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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Allergy</journal-id>
<journal-title>Frontiers in Allergy</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Allergy</abbrev-journal-title>
<issn pub-type="epub">2673-6101</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/falgy.2025.1598583</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Allergy</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Tropomyosin-based cross-reactivity and asymptomatic shellfish sensitization in patients with perennial allergy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Hollstein</surname><given-names>Moritz Maximilian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/3013261/overview"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/></contrib>
<contrib contrib-type="author"><name><surname>Schuppe</surname><given-names>Marie Charlotte</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
<contrib contrib-type="author"><name><surname>Hahn</surname><given-names>Katharina Klara</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/2843750/overview" /><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
<contrib contrib-type="author"><name><surname>Dasari</surname><given-names>Prasad</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/></contrib>
<contrib contrib-type="author"><name><surname>Forkel</surname><given-names>Susann</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/></contrib>
<contrib contrib-type="author"><name><surname>Beutner</surname><given-names>Caroline</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Buhl</surname><given-names>Timo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/476818/overview" /><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Department of Dermatology, Venereology and Allergology, University Medical Centre G&#x00F6;ttingen</institution>, <addr-line>G&#x00F6;ttingen</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Lower Saxony Institute of Occupational Dermatology, University Medical Centre G&#x00F6;ttingen</institution>, <addr-line>G&#x00F6;ttingen</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Franco Harald Falcone, University of Giessen, Germany</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Daniel Radtke, University Hospital Erlangen and Friedrich-Alexander University Erlangen-Nuremberg, Germany</p>
<p>Simone Foti Randazzese, University of Messina, Italy</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Moritz Maximilian Hollstein <email>Moritz.Hollstein@med.uni-goettingen.de</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>27</day><month>06</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>6</volume><elocation-id>1598583</elocation-id>
<history>
<date date-type="received"><day>23</day><month>03</month><year>2025</year></date>
<date date-type="accepted"><day>06</day><month>06</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Hollstein, Schuppe, Hahn, Dasari, Forkel, Beutner and Buhl.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Hollstein, Schuppe, Hahn, Dasari, Forkel, Beutner and Buhl</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://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.</p></license>
</permissions>
<abstract><sec><title>Background</title>
<p>Mite, cockroach, and shellfish (crab, clam, and shrimp) proteins share allergenic epitopes. The determination of specific IgE (sIgE) against cockroach (<italic>Blattella germanica,</italic> relevant in asthma) and shellfish allergens (relevant in food allergy) using whole-body extracts necessitates detailed knowledge of IgE cross-reactivity.</p>
</sec><sec><title>Objective</title>
<p>This study aimed to evaluate whether cross-reactivity between aeroallergens and food allergens is clinically relevant and whether subjects with mite and/or cockroach sensitization are at risk of false-positive results in shellfish food allergy diagnostics.</p>
</sec><sec><title>Methods</title>
<p>In this cross-sectional, single-center study, we recruited 200 patients with elevated sIgE against &#x2265;1 allergen at random from our outpatient clinic and assessed allergic comorbidity. We analyzed sIgE against mites (<italic>Dermatophagoides pteronyssinus, Dermatophagoides farinae,</italic> or <italic>Blomia tropicalis</italic>), German cockroach (<italic>B. germanica</italic>), crab, clam, and shrimp whole allergen extract, as well as sIgE against mite tropomyosin Der p 10 and shrimp tropomyosin Pen a 1 (in a subpopulation), using automated ImmunoCAP Specific IgE Tests.</p>
</sec><sec><title>Results</title>
