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<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
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<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
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<issn pub-type="epub">2235-2988</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fcimb.2026.1758429</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Brief Research Report</subject>
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<title-group>
<article-title>The unsung hero: <italic>ntnh</italic> gene as complementary botulism marker</article-title>
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<name><surname>Valdezate</surname><given-names>Sylvia</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x2020;</sup></xref>
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<name><surname>Carrasco</surname><given-names>Gema</given-names></name>
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<name><surname>Medina-Pascual</surname><given-names>Mar&#xed;a J.</given-names></name>
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<name><surname>Pardos</surname><given-names>Javier</given-names></name>
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<name><surname>Hurtado</surname><given-names>Mar&#xed;a Isabel</given-names></name>
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<name><surname>Garrido</surname><given-names>Noelia</given-names></name>
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<name><surname>Mart&#xed;n-Galiano</surname><given-names>Antonio J.</given-names></name>
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<aff id="aff1"><label>1</label><institution>Reference and Research Laboratory for Taxonomy, National Centre of Microbiology, Instituto de Salud Carlos III</institution>, <city>Majadahonda</city>, <state>Madrid</state>,&#xa0;<country country="es">Spain</country></aff>
<aff id="aff2"><label>2</label><institution>Veterinary Unit, Animal Department, Instituto de Salud Carlos III</institution>, <city>Majadahonda</city>, <state>Madrid</state>,&#xa0;<country country="es">Spain</country></aff>
<aff id="aff3"><label>3</label><institution>Proteomics Unit, Core Scientific and Technical Units, Instituto de Salud Carlos III</institution>, <city>Majadahonda</city>, <state>Madrid</state>,&#xa0;<country country="es">Spain</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Sylvia Valdezate, <email xlink:href="mailto:svaldezate@isciii.es">svaldezate@isciii.es</email></corresp>
<fn fn-type="other" id="fn003">
<label>&#x2020;</label>
<p>ORCID: Sylvia Valdezate, <uri xlink:href="https://orcid.org/0000000239312162">orcid.org/0000000239312162</uri></p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-23">
<day>23</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>16</volume>
<elocation-id>1758429</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>23</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Valdezate, Valiente, D&#xed;az-Ram&#xf3;n, Carrasco, Medina-Pascual, Pardos, Hurtado, Garrido, Villal&#xf3;n and Mart&#xed;n-Galiano.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Valdezate, Valiente, D&#xed;az-Ram&#xf3;n, Carrasco, Medina-Pascual, Pardos, Hurtado, Garrido, Villal&#xf3;n and Mart&#xed;n-Galiano</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-23">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>
<p>Botulism is a rare but severe neurological disease caused by botulinum neurotoxins (BoNTs). Standard diagnostic methods including the mouse bioassay (SMB) and <italic>bont</italic> gene type-specific PCR, are often limited by the high genetic diversity among <italic>bont</italic> subtypes, which can lead to false-negative results. The nontoxin-nonhemagglutinin (<italic>ntnh)</italic> gene is highly conserved and exclusively co-located with the <italic>bont</italic> gene complex. Thus, this study evaluates the use of <italic>ntnh</italic> gene as a complementary diagnostic tool for botulism and assesses its association with BoNT types. The <italic>ntnh</italic> gene was detected in a prospective BoNT-diagnostic group (n=88) and a BoNT-historical group (n=54). Toxin cluster proteins were identified in GenBank and RefSeq <italic>Clostridium</italic> proteomes using MMSeqs2. <italic>ntnh</italic> gene