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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2025.1660327</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Rapid and visual detection of Tacheng tick virus 1 using loop-mediated isothermal amplification technique</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Guo</surname><given-names>Qiqi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Gui</surname><given-names>Zheng</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ren</surname><given-names>Yuanning</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Liu</surname><given-names>Ziyan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Liu</surname><given-names>Ning</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname><given-names>Liang</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname><given-names>Zedong</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Yu</surname><given-names>Jingfeng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<aff id="aff1"><label>1</label><institution>College of Basic Medicine, Inner Mongolia Medical University</institution>, <city>Hohhot</city>, <state>Inner Mongolia Autonomous Region</state>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Infectious Diseases, Center of Infectious Diseases and Pathogen Biology, State Key Laboratory of Zoonotic Diseases, The First Hospital of Jilin University</institution>, <city>Changchun</city>, <state>Jilin</state>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>State Key Laboratory of Pathogen and Biosecurity, Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences</institution>, <city>Changchun</city>, <state>Jilin</state>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Jingfeng Yu, <email xlink:href="mailto:1184474898@126.com">1184474898@126.com</email>; Zedong Wang, <email xlink:href="mailto:wangzedong@jlu.edu.cn">wangzedong@jlu.edu.cn</email>; Liang Li, <email xlink:href="mailto:sydliliang@163.com">sydliliang@163.com</email></corresp>
<fn fn-type="equal" id="fn003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-07">
<day>07</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1660327</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>31</day>
<month>10</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Guo, Gui, Ren, Liu, Liu, Li, Wang and Yu.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Guo, Gui, Ren, Liu, Liu, Li, Wang and Yu</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-07">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Tacheng tick virus 1 (TcTV-1) is an emerging tick-borne nairovirus associated with human febrile illness. To date, no reliable detection method for TcTV-1 has been established. In this study, we developed and evaluated a rapid loop-mediated isothermal amplification (LAMP) assay for the detection of TcTV-1.</p>
</sec>
<sec>
<title>Methods</title>
<p>The primers were designed based on the nucleocapsid protein (NP) gene of TcTV-1. Sensitivity was assessed using ten-fold serial dilutions of recombinant plasmids containing the target sequence. Specificity was evaluated using cDNA from Songling virus (SGLV), Yezo virus (YEZV), Tick-borne encephalitis virus (TBEV), Severe fever with thrombocytopenia syndrome virus (SFTSV), and Beiji nairovirus (BJNV). The assay was validated using field-collected tick samples.</p>
</sec>
<sec>
<title>Results</title>
<p>The TcTV-1-specific LAMP assay detected as few as 1&#xd7;10<sup>-1</sup> copies/&#x3bc;L within 60 minutes at 65&#x202f;&#xb0;C and specifically amplified TcTV-1, with no cross-reactivity to SGLV, YEZV, TBEV, SFTSV, or BJNV. Positive reactions exhibited a clear color change from purple to blue, indicating a robust colorimetric response. A total of eight tick specimens (16.0%; 95% CI: 7.2&#x2013;29.1) tested positive for TcTV-1 using both the established LAMP assay and SYBR Green real time quantitative polymerase chain reaction (RT-qPCR), demonstrating 100% sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy for the LAMP assay.</p>
</sec>
<sec>
<title>Discussion</title>
<p>We report a TcTV-1-specific LAMP assay with high sensitivity, specificity, and cost-effectiveness, making it a practical tool for use in field-based or resource-limited settings.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Tacheng tick virus 1 (TcTV-1)</kwd>
<kwd>loop-mediated isothermal amplification (LAMP)</kwd>
<kwd>ticks</kwd>
<kwd>tick-borne virus</kwd>
<kwd>China</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Inner Mongolia Medical University</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100017534</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for work and/or its publication. This study was supported by the National Key Research and Development Program of China (2022YFC2601900), the Inner Mongolia Medical University General Program (YKD2024MS029), and the National Natural Science Foundation of China (82272327). The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="20"/>
<page-count count="7"/>
<word-count count="2507"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Parasite and Host</meta-value>
</custom-meta>