<p>During allergologic assessment, two participants reported previous anaphylaxis to fish and/or seafood and were excluded from further analysis. The final study population comprised 150 female and 48 male participants. Of these, 93 presented with positive sIgE against mites. As expected, participants with mite sensitization displayed an elevated prevalence of perennial asthma or allergic rhinitis (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Further, they were more often sensitized to German cockroach, crab, claw, or shrimp (each <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Der p 10 and Pen a 1 sIgE levels were below the cutoff level (&#x003C;0.35&#x2005;kU/L) in all subjects. However, the correlation analyses revealed that tropomyosin sIgE explained between 24&#x0025; and 55&#x0025; of the variance (R<sup>2</sup>) in sIgE against clam, crab, German cockroach, or shrimp (each <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001).</p>
</sec><sec><title>Conclusion</title>
<p>Patients with mite sensitization have higher asymptomatic sIgE levels to shellfish. Even in patients with anti-tropomyosin sIgE levels below the cutoff level, anti-tropomyosin sIgE correlates strongly with sIgE against German cockroach, crab, clam, and shrimp. Our findings suggest large-scale false-positive results for sIgE to shellfish when analyzing patients with mite- or cockroach sensitization.</p>
</sec>
</abstract>
<kwd-group>
<kwd>tropomyosin</kwd>
<kwd>perennial allergy</kwd>
<kwd>food allergy</kwd>
<kwd>IgE cross-reactivity</kwd>
<kwd>shellfish</kwd>
</kwd-group><counts>
<fig-count count="3"/>
<table-count count="2"/><equation-count count="0"/><ref-count count="34"/><page-count count="8"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Allergy Diagnosis</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>In allergic rhinitis, allergic asthma, and food allergy, organisms mount a type 2 immune response toward antigens from otherwise harmless exogenous substances, such as grass pollen or food protein. This immune response results in the production of antigen-specific IgE (sIgE) antibodies by plasma cells. The produced sIgE circulates through the organism and binds to mast cells. Upon re-exposition, this membrane-bound IgE can be crosslinked, triggering mast cell degranulation. Mast cell granules contain, amongst other mediators, histamine, a main mediator of allergic symptoms (<xref ref-type="bibr" rid="B1">1</xref>). Patient histories suggesting allergic rhinitis, allergic asthma, and food allergies are usually confirmed by measuring antigen-specific IgE in blood serum, by skin testing (<xref ref-type="bibr" rid="B2">2</xref>), or ultimately by allergen challenge (<xref ref-type="bibr" rid="B3">3</xref>). It is important to note that skin tests and sIgE measurements may only prove sensitization. The presence of clinical symptoms upon allergen exposure is a mandatory feature of allergic diseases (<xref ref-type="bibr" rid="B4">4</xref>). Therefore, sensitization does not automatically imply allergy. The reasons for this are not fully understood.</p>
<p>The prevalence of allergic sensitization, especially to airborne allergens, has increased significantly in recent decades (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Among children in the Western world, asthma is the most prevalent chronic airway disease, affecting up to 14&#x0025; of children aged 14 years and younger. A major risk factor for asthma is sensitization to cockroach antigens (<xref ref-type="bibr" rid="B9">9</xref>). Skin tests of US children with moderate-to-severe asthma found that 69&#x0025; were sensitized to cockroach antigens (<xref ref-type="bibr" rid="B10">10</xref>). Allergen extracts have not yet been replaced by molecular diagnostics for mite and cockroach allergy diagnosis (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>Food allergy is less common but is potentially lethal, as it may cause anaphylaxis. In the US and Germany, 10.8&#x0025; (<xref ref-type="bibr" rid="B12">12</xref>) and 4.7&#x0025; (<xref ref-type="bibr" rid="B13">13</xref>) of adults self-report an IgE-mediated food allergy, respectively. These numbers are likely far higher than the prevalence of IgE-mediated food anaphylaxis in the real world. For a layperson, IgE-mediated oral allergy syndrome (OAS) and intolerance reactions may easily be confused with a genuine food allergy that causes anaphylaxis. The proportion of Germans sensitized to foods (25.5&#x0025;) is far higher than the above-mentioned prevalence of food allergy (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>Among the most common foods causing anaphylaxis in adults are peanuts, tree nuts, and shellfish (<xref ref-type="bibr" rid="B14">14</xref>). In children, the most allergenic foods are milk, egg, peanut, tree nuts, fish, wheat, shellfish, and soy (<xref ref-type="bibr" rid="B15">15</xref>). The term seafood generally encompasses fish, crustaceans, and mollusks. The term shellfish is used more narrowly and refers to mollusks and crustaceans, but not fish (<xref ref-type="bibr" rid="B16">16</xref>). The major allergens in fish (parvalbumin) and shellfish (tropomyosin) do not overlap. Sensitization to shellfish is found in 6&#x0025; of the US population (<xref ref-type="bibr" rid="B17">17</xref>), while self-reported shellfish allergy affects 