detection reinforced positive results from SMB or <italic>bont</italic> gene tests in 26 cases (35.62% of the total confirmed cases) of foodborne and infant botulism. In two foodborne cases from the BoNT-diagnostic group, the <italic>ntnh</italic> gene was detected despite negative results from both SMB and <italic>bont</italic> gene tests, highlighting its potential to identify missed cases. An <italic>in silico</italic> analysis of 3,250 RefSeq and 2,494 GenBank annotated <italic>Clostridium</italic> proteomes was conducted. respectively. So, NTNH showed a high co-presence pattern with BoNT. Moreover, NTNH sequences were far more conserved than BoNT sequences in inter-type comparisons (67.2 vs.39.7), which highlights its applicability as a disease biomarker. The <italic>ntnh</italic> gene analysis is a valuable complementary tool enhancing the diagnosis of botulism. The study highlights the need for clear guidelines to interpret positive <italic>ntnh</italic> results when direct toxin or <italic>bont</italic> gene confirmation are negative.</p>
</abstract>
<kwd-group>
<kwd>BoNT</kwd>
<kwd>botulism</kwd>
<kwd>foodborne botulism</kwd>
<kwd>infant botulism</kwd>
<kwd>neurotoxin</kwd>
<kwd>Ntnh</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Ministerio de Ciencia, Innovaci&#xf3;n y Universidades</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/100014440</institution-id>
</institution-wrap>
</funding-source>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was partially funded by the Ministerio de Ciencia, Innovaci&#xf3;n y Universidades and the Agencia Estatal de Investigaci&#xf3;n (<ext-link ext-link-type="uri" xlink:href="https://www.aei.gob.es/">https://www.aei.gob.es/</ext-link>) grant PID2021127477OBI00/MPY-302/22 via the Plan Estatal de Investigaci&#xf3;n Cient&#xed;fica, T&#xe9;cnica y de Innovaci&#xf3;n. N.G is contracted via grant PID2021127477OBI00/MPY-302/22. M.V. and S.D-R are contracted via grant PEJ CAM 2021/TL/BMD-21100 and 2024/TL/SAL-GL-31924, respectively, from the Programa Operativo Empleo Juvenil e Iniciativa Empleo Juvenil (YEI). N.G. is contracted via grant MPY-302/22-M1.</funding-statement>
</funding-group>
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<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="21"/>
<page-count count="7"/>
<word-count count="2815"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Clinical and Diagnostic Microbiology and Immunology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Botulism is a potentially fatal neurotoxin-mediated disease characterized by a symmetrical, descending flaccid paralysis affecting voluntary and autonomic muscles. Many patients develop respiratory compromise, frequently requiring emergent airway support, intensive care, and antitoxin administration. Different forms are distinguished by the route of the toxin entry, such as foodborne botulism (FB), intestinal or infant botulism (IB), as well as wound, inhalational, and iatrogenic (cosmetic or therapeutic) botulisms (<xref ref-type="bibr" rid="B15">Rao et&#xa0;al., 2021</xref>). The botulinum neurotoxin (BoNT) is one of the most lethal known substances, produced by seven distinct <italic>Clostridium</italic> species: <italic>Clostridium parabotulinum, Clostridium</italic> sp<italic>orogenes, Clostridium botulinum, Clostridium novyi sensu lato, Clostridium argentinense, Clostridium butyricum</italic>, and <italic>Clostridium baratii</italic>. But, over the latter half of the 20th century, the use of <italic>C. botulinum</italic> to identify any BoNT-producing bacterium gained widespread acceptance (<xref ref-type="bibr" rid="B18">Smith et&#xa0;al., 2023</xref>). Based on amino acid variations and antigenic activity, eight toxin types (BoNT/A-BoNT/H) and at least 41 subtypes have been identified in clusters with <italic>ha</italic> or <italic>orf</italic>X conformation (<xref ref-type="bibr" rid="B8">Hill et&#xa0;al., 2007</xref>).</p>
