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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Surg.</journal-id><journal-title-group>
<journal-title>Frontiers in Surgery</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Surg.</abbrev-journal-title></journal-title-group>
<issn pub-type="epub">2296-875X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsurg.2025.1734804</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Case Report</subject>
</subj-group>
</article-categories>
<title-group>
<article-title><sans-serif>Case Report: Facial nerve schwannoma: comprehensive surgical management with nerve reconstruction and hearing rehabilitation</sans-serif></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Deffner</surname><given-names>F.</given-names></name>
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<contrib contrib-type="author"><name><surname>Aschendorff</surname><given-names>A.</given-names></name><uri xlink:href="https://loop.frontiersin.org/people/1226603/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role></contrib>
<contrib contrib-type="author"><name><surname>Arndt</surname><given-names>S.</given-names></name><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role></contrib>
<contrib contrib-type="author"><name><surname>Eisenhardt</surname><given-names>S. U.</given-names></name><uri xlink:href="https://loop.frontiersin.org/people/140089/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role></contrib>
<contrib contrib-type="author"><name><surname>Hassepa&#x00DF;</surname><given-names>F.</given-names></name><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role></contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Ketterer</surname><given-names>M. C.</given-names></name>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2137836/overview" /><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &#x0026; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role><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><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role><role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="resources" vocab-term-identifier="https://credit.niso.org/contributor-roles/resources/">Resources</role></contrib>
</contrib-group>
<aff><institution>Department of Oto-Rhino-Laryngology, Medical Center &#x2013; University of Freiburg</institution>, <city>Freiburg</city>, <country country="de">Germany</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> F. Deffner <email xlink:href="mailto:felix.deffner@uniklinik-freiburg.de">felix.deffner@uniklinik-freiburg.de</email> M. C. Ketterer <email xlink:href="mailto:manuel.christoph.ketterer@uniklinik-freiburg.de">manuel.christoph.ketterer@uniklinik-freiburg.de</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-13"><day>13</day><month>01</month><year>2026</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2025</year></pub-date>
<volume>12</volume><elocation-id>1734804</elocation-id>
<history>
<date date-type="received"><day>29</day><month>10</month><year>2025</year></date>
<date date-type="rev-recd"><day>07</day><month>12</month><year>2025</year></date>
<date date-type="accepted"><day>23</day><month>12</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026 Deffner, Aschendorff, Arndt, Eisenhardt, Hassepa&#x00DF; and Ketterer.</copyright-statement>
<copyright-year>2026</copyright-year><copyright-holder>Deffner, Aschendorff, Arndt, Eisenhardt, Hassepa&#x00DF; and Ketterer</copyright-holder><license><ali:license_ref start_date="2026-01-13">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>Facial nerve schwannomas are rare tumors that pose diagnostic and surgical challenges. We report a 17-year-old female with progressive right-sided facial paresis initially misdiagnosed as Bell&#x0027;s palsy. MRI revealed a contrast-enhancing lesion of the facial nerve. She underwent a two-stage surgery: tumor resection via mastoidectomy and hearing rehabilitation, followed by facial nerve reconstruction using masseteric-to-facial nerve transfer and cross-face sural grafting. At nine months postoperatively, facial function improved from House-Brackmann grade V to III, and hearing was preserved. Early imaging and multidisciplinary management can enable complete tumor resection with functional restoration and favorable outcomes.</p>
</abstract>
<kwd-group>
<kwd>facial nerve paresis</kwd>
<kwd>facial nerve schwannoma</kwd>
<kwd>nerve reconstruction</kwd>
<kwd>otologic surgery</kwd>
<kwd>surgical management</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement></funding-group><counts>
<fig-count count="4"/>
<table-count count="0"/><equation-count count="0"/><ref-count count="15"/><page-count count="5"/><word-count count="0"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Otorhinolaryngology - Head and Neck Surgery</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1"><title>Case history</title>
<p>A 17-year-old female presented with progressive right-sided facial nerve paresis that had first appeared four months prior. An initial diagnosis of Bell&#x0027;s palsy was made, and oral prednisolone therapy was administered without clinical improvement. Serologic testing for multiple pathogens, including <sans-serif>Borrelia burgdorferi</sans-serif>, was negative. The patient did not report hearing loss or vertigo.</p>
</sec>
<sec id="s2"><title>Clinical findings</title>
<p>Examination revealed a House-Brackmann grade V facial nerve paresis. Otoscopic inspection showed a bulging tympanic membrane in the posterosuperior quadrant with a negative Valsalva maneuver. Pure-tone audiometry demonstrated an air&#x2013;bone gap of 10&#x2005;dB across the entire frequency range (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>, left), without impairment of speech discrimination. Tympanometry revealed a flattened curve. Video-based head impulse testing showed normal vestibulo-ocular reflex gains in all three semicircular canals.</p>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p><sans-serif>BC and AC Pure-tone tresholds of the right ear.</sans-serif> Left: Preoperative results. Right: Postoperative results 9 months after reconstruction.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1734804-g001.tif"><alt-text content-type="machine-generated">Two audiogram charts display hearing loss in decibels (dB HL) for the right ear (\"Rechts\"). Frequencies range from 125 Hz to 8k Hz. The left chart shows a stable hearing level between 20-30 dB, while the right chart indicates more fluctuation, with a sharp decline at 8k Hz. Red lines and symbols track the data points.</alt-text>