2&#x0025; (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>In shellfish, i.e., mollusks and crustaceans such as shrimp, tropomyosin is considered to be the major allergen (<xref ref-type="bibr" rid="B19">19</xref>). Tropomyosin can be found in <italic>Penaeus aztecus</italic> (brown shrimp), <italic>Crangon crangon</italic> (North Sea shrimp), <italic>Charybdis feriatus</italic> (crucifix crab), <italic>Macrobrachium rosenbergii</italic> (giant freshwater shrimp), <italic>Homarus americanus</italic> (American lobster), and similar animals. However, it can also be found in <italic>Dermatophagoides pteronyssinus</italic> [house dust mite (HDM)], <italic>Dermatophagoides farinae</italic> (American house dust mite), <italic>Blattella germanica</italic> (German cockroach), and <italic>Periplaneta americana</italic> (American cockroach) (<xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>This suggests IgE cross-reactivity between aeroallergens (cockroach and mites) and food allergens (shellfish) (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>). This study aimed to evaluate whether this cross-reactivity is clinically relevant and whether subjects with mite and/or cockroach sensitization are at risk of false-positive results in shellfish food allergy diagnostics.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Materials and methods</title>
<p>In this cross-sectional, single-center study, 200 patients with elevated sIgE against &#x2265;1 allergen from our outpatient clinic were recruited at random and their allergic comorbidity was assessed. The participants&#x2019; sera were analyzed for sIgE against mites (<italic>D. pteronyssinus, D. farinae,</italic> or <italic>B. tropicalis</italic>), German cockroach (<italic>B. germanica</italic>), crab, clam, and shrimp whole extract, as well as sIgE against tropomyosin Der p 10 (tropomyosin from HDM), using automated ImmunoCAP Specific IgE Tests (Thermo Fisher, Waltham, MA, USA) following the manufacturer&#x0027;s instructions. In a subpopulation of subjects with suspected tropomyosin-based cross-reactivity (i.e., those with elevated levels of sIgE against any mite and crab, against any mite and German cockroach, or against German cockroach and crab) (<italic>n</italic>&#x2009;&#x003D;&#x2009;30), sIgE against Pen a 1 (tropomyosin from shrimp) was also evaluated. The level of sIgE antibodies was measured in kU/L. The results were interpreted as positive when concentrations of specific IgE antibodies were above the manufacturer&#x0027;s cutoff (&#x2265;0.35&#x2005;kU/L). In addition, we report our results using the established and more sensitive cutoff of 0.1&#x2005;kU/L (<xref ref-type="bibr" rid="B23">23</xref>). All the included patients provided written informed consent before their inclusion in the study, indicating that their patient data may be used for academic research. The study was approved by the ethics committee of the University Medical Centre Goettingen (ref. 01/12/21). The study was conducted in accordance with the local legislation and institutional requirements.</p>
<p>Individuals who reported previous anaphylaxis caused by fish or seafood during the allergological assessment were excluded from further analyses. Statistical analyses were conducted using the <italic>gtsummary</italic> (v2.0.0) and <italic>ggplot2</italic> (v3.5.1) packages in R 4.2.1 (R Project; <ext-link ext-link-type="uri" xlink:href="http://www.r-project.org">http://www.r-project.org</ext-link>). For group comparisons, we applied Wilcoxon rank sum tests. Linear regressions were performed using the Pearson method in the <italic>ggpubr</italic> package (v0.6.0).</p>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<sec id="s3a"><title>An asymptomatic elevation in the levels of sIgE against German cockroach, crab, clam, and shrimp whole allergen extract was frequently found</title>
<p>Of the 200 participants with elevated levels of sIgE against at least one allergen, two reported previous anaphylaxis against fish or seafood allergens and were excluded from further analyses (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). The patient characteristics are available in the Supplementary Material (<xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Using the recommended cutoff of 0.35&#x2005;kU/L, 86 (43&#x0025;) participants were positive for sIgE against HDM, 92 (46&#x0025;) for sIgE against American HDM, 47 (24&#x0025;) for sIgE against <italic>B. tropicalis</italic>, 15 (8&#x0025;) for sIgE against clam, 21 (21&#x0025;) for sIgE against crab, 33 (17&#x0025;) for sIgE against German cockroach, and 33 (17&#x0025;) for sIgE against shrimp (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>, <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Applying the more sensitive cutoff of &#x2265;0.1&#x2005;kU/L for sIgE revealed that 72 (36&#x0025;) of the total population (<italic>n</italic>&#x2009;&#x003D;&#x2009;198) were positive for sIgE against German cockroach and 65 (33&#x0025;) displayed elevated levels of anti-shrimp IgE (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Many subjects without seafood allergy are sensitized to shellfish allergens. The bar chart shows the percentage of participants with positive results (<italic>y</italic>-axis) in measurements of sIgE against various allergen extracts (<italic>x</italic>-axis) (<italic>n</italic>&#x2009;&#x003D;&#x2009;198).