<p>Laboratory diagnostic criteria for botulism are based on the isolation of BoNT-producing clostridia, the detection of BoNT, or the identification of their encoding genes (<italic>bont</italic>) <ext-link ext-link-type="uri" xlink:href="https://www.ecdc.europa.eu/en/botulism/facts">https://www.ecdc.europa.eu/en/botulism/facts</ext-link>. A variety of technologies and their derivatives&#x2014;including cell-based assays, endopeptidase mass spectrometry (Endopep-MS), immunoassays, nucleic acid testing, comparative genomic methods, and electrochemical biosensors&#x2014;have been developed to detect and characterize the causative agents of botulism (<xref ref-type="bibr" rid="B2">Centurioni et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B20">Wang et&#xa0;al., 2025</xref>). Diagnosis mainly relies on the mouse bioassay (SMB) and the <italic>bont</italic> gene amplification (<xref ref-type="bibr" rid="B11">Lindstr&#xf6;m et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B13">Pillai et&#xa0;al., 2024</xref>). Diagnosis methods possess serious drawbacks. Specifically, SMB requires animal facilities and the <italic>bont</italic> type-specific PCR assays are limited by sequence diversity within subtypes (&#x2265;23.7%) (<xref ref-type="bibr" rid="B12">Peck et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B13">Pillai et&#xa0;al., 2024</xref>). Single nucleotide polymorphisms can affect primer or probe matches, potentially resulting in detection failure (<xref ref-type="bibr" rid="B13">Pillai et&#xa0;al., 2024</xref>).</p>
<p>Difficulties in detecting BoNT may be mitigated by identifying the nontoxin-nonhemagglutinin <italic>(ntnh</italic>) gene using a single PCR assay (<xref ref-type="bibr" rid="B16">Raphael and Andreadis, 2007</xref>; <xref ref-type="bibr" rid="B4">Fach et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B7">Hill et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>). All BoNTs are naturally co-expressed with a protective partner, the NTNH protein, forming together the minimal progenitor toxin complex (<xref ref-type="bibr" rid="B10">Lam and Jin, 2015</xref>). The role of NTNH in the disease is crucial, as it stabilizes and protects BoNT from the acidic environment and proteases present in the host&#x2019;s gastrointestinal tract (<xref ref-type="bibr" rid="B5">Gao and Jin, 2024</xref>). The <italic>ntnh</italic> gene is highly conserved and is associated with the BoNT complex across all types, subtypes, and variants, but is absent in non-toxigenic strains (<xref ref-type="bibr" rid="B16">Raphael and Andreadis, 2007</xref>; <xref ref-type="bibr" rid="B4">Fach et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B7">Hill et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>). This study evaluates <italic>ntnh</italic> gene detection as a strategy to enhance the molecular diagnosis of botulism.</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>Botulism diagnosis and <italic>ntnh</italic> gene detection</title>
<p>Botulism was diagnosed through SMB and BoNT multiplex PCR on chromosomal extracts obtained from prior enrichment of anaerobic cultures of patient stool samples (<xref ref-type="bibr" rid="B1">Centers for Disease Control and Prevention, 1998</xref>; <xref ref-type="bibr" rid="B11">Lindstr&#xf6;m et&#xa0;al., 2001</xref>) at the National Centre of Microbiology (Spain). The <italic>ntnh</italic> gene was studied in suspected botulism cases (<xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>) from a prospective BoNT-diagnostic group (01/2023-08/2025) and retrospectively searched in confirmed botulism cases from a BoNT-historical group (09/2010-12/2022) (<xref ref-type="bibr" rid="B19">Valdezate et&#xa0;al., 2023</xref>). This assay also identified the BoNT cluster type (<italic>ha</italic> or <italic>orf</italic>X) (<xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>). Patient characteristics (sex, age, and location) were recorded, stratified by botulism type for both groups.</p>
<p>Clinical samples were collected as part of standard patient care and all data were strictly anonymized prior to analysis, so this study was exempted from formal ethical review and approval by the institutional board. However, all procedures were conducted in accordance with the ethical standards of the Declaration of Helsinki, ensuring the protection of patients&#x2019; rights, confidentiality, and the ethical principles relevant to public health investigation. Bioassay was performed in accordance with authorization PROEX (no.252.4/21) following institutional and national animal care guidelines.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title><italic>ntnh</italic> gene detection in NCBI genomes</title>