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</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Emerging tick-borne nairoviruses have posed a growing risk to public health (<xref ref-type="bibr" rid="B19">Zhou et&#xa0;al., 2023</xref>). Tacheng tick virus 1 (TcTV-1) is a novel tick-borne virus belonging to the <italic>Orthonairovirus</italic> genus in the <italic>Nairoviridae</italic> family, and was first identified in <italic>Dermacentor marginatus</italic> ticks in Xinjiang, China (<xref ref-type="bibr" rid="B9">Li et&#xa0;al., 2015</xref>). Subsequently, TcTV-1 was identified as being associated with human febrile illness and rashes in the same region (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2020</xref>). To date, the virus has been detected in ticks, livestock, and rodents in China, as well as in ticks from Turkey and Poland (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B2">Dincer et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B3">Ergunay et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B7">Ji et&#xa0;al., 2023</xref>). These findings demonstrate the extensive geographic distribution and broad host range of TcTV-1, underscoring the importance of active surveillance in endemic regions. However, no rapid and reliable detection method for TcTV-1 has been developed.</p>
<p>LAMP is a nucleic acid amplification method that uses specific primers and a strand-displacing DNA polymerase to amplify target sequences rapidly under isothermal conditions, without requiring thermal cycling (<xref ref-type="bibr" rid="B15">Soroka et&#xa0;al., 2021</xref>). The LAMP method offers a simple diagnostic approach that needs merely standard equipment (water bath/heat block) to perform isothermal amplification of cDNA. The change of color (from violet to azure) can be visually observed without the need for electrophoresis, making it highly suitable for on-site analysis. These advantages, compared to conventional PCR assays, effectively meet the requirements of field testing, enabling its application in the detection of various viruses, including Dengue virus, Zika virus, Tick-borne encephalitis virus, and other emerging viruses (<xref ref-type="bibr" rid="B5">Hayasaka et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B8">Kim et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B14">Silva et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B6">Heithoff et&#xa0;al., 2022</xref>). In this study, we developed a TcTV-1-specific LAMP assay with high sensitivity and specificity, providing a rapid, simple, and visual method for virus detection.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Samples and RNA extraction</title>
<p>Tick samples positive for TcTV-1, SGLV, YEZV, TBEV, SFTSV, and BJNV were stored in the laboratory at &#x2212;80&#xb0;C until use. In April 2025, a total of 50 questing <italic>Dermacentor marginatus</italic> ticks were collected from Xinjiang, China. RNA was extracted from homogenized tick samples and reverse-transcribed into complementary DNA (cDNA) as previously described (<xref ref-type="bibr" rid="B4">Gui et&#xa0;al., 2024</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Design and optimization of LAMP primers</title>
<p>The primers were designed based on the NP gene sequences downloaded from GenBank (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). To prevent cross-reactivity between TcTV-1 and the genomic sequences of other tick-borne pathogenic viruses, sequence alignment and comparison were performed using ESPript 3.0 (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S1</bold></xref>). The candidate primers were designed using Primer Explorer V5, with critical parameters optimized: GC content (40&#x2013;60%), avoidance of non-specific binding, stability at both the 3&#x2019; and 5&#x2019; ends, melting temperature (Tm) range of 50&#x2013;60&#xb0;C, and absence of secondary structures such as self-dimers and cross-dimers (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>) (<xref ref-type="bibr" rid="B1">Das et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B13">Panno et&#xa0;al., 2020</xref>). LAMP amplification efficiency was negatively correlated with cycle threshold; primer sets with lower thresholds were more effective. The optimal set was further confirmed in eight replicates to ensure stability.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Technical principle of the LAMP assay for TcTV-1 detection.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1660327-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating the loop-mediated isothermal amplification (LAMP) process. The top section shows DNA strand separation and primer binding sites, labeled FIP and BIP. The bottom section displays the amplification process with curved arrows indicating the formation of loop structures. Each segment is color-coded and labeled with components such as F1, F2, B1, B2, and their complements. An arrow denotes the transition from the primer binding to amplification stage.</alt-text>
</graphic></fig>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Plasmid construction</title>