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-06-1598583-g001.tif"><alt-text content-type="machine-generated">Stacked bar chart showing patient percentages with specific IgE levels for various allergens. Allergens include house dust mite, American house dust mite, Blomia tropicalis, German cockroach, shrimp, crab, and clam. IgE levels range from less than 0.1 kU/I to greater than 3.5 kU/I. House dust mite allergens have the highest patient percentages, particularly in higher IgE levels.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3b"><title>Sensitization to German cockroach, crab, clam, and shrimp is more common in individuals with sensitization to mites</title>
<p>Of the 198 patients, 93 (47&#x0025;) were sensitized to mites (HDM, American HDM, and/or <italic>B. tropicalis</italic>), and 105 (53&#x0025;) were not sensitized to mites (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>). Participants with mite sensitization displayed an elevated prevalence of perennial asthma or rhinitis (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="sec" rid="s11">Supplementary Table S2</xref>). Subjects sensitized to mites showed significantly increased levels of sIgE against clam, crab, German cockroach, and shrimp (all <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>The levels of sIgE against clam, crab, German cockroach, and shrimp in subjects with sensitization to mites (HDM, American HDM, or <italic>B. tropicalis</italic>) (<italic>n</italic>&#x2009;&#x003D;&#x2009;93, &#x201C;pos&#x201D;) vs. those without sensitization (<italic>n</italic>&#x2009;&#x003D;&#x2009;105, &#x201C;neg&#x201D;).</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Characteristic</th>
<th valign="top" align="center">Overall, <italic>n</italic>&#x2009;&#x003D;&#x2009;198</th>
<th valign="top" align="center">N<bold>eg,</bold> <italic>n</italic>&#x2009;&#x003D;<bold>&#x2009;105</bold></th>
<th valign="top" align="center">Pos, <italic>n</italic>&#x2009;&#x003D;&#x2009;93</th>
<th valign="top" align="center"><italic>p</italic>-value<xref ref-type="table-fn" rid="table-fn2"><sup>a</sup></xref></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="4">Clam sIgE</td>
<td valign="top" align="center" colspan="1">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Mean (SD)</td>
<td valign="top" align="center">0.25 (1.27)</td>
<td valign="top" align="center">0.13 (0.48)</td>
<td valign="top" align="center">0.38 (1.78)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Median (Q1, Q3)</td>
<td valign="top" align="center">0.03 (0.02, 0.07)</td>
<td valign="top" align="center">0.02 (0.01, 0.04)</td>
<td valign="top" align="center">0.03 (0.02, 0.10)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">(Min, Max)</td>
<td valign="top" align="center">(0.01, 13.99)</td>
<td valign="top" align="center">(0.01, 3.18)</td>
<td valign="top" align="center">(0.01, 13.99)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Crab sIgE</td>
<td valign="top" align="center" colspan="1">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Mean (SD)</td>
<td valign="top" align="center">0.22 (0.83)</td>
<td valign="top" align="center">0.04 (0.16)</td>
<td valign="top" align="center">0.41 (1.16)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Median (Q1, Q3)</td>
<td valign="top" align="center">0.01 (0.00, 0.08)</td>
<td valign="top" align="center">0.00 (0.00, 0.02)</td>
<td valign="top" align="center">0.06 (0.01, 0.23)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">(Min, Max)</td>
<td valign="top" align="center">(0.00, 7.84)</td>
<td valign="top" align="center">(0.00, 1.47)</td>
<td valign="top" align="center">(0.00, 7.84)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="4">German cockroach sIgE</td>
<td valign="top" align="center" colspan="1">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Mean (SD)</td>
<td valign="top" align="center">0.38 (1.55)</td>
<td valign="top" align="center">0.15 (0.41)</td>
<td valign="top" align="center">0.65 (2.20)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Median (Q1, Q3)</td>
<td valign="top" align="center">0.06 (0.03, 0.21)</td>
<td valign="top" align="center">0.04 (0.03, 0.08)</td>
<td valign="top" align="center">0.13 (0.05, 0.36)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">(Min, Max)</td>
<td valign="top" align="center">(0.02, 17.32)</td>
<td valign="top" align="center">(0.02, 3.07)</td>
<td valign="top" align="center">(0.02, 17.32)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left" colspan="4">Shrimp sIgE</td>