<p><italic>Clostridium</italic> species proteomes (excluding atypical, metagenome-assembled and multi-isolate project ones), were downloaded from NCBI-Genome repository (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/datasets/genome/?taxon=2913503">https://www.ncbi.nlm.nih.gov/datasets/genome/?taxon=2913503</ext-link>) (Accession: 03/09/2025). Toxin cluster proteins were identified within these proteomes using MMSeqs2 (<ext-link ext-link-type="uri" xlink:href="https://search.mmseqs.com">https://search.mmseqs.com</ext-link>) and representative sequences for toxin subtypes (<xref ref-type="bibr" rid="B11">Lindstr&#xf6;m et&#xa0;al., 2001</xref>) besides for NTNH (GenBank accession number: Q45914), H70 (Q9LBR5.1), HA17 (P46083), HA33 (P0DPR0.1), BotR (WP_011948509.1), P47 (WGZ47456.1), ORFX1 (WGZ47458.1), ORFX2 (WGZ4759.1) and ORFX2 (WGZ4760.1). Identity between homologs was calculated following alignment with Muscle v3.8.1551 (<ext-link ext-link-type="uri" xlink:href="https://www.drive5.com/muscle/">https://www.drive5.com/muscle/</ext-link>). Isolate metadata was downloaded from NCBI Biosample (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/biosample">https://www.ncbi.nlm.nih.gov/biosample</ext-link>). NTNH presence in non-<italic>Clostridium</italic> genomes was explored by BLAST against the RefSeq select database (<ext-link ext-link-type="uri" xlink:href="https://blast.ncbi.nlm.nih.gov/Blast.cgi">https://blast.ncbi.nlm.nih.gov/Blast.cgi</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>Study population</title>
<p>Two distinct sample groups were collected: the prospective BoNT-diagnostic group, comprised 88 samples from 77 foodborne botulism (FB) and 11 infant botulism (IB) cases; and the BoNT-historical group, consisting of 54 samples from 35 FB cases and 19 IB cases (<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>Epidemiological characteristics of patients with suspected or confirmed botulism.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Group</th>
<th valign="middle" align="center">Sex</th>
<th valign="middle" align="center">Age range (median)</th>
<th valign="middle" align="center">Location</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="4" align="left">BoNT<sup>1</sup>-diagnostic group (88)</th>
</tr>
<tr>
<td valign="middle" align="left">FB<sup>2</sup> (77)</td>
<td valign="middle" align="left">29 females</td>
<td valign="middle" align="left">27&#x2013;75 yr. (52 yr.)</td>
<td valign="middle" rowspan="4" align="left">Andalusia (19), Aragon (1), Asturias (3), Canary Islands (3), Cantabria (1), Catalonia (14), Castile and Le&#xf3;n (13), Castile-La Mancha (2), Galicia (3), Madrid (12), Melilla (1), Murcia (1), Navarre (1), Valencian Community (8), Basque Country (6)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">48 males</td>
<td valign="middle" align="left">43&#x2013;75 yr. (55 yr.)</td>
</tr>
<tr>
<td valign="middle" align="left">IB<sup>3</sup> (11)</td>
<td valign="middle" align="left">6 females</td>
<td valign="middle" align="left">1&#x2013;12 months (4 months)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">5 males</td>
<td valign="middle" align="left">3&#x2013;11 months (5 months)</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">BoNT<sup>1</sup>-historical group (54)</th>
</tr>
<tr>
<td valign="middle" align="left">FB<sup>2</sup> (35)</td>
<td valign="middle" align="left">13 females</td>
<td valign="middle" align="left">14 months-80 yr. (61 yr.)</td>
<td valign="middle" rowspan="4" align="left">Andalusia (15), Aragon (3), Baleares (1), Catalonia (13), Castile and Le&#xf3;n (6), Castile-La Mancha (2), Galicia (1), Madrid (6), Rioja (2), Valencian Community (1), Basque Country (4)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">22 males</td>
<td valign="middle" align="left">19&#x2013;79 yr. (56 yr.)</td>
</tr>
<tr>
<td valign="middle" align="left">IB<sup>3</sup> (19)</td>
<td valign="middle" align="left">9 females</td>
<td valign="middle" align="left">20 days-6 months (4 months)</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="left">10 males</td>