<p>The 297 bp amplification region targeted by the primers (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S2</bold></xref>) from the TcTV-1 JH16 strain (GenBank accession number MK554695) was commercially synthesized, digested with <italic>Sma</italic> I, and cloned into the pUC57 vector (Sangon Biotech, China). The recombinant plasmid was transformed into <italic>Escherichia coli</italic> TOP10 cells (Invitrogen), purified using a plasmid purification kit (Qiagen), and verified by Sanger sequencing. Plasmid DNA was then extracted using the TIANprep Mini Plasmid Kit (TIANGEN, China), quantified via NanoDrop 2000 spectrophotometry (ThermoFisher, USA), and copy numbers were calculated using the formula: copies/&#x3bc;L = [6.02 &#xd7; 10&#xb2;&#xb3; &#xd7; concentration (g/&#x3bc;L)]/[average molecular weight per base pair (g/mol) &#xd7; length (bp)]. The final plasmid solutions were adjusted to 1 &#xd7; 10<sup>10</sup> copies/&#x3bc;L and stored at -20&#xb0;C for downstream applications.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>LAMP reaction</title>
<p>The LAMP reaction system was performed as previously described (<xref ref-type="bibr" rid="B4">Gui et&#xa0;al., 2024</xref>). Briefly, the reaction mixture contained 2.5 &#x3bc;L of 10&#xd7; isothermal amplification buffer, 1.5 &#x3bc;L of MgSO<sub>4</sub> (100 mM), and 3.5 &#x3bc;L of dNTP Mix (10 mM). Amplification was initiated by adding 1 &#x3bc;L of Bst 2.0 WarmStart DNA polymerase (320 U/mL). Primer sets were added at final concentrations of 1.6 &#x3bc;M (FIP and BIP), 0.2 &#x3bc;M (F3 and B3), and 0.4 &#x3bc;M (LF and LB), with 1 &#x3bc;L of each primer used. The mixture was supplemented with 1 &#x3bc;L of EvaGreen dye, 1 &#x3bc;L of hydroxynaphthol blue (HNB), and 1 &#x3bc;L of cDNA template, and the volume was brought to 25 &#x3bc;L with 8.5 &#x3bc;L of ultrapure water. Ultrapure water was used in place of the cDNA template as a negative control.</p>
<p>To determine optimal conditions, amplification was performed across 63&#x2013;68&#xb0;C for 60 min by the Real-Time Fluorescent Quantitative PCR System (Dragonlab, China). A color change from violet to azure or a fluorescence amplification curve indicated a positive TcTV-1 result. The optimal reaction temperature is defined as the temperature at which amplification efficiency is maximized and the reaction time is minimized.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>SYBR green RT-qPCR reaction</title>
<p>The SYBR green RT-qPCR was performed as the gold-standard assay, utilizing primers and reaction conditions detailed in the previous study (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2020</xref>). Briefly, 1 &#x3bc;L of each NP gene-specific primer (forward: 5&#x2032;-AGAGAATGATGCTATGATTGC-3&#x2032;; reverse: 5&#x2032;-GAGTCCTCGTTCAACCAT-3&#x2032;), 2 &#x3bc;L cDNA template, and 6 &#x3bc;L RNase-free water were added to 10 &#x3bc;L of 2&#xd7;TB Green Premix DimerEraser (TaKaRa) to yield a final reaction volume of 20 &#x3bc;L. Amplification was carried out as follows: initial denaturation at 95&#xb0;C for 30 s, followed by 40 cycles of 95&#xb0;C for 5 s, 60&#xb0;C for 30 s, and 72&#xb0;C for 30 s. Viral copy numbers were calculated using the equation Y=-3.3477x+37.214 derived from the amplification plot and standard curve (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S3</bold></xref>).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Sensitivity and specificity analysis</title>
<p>Recombinant plasmids were serially diluted tenfold, spanning concentrations from 10<sup>5</sup> to 10&#x2013;<sup>1</sup> copies/&#xb5;L, and utilized to determine the assay&#x2019;s sensitivity. Each dilution was tested in triplicate. In addition, cDNA derived from other tick-borne pathogenic viruses (SGLV, BJNV, YEZV, SFTSV, and TBEV) was tested alongside TcTV-1 to evaluate potential cross-reactivity. The LAMP reaction was performed under isothermal amplification conditions at 65&#xb0;C (the optimal temperature) for 60 minutes using the Real-Time Fluorescent Quantitative PCR System (Dragonlab, China), with eight replicates. Nuclease-free ultrapure water was incorporated as a no-template control to replace cDNA in all reaction sets, enabling systematic monitoring of exogenous contamination and non-specific amplification events.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Detection of filed-collected ticks</title>
<p>The field-collected questing ticks from Xinjiang, China were tested individually using both the established TcTV-1-specific LAMP assay and the reference SYBR Green RT-qPCR method developed in a previous study (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2020</xref>). The diagnostic performance metrics, including prevalence, sensitivity, specificity, PPV, NPV, and accuracy, along with their 95% confidence intervals (CI), were calculated for the LAMP assay in comparison to SYBR Green RT-qPCR using an online tool, the &#x201c;Diagnostic Test Evaluation Calculator&#x201d; (<ext-link ext-link-type="uri" xlink:href="https://www.medcalc.org/calc/diagnostic_test.php">https://www.medcalc.org/calc/diagnostic_test.php</ext-link>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Optimization of primers and reaction temperature</title>