<td valign="top" align="center" colspan="1">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Mean (SD)</td>
<td valign="top" align="center">0.25 (0.68)</td>
<td valign="top" align="center">0.09 (0.32)</td>
<td valign="top" align="center">0.43 (0.90)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">Median (Q1, Q3)</td>
<td valign="top" align="center">0.05 (0.02, 0.14)</td>
<td valign="top" align="center">0.03 (0.02, 0.06)</td>
<td valign="top" align="center">0.11 (0.04, 0.45)</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">(Min, Max)</td>
<td valign="top" align="center">(0.00, 5.95)</td>
<td valign="top" align="center">(0.00, 3.14)</td>
<td valign="top" align="center">(0.00, 5.95)</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>Cutoff of 0.35&#x2005;kU/L.</p></fn>
<fn id="table-fn2"><label><sup>a</sup></label>
<p>Wilcoxon rank sum test.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>As expected, correlation analyses revealed strong and significant linear correlations between HDM, American HDM, and <italic>B. tropicalis</italic>. sIgE against HDM correlated significantly, yet weakly, with crab (R<sup>2</sup>&#x2009;&#x003D;&#x2009;0.025, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.025) and shrimp sIgE (R<sup>2</sup>&#x2009;&#x003D;&#x2009;0.036, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.0072) (<xref ref-type="sec" rid="s11">Supplementary Figure S1</xref>).</p>
<p>Next, we analyzed all the participants without mite sensitization but with sIgE against clam, crab, German cockroach, or shrimp (cutoff of &#x2265;0.35&#x2005;kU/L). We found that in the participants without mite sensitization, asymptomatic sensitizations against clam or crab were never isolated but always coincided with German cockroach (three of four subjects) and/or shrimp sensitization (two of four subjects). Asymptomatic shrimp sensitization was found in two participants without mite or German cockroach sensitization. Subjects without sensitization to mites (HDM, American HDM, or <italic>B. tropicalis</italic>), but with sIgE against crab, German cockroach, clam, or shrimp, were sensitized to German cockroach in 9 of 11 cases (82&#x0025;, <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>List of patients without sIgE against mites (incl. <italic>B. tropicalis</italic>) but with positive for sIgE against either clam, crab, German cockroach, or shrimp (cutoff of &#x2265;0.35&#x2005;kU/L, <italic>n</italic>&#x2009;&#x003D;&#x2009;11).</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Patient no.</th>
<th valign="top" align="center">Clam</th>
<th valign="top" align="center">Crab</th>
<th valign="top" align="center">Cockroach</th>
<th valign="top" align="center">Shrimp</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">Pos</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">Pos</td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">Pos</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3c"><title>Cross-reactivity can be explained by tropomyosin epitopes</title>
<p>To evaluate potential cross-reactivity, we measured anti-tropomyosin IgE antibodies against Der p 10 (HDM tropomyosin, <italic>n</italic>&#x2009;&#x003D;&#x2009;198) and, in a smaller subpopulation, against Pen a 1 (shrimp tropomyosin, <italic>n</italic>&#x2009;&#x003D;&#x2009;30). Both were highly correlated (R<sup>2</sup>&#x2009;&#x003D;&#x2009;0.91, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="sec" rid="s11">Supplementary Figure S2</xref>). Anti-Der p 10 and Pen a 1 sIgE levels were below the cutoff of 0.35&#x2005;kU/L in all subjects (<xref ref-type="sec" rid="s11">Supplementary Table S3</xref>, <xref ref-type="sec" rid="s11">Figure S3</xref>). The linear correlations between anti-tropomyosin IgE antibodies against both species and anti-American HDM and anti-<italic>B. tropicalis</italic> sIgE levels were weak. Less than 5&#x0025; of anti-American HDM and anti-<italic>B. tropicalis</italic> sIgE was explained by the tropomyosin from the respective species (R<sup>2</sup>&#x2009;&#x003C;&#x2009;5&#x0025;, <xref ref-type="fig" rid="F2">Figures&#x00A0;2A&#x2013;D</xref>). In contrast, anti-crab sIgE levels were explained by approximately 50&#x0025; of the same subject&#x2019;s anti-tropomyosin IgE levels (R<sup>2</sup>&#x2009;&#x003D;&#x2009;0.49, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 for Der p 10; R<sup>2</sup>&#x2009;&#x003D;&#x2009;0.55, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001 for Pen a 1, <xref ref-type="fig" rid="F2">Figures&#x00A0;2E,F</xref>).</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Tropomyosin sIgE correlates with crab sIgE but not mite sIgE. Linear correlations of Der p 10 (left; <bold>A,C,E</bold>; <italic>n</italic>&#x2009;&#x003D;&#x2009;198) or Pen a 1 (right; <bold>B,D,F</bold>; <italic>n</italic>&#x2009;&#x003D;&#x2009;30) with anti-American HDM <bold>(A,B)</bold>, anti-<italic>B. tropicalis</italic> <bold>(C,D)</bold>, and anti-crab <bold>(E,F)</bold> sIgE. Mite-positive subjects [sensitization to mites (HDM, American HDM, or <italic>B. tropicalis</italic> with a cutoff of 0.35&#x2005;kU/L] are depicted in gray and mite-negative subjects are depicted in yellow.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-06-1598583-g002.tif"><alt-text content-type="machine-generated">Scatter plot series showing correlations between various allergens and specific IgE levels. Graphs A through D show weak correlations with R-squared values near zero, indicating low significance. Graphs E and F show stronger correlations with R-squared values of 0.49 and 0.55, respectively. Blue trend lines indicate linear regression, with color-coded dots (gray for negative, orange for positive) representing data points.</alt-text>