<td valign="middle" align="left">1&#x2013;9 months (5 months)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p><sup>1</sup>BoNT, botulinum neurotoxin; <sup>2</sup>FB, foodborne botulism; <sup>3</sup>IB, infant botulism.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title><italic>ntnh</italic> gene detection</title>
<p>In the prospective BoNT-diagnostic group, ten FB cases were <italic>ntnh</italic> positive. Of these, five cases were also positive for SMB and the <italic>bont</italic> gene, while three cases were only <italic>bont</italic> gene positive. The remaining two cases were negative for both the SMB and <italic>bont</italic> tests. Eight cases of IB were <italic>ntnh</italic> positive: four were also positive for SMB and the <italic>bont</italic> gene, one was positive only for the SMB, and three were positive only for the <italic>bont</italic> gene. Regarding the BoNT-historical group, <italic>ntnh</italic> detection was positive in twenty-six FB cases. Of these, eleven cases were positive for both SMB and the <italic>bont</italic> gene, one was positive only for the SMB, and fourteen were positive only for the <italic>bont</italic> gene. Seventeen IB cases were <italic>ntnh</italic> positive: thirteen were positive for both SMB and the <italic>bont</italic> gene, one was positive only for the SMB, and three were positive only for the <italic>bont</italic> gene.</p>
<p>Overall, positive <italic>ntnh</italic> gene detection reinforced the positive results obtained by either the SMB or <italic>bont</italic> gene detection in twenty-six cases (35.62%) respect to the positives cases by SMB and/or <italic>bont</italic> genes tests (confirmed botulism). Conversely, the <italic>ntnh</italic> gene failed to detect two FB cases in the historical group, despite positive results from both SMB and <italic>bont</italic> gene tests. Meanwhile, <italic>ntnh</italic> was detected in two FB cases from the BoNT-diagnostic group, that were negative by both the SMB and <italic>bont</italic> gene tests. Data are compiled in <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref> and in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S2</bold></xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Distribution of <italic>ntnh</italic> detection results across the BoNT-diagnostic group (suspected cases) and the BoNT-historical group (confirmed cases).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-16-1758429-g001.tif">
<alt-text content-type="machine-generated">Venn diagrams compare results for SMB-positive, bont gene-positive, and ntnh gene-positive groups among food-borne and infant cases for BoNT-diagnostic (88 cases) and BoNT-historical (54 cases) groups. Distinct circles illustrate overlaps and unique distributions, with numbers representing cases in each category, highlighting diagnostic patterns in both food-borne and infant groups.</alt-text>
</graphic></fig>
<p>Consistent with the established associations between cluster category and <italic>bont</italic> type (<xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>), our findings showed the following distribution: the <italic>ntnh-ha</italic> cluster was associated with <italic>bont</italic>/A (n=5), <italic>bont</italic>/B (n=45), and <italic>bont</italic>/F (n=1); the <italic>ntnh</italic>-<italic>orf</italic>X cluster was linked to <italic>bont</italic>/A (n=1) and <italic>bont</italic>/F (n=2). In one case of <italic>bont</italic>/A(B), both cluster types were observed.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title><italic>ntnh</italic> gene detection in public NCBI genomes</title>
<p>The presence, sequence conservation and co-existence of BoNT and NTNH were assessed using public genomes from updated repositories. Of the 3,250 RefSeq and 2,494 GenBank <italic>Clostridium</italic> genome-based annotated proteomes, 474 and 395, respectively, contained BoNT variants sharing at least 50% identity and 50% alignment length with one BoNT representative. These involved five species previously associated with the BoNT presence. No significant NTNH hits were detected in non-<italic>Clostridium</italic> species.</p>