</graphic>
</fig>
<p><sans-serif>Cranial Magnet Resonance Imaging (cMRI) demonstrated a thickened and contrast-enhancing epitympanic segment of the facial nerve extending from the geniculate ganglion on the right side.</sans-serif></p>
<p><sans-serif>High-resolution 3D T2-weighted imaging showed complete opacification of the mastoid, interpreted as impaired ventilation due to a mass in the mastoid antrum (</sans-serif><sans-serif><xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref></sans-serif><sans-serif>).</sans-serif> CT scan of the right temporal bone showed soft tissue opacity of the right mesotympanum and hypotympanum and complete opacification of the air cells of the right mastoid (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F2" position="float"><label>Figure&#x00A0;2</label>
<caption><p><sans-serif>Preoperative cMRI.</sans-serif> Top left: Axial T1-weighted sequence showing thickening of the mastoid and contrast enhancement of the epitympanic segment of the facial nerve (arrow). Bottom left: Axial high-resolution T2-weighted 3D sequence demonstrating complete opacification of the right mastoid (dashed arrow) and a ventilation disorder caused by a sharply circumscribed hyperintense mass (&#x002A;) in the mastoid antrum. <sans-serif>IAC, internal auditory canal.</sans-serif> Top, middle and bottom right: Axial, coronal and sagittal T1-weighted sequence showing schwannoma of the facial nerve (arrows).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1734804-g002.tif"><alt-text content-type="machine-generated">MRI scans showing sections of the head with arrows indicating specific areas. One section is labeled \"IAC\" with a prominent marking. The images likely highlight anatomical features or abnormalities in different views.</alt-text>
</graphic>
</fig>
<fig id="F3" position="float"><label>Figure&#x00A0;3</label>
<caption><p>CT scan of the right temporal bone (right axial and left coronal): soft tissue opacity of the right mesotympanum and hypotympanum (arrows). No signs of erosion of the ossicles. Complete opacification of the air cells of the right mastoid.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1734804-g003.tif"><alt-text content-type="machine-generated">Two CT scan images of the ear are shown side by side. The left image displays a dense mass, indicated by an arrow, located in the middle ear. The right image shows a similar mass with another arrow pointing to it, highlighting the same region.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3"><title>Diagnosis</title>
<p>These findings were suggestive of a facial nerve schwannoma. At an interdisciplinary skull base board meeting, surgical resection of the tumor by an otologic surgeon was recommended, followed by facial nerve reconstruction by a plastic surgeon.</p>
</sec>
<sec id="s4"><title>Treatment and outcome</title>
<p>Given the tumor&#x0027;s extensive involvement, a two-stage surgical approach was selected in consultation with the patient. The first stage consisted of tumor resection via mastoidectomy with posterior tympanotomy. To improve surgical access, the malleus and incus were removed, allowing for complete tumor excision. A simultaneous hearing rehabilitation was performed using type III tympanoplasty with incus interposition, resulting in very satisfactory hearing thresholds on follow-up pure-tone audiometry at four weeks postoperatively (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>, right).</p>
<p>In the second stage, performed six weeks later, facial nerve reconstruction was achieved by transferring the masseteric nerve (a motor branch of the mandibular division of the trigeminal nerve, V3) to the main trunk of the facial nerve. Additionally, a segment of the sural nerve was harvested from the lower leg and used as a cross-face nerve graft, anastomosed bilaterally to augment the function of the zygomatic branch (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float"><label>Figure&#x00A0;4</label>
<caption><p>Cross-face nerve graft: connection of the sural nerve graft to the zygomatic branch of the facial nerve. &#x0023; &#x2013; sural nerve, &#x002A; &#x2013; zygomatic branch of the facial nerve.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-12-1734804-g004.tif"><alt-text content-type="machine-generated">Surgical close-up showing a partially dissected nerve marked with symbols # and *. The background consists of tissue and a dark green surgical drape. The image highlights a medical procedure.</alt-text>
</graphic>
</fig>
<p>At nine months postoperatively, the patient exhibited an improved facial function, now corresponding to House-Brackmann grade III. This improvement is primarily attributable to the masseteric nerve coaptation, while an effect of the cross-face nerve graft on resting tone and spontaneous smile development can be expected no earlier than one year postoperatively.</p>
<p><sans-serif>An MRI with contrast was performed 12 months after surgery and showed no evidence of recurrence.</sans-serif></p>
</sec>
<sec id="s5" sec-type="discussion"><title>Discussion</title>
<p>Although facial nerve schwannomas are rare, they pose significant diagnostic and therapeutic challenges due to their anatomical complexity and the risk of functional deficits. In this case, the initial misdiagnosis of Bell&#x0027;s palsy underscores the difficulty in differentiating idiopathic from structural causes of facial nerve paresis based solely on early clinical presentation. The lack of response to corticosteroid therapy and negative infectious workup appropriately prompted advanced imaging, which revealed the true pathology (<xref ref-type="bibr" rid="B1">1</xref>).</p>