</graphic>
</fig>
<p>Anti-German cockroach sIgE levels correlated with both anti-HDM and anti-shrimp tropomyosin sIgE levels, with 43&#x0025; of the variation in anti-German cockroach sIgE levels explainable by anti-HDM tropomyosin sIgE levels (Der p 10, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="F3">Figure&#x00A0;3A</xref>) and 49&#x0025; explainable by anti-shrimp tropomyosin sIgE levels (Pen a 1, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="F3">Figure&#x00A0;3B</xref>). Anti-Der p 10 sIgE levels explained 33&#x0025; (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="F3">Figure&#x00A0;3C</xref>) and anti-Pen a 1 sIgE levels explained 35&#x0025; of anti-clam sIgE levels (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="F3">Figure&#x00A0;3D</xref>). Anti-shrimp sIgE levels could be explained by anti-HDM tropomyosin sIgE levels (Der p 10) by up to 24&#x0025; (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="F3">Figure&#x00A0;3E</xref>) and by anti-shrimp tropomyosin sIgE levels (Pen a 1) by up to 25&#x0025; (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001, <xref ref-type="fig" rid="F3">Figure&#x00A0;3F</xref>).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Tropomyosin sIgE correlates with German cockroach sIgE, clam sIgE, and shrimp sIgE. Linear correlations of Der p 10 (left; <bold>A,C,E</bold>; <italic>n</italic>&#x2009;&#x003D;&#x2009;198) or Pen a 1 (right; <bold>B,D,F</bold>; <italic>n</italic>&#x2009;&#x003D;&#x2009;30) with anti-German cockroach <bold>(A,B)</bold>, anti-clam <bold>(C,D)</bold>, and anti-shrimp <bold>(E,F)</bold> sIgE. Mite-positive subjects [sensitization to mites (HDM, American HDM, or <italic>B. tropicalis</italic> with a cutoff of 0.35&#x2005;kU/L] are depicted in gray and mite-negative subjects are depicted in yellow.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="falgy-06-1598583-g003.tif"><alt-text content-type="machine-generated">Scatterplots labeled A to F, showing relationships between specific serum IgE levels for German cockroach, clam, and shrimp allergens against two types of tropomyosin IgE levels. Each plot includes a trend line, R-squared values, and significance levels, indicating varying degrees of correlation. Yellow data points are specified in each plot.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>This study aimed to evaluate the clinical relevance of cross-reactivity between specific aeroallergens (cockroaches and mites) and food allergens (specifically, shellfish), and the potential benefit of component-resolved diagnostics. In addition, the study investigated the potential risk of false-positive results in shellfish food allergy diagnostics among subjects sensitized to mites and/or cockroaches. The study established that subjects with mite sensitization had significantly elevated sIgE levels against shellfish allergens. Intriguingly, only one isolated instance of asymptomatic sensitization to shellfish antigens occurred out of 198 cases. In all the other cases, multiple sensitizations to shellfish, cockroaches, and/or mites were observed. Thus, we conclude that sensitizations to shellfish and mites frequently coincide.</p>
<p>Evidence suggests that shellfish allergens exhibit significant cross-reactivity among species (<xref ref-type="bibr" rid="B24">24</xref>). A plethora of proteins, including tropomyosin, arginine kinase, myosin light chain, sarcoplasmic calcium-binding protein, hemocyanin, troponin C, triose phosphate isomerase, and others, are evolutionarily conserved proteins present in many species, potentially causing cross-reactivity (<xref ref-type="bibr" rid="B19">19</xref>). Notably, in shrimp allergy cases, tropomyosin is the most recognized allergen component represented by sIgE antibodies in individuals who test positive in food challenges (<xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>Prior studies have proposed that tropomyosin acts as a cross-sensitizing pan-allergen among related species, such as crustaceans, cockroaches, and house dust mites (<xref ref-type="bibr" rid="B22">22</xref>). Moreover, the amino acid sequences of tropomyosin overlap by 91&#x0025;&#x2013;100&#x0025; between shrimps, prawns, lobsters, and crabs (<xref ref-type="bibr" rid="B26">26</xref>). Allergenic tropomyosin is found in invertebrates such as crustaceans (shrimp, lobster, crab, and crawfish), arachnids (such as HDM), insects (such as cockroaches), and mollusks (for example, squid), while tropomyosin from vertebrates is typically non-allergenic.</p>