<p>Most BoNT cluster proteins showed a strong type association pattern, (i.e. HA proteins with BoNT/A, B, C and D; and OrfX/P47 with BoNT/E, F and G types). The exception was NTNH, which co-existed in 90-100% of strains of all types as appears in color-ranked in the &#x201c;NTNH&#x201d; labelled column of <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Genome analysis of <italic>bont/ntnh</italic> containing genomes. <bold>(A)</bold> Co-presence of cluster proteins in toxin subtype. <bold>(B)</bold> Inter-subtype sequence identity of <italic>bont</italic> and <italic>ntnh</italic> variants. <bold>(C)</bold> Venn diagrams showing genomic samples with exclusive and overlapping detection of <italic>bont</italic> and <italic>ntnh</italic> genes in RefSeq and GenBank repositories.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-16-1758429-g002.tif">
<alt-text content-type="machine-generated">Panel A shows a heatmap comparing the percentage co-presence of cluster proteins across various toxin subtypes, with darker red indicating higher percentages. Panel B presents a scatterplot of average NTHN and Btox percent identity between subtypes, using green for same B tox type and pink for distinct B tox type. Panel C features two Venn diagrams comparing the overlap of bont-positive and ntnh-positive datasets in RefSeq and GenBank, showing respective intersection and unique values.</alt-text>
</graphic></fig>
<p>Regarding sequence conservation, NTNH and BoNT homologs showed comparable average identity percentage within BoNT subtypes (90.0 &#xb1; 10.6% vs 88.3 &#xb1; 11.9%, respectively). In contrast, when homologs from different BoNT subtypes were compared (all-against-all), NTNH was far more conserved than BoNT, particularly when different types were involved (67.2 &#xb1; 8.9% vs 39.7 &#xb1; 8.4%, respectively) (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2B, C</bold></xref>). In <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>, the majority of the data points&#x2014;which represent the averaged inter-subtype identities for BoNT and NTNH between toxin subtype pairs&#x2014;are located above the diagonal of identity. This distribution demonstrates that, in most instances, NTNH sequences exhibit significantly higher conservation than their corresponding BoNT sequences. This trend becomes even more pronounced when comparing subtypes belonging to different toxin types, further supporting our observation that NTNH remains more conserved across divergent lineages. While, <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2C</bold></xref> focuses on the reliability of genomic detection regardless of sequence identity. This approach increases the detection rate of toxigenic strains that might otherwise yield negative results for the <italic>bont</italic> gene.</p>
<p>Furthermore, <italic>ntnh</italic> was detected in seven and twelve BoNT-negative <italic>Clostridium</italic> strains in RefSeq and GenBank genome datasets, respectively. These represented 1.8% and 3.0% increments with respect to BoNT-positive strains and involved only three RefSeq-GenBank duplicated cases. Moreover, metadata of these samples indicated a variety of isolation years, countries, isolation sources and sequencing platforms (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Altogether, NTNH detection reinforces the sensitivity of genome-based botulism diagnosis through functional inference.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>The effectiveness of molecular tests in reliably detecting all known BoNT subtype variants causing botulism is constrained by the genetic diversity of BoNTs, even within toxin types (<xref ref-type="bibr" rid="B7">Hill et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B12">Peck et&#xa0;al., 2017</xref>). To address this constraint on accuracy, the detection of NTNH offers an alternative. The <italic>ntnh</italic> gene was exclusively found in toxin-producing clostridia and displayed a high co-presence pattern with <italic>bont</italic> gene. This confirms that the heteromeric stabilized neurotoxin is the actual virulence factor and that <italic>ntnh</italic>-based diagnostic methods are therefore causal. Despite the <italic>ntnh</italic> gene is a known &#x201c;hotspot&#x201d; for recombination, insertions, and mosaicism (<xref ref-type="bibr" rid="B3">East et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B6">Harris et&#xa0;al., 2024</xref>), it was found more conserved than BoNT variants and is thus amenable to widespread detection less multiplexing PCR.</p>
