa0;min), can be completed within 45&#xa0;min.</p>
<p>Isothermal amplification technologies, such as recombinase polymerase (RPA) and cross-priming (CPA) amplification, have also been used to identify <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>. Zhai et&#xa0;al. used multiplex RPA to detect <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> and identified 200 copies per test within 25&#xa0;min (<xref ref-type="bibr" rid="B42">Zhai et&#xa0;al., 2021</xref>). Yu et&#xa0;al. used multiplex CPA and detected 45 and 65 copies per test for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>, respectively, within 1.5&#xa0;h (<xref ref-type="bibr" rid="B41">Yu et&#xa0;al., 2016</xref>).</p>
<p>This study used LAMP to pre-amplify the target genes, rapidly and robustly amplifying DNA amplicons at a constant temperature and providing 100-fold greater detection capability than traditional PCR (<xref ref-type="bibr" rid="B27">Notomi et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B5">Avendano and Patarroyo, 2020</xref>). Extremely specific amplicons are generated in the LAMP amplification system using the <italic>Bst</italic> DNA polymerase with four or six primer sets that span 6 or 8 unique sections of the target sequence (<xref ref-type="bibr" rid="B27">Notomi et&#xa0;al., 2000</xref>). The primer set includes forward and reverse outer (F3 and B3) and inner (FIP and BIP) primers; the four primers are usually sufficient for amplification. The reaction&#x2019;s efficiency and specificity can be improved by incorporating two extra loop primers (LF and LB) into the LAMP reaction (<xref ref-type="bibr" rid="B25">McGinnis et&#xa0;al., 2021</xref>). We have previously used LAMP to detect <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>, respectively, with an LoD as low as 50 copies per test (<xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2022</xref>). However, it was inadequate for simultaneously detecting these two important pathogens in a single test.</p>
<p>This study used the mLAMP method to simultaneously pre-amplify two target genes for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic>. LAMP primer sets specific to the <italic>C. trachomatis ompA</italic> gene and <italic>N. gonorrhoeae orf1</italic> gene were successfully designed. <italic>C. trachomatis</italic> LAMP primers were designed to target eight areas of the <italic>ompA</italic> gene based on 14 serological <italic>C. trachomatis</italic> variations (serovars A-K and L1-L3). The <italic>N. gonorrhoeae</italic> LAMP primers were designed to target eight areas within the <italic>orf1</italic> gene.</p>
<p>The specificity of the mLAMP-AuNPs-LFB assay was confirmed with several <italic>C. trachomatis</italic> serological variants (A-K and L1-L3), <italic>N. gonorrhoeae</italic> strains, and 15 other pathogens. Our assay showed 100% specificity to both <italic>C. trachomatis&#x2019; ompA</italic> gene and <italic>N. gonorrhoeae&#x2019;s orf1</italic> gene (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref> and <xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>). Furthermore, its LoD was as low as 50 copies (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6</bold></xref>). We also examined 146 genital secretion samples for <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> using qPCR and our mLAMP-AuNPs-LFB assay to assess its clinical practicality. The data indicated that our assay had high specificity and sensitivity in detecting genital secretion samples (<xref ref-type="table" rid="T3"><bold>Tables&#xa0;3</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>S1</bold></xref>). Nevertheless, a second trial should examine clinical samples with significantly lower copy numbers using our assay to better reflect clinical applications.</p>
<p>An AuNPs-LFB was used in our assay for visual and rapid readout of mLAMP results. This paper-based platform is extremely applicable to POC testing due to its easy operation, sensitivity, specificity, low cost, and visual interpretation (<xref ref-type="bibr" rid="B11">Cui and Zhou, 2020</xref>;<xref ref-type="bibr" rid="B18">Huang et&#xa0;al., 2019</xref>). The biosensor had four parts: the sample, conjugate, adsorbent pads, and the nitrocellulose membrane. The cellulose sample pad was an excellent medium for delivering the examined mLAMP products to the biosensor elements. The conjugate pad contained crimson red dyed SA-AuNPs. Nitrocellulose membranes immobilized target reactive molecules, such as anti-FAM, anti-Dig, and BSA-biotin, at the TL1, TL2, and CL positions, respectively. All three antigens (CL, TL1, and TL2) appeared simultaneously on the AuNPs-LFB for <italic>C. trachomatis</italic>- and <italic>N. gonorrhoeae</italic>-positive samples. CL and TL1 appeared