<p>In our investigation, we measured the levels of sIgE against shrimp and mite tropomyosin and discovered that both correlated significantly with the levels of sIgE against shellfish in our population of subjects who do not suffer from actual seafood allergies. This finding was corroborated by a prior study that, through immunoblot analysis, confirmed in a cohort of eight patients with a shrimp allergy that anti-shrimp-tropomyosin sIgE may also detect mite, cockroach, and lobster tropomyosin (<xref ref-type="bibr" rid="B27">27</xref>). Further contextualizing this link is the observation that not only do tropomyosin amino acid sequences overlap extensively among crustaceans, but they also overlap with mite tropomyosin (for example, shrimp/HDM&#x2009;&#x003D;&#x2009;81&#x0025;) (<xref ref-type="bibr" rid="B22">22</xref>). Moreover, tropomyosin-depleted shrimp extract has been demonstrated to be considerably less effective, approximately 100 times less, in inhibiting HDM-specific IgE-binding relative to regular shrimp extract (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>Before this study, the real-world implications of tropomyosin-based cross-reactivity remained undefined. Our study revealed that tropomyosin antibodies can explain up to 55&#x0025; of the variation in sIgE against specific seafoods. Among the 198 subjects tested, 33 returned positive results for shrimp sIgE according to a conservative cutoff (&#x2265;0.35&#x2005;kU/L), whereas 65 tested positive when the more sensitive cutoff (&#x2265;0.1&#x2005;kU/L) was used. None of these subjects had previous records of severe allergic reactions to seafood (anaphylaxis). It appears that despite significant cross-reactivity, many of the cases lacked clinical significance. In subjects sensitized to mites and/or cockroaches, it seems that a large portion of the shellfish sIgE findings could be false-positives, a result of serological cross-reactivity to aeroallergens.</p>
<p>Our results pose significant questions about the utility of the analysis of sIgE against shellfish allergens in patients with mite allergies. However, the reliability of our results may be constrained due to our reliance on the patients&#x2019; historical accounts to evaluate cases of anaphylaxis. Although conducting food challenges could have offered another approach, we consider it highly unlikely that subjects would forget instances of their own previous anaphylaxis or have never come into contact with shellfish. Given the notable allergenicity and cross-reactivity across different shellfish species, it seems unlikely that respective food allergies go undiagnosed. Despite OAS relating to seafood being previously reported (<xref ref-type="bibr" rid="B20">20</xref>), we opted not to investigate it further. Aside from the limited clinical relevance of OAS, this decision hinges on the fact that none of our study subjects reported OAS to seafood, and even following an extensive work-up, including food challenges, we did not anticipate gathering enough positive cases to permit meaningful statistical analysis.</p>
<p>Our findings bear clinical relevance given that HDMs are ranked among the top ten aeroallergens in Germany, with a recorded IgE seroprevalence of 15.9&#x0025; in adults between 2008 and 2011 (<xref ref-type="bibr" rid="B7">7</xref>). Furthermore, the prevalence of mite sensitization is far higher in tropical regions (with up to 87&#x0025; of allergic patients) (<xref ref-type="bibr" rid="B28">28</xref>). Besides peculiarities in mite allergen exposure (<xref ref-type="bibr" rid="B29">29</xref>), this high rate of sensitization in tropical regions may partly be attributed to cross-reactive tropomyosin antigens between mites and helminths, e.g., <italic>Ascaris</italic> (<xref ref-type="bibr" rid="B30">30</xref>).</p>
<p>The cross-reactivity with cockroach allergens is additionally of clinical relevance, given that arthropods and invertebrates, such as cockroaches, are common causative agents of allergic diseases in US households. In the German cockroach (<italic>B. germanica</italic>), Bla g 1&#x2013;5 are considered major antigens, while tropomyosin (Bla g 7) is a minor antigen (<xref ref-type="bibr" rid="B31">31</xref>). Depending on the population and geographical area, the prevalence among cockroach-sensitized subjects for IgE against tropomyosin (Bla g 7) is approximately 18&#x0025; (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>To guarantee that the subjects included in the study were capable of mounting IgE hypersensitivity reactions, we only selected patients with at least one sIgE sensitization. To curtail selection bias, we opted to assess patients without a history