<p>MRI was critical for diagnosis, with characteristic findings of nerve thickening and contrast enhancement. High-resolution T2-weighted imaging further delineated a water signal in the mastoids, likely secondary to impaired aeration caused by the tumor. These findings are consistent with typical radiographic features of facial nerve schwannomas described in the literature (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>The extent and location of the tumor in our patient, together with the anticipated need for complex facial nerve reconstruction, led our interdisciplinary team to favor a staged approach. Involvement of the geniculate ganglion and the labyrinthine segment are key determinants in facial nerve schwannoma management, as they not only increase the likelihood of pronounced facial paresis but also significantly influence therapeutic decision-making (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). An alternative management strategy would have been a one-stage approach with simultaneous tumor excision and immediate facial nerve grafting, which is more commonly applied in specialized centers. In most larger series, when the facial nerve requires sacrifice during schwannoma resection, reconstruction is performed during the same operation&#x2014;typically using interposition cable grafting&#x2014;to optimize functional outcomes and avoid the morbidity of multiple procedures (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>The choice of mastoidectomy with posterior tympanotomy aligns with established surgical principles advocating for radical excision to reduce recurrence risk, while preserving neural integrity as much as possible (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Stereotactic radiosurgery is a relevant alternative for selected facial nerve schwannomas and offers good tumor control with generally preserved facial function. However, its role is limited in cases with advanced paresis, significant mass effect, or when immediate decompression and nerve reconstruction are required (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>Auditory function was preserved and successfully restored through concurrent type IIIa tympanoplasty using an incus interposition, demonstrating the viability of simultaneous hearing rehabilitation in selected cases (<xref ref-type="bibr" rid="B9">9</xref>). This highlights the importance of integrating auditory preservation into tumor resection strategies whenever feasible.</p>
<p>The second-stage nerve reconstruction employed both masseteric-to-facial nerve transfer and cross-face sural nerve grafting, representing advanced reconstructive options that aim to restore voluntary and spontaneous facial movements. Use of the masseteric nerve provides robust motor input, while cross-face grafting facilitates symmetry and mimetic function, a technique supported by increasing clinical evidence (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Compared with hypoglossal nerve transfer, the masseteric nerve offers several advantages for facial reanimation, including faster and stronger recovery of voluntary smile movement, minimal donor-site morbidity without tongue atrophy or speech and swallowing difficulties, and easier patient-controlled activation (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p><sans-serif>The patient</sans-serif>&#x0027;<sans-serif>s improvement to House-Brackmann grade III function at nine months postoperatively is encouraging and consistent with reported outcomes for facial nerve reconstruction following tumor resection, particularly when timely and technically precise interventions are employed</sans-serif> (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>)<sans-serif>.</sans-serif></p>
</sec>
<sec id="s6" sec-type="conclusions"><title>Conclusion</title>
<p>This case highlights the importance of accurate early diagnosis, interdisciplinary treatment planning, and the application of modern reconstructive techniques in the management of facial nerve schwannomas. Comprehensive and timely intervention not only addresses the underlying pathology but also enables substantial functional recovery and improved quality of life in affected patients.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s8" sec-type="ethics-statement"><title>Ethics statement</title>
<p>Ethical approval was not required for the study involving humans in accordance with the local legislation and institutional requirements. Written informed consent to participate in this study was not required from the participants or the participants&#x0027; legal guardians/next of kin in accordance with the national legislation and the institutional requirements. Written informed consent was obtained from the individual(s), and minor(s)&#x0027; legal guardian/next of kin, for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s9" sec-type="author-contributions"><title>Author contributions</title>
<p>FD: Project administration, Data curation, Validation, Methodology, Conceptualization, Visualization, Writing &#x2013; original draft, Supervision, Funding acquisition, Writing &#x2013; review &#x0026; editing, Software, Formal analysis, Investigation, Resources. AA: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing, Methodology. SA: Methodology, Writing &#x2013; review &#x0026; editing, Supervision, Project administration. SE: Writing &#x2013; review &#x0026; editing, Data curation, Methodology, Investigation, Conceptualization. FH: Data curation, Conceptualization, Writing &#x2013; review &#x0026; editing, Formal analysis. MK: Validation, Writing &#x2013; review &#x0026; editing, Conceptualization, Supervision, Funding acquisition, Investigation, Formal analysis, Methodology, Software, Visualization, Writing &#x2013; original draft, Project administration, Data curation, Resources.</p>
</sec>
<sec id="s11" 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 authors SE, MK 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="s12" 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="s13" 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>
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<fn-group>
<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/940903/overview">Ingo Todt</ext-link>, Bielefeld University, Germany</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/63156/overview">Marcin Szymanski</ext-link>, Medical University of Lublin, Poland</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2265022/overview">Miguel &#x00C1;ngel Lopez-Gonzalez</ext-link>, Loma Linda University, Loma Linda, United States</p></fn>
</fn-group>
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