<p><italic>C. botulinum</italic> has a relatively stable genome except for the <italic>bont</italic> gene cluster where <italic>ntnh</italic> gene is included (<xref ref-type="bibr" rid="B9">Hill et&#xa0;al., 2009</xref>). Most of these clusters are flanked by insertion sequence elements encoding transposases that may be capable of horizontal gene transfer between <italic>C. botulinum</italic> Groups I and II, or between species (<xref ref-type="bibr" rid="B17">Smith et&#xa0;al., 2015</xref>). Regarding the variability of <italic>ntnh</italic> and <italic>bont</italic> genes across different strains, we observed that NTNH sequences within the same BoNT subtype exhibit a high degree of redundancy. Our results show that within intra-subtype comparisons (representing short-term evolution), BoNT is marginally more conserved than NTNH (99.8 &#xb1; 0.3% vs. 97.1 &#xb1; 5.7% identity), which is expected as the BoNT variant defines the subtype itself. However, this trend reverses during mid-term evolution (different subtypes within the same type), where NTNH shows higher conservation (90.0 &#xb1; 10.6% vs. 88.3 &#xb1; 11.9%). This conservation gap is greatly enhanced in long-term evolution (different toxin types), where NTNH identity remains significantly higher than BoNT (67.2 &#xb1; 8.9% vs. 39.7 &#xb1; 8.4%).</p>
<p>NTNH plays a conserved core role in stabilizing and protecting BoNTs across their diverse natural environments (soil, decaying matter, etc.), forming a stable and large toxin complex (<xref ref-type="bibr" rid="B10">Lam and Jin, 2015</xref>) that prevents the toxin from being broken down by enzymes (like proteases) before it can infect a host. However, NTNH is also highly flexible, customizing its structure and function to adapt to either the <italic>ntnh-ha</italic> cluster or the <italic>orfX-ntnh</italic> cluster (a smaller complex). This suggests that NTNH provides an evolutionarily flexible platform for developing new BoNT variants, enabling it to fit into different environments and attack specific host organisms and tissues. The adaptability of NTNH is thus tied directly to the evolutionary progress of BoNTs (<xref ref-type="bibr" rid="B5">Gao and Jin, 2024</xref>; <xref ref-type="bibr" rid="B14">Pitel et&#xa0;al., 2025</xref>). Consequently, the NTNH protein acts as an &#x201c;unsung hero&#x201d; that not only protects the toxin but actively contributes to its evolutionary success and specialization.</p>
<p>While a wide spectrum of PCR assays has been developed to detect <italic>bont</italic> genes, only a limited number of studies have incorporated the <italic>ntnh</italic> gene (<xref ref-type="bibr" rid="B16">Raphael and Andreadis, 2007</xref>; <xref ref-type="bibr" rid="B4">Fach et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B7">Hill et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>). This limited implementation may be due to the fact that <italic>ntnh</italic> detection does not inherently identify the specific toxin serotype. Previous studies have integrated <italic>ntnh</italic> gene into various platforms, including real-time PCR (<xref ref-type="bibr" rid="B16">Raphael and Andreadis, 2007</xref>; <xref ref-type="bibr" rid="B4">Fach et&#xa0;al., 2009</xref>), quantitative PCR (<xref ref-type="bibr" rid="B7">Hill et&#xa0;al., 2010</xref>), and conventional PCR (<xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>). The assay designed by Williamson et&#xa0;al. was selected because it also provides epidemiological information regarding the neurotoxin cluster type and has been validated across <italic>C. botulinum</italic> Group I, <italic>C.</italic> sp<italic>orogenes</italic>, and <italic>C. botulinum</italic> Group II (<xref ref-type="bibr" rid="B21">Williamson et&#xa0;al., 2017</xref>).</p>
<p>In botulism diagnostics, discrepancies between the detection of BoNT (the protein) and its corresponding genes (<italic>bont</italic>) are a well-documented event (<xref ref-type="bibr" rid="B2">Centurioni et&#xa0;al., 2022</xref>). Here, the application of <italic>ntnh</italic> detection in diagnosis proved to be a useful complementary target for rapidly confirming positive results from the SMB or <italic>bont</italic> PCR (26 cases, 35.62%). High correlation was found between the presence of NTNH and BoNT (96.5% of the analyzed genomes).</p>