of anaphylaxis. We registered a much higher frequency of sensitization against HDM (43&#x0025;) compared to the general (unselected) German population (15.9&#x0025;) (<xref ref-type="bibr" rid="B7">7</xref>). Interestingly, although there is a prevalence of sensitization against HDM (<italic>D. pteronyssinus</italic>) of approximately 15.9&#x0025; in Germany, a mere 0.5&#x0025; of German adults show IgE sensitization to shrimp tropomyosin Pen a 1 (a recombinant tropomyosin from <italic>P. aztecus</italic>, also known as brown shrimp) (<xref ref-type="bibr" rid="B7">7</xref>). Consistent with these findings, we did not register any subjects positive for sIgE against mite or shrimp tropomyosin. Conversely, other studies have reported that approximately 10&#x0025; of mite-allergic individuals in Europe exhibit measurable IgE reactivity against mite tropomyosin (Der p 10) (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>There is functional evidence of sIgE interference between tropomyosin and other epitopes, and we found a strong correlation between anti-tropomyosin sIgE and the corresponding allergen extracts. However, the scale of anti-tropomyosin sIgE antibodies (all below 0.35&#x2005;kU/L) appeared insufficient to account for the serological cross-reactivity observed (mean level of sIgE against shrimp of 0.43&#x2005;kU/L), at least in our cohort. It needs to be taken into account that comparing the level of sIgE against allergen extracts with that against allergen components may only be indicative. Yet, the disparity in magnitude between the sIgE results for the full allergen extracts and anti-tropomyosin molecular components remains perplexing. It would have been interesting to evaluate other molecular allergens, such as arginine kinase, however, none are commercially available for regular ImmunoCAP analyses. In addition, optimizing the composition of the full body extracts for the allergen tests may be an option to improve the specificity of positive results.</p>
<p>We infer from these observations that anti-tropomyosin sIgE measurements and any other currently available component-resolved diagnostics may not be helpful in estimating potential cross-reactivity at an individual level. We instead recommend a cautious interpretation of shellfish (full allergen extract) sIgE results in patients with a history of perennial aeroallergy. Further studies could consider the potential association between anti-tropomyosin sIgE and total IgE levels in asymptomatic shellfish sensitization, a relationship previously demonstrated for asymptomatic sensitization to other allergens, such as insect venoms (<xref ref-type="bibr" rid="B34">34</xref>).</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="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by Klinisches Ethikkomitee Universit&#x00E4;tsmedizin G&#x00F6;ttingen Georg-August-Universit&#x00E4;t Robert-Koch-Stra&#x00DF;e 40 37075 G&#x00F6;ttingen. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions"><title>Author contributions</title>
<p>MMH: Software, Methodology, Data curation, Investigation, Validation, Writing &#x2013; review &#x0026; editing, Visualization, Formal Analysis, Writing &#x2013; original draft, Project administration. MS: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. KKH: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. PD: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft. SF: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation, Conceptualization. CB: Writing &#x2013; review &#x0026; editing. TB: Writing &#x2013; review &#x0026; editing, Methodology, Supervision, Writing &#x2013; original draft, Project administration, Resources, Funding acquisition, Validation.</p>
</sec>
<sec id="s8" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. We acknowledge support by the Open Access Publication Funds of the Göttingen University.</p>
</sec>
<sec id="s9" 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="s10" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that Generative AI was used in the creation of this manuscript. During the preparation of this work, the author(s) used &#x201C;Meta LLaMA 3.1 8B Instruct&#x201D; for language editing. After using this tool/service, the author(s) reviewed and&#x202F;edited the content as needed and take(s) full responsibility for the&#x202F;content of the&#x202F;publication.</p>
</sec>
<sec id="s12" sec-type="disclaimer"><title>Publisher&#x0027;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="s11" 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/falgy.2025.1598583/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/falgy.2025.1598583/full&#x0023;supplementary-material</ext-link></p>
<supplementary-material id="SD1" content-type="local-data">
<media mimetype="application" mime-subtype="vnd.openxmlformats-officedocument.wordprocessingml.document" xlink:href="Datasheet1.docx"/></supplementary-material>
</sec>
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