<p>Of the three designed LAMP primer pairs (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S2</bold></xref>), the first set was selected for its optimal amplification kinetics and demonstrated reliable detection of the recombinant plasmid at a concentration of 1&#xd7;10<sup>6</sup> copies/&#x3bc;L (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>). The consistent results across eight replicate tests confirm the stability of this primer pair (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S4</bold></xref>). A reaction temperature of 65&#xb0;C proved optimal for minimizing the detection cycle and enhancing fluorescence of TcTV-1 (<xref ref-type="fig" rid="f2"><bold>Figure 2B</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S5</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Optimization of primer sets and reaction temperature for the TcTV-1-specific LAMP assay. <bold>(A)</bold> Real-time fluorescence kinetics of different TcTV-1-specific LAMP primer sets. <bold>(B)</bold> Temperature gradient testing (63&#x2013;68&#xb0;C) of the LAMP assay for TcTV-1. NC, negative control.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1660327-g002.tif">
<alt-text content-type="machine-generated">Graphs labeled A and B show fluorescence versus cycle number. A depicts three groups and their negative controls with increasing fluorescence from cycles 20 to 40. B displays temperature-dependent fluorescence from 63&#xb0;C to 68&#xb0;C, with curves rising between cycles 15 and 35. Both graphs illustrate similar patterns in fluorescence increase.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Sensitivity and specificity of TcTV-1 LAMP assay</title>
<p>The detection limit for the LAMP assay was 1&#xd7;10&#x2013;<sup>1</sup> copies/&#x3bc;L, with all positive results detected within 35 minutes (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). All diluted samples exhibited a color shift from violet to azure, apart from the negative control (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Sensitivity analysis of the TcTV-1-specific LAMP assay. <bold>(A)</bold> Real-time fluorescence kinetics using recombinant plasmids serially diluted from 1&#xd7;10<sup>5</sup> copies/&#x3bc;L to 1&#xd7;10<sup>-</sup>&#xb2; copies/&#x3bc;L. <bold>(B)</bold> Visualization of LAMP reaction products by gel electrophoresis. NC, negative control.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1660327-g003.tif">
<alt-text content-type="machine-generated">A two-part image showing amplification results. Part A is a line graph displaying fluorescence versus cycle number for different DNA copy concentrations, with lines in various colors. Part B shows nine test tubes with blue contents, labeled with concentrations ranging from ten to the power of five to ten to the power of negative two, plus a negative control (NC).</alt-text>
</graphic></fig>
<p>The LAMP assay demonstrated high specificity, detecting only the targeted TcTV-1 with no cross-reaction to other tick-borne pathogenic viruses (SGLV, BJNV, YEZV, SFTSV, and TBEV) (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4A</bold></xref>). Visual detection confirmed TcTV-1 via a violet-to-azure transition in its tube, whereas non-target viruses maintained purple, confirming the LAMP assay&#x2019;s accurate recognition of TcTV-1 (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4B</bold></xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Specificity analysis of the TcTV-1-specific LAMP assay. <bold>(A)</bold> Real-time fluorescence kinetics for the detection of TcTV-1 and five representative tick-borne virus-positive samples. <bold>(B)</bold> Visualization of LAMP amplification products from TcTV-1 and five representative tick-borne virus-positive samples. BJNV, Beiji nairovirus; YEZV, Yezo virus; SGLV, Songling virus; TBEV, Tick-borne encephalitis virus; SFTSV, Severe fever with thrombocytopenia syndrome virus; PC, positive control; NC, negative control.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1660327-g004.tif">
<alt-text content-type="machine-generated">Panel A shows a fluorescence vs. cycle graph with various sample curves. Panel B depicts test tubes labeled TcTV-1 PC, TcTV-1 NC, BJNV, YEZV, SGLV, TBEV, and SFTSV, containing blue liquid.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Detection of TcTV-1 in field-collected ticks</title>
<p>A total of eight tick (16.0%; 95% CI: 7.2&#x2013;29.1) individuals tested positive for TcTV-1 using the LAMP assay, with amplification times ranging from 7 to 29 (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S3</bold></xref>). A clear color change from violet to azure was observed in the positive samples (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S6</bold></xref>). Furthermore, these eight tick samples were confirmed as TcTV-1 positive by SYBR Green RT-qPCR, yielding Ct values between 24 and 36 (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5B</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S3</bold></xref>). The sensitivity, specificity, PPV, NPV, and accuracy of the established LAMP assay, when compared to RT-qPCR, were 100% (95% CI: 63.1&#x2013;100.0), 100% (95% CI: 91.6&#x2013;100.0), 100% (95% CI: 63.1&#x2013;100.0), 100% (95% CI: 91.6&#x2013;100.0), and 100% (95% CI: 92.9&#x2013;100.0), respectively (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S4</bold></xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Detection of TcTV-1 in field-collected ticks from Xinjiang, China. <bold>(A)</bold> Detection of TcTV-1 in tick samples using the LAMP assay. <bold>(B)</bold> Detection of TcTV-1 in tick samples using the reference SYBR Green RT-qPCR assay. PC, positive control; NC, negative control.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1660327-g005.tif">