<p>A potential limitation of <italic>ntnh</italic> detection is non-expressed toxin genes (<xref ref-type="bibr" rid="B16">Raphael and Andreadis, 2007</xref>), although this event does not occur in our study, with the detection of <italic>ntnh-ha</italic> and <italic>ntnh-orf</italic>X clusters in a BoNT/A1(B5) case. Furthermore, the <italic>ntnh</italic> assay provides only indirect evidence for BoNT presence and relies on the functional assumption that BoNT and NTNH are mutually required. While the current criteria for laboratory confirmation of botulism requires explicit positive results from the SMB and/or <italic>bont</italic> gene identification, there are no established guidelines for interpreting a positive <italic>ntnh</italic> gene detection when both the SMB and <italic>bont</italic> tests are negative. This gap in guidelines is highlighted by its occurrence in two patients within BoNT- diagnostic group who were later clinically diagnosed with food-borne botulism.</p>
<p>In conclusion, the detection of <italic>ntnh</italic> represents a valuable addition to our diagnostic arsenal of botulism. Our findings suggest the need for establishing guidelines on how to interpret a positive <italic>ntnh</italic> result in the absence of direct toxin and <italic>bont</italic> gene confirmation to maximize the potential of this target.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>.</p></sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was approved by Comit&#xe9; de &#xc9;tica de la Investigaci&#xf3;n y de Bienestar Animal (CEIyBA) del Instituto de Salud Carlos III. The study was conducted in accordance with the local legislation and institutional requirements.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>SV: Formal Analysis, Visualization, Funding acquisition, Data curation, Validation, Project administration, Resources, Software, Methodology, Supervision, Writing &#x2013; review &amp; editing, Investigation, Conceptualization, Writing &#x2013; original draft. MV: Investigation, Conceptualization, Writing &#x2013; review &amp; editing, Formal Analysis, Writing &#x2013; original draft, Data curation. SD-R: Writing &#x2013; review &amp; editing, Formal Analysis, Investigation, Methodology, Data curation. GC: Validation, Methodology, Supervision, Data curation, Investigation, Writing &#x2013; review &amp; editing, Formal Analysis. MM-P: Methodology, Validation, Formal Analysis, Supervision, Data curation, Funding acquisition, Conceptualization, Investigation, Writing &#x2013; review &amp; editing, Resources, Writing &#x2013; original draft. JP: Resources, Validation, Supervision, Methodology, Writing &#x2013; review &amp; editing, Software. MH: Writing &#x2013; review &amp; editing, Methodology, Formal Analysis, Investigation, Data curation. NG: Methodology, Data curation, Formal Analysis, Investigation, Writing &#x2013; review &amp; editing. PV: Conceptualization, Project administration, Data curation, Supervision, Writing &#x2013; review &amp; editing, Methodology, Writing &#x2013; original draft, Formal Analysis, Investigation. AM-G: Supervision, Software, Methodology, Writing &#x2013; review &amp; editing, Conceptualization, Investigation, Writing &#x2013; original draft, Data curation, Validation, Formal Analysis.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank the clinical staff, microbiologist and epidemiologists involved in the diagnosis and surveillance of human botulism in Spain. Thanks are also owed to the personnel of the Veterinary Unit at the Animal Department of the Instituto de Salud Carlos III for their help in SMB assays.</p>
</ack>
<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>
<p>The author AM-G declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</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.2026.1758429/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2026.1758429/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/70835">Nahed Ismail</ext-link>, University of Illinois Chicago, 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/3126237">Soumyadeep Chakraborty</ext-link>, University of South Florida, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3328381">Ming Zhang</ext-link>, Nanfang College of Sun Yat-sen University, China</p></fn>
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