simultaneously on the AuNPs-LFB for <italic>C. trachomatis</italic>-positive samples. CL and TL2 appeared simultaneously on the AuNPs-LFB for <italic>N. gonorrhoeae</italic>-positive samples. Only CL appeared on the AuNPs-LFB for <italic>C. trachomatis</italic>- and <italic>N. gonorrhoeae</italic>-negative samples. The adsorbent pad acts as a bibulous paper to direct the LAMP product flow from the sample pad to the reaction zone. It is located at the tip of the AuNPs-LFB (nitrocellulose membrane). A turbidimeter and visual reagent (MG) were also used to analyze mLAMP results. However, each requires specific devices or reagents and is inadequate for simultaneously detecting two target genes in a single test. Our AuNPs-LFB assay was also cheaper (~US$2.0/test). Therefore, the total cost for each test, including genomic DNA extraction (~US$0.50), LAMP reactions (~US$3.00), and AuNPs-LFB readout (~US$2.00), was approximately US$5.50.</p>
<p>Nevertheless, our AuNPs-LFB assay has some weaknesses. First, the result obtained with the naked eye is qualitative but not quantitative. Quantitative measurements with the mLAMP-AuNPs-LFB assay require further study. Second, the mLAMP reaction tube must be opened to be read by the AuNPs-LFB, increasing the risk of carry-over contamination. However, spraying 70% ethanol and 10%&#x2013;15% sodium hypochlorite solution soon after completing each AuNPs-LFB assay is an effective way to avoid nucleic acid contamination. In our laboratory, cross-contamination appeared to have been effectively controlled since we encountered no false-positive results. In order to better fit the clinical application, it is necessary to improve the mLAMP-AuNPs-LFB assay system, and design a device for avoiding the opening tube procedure to reduce aerosol pollution.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>This study combined mLAMP isothermal amplification with a visual AuNPs-LFB interpretation to create a novel mLAMP-AuNPs-LFB assay for the highly specific, sensitive, and rapid identification of <italic>C. trachomatis</italic> and <italic>N. gonorrhoeae</italic> in clinical settings. Our assay had a 50-copy LoD and showed no cross-reactivity with other pathogens. The entire test process can be completed within 45&#xa0;min and does not require sophisticated equipment. Therefore, it meets the WHO-recommended assured POC testing requirements: low cost, sensitive, specific, user friendly, robust, equipment free, and attainable.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<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"><bold>Supplementary Material</bold></xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This study was approved by the Human Ethics Committee of Hangzhou Women&#x2019;s Hospital (Approval No. [2021]-K (2)-8).</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>XC, SD and XL were involved in study conceptualization, supervision, and project administration. QZ, WY and YS performed experiments and data curation. XC and QZ involved in study funding acquisition and methodology. XC, QZ, WY, YS and SD collected clinical samples. QZ, WY and YS were involved in validation studies and visualization. XC was involved in writing&#x2013;original draft. SD and XL were involved in writing&#x2013;review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by Zhejiang Provincial Natural Science Foundation of China (Grant No. LTGY23H190004), the Program of Scientific and Technological Project in Guizhou Province (Grant No. Qian Ke He [2020]4Y184), the Program of Science and Technology of Guizhou Provincial Health Commission (gzwjkj2022-1-497), and the Scientific and Technological in Guiyang City (Grant No. Zhu Ke He [2020]-10-5).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank the medical personnel at Hangzhou Women&#x2019;s Hospital, 2<sup>nd</sup> GZUTCM, and GZCCL for their cooperation in this study. We also thank the patients who provided samples.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<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/fcimb.2023.1067554/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2023.1067554/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SF1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Nucleotide sequences and location of the <italic>C. trachomatis-ompA</italic> and <italic>N. gonorrhoeae</italic>-<italic>orf1</italic> genes used to designed the mLAMP primers.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Comparison of mLAMP-AuNPs-LFB and qPCR methods for assessment of <italic>C. trachomatis and N. gonorrhoeae</italic> in clinical samples.</p>
</caption>
</supplementary-material>
</sec>
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<title>References</title>
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