<alt-text content-type="machine-generated">Graphs A and B depict fluorescence versus cycle numbers for TcTV-1. In both graphs, the black line represents the positive control (PC) with a strong fluorescence increase. Red lines indicate positive samples with varying fluorescence levels. Blue lines show the negative control (NC) with no significant fluorescence change. Plots suggest strong amplification in positive samples and controls.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>TcTV-1 has been known for a decade, yet limited progress has been made in developing and validating detection methods for this virus (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B18">Zhang et&#xa0;al., 2021</xref>). Previous studies have employed various methods for detecting TcTV-1 in humans, cattle, sheep, rodents, and ticks. These methods include viral metagenomic analysis, nested PCR, SYBR Green RT-qPCR, virus isolation, indirect ELISA, and virus neutralization tests (VNT) (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B18">Zhang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B2">Dincer et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B7">Ji et&#xa0;al., 2023</xref>). However, each of these methods has certain limitations, making it challenging to achieve rapid and visual detection. The LAMP detection method we have established addresses the shortcomings of the aforementioned methods and enables rapid visual detection of TcTV-1 nucleic acid.</p>
<p>In this study, we selected the SYBR Green RT-qPCR assay reported in a previous study as the reference method to evaluate the established TcTV-1-specific LAMP assay (<xref ref-type="bibr" rid="B10">Liu et&#xa0;al., 2020</xref>). The results from the detection of questing ticks demonstrated high sensitivity, specificity, and accuracy between the two assays. Although LAMP cannot quantitatively determine viral copies in the sample, it does not require specialized equipment or trained personnel and offers visual detection, making it more suitable than SYBR Green RT-qPCR for determining the presence of TcTV-1 in clinical samples.</p>
<p>A total of five tick-borne viruses were included to evaluated the specificity of established LAMP. Of these viruses, SGLV, YEZV, and BJNV are emerging human-pathogenic nairoviruses associated with febrile illness (<xref ref-type="bibr" rid="B12">Ma et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B17">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B11">Lv et&#xa0;al., 2023</xref>). Notably, SGLV shares a nucleotide sequence identity of over 60% with TcTV-1 (<xref ref-type="bibr" rid="B12">Ma et&#xa0;al., 2021</xref>). Additionally, as the significant tick-borne viruses, SFTSV and TBEV have also been detected in Xinjiang, China (<xref ref-type="bibr" rid="B16">Sun et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B20">Zhu et&#xa0;al., 2019</xref>). Our assay successfully identified TcTV-1 without cross-reactivity with other tick-borne pathogenic viruses, thereby demonstrating its high specificity for testing applications.</p>
<p>Our study has several limitations. First, due to the absence of TcTV-1 positive samples from humans or livestock, the established LAMP assay was not validated using clinical specimens from these hosts. Nevertheless, the method holds promise for application in both human and veterinary diagnostics. Additionally, the method established in this study relies on amplification of sample cDNA. However, if newly developed direct RNA LAMP kits, which bypass reverse transcription, are used, the detection time could be further reduced.</p>
<p>In conclusion, the TcTV-1-specific LAMP assay offers a rapid, highly sensitive, and visual method for detecting TcTV-1, making it ideally suited for field or resource-limited settings. This approach enables effective molecular epidemiological monitoring of TcTV-1 infection in ticks, humans, and animals.</p>
</sec>
</body>
<back>
<sec id="s5" 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 author/s.</p></sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The manuscript presents research on animals that do not require ethical approval for their study.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>QG: Writing &#x2013; original draft, Conceptualization. ZG: Writing &#x2013; original draft, Conceptualization. YR: Writing &#x2013; original draft, Data curation. ZL: Investigation, Writing &#x2013; original draft, Methodology. NL: Investigation, Writing &#x2013; review &amp; editing. LL: Writing &#x2013; review &amp; editing. ZW: Formal Analysis, Writing &#x2013; review &amp; editing, Funding acquisition, Conceptualization. JY: Writing &#x2013; review &amp; editing, Funding acquisition.</p></sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</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.2025.1660327/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2025.1660327/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
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<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/388381">Shahid Karim</ext-link>, University of Southern Mississippi, United States</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/496371">Xiaohong Yang</ext-link>, Hebei Medical University, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3206889">Livia Do Carmo Silva</ext-link>, Federal University of Goi&#xe1;s, Brazil</p></fn>
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